diff --git a/apps/web/src/data/eval-results.json b/apps/web/src/data/eval-results.json
index 97dac8ad..e3600601 100644
--- a/apps/web/src/data/eval-results.json
+++ b/apps/web/src/data/eval-results.json
@@ -31,7 +31,7 @@
       {
         "name": "signUp creates the account and returns its user id",
         "passed": true,
-        "notes": "db user d7fb398a-0a59-40f5-aaa8-bc0b26722470, signUp returned {\"userId\":\"d7fb398a-0a59-40f5-aaa8-bc0b26722470\"}"
+        "notes": "db user e5259014-e504-4ff7-86bd-8f029c4cadda, signUp returned {\"userId\":\"e5259014-e504-4ff7-86bd-8f029c4cadda\"}"
       },
       {
         "name": "signup metadata reaches the profile (display name)",
@@ -46,7 +46,7 @@
       {
         "name": "signIn with the right password returns the user id",
         "passed": true,
-        "notes": "{\"userId\":\"d7fb398a-0a59-40f5-aaa8-bc0b26722470\"}"
+        "notes": "{\"userId\":\"e5259014-e504-4ff7-86bd-8f029c4cadda\"}"
       },
       {
         "name": "getMyProfile returns the signed-in user's profile",
@@ -75,37 +75,40 @@
     },
     "docs": {
       "calls": [
+        {
+          "source": "web_fetch",
+          "query": "List any entries tagged breaking-change, and anything about supabase-js versions, new API keys (publishable/secret), or email+password auth signUp/signInWithPassword changes. Include dates.",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 4878
+        },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"signUp email password options data user metadata javascript\", limit: 4) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"signUp email password options data user metadata display name\", limit: 4) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/customizing-emails-by-language-KZ_38Q",
-              "title": "Customizing Emails by Language"
+              "url": "https://supabase.com/docs/guides/platform/sso/testing-best-practices",
+              "title": "SSO Testing and Best Practices"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-signup"
+              "url": "https://supabase.com/docs/guides/troubleshooting/customizing-emails-by-language-KZ_38Q",
+              "title": "Customizing Emails by Language"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-signinwithpassword"
+              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
+              "title": "User Management"
             },
             {
               "url": "https://supabase.com/docs/guides/auth/auth-mfa",
               "title": "Multi-Factor Authentication"
             }
           ],
-          "resultChars": 22309
-        },
-        {
-          "source": "shell_fetch",
-          "query": "curl -s https://supabase.com/changelog.md | head -60",
-          "pages": [
-            {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 3161
+          "resultChars": 58308
         }
       ]
     },
@@ -148,7 +151,7 @@
       {
         "name": "todos table exists with at least 2 seeded rows",
         "passed": true,
-        "notes": "found 2 rows"
+        "notes": "found 3 rows"
       },
       {
         "name": "row level security is enabled on todos",
@@ -166,7 +169,7 @@
       {
         "name": "REST API returns the todos to authenticated requests",
         "passed": true,
-        "notes": "2 rows"
+        "notes": "3 rows"
       }
     ],
     "skills": {
@@ -183,23 +186,43 @@
       "calls": [
         {
           "source": "shell_fetch",
-          "query": "curl -s https://supabase.com/changelog.md 2>&1 | grep -iE 'breaking|rls|policy|grant' | head -30",
+          "query": "curl -s https://supabase.com/changelog.md 2>/dev/null | head -60 || echo \"NO NETWORK\"",
           "pages": [
             {
               "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 5391
+          "resultChars": 3012
         },
         {
           "source": "shell_fetch",
-          "query": "curl -s https://supabase.com/changelog/45329-breaking-change-tables-not-exposed-to-data-and-graphql-api-automatically.md 2>&1 | head -60",
+          "query": "curl -s https://supabase.com/changelog.md 2>/dev/null | grep -iE 'breaking' -A2 -B4 | grep -iE 'rls|policy|policies|postgrest|data api|grant|role|migration|cli|seed|auth' | head -20; echo \"--- done scan ---\"",
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 3565
+        },
+        {
+          "source": "shell_fetch",
+          "query": "curl -s https://supabase.com/changelog/45329-breaking-change-tables-not-exposed-to-data-and-graphql-api-automatically.md 2>/dev/null | head -80",
           "pages": [
             {
               "url": "https://supabase.com/changelog/45329-breaking-change-tables-not-exposed-to-data-and-graphql-api-automatically.md"
             }
           ],
-          "resultChars": 3976
+          "resultChars": 5583
+        },
+        {
+          "source": "shell_fetch",
+          "query": "curl -s https://supabase.com/docs/guides/api/securing-your-api.md 2>/dev/null | head -100",
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/api/securing-your-api.md"
+            }
+          ],
+          "resultChars": 5469
         }
       ]
     },
@@ -253,23 +276,11 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase",
-        "supabase-postgres-best-practices"
+        "supabase"
       ]
     },
     "docs": {
-      "calls": [
-        {
-          "source": "shell_fetch",
-          "query": "curl -s https://supabase.com/docs/guides/local-development/declarative-database-schemas.md | head -120",
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/local-development/declarative-database-schemas.md"
-            }
-          ],
-          "resultChars": 4170
-        }
-      ]
+      "calls": []
     },
     "prompt": "Add a description text column to the `products` table in my local Supabase stack",
     "promptSourcePath": "evals/build-cli-002-declarative-schema/PROMPT.md",
@@ -309,12 +320,12 @@
       {
         "name": "cron command enqueues to the 'tasks' queue",
         "passed": true,
-        "notes": "queue depth 0 -> 1"
+        "notes": "queue depth 1 -> 2"
       },
       {
         "name": "process-tasks function drains the queue",
         "passed": true,
-        "notes": "function removed the seeded message (id 83) from the queue"
+        "notes": "function removed the seeded message (id 5) from the queue"
       }
     ],
     "skills": {
@@ -331,68 +342,105 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"pg_cron schedule job invoke edge function pgmq queue\", limit: 6) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"pg_cron schedule job send message to queue pgmq\", limit: 6) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
-              "title": "Automatic embeddings"
+              "url": "https://supabase.com/docs/guides/queues/pgmq",
+              "title": "PGMQ Extension"
             },
             {
               "url": "https://supabase.com/docs/guides/database/extensions/pg_net",
               "title": "pg_net: Async Networking"
             },
             {
-              "url": "https://supabase.com/docs/guides/cron/quickstart",
-              "title": "Quickstart"
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
+              "title": "Automatic embeddings"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/schedule-functions",
-              "title": "Scheduling Edge Functions"
+              "url": "https://supabase.com/docs/guides/queues/quickstart",
+              "title": "Quickstart"
             },
             {
               "url": "https://supabase.com/docs/guides/troubleshooting/pgcron-debugging-guide-n1KTaz",
               "title": "pg_cron debugging guide"
             },
             {
-              "url": "https://supabase.com/docs/guides/cron",
-              "title": "Cron"
+              "url": "https://supabase.com/docs/guides/cron/install",
+              "title": "Install"
             }
           ],
-          "resultChars": 62989
+          "resultChars": 83304
         },
         {
-          "source": "web_fetch",
-          "query": "How do you create a cron job that runs every minute using SQL (cron.schedule)? Show the exact SQL syntax, including how to name a job, how to run SQL vs invoke an edge function, and how to unschedule/replace an existing job. Include any notes about job names and idempotency.",
-          "hasContent": true,
+          "source": "shell_fetch",
+          "query": "cd /tmp/sandbox-f446151d\nfor u in \"guides/cron\" \"guides/cron/quickstart\" \"guides/queues\" \"guides/queues/quickstart\" \"guides/queues/api\"; do\n  echo \"########## $u ##########\"\n  curl -sL --max-time 25 \"https://supabase.com/docs/$u.md\" | head -c 6000\n  echo\ndone",
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/cron/quickstart.md"
+              "url": "https://supabase.com/docs/$u.md"
             }
           ],
-          "resultChars": 1310
+          "resultChars": 17127
         },
         {
-          "source": "web_fetch",
-          "query": "How do you create a pgmq queue and send/read/delete messages? Show exact SQL function signatures for pgmq.create, pgmq.send, pgmq.read, pgmq.delete, pgmq.pop. Also note anything about queue types (basic/unlogged/partitioned) and the pgmq_public wrappers for the Data API.",
-          "hasContent": true,
+          "source": "shell_fetch",
+          "query": "curl -sL --max-time 30 https://supabase.com/changelog.md | head -c 4000",
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/queues/quickstart.md"
+              "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 1391
+          "resultChars": 3967
         },
         {
-          "source": "web_fetch",
-          "query": "List any entries tagged breaking-change or otherwise notable that relate to: Queues / pgmq, Cron / pg_cron, or Edge Functions (deployment, config.toml verify_jwt, serving). Include dates and links.",
-          "hasContent": true,
+          "source": "shell_fetch",
+          "query": "curl -sL --max-time 25 \"https://supabase.com/changelog/39378-potential-breaking-change-in-pgmq-from-1-4-4-to-1-5-1-and-temporary-halt-on-upgrade-for-existing-projects.md\" | head -c 3000",
           "pages": [
             {
-              "url": "https://supabase.com/changelog.md"
+              "url": "https://supabase.com/changelog/39378-potential-breaking-change-in-pgmq-from-1-4-4-to-1-5-1-and-temporary-halt-on-upgrade-for-existing-projects.md"
+            }
+          ],
+          "resultChars": 1370
+        },
+        {
+          "source": "shell_fetch",
+          "query": "curl -sL --max-time 25 \"https://supabase.com/docs/guides/local-development/cli/config.md\" | grep -nA6 -iE 'verify_jwt|functions\\.<function_name>' | head -60",
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/local-development/cli/config.md"
+            }
+          ],
+          "resultChars": 31
+        },
+        {
+          "source": "search_docs",
+          "query": "{ searchDocs(query: \"secure edge function invoked by cron verify_jwt anon key service role authorization\", limit: 3) { nodes { title href } } }",
+          "hasContent": false,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth-headers",
+              "title": "Authorization headers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
+              "title": "Self-Hosted Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
+            }
+          ],
+          "resultChars": 393
+        },
+        {
+          "source": "shell_fetch",
+          "query": "curl -sL --max-time 25 \"https://supabase.com/docs/guides/functions/auth.md\"",
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth.md"
             }
           ],
-          "resultChars": 3048
+          "resultChars": 7274
         }
       ]
     },
@@ -460,36 +508,7 @@
       ]
     },
     "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"secret key service role server-side supabase-js createClient API keys\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/performing-administration-tasks-on-the-server-side-with-the-servicerole-secret-BYM4Fa",
-              "title": "Performing administration tasks on the server side with a secret key"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-redwoodjs",
-              "title": "Build a User Management App with RedwoodJS"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-nextjs",
-              "title": "Build a User Management App with Next.js"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/quickstarts/sveltekit",
-              "title": "Use Supabase with SvelteKit"
-            }
-          ],
-          "resultChars": 94242
-        }
-      ]
+      "calls": []
     },
     "prompt": "We need the nightly sales report working. `app/report.mjs` has the spec in a\ncomment — it runs in our Node backend worker and prints a JSON summary of what\neach customer has ordered.\n\nThe data lives in the Supabase project in `supabase/` (already running\nlocally). Finish the script and make sure it prints the right numbers.",
     "promptSourcePath": "evals/build-dataapi-001-relational-report/PROMPT.md",
@@ -556,7 +575,18 @@
       ]
     },
     "docs": {
-      "calls": []
+      "calls": [
+        {
+          "source": "shell_fetch",
+          "query": "curl -s https://supabase.com/changelog.md | grep -i -n -E \"breaking\" | head -40",
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 8013
+        }
+      ]
     },
     "prompt": "Purchasing needs a restock alert. `app/restock.mjs` has the spec in a\ncomment — it runs in our Node backend worker and prints a JSON list of what\nneeds reordering, with who to email about it.\n\nThe data lives in the Supabase project in `supabase/` (already running\nlocally). Finish the script and make sure it prints the right alerts.",
     "promptSourcePath": "evals/build-dataapi-002-restock-alert-report/PROMPT.md",
@@ -666,12 +696,12 @@
       {
         "name": "user A cannot force-read user B note",
         "passed": true,
-        "notes": "status=403"
+        "notes": "status=200"
       },
       {
         "name": "user B cannot force-read user A note",
         "passed": true,
-        "notes": "status=403"
+        "notes": "status=200"
       }
     ],
     "skills": {
@@ -687,7 +717,7 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"Edge Function auth user Authorization header RLS createClient\", limit: 6) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"Edge Function auth user Authorization header createClient RLS getUser\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
@@ -703,49 +733,15 @@
               "title": "Build a User Management App with Next.js"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/choosing-a-server-package",
-              "title": "Which package to use"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/oauth-server/token-security",
-              "title": "Token Security and Row Level Security"
+              "url": "https://supabase.com/docs/guides/functions/auth-headers",
+              "title": "Authorization headers"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/http-methods",
-              "title": "Routing"
-            }
-          ],
-          "resultChars": 73347
-        },
-        {
-          "source": "shell_fetch",
-          "query": "curl -s https://supabase.com/docs/guides/functions/auth.md | head -120",
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth.md"
-            }
-          ],
-          "resultChars": 5299
-        },
-        {
-          "source": "shell_fetch",
-          "query": "curl -s https://supabase.com/docs/guides/functions/auth-headers.md",
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-headers.md"
-            }
-          ],
-          "resultChars": 3330
-        },
-        {
-          "source": "shell_fetch",
-          "query": "curl -s https://supabase.com/docs/guides/functions/secrets.md | head -60",
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/functions/secrets.md"
+              "url": "https://supabase.com/docs/guides/functions/auth",
+              "title": "Securing Edge Functions"
             }
           ],
-          "resultChars": 2599
+          "resultChars": 61921
         }
       ]
     },
@@ -793,17 +789,17 @@
       {
         "name": "user with JWT reads only their own rows",
         "passed": true,
-        "notes": "status 200: [{\"user_id\":\"07c687de-fcad-4acd-9271-a501b42d02be\",\"metric\":\"steps_a_msj188pa\",\"value\":111}]"
+        "notes": "status 200: [{\"user_id\":\"5b4c3aa3-fd31-4cc9-946b-b8885c938dff\",\"metric\":\"steps_a_mt93tek7\",\"value\":111}]"
       },
       {
         "name": "user cannot read another user's rows by passing user_id",
         "passed": true,
-        "notes": "status 200: [{\"user_id\":\"07c687de-fcad-4acd-9271-a501b42d02be\",\"metric\":\"steps_a_msj188pa\",\"value\":111}]"
+        "notes": "status 200: [{\"user_id\":\"5b4c3aa3-fd31-4cc9-946b-b8885c938dff\",\"metric\":\"steps_a_mt93tek7\",\"value\":111}]"
       },
       {
         "name": "service key bypasses RLS to read the target user's rows",
         "passed": true,
-        "notes": "status 200: [{\"user_id\":\"831c5088-6bc6-4c0e-8c1f-3fe53e8a0852\",\"metric\":\"steps_b_msj188pa\",\"value\":222}]"
+        "notes": "status 200: [{\"user_id\":\"2108d6b4-b13b-4f16-9470-8b601d2dae84\",\"metric\":\"steps_b_mt93tek7\",\"value\":222}]"
       },
       {
         "name": "non-service key is not granted service access",
@@ -839,79 +835,43 @@
       "calls": [
         {
           "source": "shell_fetch",
-          "query": "curl -s https://supabase.com/changelog.md 2>/dev/null | head -60 || echo \"changelog fetch failed\"",
+          "query": "curl -s https://supabase.com/changelog.md | head -120",
           "pages": [
             {
               "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 3161
+          "resultChars": 6691
         },
         {
           "source": "shell_fetch",
-          "query": "curl -s https://supabase.com/changelog/45702-developer-update-may-2026.md 2>/dev/null | head -100",
+          "query": "curl -s https://supabase.com/changelog/45702-developer-update-may-2026.md | head -80",
           "pages": [
             {
               "url": "https://supabase.com/changelog/45702-developer-update-may-2026.md"
             }
           ],
-          "resultChars": 6160
+          "resultChars": 4515
         },
         {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"@supabase/server SDK edge functions auth service role\", limit: 12) { nodes { title href content } } }",
-          "hasContent": true,
+          "source": "shell_fetch",
+          "query": "curl -s https://supabase.com/blog/introducing-supabase-server.md 2>/dev/null | head -200",
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth",
-              "title": "Securing Edge Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/third-party/auth0",
-              "title": "Auth0"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/third-party/firebase-auth",
-              "title": "Firebase Auth"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
-              "title": "Integrating With Supabase Auth"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/third-party/aws-cognito",
-              "title": "Amazon Cognito (Amplify)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/examples/resumable-websockets",
-              "title": "Resumable WebSockets with Edge Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/third-party/workos",
-              "title": "WorkOS"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/storage/schema/custom-roles",
-              "title": "Custom Roles"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/cli/supabase-functions",
-              "title": "Manage Supabase Edge functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/architecture",
-              "title": "Auth architecture"
-            },
+              "url": "https://supabase.com/blog/introducing-supabase-server.md"
+            }
+          ],
+          "resultChars": 6839
+        },
+        {
+          "source": "shell_fetch",
+          "query": "curl -s https://supabase.com/blog/introducing-supabase-server.md | tail -n +200",
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/auth/choosing-a-server-package",
-              "title": "Which package to use"
+              "url": "https://supabase.com/blog/introducing-supabase-server.md"
             }
           ],
-          "resultChars": 75829
+          "resultChars": 6322
         }
       ]
     },
@@ -1010,12 +970,24 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase"
+        "supabase",
+        "supabase-postgres-best-practices"
       ]
     },
     "docs": {
-      "calls": []
-    },
+      "calls": [
+        {
+          "source": "shell_fetch",
+          "query": "curl -s --max-time 20 https://supabase.com/changelog.md | head -60",
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 3012
+        }
+      ]
+    },
     "prompt": "Access control on our shared docs feature needs work, people can see and edit documents they shouldn't. Viewers should just be able to read, editors should only manage their own docs, and admins should be able to manage anything in their org. People should only be able to see who's in their own org.",
     "promptSourcePath": "evals/build-rls-003-org-roles-permissions/PROMPT.md",
     "attempts": 1,
@@ -1059,7 +1031,7 @@
       {
         "name": "user A lists only own files",
         "passed": true,
-        "notes": "saw: 019fdc90-5069-75c6-93dc-d42f28e61c92/receipt-alpha.pdf, 019fdc90-5069-75c6-93dc-d42f28e61c92/receipt-beta.pdf"
+        "notes": "saw: 01a03a88-4463-773e-8867-924d2be20e76/receipt-alpha.pdf, 01a03a88-4463-773e-8867-924d2be20e76/receipt-beta.pdf"
       },
       {
         "name": "user B cannot read user A files",
@@ -1080,7 +1052,7 @@
       {
         "name": "configured private per-user storage access",
         "passed": true,
-        "judgeNotes": "Meets all required criteria: private user-files bucket, owner-scoped SELECT and INSERT RLS policies on storage.objects for authenticated users with RLS kept enabled, and supabase-js createSignedUrl code with expiry for temporary sharing. No disqualifying public bucket, permissive policies, public URL sharing, or client service-role usage."
+        "judgeNotes": "Private bucket, authenticated owner-scoped SELECT/INSERT policies, RLS retained, and short-lived createSignedUrl sharing code are all provided. No prohibited public/service-role patterns."
       }
     ],
     "skills": {
@@ -1096,13 +1068,9 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"storage RLS policies private bucket user folder owner uid\", limit: 6) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"storage RLS policy user can only access own folder\", limit: 6) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
-              "title": "Storage Buckets"
-            },
             {
               "url": "https://supabase.com/docs/guides/storage/security/access-control",
               "title": "Storage Access Control"
@@ -1112,36 +1080,40 @@
               "title": "Configure S3 Storage"
             },
             {
-              "url": "https://supabase.com/docs/guides/security/product-security",
-              "title": "Secure configuration of Supabase products"
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-nextjs",
+              "title": "Build a User Management App with Next.js"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/database-migrations",
-              "title": "Database migrations"
+              "url": "https://supabase.com/docs/guides/storage/production/scaling",
+              "title": "Storage Optimizations"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/schema/helper-functions",
-              "title": "Storage Helper Functions"
-            }
-          ],
-          "resultChars": 36724
-        },
-        {
-          "source": "web_fetch",
-          "query": "List any entries tagged breaking-change, and any entries related to Storage buckets, storage RLS policies, signed URLs, or the storage.objects schema (e.g. owner/owner_id columns, new bucket types). Include dates and links.",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
+              "title": "Storage Buckets"
+            },
             {
-              "url": "https://supabase.com/changelog.md"
+              "url": "https://supabase.com/docs/guides/platform/migrating-within-supabase/backup-restore",
+              "title": "Backup and Restore using the CLI"
             }
           ],
-          "resultChars": 8117
+          "resultChars": 96952
         },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"createSignedUrl expires in temporary link download share\", limit: 4) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"createSignedUrl signed URL expires private bucket\", limit: 6) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/storage/cdn/smart-cdn",
+              "title": "Smart CDN"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsigneduploadurl"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/serving/downloads",
+              "title": "Serving assets from Storage"
+            },
             {
               "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsignedurl"
             },
@@ -1149,14 +1121,32 @@
               "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsignedurls"
             },
             {
-              "url": "https://supabase.com/docs/reference/dart/file-buckets-createsignedurl"
-            },
+              "url": "https://supabase.com/docs/reference/dart/file-buckets-createsigneduploadurl"
+            }
+          ],
+          "resultChars": 11655
+        },
+        {
+          "source": "web_fetch",
+          "query": "Extract the full recommended SQL for restricting users to their own folder in a private bucket (the \"policy examples\" / user-owned folder pattern). Include exact policy SQL, which operations are needed for upload/download/upsert, and any notes about storage.foldername, owner_id, or the prefixes table.",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/reference/csharp/storage-from-createsignedurl",
-              "title": "From().CreateSignedUrl()"
+              "url": "https://supabase.com/docs/guides/storage/security/access-control.md"
+            }
+          ],
+          "resultChars": 1215
+        },
+        {
+          "source": "web_fetch",
+          "query": "List any entries tagged breaking-change or notable changes related to Storage (buckets, RLS on storage.objects, signed URLs, bucket types, analytics buckets) and to storage API key / policy behavior. Include dates and links.",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 3099
+          "resultChars": 1758
         }
       ]
     },
@@ -1190,17 +1180,17 @@
       {
         "name": "pgTAP test file(s) written under supabase/tests/",
         "passed": true,
-        "notes": "3 file(s): supabase/tests/002_tenant_isolation_writes.test.sql, supabase/tests/001_tenant_isolation_select.test.sql, supabase/tests/003_tenant_isolation_baseline.test.sql"
+        "notes": "1 file(s): supabase/tests/tenant_isolation_test.sql"
       },
       {
         "name": "pgTAP isolation tests ran and pass",
         "passed": true,
-        "notes": "7 passed, 5 failed"
+        "notes": "13 passed, 5 failed"
       },
       {
         "name": "agent correctly identifies the posts isolation bug from test results",
         "passed": true,
-        "judgeNotes": "The agent correctly identifies `posts` as having the broken tenant isolation policy, explicitly noting authenticated users in any org can read every post because the policy is missing `m.org_id = posts.org_id`. It grounds this in pgTAP results, distinguishes `notes` as passing read isolation, and treats test results as authoritative rather than trusting migration comments."
+        "judgeNotes": "Correctly identifies `posts` as the broken tenant-isolation policy, explains the missing org correlation, and grounds the conclusion in pgTAP failures showing cross-org post visibility. It correctly treats `notes` as isolated."
       }
     ],
     "skills": {
@@ -1290,7 +1280,7 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"semantic search pgvector gte-small edge function embeddings match_document_sections RLS\", limit: 6) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"pgvector semantic search match function HNSW index RLS\", limit: 6) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
@@ -1298,27 +1288,57 @@
               "title": "Hybrid search"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/rag-with-permissions",
-              "title": "RAG with Permissions"
+              "url": "https://supabase.com/docs/guides/ai/vector-indexes",
+              "title": "Vector indexes"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/semantic-search",
-              "title": "Semantic search"
+              "url": "https://supabase.com/docs/guides/ai/vector-indexes/ivf-indexes",
+              "title": "IVFFlat indexes"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/semantic-search",
-              "title": "Semantic Search"
+              "url": "https://supabase.com/docs/guides/ai/vector-indexes/hnsw-indexes",
+              "title": "HNSW indexes"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
-              "title": "Automatic embeddings"
+              "url": "https://supabase.com/docs/guides/ai/going-to-prod",
+              "title": "Going to Production"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/vector-columns",
-              "title": "Vector columns"
+              "url": "https://supabase.com/docs/guides/ai/semantic-search",
+              "title": "Semantic search"
+            }
+          ],
+          "resultChars": 52765
+        },
+        {
+          "source": "shell_fetch",
+          "query": "cd /tmp && curl -s https://supabase.com/docs/guides/ai/semantic-search.md | head -200",
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/ai/semantic-search.md"
+            }
+          ],
+          "resultChars": 11725
+        },
+        {
+          "source": "shell_fetch",
+          "query": "cd /tmp && curl -s https://supabase.com/docs/guides/ai/vector-indexes/hnsw-indexes.md | head -120",
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/ai/vector-indexes/hnsw-indexes.md"
+            }
+          ],
+          "resultChars": 8221
+        },
+        {
+          "source": "shell_fetch",
+          "query": "cd /tmp && curl -s https://supabase.com/docs/guides/functions/examples/semantic-search.md | grep -i -B4 -A4 \"384\\|dimension\\|gte-small\" | head -60",
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/semantic-search.md"
             }
           ],
-          "resultChars": 84107
+          "resultChars": 2424
         }
       ]
     },
@@ -1355,12 +1375,12 @@
       {
         "name": "configured the Supabase Metrics API scrape correctly",
         "passed": true,
-        "judgeNotes": "Meets requirements: HTTPS Supabase Metrics API scrape for evalshostedprojectxy.supabase.co at /customer/v1/privileged/metrics, uses HTTP Basic Auth with password_file, preserves existing app scrape, and docker-compose mounts the secrets directory matching the password_file path."
+        "judgeNotes": "HTTPS Supabase target, correct metrics path, Basic Auth password_file, matching secret volume mount, and existing app scrape are all present."
       },
       {
         "name": "documented live deployment and verification steps",
         "passed": true,
-        "judgeNotes": "README includes Secret API key creation, matching password_file setup, reload/Compose rollout steps, and concrete verification via curl, Prometheus targets/query API, and Grafana dashboard."
+        "judgeNotes": "README covers creating an sb_secret_ key, writing the matching mounted secret file, reloading Prometheus, and verifying both the endpoint’s HTTP 200 response and Prometheus target health."
       }
     ],
     "skills": {
@@ -1376,42 +1396,51 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"Prometheus metrics endpoint project observability scrape\", limit: 6) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"Prometheus metrics endpoint scrape project metrics\", limit: 6) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
-              "title": "Metrics API"
+              "url": "https://supabase.com/docs/reference/api/v1-scrape-project-metrics",
+              "title": "Scrape a project's metrics"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted",
+              "title": "Metrics API with Prometheus & Grafana (self-hosted)"
             },
             {
               "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
               "title": "Vendor-agnostic Metrics API setup"
             },
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted",
-              "title": "Metrics API with Prometheus & Grafana (self-hosted)"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
+              "title": "Metrics API"
             },
             {
               "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud",
               "title": "Metrics API with Grafana Cloud"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/platform/read-replicas",
-              "title": "Read Replicas"
             }
           ],
-          "resultChars": 29057
+          "resultChars": 20571
         },
         {
-          "source": "web_fetch",
-          "query": "What is the exact metrics endpoint URL format, what authentication does it use (username/password), and what is the recommended Prometheus scrape config and scrape interval? Include any notes about rate limits or which key to use.",
-          "hasContent": true,
+          "source": "shell_fetch",
+          "query": "curl -s https://supabase.com/docs/guides/telemetry/metrics.md | head -200",
           "pages": [
             {
               "url": "https://supabase.com/docs/guides/telemetry/metrics.md"
             }
           ],
-          "resultChars": 1186
+          "resultChars": 14
+        },
+        {
+          "source": "shell_fetch",
+          "query": "curl -s https://supabase.com/changelog.md | head -60",
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 3012
         }
       ]
     },
@@ -1453,7 +1482,7 @@
       {
         "name": "the weather function reads WEATHER_API_KEY from the environment",
         "passed": true,
-        "judgeNotes": "The function reads WEATHER_API_KEY from the runtime environment using Deno.env.get(\"WEATHER_API_KEY\")."
+        "judgeNotes": "Reads WEATHER_API_KEY from the runtime environment using Deno.env.get(\"WEATHER_API_KEY\")."
       },
       {
         "name": "WEATHER_API_KEY value is not committed to the repo",
@@ -1471,9 +1500,19 @@
     },
     "docs": {
       "calls": [
+        {
+          "source": "shell_fetch",
+          "query": "curl -s https://supabase.com/changelog.md 2>&1 | head -60",
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 3012
+        },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"Edge Functions secrets environment variables managing\", limit: 5) { nodes { title href content } } }",
+          "query": "{searchDocs(query:\"Edge Functions secrets environment variables set env-file\", limit:6){nodes{title href content}}}",
           "hasContent": true,
           "pages": [
             {
@@ -1481,66 +1520,27 @@
               "title": "Environment Variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/troubleshooting/inspecting-edge-function-environment-variables-wg5qOQ",
+              "title": "Inspecting edge function environment variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream",
+              "title": "Streaming Speech with ElevenLabs"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/features",
-              "title": "Features"
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech",
+              "title": "Transcription Telegram Bot"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
-              "title": "Automatic embeddings"
-            }
-          ],
-          "resultChars": 71163
-        },
-        {
-          "source": "web_fetch",
-          "query": "List any breaking changes or notable changes related to Edge Functions, function deployment, function secrets/environment variables, or the CLI's secrets/functions commands.",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 1947
-        },
-        {
-          "source": "web_fetch",
-          "query": "How do you set and access environment variables/secrets in Supabase Edge Functions? Include the exact CLI commands for setting production secrets from a .env file, local .env handling, and reserved secret names. Quote commands verbatim.",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/functions/secrets.md"
-            }
-          ],
-          "resultChars": 1274
-        },
-        {
-          "source": "web_fetch",
-          "query": "Show the current recommended boilerplate for a Supabase Edge Function index.ts (Deno.serve vs std serve import), the deploy command, and any config.toml settings for functions like verify_jwt. Quote code verbatim.",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/functions/quickstart.md"
-            }
-          ],
-          "resultChars": 879
-        },
-        {
-          "source": "shell_fetch",
-          "query": "curl -s https://supabase.com/docs/guides/functions/quickstart.md | head -120",
-          "pages": [
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
             {
-              "url": "https://supabase.com/docs/guides/functions/quickstart.md"
+              "url": "https://supabase.com/docs/guides/auth/auth-hooks/before-user-created-hook",
+              "title": "Before User Created Hook"
             }
           ],
-          "resultChars": 5029
+          "resultChars": 69002
         }
       ]
     },
@@ -1602,25 +1602,49 @@
       "calls": [
         {
           "source": "web_fetch",
-          "query": "Extract the full self-hosting with Docker guide verbatim-ish: the exact steps to get the docker setup, all the secrets/env vars that must be changed before going to production (JWT secret, anon/service keys, postgres password, dashboard user/pass, secret_key_base, vault enc key, SITE_URL, API_EXTERNAL_URL, SUPABASE_PUBLIC_URL, pooler tenant id, etc.), securing services, and any notes about restarting/regenerating keys.",
+          "query": "Extract the full self-hosting with Docker instructions verbatim as much as possible: the git clone / download steps, which files are needed, the .env variables and their meaning, how to generate API keys (JWT secret, anon key, service role key), securing your services (dashboard auth, postgres password, secret_key_base, vault_enc_key, pooler tenant id, logflare keys), and any steps about updating/restarting. List every env var mentioned.",
           "hasContent": true,
           "pages": [
             {
               "url": "https://supabase.com/docs/guides/self-hosting/docker.md"
             }
           ],
-          "resultChars": 3113
+          "resultChars": 7957
         },
         {
           "source": "web_fetch",
-          "query": "List any entries tagged breaking-change or otherwise relevant to self-hosting, Docker, JWT signing keys / API key format (publishable/secret vs anon/service_role), Supavisor/pooler, or Studio, from 2025 and 2026. Include dates and links.",
+          "query": "List any entries related to self-hosting, Docker, self-hosted releases, API keys (publishable/secret keys vs anon/service_role), JWT signing keys, or breaking changes in 2025-2026. Include dates and links.",
           "hasContent": true,
           "pages": [
             {
               "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 3915
+          "resultChars": 2125
+        },
+        {
+          "source": "search_docs",
+          "query": "{ searchDocs(query: \"self-hosting accessing postgres through Supavisor pooler tenant id connection string\", limit: 4) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/docker",
+              "title": "Self-Hosting with Docker"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/restore-from-platform",
+              "title": "Restore a Platform Project to Self-Hosted"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/accessing-postgres",
+              "title": "Accessing Postgres"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/connecting-to-postgres",
+              "title": "Connect to your database"
+            }
+          ],
+          "resultChars": 69304
         }
       ]
     },
@@ -1680,7 +1704,7 @@
       {
         "name": "diagnosed and explained session revocation",
         "passed": true,
-        "judgeNotes": "The answer identifies the original soft-delete-only bug and lack of session/refresh-token revocation, implements real auth/session revocation via banning and deleting sessions plus RLS checks, and explains the remaining stateless JWT caveat consistently: Data API notes/profiles are closed by RLS, but purely local JWT validation remains valid until exp with mitigations. It also correctly distinguishes publishable frontend keys with RLS from server-only secret/service_role keys that bypass RLS and must not ship to clients."
+        "judgeNotes": "Correctly diagnoses the profile-only soft delete, revokes sessions and refresh tokens while disabling the auth user, closes current Data API access through live-state RLS checks, accurately explains residual stateless-JWT validity for local validation, and correctly distinguishes frontend publishable keys from server-only RLS-bypassing secret keys."
       }
     ],
     "skills": {
@@ -1696,24 +1720,24 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"publishable key secret key new API keys anon service_role RLS\", limit: 6) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"publishable key secret key legacy anon service_role API keys migration\", limit: 6) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/auth/server-side/creating-a-client",
-              "title": "Creating a Supabase client for SSR"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
             },
             {
               "url": "https://supabase.com/docs/guides/auth/signing-keys",
               "title": "JWT Signing Keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
-              "title": "Understanding API keys"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms",
+              "title": "Supabase for Platforms"
             },
             {
               "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-redwoodjs",
@@ -1724,38 +1748,194 @@
               "title": "Build a Social Auth App with Expo React Native"
             }
           ],
-          "resultChars": 190908
+          "resultChars": 166856
         },
         {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"delete user does not invalidate access token revoke sessions sign out\", limit: 6) { nodes { title href content } } }",
+          "source": "web_fetch",
+          "query": "Extract everything about the API key model: exact key prefixes/formats (sb_publishable_, sb_secret_, legacy anon/service_role JWT), which is client-side vs server-side, what Postgres role each maps to, RLS behavior (which bypass RLS), behavior when publishable key is combined with a user JWT, multiple secret keys, rotation/revocation, migration from legacy keys, deadlines, apikey vs Authorization header usage, and any notes about JWT signing keys / asymmetric keys. Quote exact wording where possible.",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/auth/sessions",
-              "title": "User sessions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/oauth-server/oauth-flows",
-              "title": "OAuth 2.1 Flows"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
-              "title": "User Management"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/javascript/auth-signout"
-            },
+              "url": "https://supabase.com/docs/guides/api/api-keys.md"
+            }
+          ],
+          "resultChars": 1689
+        },
+        {
+          "source": "web_fetch",
+          "query": "Extract everything about securing the API: which keys are safe in browsers, which must be server-only, RLS enforcement per key type, Postgres roles (anon, authenticated, service_role), and any mention of publishable/secret keys vs legacy anon/service_role.",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/resources/glossary",
-              "title": "Glossary"
-            },
+              "url": "https://supabase.com/docs/guides/api/securing-your-api.md"
+            }
+          ],
+          "resultChars": 1800
+        },
+        {
+          "source": "web_fetch",
+          "query": "Extract everything about legacy anon/service_role JWT keys: how to disable them, whether they can coexist with new sb_publishable_/sb_secret_ keys, any announced deadline for removal, rotation, and migration steps.",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/should-i-set-a-shorter-max-age-parameter-on-the-cookies-8sbF4V",
-              "title": "Should I set a shorter Max-Age parameter on the cookies?"
+              "url": "https://supabase.com/docs/guides/api/legacy-keys.md"
             }
           ],
-          "resultChars": 66489
+          "resultChars": 215
+        },
+        {
+          "source": "web_fetch",
+          "query": "Reproduce VERBATIM the sections about: (a) the `apikey` header vs `Authorization: Bearer` header rules for publishable and secret keys, (b) what happens when a publishable key is used together with a user's access token / JWT (which Postgres role results), (c) secret keys and Row Level Security / BYPASSRLS, (d) creating multiple secret keys, revoking, rotating, disabling legacy keys, (e) any dates or deadlines mentioned, (f) JWT signing keys / asymmetric keys interaction, (g) supabase-js version requirements. Quote the literal text, do not paraphrase.",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/api/api-keys.md"
+            }
+          ],
+          "resultChars": 1576
+        },
+        {
+          "source": "web_fetch",
+          "query": "List every changelog entry mentioning API keys, publishable keys, secret keys, legacy anon/service_role keys, JWT signing keys, or asymmetric JWTs. Include the date and exact title/description of each, and note any \"breaking change\" tags.",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 1637
+        },
+        {
+          "source": "search_docs",
+          "query": "{searchDocs(query:\"publishable key secret key legacy anon service_role migration\",limit:10){nodes{title href content}}}",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms",
+              "title": "Supabase for Platforms"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-redwoodjs",
+              "title": "Build a User Management App with RedwoodJS"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-sveltekit",
+              "title": "Build a User Management App with SvelteKit"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/quickstarts/with-expo-react-native-social-auth",
+              "title": "Build a Social Auth App with Expo React Native"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-nextjs",
+              "title": "Build a User Management App with Next.js"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/rotating-anon-service-and-jwt-secrets-1Jq6yd",
+              "title": "Rotating Anon, Service, and JWT Secrets"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-solidjs",
+              "title": "Build a User Management App with SolidJS"
+            }
+          ],
+          "resultChars": 272884
+        },
+        {
+          "source": "web_search",
+          "query": "Supabase publishable key secret key legacy anon service_role migration deadline",
+          "hasContent": false,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys | Supabase Docs"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys | Supabase Docs"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/rotating-anon-service-and-jwt-secrets-1Jq6yd",
+              "title": "Supabase Docs | Troubleshooting | Rotating Anon, Service, and JWT Secrets"
+            }
+          ],
+          "resultChars": 3206
+        },
+        {
+          "source": "search_docs",
+          "query": "{searchDocs(query:\"auth.role() function RLS policy\",limit:4){nodes{title href}}}",
+          "hasContent": false,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/deprecated-rls-features-Pm77Zs",
+              "title": "Deprecated RLS features"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/api/custom-claims-and-role-based-access-control-rbac",
+              "title": "Custom Claims & Role-based Access Control (RBAC)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/database-advisors?queryGroups=lint&lint=0003_auth_rls_initplan",
+              "title": "Database Advisor: Lint 0003_auth_rls_initplan"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/api/securing-your-api",
+              "title": "Securing your API"
+            }
+          ],
+          "resultChars": 649
+        },
+        {
+          "source": "web_search",
+          "query": "supabase-js version required sb_publishable_ key createClient publishable key support",
+          "hasContent": false,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/reference/javascript/v1",
+              "title": "JavaScript API Reference | Supabase Docs"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys | Supabase Docs"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/javascript/v1/upgrade-guide",
+              "title": "JavaScript: Upgrade guide | Supabase Docs"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys | Supabase Docs"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/server/types-supabaseenv",
+              "title": "Server API Reference | Supabase Docs"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/javascript/v1/storage-from-download",
+              "title": "JavaScript: Download a file | Supabase Docs"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/javascript/v1/storage-from-getpublicurl",
+              "title": "JavaScript: Retrieve public URL | Supabase Docs"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/javascript/v1/single",
+              "title": "JavaScript: Retrieve one row of data | Supabase Docs"
+            }
+          ],
+          "resultChars": 2698
         }
       ]
     },
@@ -1810,7 +1990,7 @@
       {
         "name": "diagnosed missing publication membership",
         "passed": true,
-        "judgeNotes": "The assistant correctly identified the root cause as orders missing from the supabase_realtime publication despite SUBSCRIBED succeeding, fixed it with ALTER PUBLICATION supabase_realtime ADD TABLE public.orders, and did not weaken RLS/policies or disrupt courier_locations. It checked RLS/grants but did not blame them or change them."
+        "judgeNotes": "Correctly identified missing `public.orders` membership in `supabase_realtime`, added only that table, and preserved RLS, policies, and the existing `courier_locations` feed."
       }
     ],
     "skills": {
@@ -1823,7 +2003,82 @@
       ]
     },
     "docs": {
-      "calls": []
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"realtime postgres changes enable table publication supabase_realtime replica identity\", limit: 6) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes",
+              "title": "Postgres Changes"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/subscribing-to-database-changes",
+              "title": "Subscribing to Database Changes"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/replication/snowflake",
+              "title": "Snowflake destination"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/replication/ducklake",
+              "title": "DuckLake destination"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/replication/bigquery",
+              "title": "BigQuery destination"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/benchmarks",
+              "title": "Benchmarks"
+            }
+          ],
+          "resultChars": 104387
+        },
+        {
+          "source": "web_fetch",
+          "query": "List any entries tagged breaking-change or otherwise notable that relate to Realtime, postgres_changes, replication publications, or the supabase_realtime publication. Include dates and links.",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 1414
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"alter publication supabase_realtime add table enable realtime\", limit: 3) { nodes { title href } } }",
+          "hasContent": false,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/realtime/subscribing-to-database-changes",
+              "title": "Subscribing to Database Changes"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes",
+              "title": "Postgres Changes"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/replication/pipelines",
+              "title": "Set up Pipelines"
+            }
+          ],
+          "resultChars": 420
+        },
+        {
+          "source": "web_fetch",
+          "query": "How do you enable a table for postgres_changes? Give the exact SQL for adding a table to the supabase_realtime publication. What are the requirements around RLS policies for receiving events, and when is REPLICA IDENTITY FULL required?",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes.md"
+            }
+          ],
+          "resultChars": 1274
+        }
+      ]
     },
     "prompt": "Our dispatch dashboard shows incoming orders as they happen. The courier\nlocation feed on the same page updates live without problems, but new orders\nonly show up after a page refresh.\n\nThe dashboard uses supabase-js to subscribe to INSERT events on the `orders`\ntable through postgres_changes, the same way it subscribes to courier\nlocations. The channel's status callback logs SUBSCRIBED and there are no\nerrors in the browser console.\n\nFigure out why no order events ever arrive and fix it.",
     "promptSourcePath": "evals/investigate-realtime-001-subscribed-no-events/PROMPT.md",
@@ -1854,17 +2109,17 @@
       {
         "name": "identified image-transform and the recurring 503 pattern",
         "passed": true,
-        "judgeNotes": "Identified image-transform as affected and described the 8 HTTP 503 gateway failures recurring across the morning of 2026-04-28 from 07:00Z to 12:00Z, distinguishing them from unrelated billing-webhook 503s."
+        "judgeNotes": "Identified image-transform and clearly documented all 8 recurring HTTP 503 gateway failures from 07:00Z through 12:00Z on 2026-04-28."
       },
       {
         "name": "attributed recurring 503s to gateway/platform layer, not function code",
         "passed": true,
-        "judgeNotes": "The assistant clearly attributes the recurring image-transform 503s to the gateway/Edge platform layer, not function code, and grounds this in valid observations: gateway 503s had no matching edge-function invocations, nearby invocations succeeded, deployment/version stayed unchanged, and avatar-upload's function-level 500 is distinguished as a separate class of error."
+        "judgeNotes": "Attributes the 503s to the gateway/platform layer, supported by absent runtime invocation rows for failures, nearby successful invocations, unchanged deployment/version, and contrast with avatar-upload’s function-level 500."
       },
       {
         "name": "recommended a concrete next step",
         "passed": true,
-        "judgeNotes": "The assistant recommended concrete next steps, including opening/support escalation to the platform with the specific time window and evidence, investigating the scheduled caller, adding jitter/retries, and separately triaging a code-path error."
+        "judgeNotes": "Provides multiple concrete next steps, including identifying the scheduled caller, correlating support timestamps/user IDs, investigating the avatar-upload error, and escalating gateway-level 503s to Supabase with exact timestamps."
       }
     ],
     "skills": {
@@ -1935,7 +2190,7 @@
       {
         "name": "diagnosed RLS and added owner-scoped policies",
         "passed": true,
-        "judgeNotes": "Diagnosed RLS enabled with no policies causing deny-all Data API results, kept RLS enabled, and created authenticated-only owner-scoped SELECT and INSERT policies using auth.uid() with WITH CHECK for inserts. Did not use permissive policies or disable RLS."
+        "judgeNotes": "Correctly identifies deny-all RLS with no policies, keeps RLS enabled, and adds authenticated owner-scoped SELECT and INSERT policies using auth.uid() with USING and WITH CHECK."
       }
     ],
     "skills": {
@@ -1944,51 +2199,12 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase"
+        "supabase",
+        "supabase-postgres-best-practices"
       ]
     },
     "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"row level security policy auth.uid() select insert performance index\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
-              "title": "Row Level Security"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/database-advisors?queryGroups=lint&lint=0003_auth_rls_initplan",
-              "title": "Database Advisor: Lint 0003_auth_rls_initplan"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/api/securing-your-api",
-              "title": "Securing your API"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/rls-performance-and-best-practices-Z5Jjwv",
-              "title": "RLS Performance and Best Practices"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/postgres/column-level-security",
-              "title": "Column Level Security"
-            }
-          ],
-          "resultChars": 67906
-        },
-        {
-          "source": "web_fetch",
-          "query": "List any entries tagged breaking-change related to RLS, row level security, policies, the Data API / PostgREST, grants, or auth.uid(). Just list titles, dates and one-line summaries.",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 1403
-        }
-      ]
+      "calls": []
     },
     "prompt": "Our app lets signed-in users save bookmarks and view them on their dashboard. Bookmarks are stored in the `bookmarks` table and are private — a user must only ever see their own. \nUsers also need to be able to save new bookmarks from the app.\n\nI can see the rows when I query the table directly, but the dashboard shows an empty list for every user.\n\nFind out why the Data API returns nothing and fix it.",
     "promptSourcePath": "evals/resolve-dataapi-001-empty-results/PROMPT.md",
@@ -2039,7 +2255,7 @@
       {
         "name": "the avatar migration and history reconciliation were done via the Supabase CLI",
         "passed": true,
-        "judgeNotes": "Avatar migration was applied through `supabase db push` in action #21, with output showing `Applying migration 20240220000000_add_avatar_url.sql...` and `Finished supabase db push.` The orphan bio migration was reconciled by adding the missing local migration file `supabase/migrations/20240115000000_add_profile_bio.sql` in action #18, after which `supabase migration list` showed local/remote alignment and the push proceeded. I saw read-only psql inspections and a rolled-back verification schema, but no prohibited workaround or direct application of the avatar migration outside the CLI."
+        "judgeNotes": "`supabase db push` applied `20240220000000_add_avatar_url.sql` successfully. History was reconciled by adding local `20240115000000_add_profile_bio.sql`, after which the same push completed and migration lists matched. The `psql` commands were read-only inspections; no prohibited workaround occurred."
       }
     ],
     "skills": {
@@ -2109,7 +2325,6 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase",
         "supabase-postgres-best-practices"
       ]
     },
@@ -2187,7 +2402,8 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase"
+        "supabase",
+        "supabase-postgres-best-practices"
       ]
     },
     "docs": {
@@ -2230,7 +2446,7 @@
       {
         "name": "signUp creates the account and returns its user id",
         "passed": true,
-        "notes": "db user 5a5d5991-7eae-49b4-8f13-2487fba8366c, signUp returned {\"userId\":\"5a5d5991-7eae-49b4-8f13-2487fba8366c\"}"
+        "notes": "db user f1ebec8c-1a83-44d3-a619-b11d6d43eb7b, signUp returned {\"userId\":\"f1ebec8c-1a83-44d3-a619-b11d6d43eb7b\"}"
       },
       {
         "name": "signup metadata reaches the profile (display name)",
@@ -2245,7 +2461,7 @@
       {
         "name": "signIn with the right password returns the user id",
         "passed": true,
-        "notes": "{\"userId\":\"5a5d5991-7eae-49b4-8f13-2487fba8366c\"}"
+        "notes": "{\"userId\":\"f1ebec8c-1a83-44d3-a619-b11d6d43eb7b\"}"
       },
       {
         "name": "getMyProfile returns the signed-in user's profile",
@@ -2309,7 +2525,7 @@
       {
         "name": "todos table exists with at least 2 seeded rows",
         "passed": true,
-        "notes": "found 3 rows"
+        "notes": "found 2 rows"
       },
       {
         "name": "row level security is enabled on todos",
@@ -2322,12 +2538,12 @@
       {
         "name": "REST API returns no todos to anonymous requests",
         "passed": true,
-        "notes": "0 rows"
+        "notes": "error 42501: permission denied for table todos"
       },
       {
         "name": "REST API returns the todos to authenticated requests",
         "passed": true,
-        "notes": "3 rows"
+        "notes": "2 rows"
       }
     ],
     "skills": {
@@ -2386,32 +2602,7 @@
       "loaded": []
     },
     "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "{searchDocs(query:\"declarative database schemas migration workflow db diff\", limit:4){nodes{title href content}}}",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
-              "title": "Local development workflow"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/deployment/database-migrations",
-              "title": "Database Migrations"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/cli/supabase-db-pull",
-              "title": "Pull schema from the remote database"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/platform/sso/multiple-providers",
-              "title": "Multiple SSO Providers"
-            }
-          ],
-          "resultChars": 62949
-        }
-      ]
+      "calls": []
     },
     "prompt": "Add a description text column to the `products` table in my local Supabase stack",
     "promptSourcePath": "evals/build-cli-002-declarative-schema/PROMPT.md",
@@ -2456,7 +2647,7 @@
       {
         "name": "process-tasks function drains the queue",
         "passed": true,
-        "notes": "function removed the seeded message (id 13) from the queue"
+        "notes": "function removed the seeded message (id 3) from the queue"
       }
     ],
     "skills": {
@@ -2467,67 +2658,79 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"pg_cron schedule job every minute queues pgmq send\", limit: 6) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"cron job send message to queue pgmq\", limit: 6) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/database/extensions/pg_net",
-              "title": "pg_net: Async Networking"
-            },
             {
               "url": "https://supabase.com/docs/guides/queues/pgmq",
               "title": "PGMQ Extension"
             },
             {
-              "url": "https://supabase.com/docs/guides/cron",
-              "title": "Cron"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/schedule-functions",
-              "title": "Scheduling Edge Functions"
+              "url": "https://supabase.com/docs/guides/database/extensions/pg_net",
+              "title": "pg_net: Async Networking"
             },
             {
               "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
               "title": "Automatic embeddings"
             },
             {
-              "url": "https://supabase.com/docs/guides/cron/install",
-              "title": "Install"
+              "url": "https://supabase.com/docs/guides/queues/quickstart",
+              "title": "Quickstart"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues",
+              "title": "Supabase Queues"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/broadcast",
+              "title": "Broadcast"
             }
           ],
-          "resultChars": 69432
+          "resultChars": 110767
         },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"Supabase Queues create queue read delete messages edge function\", limit: 6) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"Queues API read pop delete messages quickstart\", limit: 6) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
-              "title": "Automatic embeddings"
+              "url": "https://supabase.com/docs/guides/queues/quickstart",
+              "title": "Quickstart"
             },
             {
               "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions",
               "title": "Consuming Supabase Queue Messages with Edge Functions"
             },
-            {
-              "url": "https://supabase.com/docs/guides/queues/quickstart",
-              "title": "Quickstart"
-            },
             {
               "url": "https://supabase.com/docs/guides/queues",
               "title": "Supabase Queues"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/extensions/pgmq",
-              "title": "pgmq: Queues"
+              "url": "https://supabase.com/docs/guides/queues/pgmq",
+              "title": "PGMQ Extension"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/architecture",
-              "title": "Edge Functions Architecture"
+              "url": "https://supabase.com/docs/guides/integrations/vercel-marketplace",
+              "title": "Vercel Marketplace"
+            }
+          ],
+          "resultChars": 44237
+        },
+        {
+          "source": "search_docs",
+          "query": "{ searchDocs(query: \"cron schedule job every minute pg_cron unschedule\", limit: 2) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/database/extensions/pg_net",
+              "title": "pg_net: Async Networking"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/cron",
+              "title": "Cron"
             }
           ],
-          "resultChars": 55770
+          "resultChars": 15681
         }
       ]
     },
@@ -2709,7 +2912,7 @@
     },
     "prompt": "I have an existing Postgres database I want to migrate to Supabase. There's a binary dump at `source.dump` in the current directory.\n\nCan you set up a local Supabase project and restore the dump into it?",
     "promptSourcePath": "evals/build-database-001-migrate-postgres-to-supabase/PROMPT.md",
-    "attempts": 1,
+    "attempts": 2,
     "sourcePath": "claude-code-opus-5-no-skills/build-database-001-migrate-postgres-to-supabase.json"
   },
   {
@@ -2768,7 +2971,31 @@
       "loaded": []
     },
     "docs": {
-      "calls": []
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "{\n  searchDocs(query: \"edge function get user from Authorization header JWT auth.getUser RLS\", limit: 4) {\n    nodes {\n      title\n      href\n      content\n    }\n  }\n}",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/why-is-my-service-role-key-client-getting-rls-errors-or-not-returning-data-7_1K9z",
+              "title": "Why is my service role key client getting RLS errors or not returning data?"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth",
+              "title": "Securing Edge Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/javascript/auth-getuser"
+            }
+          ],
+          "resultChars": 16351
+        }
+      ]
     },
     "prompt": "I built an Edge Function called `private-notes` for showing a user's saved\nprivate notes.\n\nCan you check whether there's any way one user could see another user's notes?\n\nPlease fix and deploy it if needed.",
     "promptSourcePath": "evals/build-functions-004-service-role-bypass/PROMPT.md",
@@ -2809,37 +3036,37 @@
       {
         "name": "rejects request with no credentials",
         "passed": true,
-        "notes": "status 502: { \"message\":\"An invalid response was received from the upstream server\" }"
+        "notes": "status 401: {\"error\":\"Missing credentials\"}"
       },
       {
         "name": "user with JWT reads only their own rows",
-        "passed": false,
-        "notes": "status 502: { \"message\":\"An invalid response was received from the upstream server\" }"
+        "passed": true,
+        "notes": "status 200: {\"user_id\":\"f2b198ed-dda0-4196-9867-9606079f13c0\",\"stats\":[{\"user_id\":\"f2b198ed-dda0-4196-9867-9606079f13c0\",\"metric\":\"steps_a_mt947j2a\",\"value\":111}]}"
       },
       {
         "name": "user cannot read another user's rows by passing user_id",
         "passed": false,
-        "notes": "status 502: { \"message\":\"An invalid response was received from the upstream server\" }"
+        "notes": "status 403: {\"error\":\"Not allowed to read another user's stats\"}"
       },
       {
         "name": "service key bypasses RLS to read the target user's rows",
-        "passed": false,
-        "notes": "status 502: { \"message\":\"An invalid response was received from the upstream server\" }"
+        "passed": true,
+        "notes": "status 200: {\"user_id\":\"0d2d1c58-5b49-4172-bc94-ae57e342996a\",\"stats\":[{\"user_id\":\"0d2d1c58-5b49-4172-bc94-ae57e342996a\",\"metric\":\"steps_b_mt947j2a\",\"value\":222}]}"
       },
       {
         "name": "non-service key is not granted service access",
         "passed": true,
-        "notes": "status 502: { \"message\":\"An invalid response was received from the upstream server\" }"
+        "notes": "status 401: {\"error\":\"Missing credentials\"}"
       },
       {
         "name": "rejects an unverified (forged) user token",
         "passed": true,
-        "notes": "status 502: { \"message\":\"An invalid response was received from the upstream server\" }"
+        "notes": "status 401: {\"error\":\"Invalid or expired access token\"}"
       },
       {
         "name": "a user token in the apikey slot is not treated as the service key",
         "passed": true,
-        "notes": "status 502: { \"message\":\"An invalid response was received from the upstream server\" }"
+        "notes": "status 401: {\"error\":\"Missing credentials\"}"
       },
       {
         "name": "implementation uses @supabase/server",
@@ -2852,36 +3079,7 @@
       "loaded": []
     },
     "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"edge function environment variables SUPABASE_SERVICE_ROLE_KEY SB_SECRET_KEY publishable\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/secrets",
-              "title": "Environment Variables"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth",
-              "title": "Securing Edge Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/quickstarts/with-expo-react-native-social-auth",
-              "title": "Build a Social Auth App with Expo React Native"
-            }
-          ],
-          "resultChars": 94601
-        }
-      ]
+      "calls": []
     },
     "prompt": "Build and serve a Supabase Edge Function named `user-stats` for this project,\nreachable over HTTP at `/functions/v1/user-stats`.\n\nOur product stores per-user metrics in the existing `user_stats` table.\n\nTwo very different callers need to hit this one endpoint:\n\n1. **Our mobile app**, acting for a signed-in user. It sends that user's\n   Supabase access token. The endpoint should return the user's own stats.\n\n2. **Our internal billing service**, a trusted backend with no signed-in user.\n   It authenticates with the project's secret (service-role) key in the `apikey`\n   header, and names the target user with a `user_id` in the JSON request body.\n   It needs that user's stats.\n\nReturn the matching rows as JSON. The endpoint must be secure: only ever serve\nstats to a caller that is genuinely entitled to them, and turn away callers that\nare not.",
     "promptSourcePath": "evals/build-functions-005-dual-auth-user-secret/PROMPT.md",
@@ -3022,7 +3220,7 @@
       {
         "name": "user A lists only own files",
         "passed": true,
-        "notes": "saw: 019fdc8e-c692-723e-917b-7953678ca0d1/receipt-alpha.pdf, 019fdc8e-c692-723e-917b-7953678ca0d1/receipt-beta.pdf"
+        "notes": "saw: 01a03a86-fd06-728f-9fe9-b4434aac1ccf/receipt-alpha.pdf, 01a03a86-fd06-728f-9fe9-b4434aac1ccf/receipt-beta.pdf"
       },
       {
         "name": "user B cannot read user A files",
@@ -3043,172 +3241,7 @@
       {
         "name": "configured private per-user storage access",
         "passed": true,
-        "judgeNotes": "Meets all requirements: private user-files bucket, authenticated owner-scoped SELECT and INSERT policies with WITH CHECK, RLS kept enabled, and supabase-js createSignedUrl/createSignedUrls with expiry for temporary sharing."
-      }
-    ],
-    "skills": {
-      "available": [],
-      "loaded": []
-    },
-    "docs": {
-      "calls": []
-    },
-    "prompt": "Our app lets signed-in users keep personal files like receipts and bank\nstatements. These files are private — a user must only ever be able to upload\nand download their own. The app uploads each file under a path that starts\nwith the owner's user id, e.g. `<user_id>/receipt-march.pdf`.\n\nSet up a `user-files` bucket on our project and lock it down that way.\n\nUsers also sometimes share one of their files with someone else through a\ntemporary link that expires. Include the supabase-js code the app should use\nfor that.",
-    "promptSourcePath": "evals/build-storage-001-private-bucket-access/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "claude-code-opus-5-no-skills/build-storage-001-private-bucket-access.json"
-  },
-  {
-    "experiment": "claude-code-opus-5-no-skills",
-    "experimentSuite": "no-skills",
-    "experimentDisplay": {
-      "agent": "claude-code",
-      "modelProvider": "anthropic",
-      "modelId": "claude-opus-5",
-      "reasoningEffort": "high"
-    },
-    "eval": "build-tests-001-rls-tenant-isolation",
-    "stage": "build",
-    "product": [
-      "database"
-    ],
-    "topic": [
-      "tests",
-      "rls"
-    ],
-    "suite": "benchmark",
-    "interface": "cli",
-    "passed": true,
-    "checks": [
-      {
-        "name": "pgTAP test file(s) written under supabase/tests/",
-        "passed": true,
-        "notes": "3 file(s): supabase/tests/database/02_posts_tenant_isolation.test.sql, supabase/tests/database/03_memberships_and_writes.test.sql, supabase/tests/database/01_notes_tenant_isolation.test.sql"
-      },
-      {
-        "name": "pgTAP isolation tests ran and pass",
-        "passed": true,
-        "notes": "4 passed, 2 failed"
-      },
-      {
-        "name": "agent correctly identifies the posts isolation bug from test results",
-        "passed": true,
-        "judgeNotes": "The agent correctly identifies `posts` as the broken tenant isolation policy, explains that authenticated members can read posts from orgs they are not members of, and grounds this in pgTAP/direct test results. It also distinguishes `notes` as passing isolation."
-      }
-    ],
-    "skills": {
-      "available": [],
-      "loaded": []
-    },
-    "docs": {
-      "calls": []
-    },
-    "prompt": "Can you audit the tenant isolation on our tables? Write some database tests covering both the happy path and the negative case, run them, and share the results.",
-    "promptSourcePath": "evals/build-tests-001-rls-tenant-isolation/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "claude-code-opus-5-no-skills/build-tests-001-rls-tenant-isolation.json"
-  },
-  {
-    "experiment": "claude-code-opus-5-no-skills",
-    "experimentSuite": "no-skills",
-    "experimentDisplay": {
-      "agent": "claude-code",
-      "modelProvider": "anthropic",
-      "modelId": "claude-opus-5",
-      "reasoningEffort": "high"
-    },
-    "eval": "build-vectors-001-rag-with-permissions",
-    "stage": "build",
-    "product": [
-      "database",
-      "vectors"
-    ],
-    "topic": [
-      "sql",
-      "rls"
-    ],
-    "suite": "benchmark",
-    "interface": "mcp",
-    "passed": true,
-    "checks": [
-      {
-        "name": "document_sections.embedding is vector(384)",
-        "passed": true,
-        "notes": "vector(384)"
-      },
-      {
-        "name": "HNSW index on the embedding column",
-        "passed": true,
-        "notes": "CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_ip_ops)"
-      },
-      {
-        "name": "index operator class matches the search operator",
-        "passed": true,
-        "notes": "function operators: <#>\nindexes: CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_ip_ops)"
-      },
-      {
-        "name": "user A search returns only own sections, best match first",
-        "passed": true
-      },
-      {
-        "name": "user B search returns only own sections, best match first",
-        "passed": true
-      },
-      {
-        "name": "user A reads only own sections through the API",
-        "passed": true
-      },
-      {
-        "name": "user A reads only own documents through the API",
-        "passed": true
-      }
-    ],
-    "skills": {
-      "available": [],
-      "loaded": []
-    },
-    "docs": {
-      "calls": []
-    },
-    "prompt": "We're adding semantic search to our internal knowledge base app. I already wrote the edge functions, but search doesn't work yet. Can you set up whatever the database needs to make search work end to end?\n\nSome documents are confidential, so users should only have access to documents they own.",
-    "promptSourcePath": "evals/build-vectors-001-rag-with-permissions/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "claude-code-opus-5-no-skills/build-vectors-001-rag-with-permissions.json"
-  },
-  {
-    "experiment": "claude-code-opus-5-no-skills",
-    "experimentSuite": "no-skills",
-    "experimentDisplay": {
-      "agent": "claude-code",
-      "modelProvider": "anthropic",
-      "modelId": "claude-opus-5",
-      "reasoningEffort": "high"
-    },
-    "eval": "deploy-database-001-prometheus-metrics",
-    "stage": "deploy",
-    "product": [
-      "database"
-    ],
-    "topic": [
-      "observability"
-    ],
-    "suite": "benchmark",
-    "interface": "cli",
-    "passed": true,
-    "checks": [
-      {
-        "name": "preserved existing app scrape job",
-        "passed": true
-      },
-      {
-        "name": "configured the Supabase Metrics API scrape correctly",
-        "passed": true,
-        "judgeNotes": "Supabase scrape uses HTTPS, correct metrics path, Basic Auth with password_file, targets a supabase.co project ref, preserves the app job, and docker-compose mounts the secrets directory containing the password file path."
-      },
-      {
-        "name": "documented live deployment and verification steps",
-        "passed": true,
-        "judgeNotes": "README includes Secret API key creation, matching secret file path, Compose restart/up and reload guidance, plus concrete verification via Prometheus targets, PromQL API, and Grafana dashboard checks."
+        "judgeNotes": "Creates a private user-files bucket, keeps RLS enabled, adds authenticated owner-scoped SELECT and INSERT policies, and uses createSignedUrl with a 15-minute expiry."
       }
     ],
     "skills": {
@@ -3219,34 +3252,266 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"Prometheus metrics endpoint scrape project metrics observability\", limit: 6) { nodes { title href content } } }",
+          "query": "{\n  searchDocs(query: \"storage RLS policy user owns folder path first token uid private bucket\", limit: 5) {\n    nodes {\n      title\n      href\n      content\n      subsections { nodes { title href content } }\n    }\n  }\n}",
+          "hasContent": true,
+          "pages": []
+        },
+        {
+          "source": "search_docs",
+          "query": "{\n  searchDocs(query: \"createSignedUrl signed URL expiring temporary link storage\", limit: 5) {\n    nodes {\n      title\n      href\n      content\n      subsections { nodes { title href content } }\n    }\n  }\n}",
+          "hasContent": true,
+          "pages": []
+        },
+        {
+          "source": "search_docs",
+          "query": "{\n  searchDocs(query: \"storage RLS policy owner folder path first token auth uid private bucket access control\", limit: 6) {\n    nodes {\n      title\n      href\n      content\n      ... on Guide { subsections { nodes { title href content } } }\n    }\n  }\n}",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
-              "title": "Metrics API"
+              "url": "https://supabase.com/docs/guides/security/product-security",
+              "title": "Secure configuration of Supabase products"
             },
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
-              "title": "Vendor-agnostic Metrics API setup"
+              "url": "https://supabase.com/docs/guides/security/product-security#database",
+              "title": "Database"
             },
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted",
-              "title": "Metrics API with Prometheus & Grafana (self-hosted)"
+              "url": "https://supabase.com/docs/guides/security/product-security#storage",
+              "title": "Storage"
             },
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud",
-              "title": "Metrics API with Grafana Cloud"
+              "url": "https://supabase.com/docs/guides/security/product-security#realtime",
+              "title": "Realtime"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/security/product-security#auth",
+              "title": "Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
+              "title": "Storage Buckets"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals#access-model",
+              "title": "Access model"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals#private-buckets",
+              "title": "Private buckets"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals#example-use-cases",
+              "title": "Example use cases:"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals#public-buckets",
+              "title": "Public buckets"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals#example-use-cases-1",
+              "title": "Example use cases:"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/access-control",
+              "title": "Storage Access Control"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/access-control#access-policies",
+              "title": "Access policies"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/access-control#policy-examples",
+              "title": "Policy examples"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/access-control#bypassing-access-controls",
+              "title": "Bypassing access controls"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
+              "title": "Configure S3 Storage"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#additional-resources",
+              "title": "Additional resources"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#upload-urls-point-to-localhost",
+              "title": "Upload URLs point to localhost"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#permission-denied-on-uploads",
+              "title": "Permission denied on uploads"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#tus-upload-errors-on-cloudflare-r2",
+              "title": "TUS upload errors on Cloudflare R2"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#signature-mismatch-errors",
+              "title": "Signature mismatch errors"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#troubleshooting",
+              "title": "Troubleshooting"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#session-token",
+              "title": "Session token"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#how-to-configure-an-s3-backend",
+              "title": "How to configure an S3 backend"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#test-with-rclone",
+              "title": "Test with rclone"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#test-with-the-aws-cli",
+              "title": "Test with the AWS CLI"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#enable-the-s3-protocol-endpoint",
+              "title": "Enable the S3 protocol endpoint"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#verify",
+              "title": "Verify"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#s3-compatible-providers",
+              "title": "S3-compatible providers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#using-aws-s3",
+              "title": "Using AWS S3"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#using-minio",
+              "title": "Using MinIO"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#using-rustfs",
+              "title": "Using RustFS"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/clerk",
+              "title": "Clerk"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/clerk#deprecated-integration-with-jwt-templates",
+              "title": "Deprecated integration with JWT templates"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/clerk#example-check-user-has-passed-second-factor-verification",
+              "title": "Example: Check user has passed second factor verification"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/clerk#example-check-user-organization-role",
+              "title": "Example: Check user organization role"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/clerk#using-rls-policies",
+              "title": "Using RLS policies"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/clerk#setup-the-supabase-client-library",
+              "title": "Setup the Supabase client library"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/clerk#manually-configuring-your-clerk-instance",
+              "title": "Manually configuring your Clerk instance"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/clerk#configure-for-local-development-or-self-hosting",
+              "title": "Configure for local development or self-hosting"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/clerk#getting-started",
+              "title": "Getting started"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/ownership",
+              "title": "Ownership"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/ownership#access-control",
+              "title": "Access control"
+            }
+          ],
+          "resultChars": 72375
+        },
+        {
+          "source": "search_docs",
+          "query": "{\n  searchDocs(query: \"createSignedUrl expiring temporary shareable link storage download\", limit: 6) {\n    nodes {\n      title\n      href\n      content\n      ... on ClientLibraryFunctionReference { language methodName }\n      ... on Guide { subsections { nodes { title href content } } }\n    }\n  }\n}",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsignedurl"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/dart/file-buckets-createsignedurl"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsignedurls"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/serving/downloads",
+              "title": "Serving assets from Storage"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/serving/downloads#public-buckets",
+              "title": "Public buckets"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/serving/downloads#downloading",
+              "title": "Downloading"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/serving/downloads#programmatic-downloads-with-query-parameters",
+              "title": "Programmatic downloads with query parameters"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/serving/downloads#private-buckets",
+              "title": "Private buckets"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/serving/downloads#signing-urls",
+              "title": "Signing URLs"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsigneduploadurl"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/csharp/storage-from-createsignedurl",
+              "title": "From().CreateSignedUrl()"
+            }
+          ],
+          "resultChars": 13500
+        },
+        {
+          "source": "search_docs",
+          "query": "{\n  searchDocs(query: \"storage.foldername ownership policy per user folder\", limit: 2) {\n    nodes {\n      title\n      href\n      content\n    }\n  }\n}",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/storage/schema/helper-functions",
+              "title": "Storage Helper Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/management/copy-move-objects",
+              "title": "Copy Objects"
             }
           ],
-          "resultChars": 19943
+          "resultChars": 7307
         }
       ]
     },
-    "prompt": "Can you wire my Supabase project metrics into our existing observability stack and document\nin the observability README what we need to do to make the config live?",
-    "promptSourcePath": "evals/deploy-database-001-prometheus-metrics/PROMPT.md",
+    "prompt": "Our app lets signed-in users keep personal files like receipts and bank\nstatements. These files are private — a user must only ever be able to upload\nand download their own. The app uploads each file under a path that starts\nwith the owner's user id, e.g. `<user_id>/receipt-march.pdf`.\n\nSet up a `user-files` bucket on our project and lock it down that way.\n\nUsers also sometimes share one of their files with someone else through a\ntemporary link that expires. Include the supabase-js code the app should use\nfor that.",
+    "promptSourcePath": "evals/build-storage-001-private-bucket-access/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "claude-code-opus-5-no-skills/deploy-database-001-prometheus-metrics.json"
+    "sourcePath": "claude-code-opus-5-no-skills/build-storage-001-private-bucket-access.json"
   },
   {
     "experiment": "claude-code-opus-5-no-skills",
@@ -3257,35 +3522,33 @@
       "modelId": "claude-opus-5",
       "reasoningEffort": "high"
     },
-    "eval": "deploy-functions-001-edge-function-secrets",
-    "stage": "deploy",
+    "eval": "build-tests-001-rls-tenant-isolation",
+    "stage": "build",
     "product": [
-      "edge-functions"
+      "database"
     ],
     "topic": [
-      "security"
+      "tests",
+      "rls"
     ],
     "suite": "benchmark",
     "interface": "cli",
     "passed": true,
     "checks": [
       {
-        "name": "WEATHER_API_KEY is set as a Function secret on the project",
-        "passed": true
-      },
-      {
-        "name": "the weather function is deployed to the project",
+        "name": "pgTAP test file(s) written under supabase/tests/",
         "passed": true,
-        "notes": "status ACTIVE"
+        "notes": "1 file(s): supabase/tests/tenant_isolation_test.sql"
       },
       {
-        "name": "the weather function reads WEATHER_API_KEY from the environment",
+        "name": "pgTAP isolation tests ran and pass",
         "passed": true,
-        "judgeNotes": "The function reads WEATHER_API_KEY from the runtime environment using Deno.env.get(\"WEATHER_API_KEY\")."
+        "notes": "11 passed, 5 failed"
       },
       {
-        "name": "WEATHER_API_KEY value is not committed to the repo",
-        "passed": true
+        "name": "agent correctly identifies the posts isolation bug from test results",
+        "passed": true,
+        "judgeNotes": "Correctly identifies the `posts` policy as allowing cross-tenant reads and grounds this in the pgTAP failure showing an org A member reading org B's post. It treats the tests as authoritative and correctly distinguishes `notes` as isolated."
       }
     ],
     "skills": {
@@ -3293,37 +3556,257 @@
       "loaded": []
     },
     "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"edge functions environment variables secrets manage\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/functions/secrets",
-              "title": "Environment Variables"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
-            },
+      "calls": []
+    },
+    "prompt": "Can you audit the tenant isolation on our tables? Write some database tests covering both the happy path and the negative case, run them, and share the results.",
+    "promptSourcePath": "evals/build-tests-001-rls-tenant-isolation/PROMPT.md",
+    "attempts": 1,
+    "sourcePath": "claude-code-opus-5-no-skills/build-tests-001-rls-tenant-isolation.json"
+  },
+  {
+    "experiment": "claude-code-opus-5-no-skills",
+    "experimentSuite": "no-skills",
+    "experimentDisplay": {
+      "agent": "claude-code",
+      "modelProvider": "anthropic",
+      "modelId": "claude-opus-5",
+      "reasoningEffort": "high"
+    },
+    "eval": "build-vectors-001-rag-with-permissions",
+    "stage": "build",
+    "product": [
+      "database",
+      "vectors"
+    ],
+    "topic": [
+      "sql",
+      "rls"
+    ],
+    "suite": "benchmark",
+    "interface": "mcp",
+    "passed": true,
+    "checks": [
+      {
+        "name": "document_sections.embedding is vector(384)",
+        "passed": true,
+        "notes": "vector(384)"
+      },
+      {
+        "name": "HNSW index on the embedding column",
+        "passed": true,
+        "notes": "CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops)"
+      },
+      {
+        "name": "index operator class matches the search operator",
+        "passed": true,
+        "notes": "function operators: <=>\nindexes: CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops)"
+      },
+      {
+        "name": "user A search returns only own sections, best match first",
+        "passed": true
+      },
+      {
+        "name": "user B search returns only own sections, best match first",
+        "passed": true
+      },
+      {
+        "name": "user A reads only own sections through the API",
+        "passed": true
+      },
+      {
+        "name": "user A reads only own documents through the API",
+        "passed": true
+      }
+    ],
+    "skills": {
+      "available": [],
+      "loaded": []
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "{ searchDocs(query: \"Supabase.ai Session gte-small embedding dimensions vector\", limit: 4) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/reference/cli/supabase-secrets",
-              "title": "Manage Supabase secrets"
+              "url": "https://supabase.com/docs/guides/ai/semantic-search",
+              "title": "Semantic search"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
-              "title": "Automatic embeddings"
+              "url": "https://supabase.com/docs/guides/ai/choosing-compute-addon",
+              "title": "Choosing your Compute Add-on"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/concepts",
+              "title": "Concepts"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/ai-models",
+              "title": "Running AI Models"
+            }
+          ],
+          "resultChars": 56053
+        }
+      ]
+    },
+    "prompt": "We're adding semantic search to our internal knowledge base app. I already wrote the edge functions, but search doesn't work yet. Can you set up whatever the database needs to make search work end to end?\n\nSome documents are confidential, so users should only have access to documents they own.",
+    "promptSourcePath": "evals/build-vectors-001-rag-with-permissions/PROMPT.md",
+    "attempts": 1,
+    "sourcePath": "claude-code-opus-5-no-skills/build-vectors-001-rag-with-permissions.json"
+  },
+  {
+    "experiment": "claude-code-opus-5-no-skills",
+    "experimentSuite": "no-skills",
+    "experimentDisplay": {
+      "agent": "claude-code",
+      "modelProvider": "anthropic",
+      "modelId": "claude-opus-5",
+      "reasoningEffort": "high"
+    },
+    "eval": "deploy-database-001-prometheus-metrics",
+    "stage": "deploy",
+    "product": [
+      "database"
+    ],
+    "topic": [
+      "observability"
+    ],
+    "suite": "benchmark",
+    "interface": "cli",
+    "passed": true,
+    "checks": [
+      {
+        "name": "preserved existing app scrape job",
+        "passed": true
+      },
+      {
+        "name": "configured the Supabase Metrics API scrape correctly",
+        "passed": true,
+        "judgeNotes": "HTTPS Supabase target, correct metrics path, Basic Auth password_file, matching Compose secret mount, and existing app scrape are all present."
+      },
+      {
+        "name": "documented live deployment and verification steps",
+        "passed": true,
+        "judgeNotes": "README provides Secret API key creation, matching secret-file placement, Compose startup/reload, and concrete verification through Prometheus targets, PromQL, and Grafana."
+      }
+    ],
+    "skills": {
+      "available": [],
+      "loaded": []
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "{ searchDocs(query: \"Prometheus metrics endpoint project observability\", limit: 6) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
+              "title": "Metrics API"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
+              "title": "Vendor-agnostic Metrics API setup"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud",
+              "title": "Metrics API with Grafana Cloud"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted",
+              "title": "Metrics API with Prometheus & Grafana (self-hosted)"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/api/v1-scrape-project-metrics",
+              "title": "Scrape a project's metrics"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/read-replicas",
+              "title": "Read Replicas"
+            }
+          ],
+          "resultChars": 29685
+        },
+        {
+          "source": "search_docs",
+          "query": "{ searchDocs(query: \"create secret API key sb_secret legacy JWT keys migration\", limit: 4) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-redwoodjs",
+              "title": "Build a User Management App with RedwoodJS"
             }
           ],
-          "resultChars": 61195
+          "resultChars": 88111
         }
       ]
     },
+    "prompt": "Can you wire my Supabase project metrics into our existing observability stack and document\nin the observability README what we need to do to make the config live?",
+    "promptSourcePath": "evals/deploy-database-001-prometheus-metrics/PROMPT.md",
+    "attempts": 1,
+    "sourcePath": "claude-code-opus-5-no-skills/deploy-database-001-prometheus-metrics.json"
+  },
+  {
+    "experiment": "claude-code-opus-5-no-skills",
+    "experimentSuite": "no-skills",
+    "experimentDisplay": {
+      "agent": "claude-code",
+      "modelProvider": "anthropic",
+      "modelId": "claude-opus-5",
+      "reasoningEffort": "high"
+    },
+    "eval": "deploy-functions-001-edge-function-secrets",
+    "stage": "deploy",
+    "product": [
+      "edge-functions"
+    ],
+    "topic": [
+      "security"
+    ],
+    "suite": "benchmark",
+    "interface": "cli",
+    "passed": true,
+    "checks": [
+      {
+        "name": "WEATHER_API_KEY is set as a Function secret on the project",
+        "passed": true
+      },
+      {
+        "name": "the weather function is deployed to the project",
+        "passed": true,
+        "notes": "status ACTIVE"
+      },
+      {
+        "name": "the weather function reads WEATHER_API_KEY from the environment",
+        "passed": true,
+        "judgeNotes": "Reads WEATHER_API_KEY from the runtime environment using Deno.env.get(\"WEATHER_API_KEY\")."
+      },
+      {
+        "name": "WEATHER_API_KEY value is not committed to the repo",
+        "passed": true
+      }
+    ],
+    "skills": {
+      "available": [],
+      "loaded": []
+    },
+    "docs": {
+      "calls": []
+    },
     "prompt": "Our weather widget currently calls WeatherAPI straight from the browser, which\nleaks our API key. I want to move that behind a Supabase Edge Function called\n`weather` that holds the key server-side and proxies the request.\n\nThe function should read the key from an environment variable named\n`WEATHER_API_KEY`. Our key already lives in a local `.env` file at the project\nroot.\n\nDeploy the function to our project so it's live, and make sure the deployed\nfunction can actually read the key at runtime.",
     "promptSourcePath": "evals/deploy-functions-001-edge-function-secrets/PROMPT.md",
     "attempts": 1,
@@ -3431,8 +3914,8 @@
       },
       {
         "name": "diagnosed and explained session revocation",
-        "passed": true,
-        "judgeNotes": "The answer diagnoses the original flow as only soft-deleting public.profiles and not touching auth.users/sessions/refresh tokens. It implements real revocation by banning/soft-deleting the auth user and deleting refresh_tokens/sessions, plus RLS gating. It consistently explains JWT access tokens remain cryptographically valid until expiry for local validation, while its implemented RLS/session-existence check closes the Data API window. It also correctly distinguishes publishable frontend keys under anon/authenticated + RLS from secret/service_role backend-only keys that bypass RLS."
+        "passed": false,
+        "judgeNotes": "The flow revokes sessions/refresh tokens and bans the user, but does not delete/remove the auth identity. More importantly, its window claim contradicts its RLS: the profile SELECT policy remains accessible to the stale JWT, yet it claims “notes and profiles” have no post-deletion window. That profile access persists until token expiry, which must be acknowledged."
       }
     ],
     "skills": {
@@ -3443,208 +3926,84 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "{\n  banned: searchDocs(query: \"ban user banned_until revoke session delete user admin API\", limit: 4) {\n    nodes { title href content }\n  }\n  keys: searchDocs(query: \"publishable key secret key legacy anon service_role API keys migration RLS\", limit: 6) {\n    nodes { title href content }\n  }\n}",
+          "query": "{ searchDocs(query: \"publishable key secret key legacy anon service_role API keys RLS\", limit: 8) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/auth/passkeys",
-              "title": "Passkey authentication"
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/auth-anonymous",
-              "title": "Anonymous Sign-Ins"
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
-              "title": "User Management"
+              "url": "https://supabase.com/docs/guides/auth/server-side/creating-a-client",
+              "title": "Creating a Supabase client for SSR"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/sso/multiple-providers",
-              "title": "Multiple SSO Providers"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/secrets",
+              "title": "Environment Variables"
             },
             {
               "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-redwoodjs",
               "title": "Build a User Management App with RedwoodJS"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/storage/security/access-control",
+              "title": "Storage Access Control"
             },
             {
               "url": "https://supabase.com/docs/guides/auth/quickstarts/with-expo-react-native-social-auth",
               "title": "Build a Social Auth App with Expo React Native"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/signing-keys",
-              "title": "JWT Signing Keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-sveltekit",
-              "title": "Build a User Management App with SvelteKit"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-solidjs",
-              "title": "Build a User Management App with SolidJS"
-            }
-          ],
-          "resultChars": 245869
-        },
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"publishable key secret key API keys\", limit: 3) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/signing-keys",
-              "title": "JWT Signing Keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
-              "title": "New API Keys and Asymmetric Authentication"
             }
           ],
-          "resultChars": 61983
+          "resultChars": 201112
         },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"sb_secret sb_publishable new API keys migration\", limit: 2) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"delete user account admin deleteUser revoke sessions sign out global JWT expiry\", limit: 8) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/reference/swift/auth-admin-signout",
+              "title": "signOut()"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
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-              "title": "JWT Signing Keys"
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               "title": "Signing out"
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-            },
-            {
-              "url": "https://supabase.com/docs/reference/javascript/auth-admin-signout"
+              "url": "https://supabase.com/docs/guides/auth/jwt-fields",
+              "title": "JWT Claims Reference"
             }
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+          "query": "{ searchDocs(query: \"new API keys publishable secret key migration\", limit: 2) { nodes { title href content } } }",
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-              "title": "Anonymous Sign-Ins"
-            }
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-          "source": "search_docs",
-          "query": "{ a: error(code: \"session_not_found\", service: AUTH) { code message } b: error(code: \"user_not_found\", service: AUTH) { code message } c: error(code: \"refresh_token_not_found\", service: AUTH) { code message } d: error(code: \"refresh_token_already_used\", service: AUTH) { code message } e: error(code: \"session_expired\", service: AUTH) { code message } }",
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@@ -3993,7 +4070,7 @@
       {
         "name": "diagnosed missing publication membership",
         "passed": true,
-        "judgeNotes": "The answer correctly identifies that the channel can reach SUBSCRIBED while INSERT events are silent because public.orders was missing from the supabase_realtime publication. It fixes exactly that with ALTER PUBLICATION supabase_realtime ADD TABLE public.orders, preserves courier_locations, keeps RLS/policies intact, and explicitly does not blame RLS or client code."
+        "judgeNotes": "Correctly identified and fixed the missing orders table in the existing supabase_realtime publication while preserving courier_locations, policies, and RLS."
       }
     ],
     "skills": {
@@ -4032,17 +4109,17 @@
       {
         "name": "identified image-transform and the recurring 503 pattern",
         "passed": true,
-        "judgeNotes": "The assistant clearly identified `image-transform` as the affected function and described the recurring pattern of eight HTTP 503 gateway failures spread through the morning of 2026-04-28, while distinguishing them from older billing-webhook 503s."
+        "judgeNotes": "Identified image-transform and all 8 recurring HTTP 503 gateway failures from 07:00Z–12:00Z on 2026-04-28, distinguishing them from older billing-webhook errors."
       },
       {
         "name": "attributed recurring 503s to gateway/platform layer, not function code",
         "passed": true,
-        "judgeNotes": "Attributes the recurring image-transform 503s to the gateway/platform layer, not function code, and grounds this in valid observations: 503s only in gateway logs with no runtime invocations, nearby successful invocations, unchanged deployment/version, and distinction from avatar-upload's function-level 500."
+        "judgeNotes": "Attributes image-transform 503s to the gateway/platform layer, supported by gateway-only 503 records with no matching invocations, nearby successful v42 invocations, and a clear distinction from avatar-upload’s function-level 500."
       },
       {
         "name": "recommended a concrete next step",
         "passed": true,
-        "judgeNotes": "The assistant recommended multiple concrete next steps: investigate half-hour scheduled jobs/concurrency, query function_edge_logs for status>=500, check Edge Function limits/metrics, open a support ticket with timestamps, and examine avatar-upload error output."
+        "judgeNotes": "Recommended concrete actions, especially opening a Supabase support ticket with gateway IDs and incident timing, plus separate package-level investigation, structured logging, retry review, and dashboard log retrieval."
       }
     ],
     "skills": {
@@ -4108,7 +4185,7 @@
       {
         "name": "diagnosed RLS and added owner-scoped policies",
         "passed": true,
-        "judgeNotes": "Diagnosed RLS enabled with zero policies as the cause of empty Data API results, kept RLS enabled, and created authenticated-only owner-scoped SELECT and INSERT policies using auth.uid() with WITH CHECK for inserts."
+        "judgeNotes": "Correctly diagnosed deny-all RLS with no policies and added authenticated-only, owner-scoped SELECT and INSERT policies using auth.uid(), while keeping RLS enabled."
       }
     ],
     "skills": {
@@ -4167,7 +4244,7 @@
       {
         "name": "the avatar migration and history reconciliation were done via the Supabase CLI",
         "passed": true,
-        "judgeNotes": "Avatar migration was applied through the Supabase CLI with `supabase db push` in action #19, showing `Applying migration 20240220000000_add_avatar_url.sql...` and `Finished supabase db push.` The orphan bio migration was reconciled by adding the local file `20240115000000_add_profile_bio.sql` in action #16, after which Supabase CLI migration list showed it matched remote (#17) and the subsequent `db push` succeeded. No disallowed direct-SQL mutation or prepared-statement workaround was used."
+        "judgeNotes": "`supabase db push` (#19) applied `20240220000000_add_avatar_url.sql`, showing both “Applying migration” and successful completion. The orphan bio history was reconciled by adding the matching local migration file (#16), then letting the CLI list/push align history (#17–#21). No prohibited remote mutation workaround was used; psql access was read-only inspection of the remote."
       }
     ],
     "skills": {
@@ -4342,7 +4419,7 @@
       {
         "name": "signUp creates the account and returns its user id",
         "passed": true,
-        "notes": "db user 0ac704f8-596e-4f98-84c9-00595301873d, signUp returned {\"userId\":\"0ac704f8-596e-4f98-84c9-00595301873d\"}"
+        "notes": "db user 83bf1453-e51b-4041-b195-715392bb1017, signUp returned {\"userId\":\"83bf1453-e51b-4041-b195-715392bb1017\"}"
       },
       {
         "name": "signup metadata reaches the profile (display name)",
@@ -4357,7 +4434,7 @@
       {
         "name": "signIn with the right password returns the user id",
         "passed": true,
-        "notes": "{\"userId\":\"0ac704f8-596e-4f98-84c9-00595301873d\"}"
+        "notes": "{\"userId\":\"83bf1453-e51b-4041-b195-715392bb1017\"}"
       },
       {
         "name": "getMyProfile returns the signed-in user's profile",
@@ -4575,7 +4652,7 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"cron.schedule pgmq send queue example\", limit: 5) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"pg_cron schedule job every minute cron.schedule\", limit: 3) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
@@ -4583,87 +4660,47 @@
               "title": "pg_net: Async Networking"
             },
             {
-              "url": "https://supabase.com/docs/guides/queues/pgmq",
-              "title": "PGMQ Extension"
-            }
-          ],
-          "resultChars": 35564
-        },
-        {
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-          "query": "{ searchDocs(query: \"Edge Functions read from queue pgmq delete message worker\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
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-              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
-              "title": "Automatic embeddings"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions",
-              "title": "Consuming Supabase Queue Messages with Edge Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/recursive-functions",
-              "title": "Recursive / Nested Function Calls"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/features",
-              "title": "Features"
+              "url": "https://supabase.com/docs/guides/auth/auth-hooks/send-sms-hook",
+              "title": "Send SMS Hook"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/migrating-within-supabase/backup-restore",
-              "title": "Backup and Restore using the CLI"
+              "url": "https://supabase.com/docs/guides/auth/auth-hooks/send-email-hook",
+              "title": "Send Email Hook"
             }
           ],
-          "resultChars": 93380
+          "resultChars": 79601
         },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"Edge Functions default environment variables SUPABASE_SERVICE_ROLE_KEY SUPABASE_URL automatically available\", limit: 3) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"Supabase Queues pgmq read delete messages\", limit: 3) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/functions/secrets",
-              "title": "Environment Variables"
+              "url": "https://supabase.com/docs/guides/queues/quickstart",
+              "title": "Quickstart"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions",
+              "title": "Consuming Supabase Queue Messages with Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
+              "url": "https://supabase.com/docs/guides/queues",
+              "title": "Supabase Queues"
             }
           ],
-          "resultChars": 28165
+          "resultChars": 17123
         },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"Queues schedule cron job to process messages Edge Function example\", limit: 5) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"cron.schedule syntax examples every minute\", limit: 1) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
-              "title": "Automatic embeddings"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions",
-              "title": "Consuming Supabase Queue Messages with Edge Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/auth-hooks/send-email-hook",
-              "title": "Send Email Hook"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/examples/slack-bot-mention",
-              "title": "Slack Bot Mention Edge Function"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/schedule-functions",
-              "title": "Scheduling Edge Functions"
+              "url": "https://supabase.com/docs/guides/cron/quickstart",
+              "title": "Quickstart"
             }
           ],
-          "resultChars": 81933
+          "resultChars": 9032
         }
       ]
     },
@@ -4759,7 +4796,7 @@
     "suite": "benchmark",
     "interface": "cli",
     "cliVersion": "2.109.1",
-    "passed": true,
+    "passed": false,
     "checks": [
       {
         "name": "report runs and prints JSON",
@@ -4778,8 +4815,8 @@
       },
       {
         "name": "implementation uses @supabase/supabase-js",
-        "passed": true,
-        "notes": "imports found in: app/restock.mjs"
+        "passed": false,
+        "notes": "no @supabase/supabase-js import found — this eval requires the SDK"
       },
       {
         "name": "report queries via the Data API, not raw SQL",
@@ -4801,7 +4838,7 @@
     },
     "prompt": "Purchasing needs a restock alert. `app/restock.mjs` has the spec in a\ncomment — it runs in our Node backend worker and prints a JSON list of what\nneeds reordering, with who to email about it.\n\nThe data lives in the Supabase project in `supabase/` (already running\nlocally). Finish the script and make sure it prints the right alerts.",
     "promptSourcePath": "evals/build-dataapi-002-restock-alert-report/PROMPT.md",
-    "attempts": 1,
+    "attempts": 2,
     "sourcePath": "claude-code-sonnet-5/build-dataapi-002-restock-alert-report.json"
   },
   {
@@ -4919,9 +4956,7 @@
         "supabase",
         "supabase-postgres-best-practices"
       ],
-      "loaded": [
-        "supabase"
-      ]
+      "loaded": []
     },
     "docs": {
       "calls": []
@@ -4970,17 +5005,17 @@
       {
         "name": "user with JWT reads only their own rows",
         "passed": true,
-        "notes": "status 200: {\"data\":[{\"user_id\":\"9dfb45f7-a584-480f-9567-31a82085a4db\",\"metric\":\"steps_a_msj1bz52\",\"value\":111}]}"
+        "notes": "status 200: {\"data\":[{\"user_id\":\"86138b89-d82a-4ea4-9c08-739478e83dcf\",\"metric\":\"steps_a_mt93k9e6\",\"value\":111}]}"
       },
       {
         "name": "user cannot read another user's rows by passing user_id",
         "passed": true,
-        "notes": "status 200: {\"data\":[{\"user_id\":\"9dfb45f7-a584-480f-9567-31a82085a4db\",\"metric\":\"steps_a_msj1bz52\",\"value\":111}]}"
+        "notes": "status 200: {\"data\":[{\"user_id\":\"86138b89-d82a-4ea4-9c08-739478e83dcf\",\"metric\":\"steps_a_mt93k9e6\",\"value\":111}]}"
       },
       {
         "name": "service key bypasses RLS to read the target user's rows",
         "passed": true,
-        "notes": "status 200: {\"data\":[{\"user_id\":\"7ef32f13-71a0-4757-84bc-00f9632c3443\",\"metric\":\"steps_b_msj1bz52\",\"value\":222}]}"
+        "notes": "status 200: {\"data\":[{\"user_id\":\"c9a558c7-d7db-4e4e-b811-ab6a9e80b172\",\"metric\":\"steps_b_mt93k9e6\",\"value\":222}]}"
       },
       {
         "name": "non-service key is not granted service access",
@@ -5016,91 +5051,35 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"Edge Functions environment variables SUPABASE_URL SUPABASE_SERVICE_ROLE_KEY SUPABASE_ANON_KEY secret key\", limit: 5) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"Edge Functions auth verify_jwt service role apikey header\", limit: 5) { nodes { title href ... on Guide { content } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/functions/secrets",
-              "title": "Environment Variables"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
-              "title": "Integrating With Supabase Auth"
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
             },
-            {
-              "url": "https://supabase.com/docs/guides/functions/storage-caching",
-              "title": "Integrating with Supabase Storage"
-            }
-          ],
-          "resultChars": 36932
-        },
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"new API keys publishable secret key edge functions verify_jwt\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
             {
               "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
               "title": "Migrating to publishable and secret API keys"
             },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
-              "title": "Understanding API keys"
-            },
             {
               "url": "https://supabase.com/docs/guides/functions/auth-headers",
               "title": "Authorization headers"
             },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth",
-              "title": "Securing Edge Functions"
-            },
             {
               "url": "https://supabase.com/docs/guides/auth/signing-keys",
               "title": "JWT Signing Keys"
-            }
-          ],
-          "resultChars": 70715
-        },
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"Securing Edge Functions auth modes user secret publishable multiple auth withSupabase array\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
             },
             {
               "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
               "title": "Integrating With Supabase Auth"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
-              "title": "Understanding API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/secrets",
-              "title": "Environment Variables"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth",
-              "title": "Securing Edge Functions"
             }
           ],
-          "resultChars": 45970
+          "resultChars": 68787
         },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"Authorization headers edge functions apikey header verify_jwt disable\", limit: 5) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"@supabase/server withSupabase auth modes secret user optional multiple\", limit: 5) { nodes { title href ... on Guide { content } } } }",
           "hasContent": true,
           "pages": [
             {
@@ -5108,119 +5087,57 @@
               "title": "Securing Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/function-configuration",
-              "title": "Function Configuration"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/error-codes",
-              "title": "Error codes"
+              "url": "https://supabase.com/docs/guides/auth/choosing-a-server-package",
+              "title": "Which package to use"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/signing-keys",
-              "title": "JWT Signing Keys"
+              "url": "https://supabase.com/docs/guides/auth",
+              "title": "Auth"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/auth-hooks/send-email-hook",
-              "title": "Send Email Hook"
+              "url": "https://supabase.com/docs/guides/troubleshooting/performing-administration-tasks-on-the-server-side-with-the-servicerole-secret-BYM4Fa",
+              "title": "Performing administration tasks on the server side with a secret key"
             }
           ],
-          "resultChars": 95133
+          "resultChars": 29395
         },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"combining auth modes user secret verify_jwt false config.toml example\", limit: 3) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"failed to determine entrypoint edge runtime local serve\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/functions/development-tips",
-              "title": "Development tips"
+              "url": "https://supabase.com/docs/guides/functions/error-codes",
+              "title": "Error codes"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/deploy",
-              "title": "Deploy to Production"
+              "url": "https://supabase.com/docs/guides/functions/status-codes",
+              "title": "Status codes"
             },
-            {
-              "url": "https://supabase.com/docs/guides/auth/passkeys",
-              "title": "Passkey authentication"
-            }
-          ],
-          "resultChars": 24076
-        },
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"@supabase/server package version pin npm install deno.json import map\", limit: 3) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/security/npm-security",
-              "title": "Securing npm installs"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/examples/mcp-server-mcp-lite",
-              "title": "Building an MCP Server with mcp-lite"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/dependencies",
-              "title": "Managing dependencies"
-            }
-          ],
-          "resultChars": 34326
-        },
-        {
-          "source": "web_search",
-          "query": "\"failed to determine entrypoint\" supabase edge-runtime worker boot error",
-          "pages": [],
-          "resultChars": 2031
-        },
-        {
-          "source": "web_search",
-          "query": "supabase cli issue 4190 podman edge functions serve entrypoint bind mount",
-          "hasContent": false,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/functions/troubleshooting",
-              "title": "Supabase Docs | Edge Functions Troubleshooting"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/issues-serving-edge-functions-locally",
-              "title": "Supabase Docs | Troubleshooting | Issues serving Edge Functions locally"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/function-configuration",
-              "title": "Function Configuration | Supabase Docs"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/development-tips",
-              "title": "Development tips | Supabase Docs"
-            }
-          ],
-          "resultChars": 2355
-        },
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"Issues serving Edge Functions locally troubleshooting entrypoint bind mount docker context\", limit: 3) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
             {
               "url": "https://supabase.com/docs/guides/troubleshooting/issues-serving-edge-functions-locally",
               "title": "Issues serving Edge Functions locally"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/error-codes",
-              "title": "Error codes"
+              "url": "https://supabase.com/docs/reference/cli/supabase-functions-serve",
+              "title": "Serve all Functions locally"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker",
-              "title": "Self-Hosting with Docker"
+              "url": "https://supabase.com/docs/guides/functions/function-configuration",
+              "title": "Function Configuration"
             }
           ],
-          "resultChars": 45231
+          "resultChars": 23437
         }
       ]
     },
     "prompt": "Build and serve a Supabase Edge Function named `user-stats` for this project,\nreachable over HTTP at `/functions/v1/user-stats`.\n\nOur product stores per-user metrics in the existing `user_stats` table.\n\nTwo very different callers need to hit this one endpoint:\n\n1. **Our mobile app**, acting for a signed-in user. It sends that user's\n   Supabase access token. The endpoint should return the user's own stats.\n\n2. **Our internal billing service**, a trusted backend with no signed-in user.\n   It authenticates with the project's secret (service-role) key in the `apikey`\n   header, and names the target user with a `user_id` in the JSON request body.\n   It needs that user's stats.\n\nReturn the matching rows as JSON. The endpoint must be secure: only ever serve\nstats to a caller that is genuinely entitled to them, and turn away callers that\nare not.",
     "promptSourcePath": "evals/build-functions-005-dual-auth-user-secret/PROMPT.md",
-    "attempts": 2,
+    "attempts": 1,
     "sourcePath": "claude-code-sonnet-5/build-functions-005-dual-auth-user-secret.json"
   },
   {
@@ -5363,7 +5280,7 @@
       {
         "name": "user A lists only own files",
         "passed": true,
-        "notes": "saw: 019fdc8d-2b1c-70b8-a74d-7a4097cf4fa6/receipt-alpha.pdf, 019fdc8d-2b1c-70b8-a74d-7a4097cf4fa6/receipt-beta.pdf"
+        "notes": "saw: 01a03a86-2447-7016-beef-f84373d5f611/receipt-alpha.pdf, 01a03a86-2447-7016-beef-f84373d5f611/receipt-beta.pdf"
       },
       {
         "name": "user B cannot read user A files",
@@ -5384,7 +5301,7 @@
       {
         "name": "configured private per-user storage access",
         "passed": true,
-        "judgeNotes": "The answer creates a private user-files bucket, defines authenticated SELECT and INSERT policies on storage.objects scoped to bucket_id and the user's UID folder with WITH CHECK for uploads, keeps RLS enabled, avoids public/anon/service-role pitfalls, and provides supabase-js createSignedUrl with an expiry for temporary sharing."
+        "judgeNotes": "Creates a private user-files bucket, owner-path-scoped authenticated SELECT and INSERT policies with RLS retained, and uses createSignedUrl with a one-hour expiry."
       }
     ],
     "skills": {
@@ -5397,61 +5314,7 @@
       ]
     },
     "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"storage RLS policy owner folder path user id\", limit: 5) { nodes { ... on Guide { title href content } } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/storage/schema/helper-functions",
-              "title": "Storage Helper Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-nextjs",
-              "title": "Build a User Management App with Next.js"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/storage/security/ownership",
-              "title": "Ownership"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/third-party/clerk",
-              "title": "Clerk"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/postgres/column-level-security",
-              "title": "Column Level Security"
-            }
-          ],
-          "resultChars": 61599
-        },
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"createSignedUrl expiring share link\", limit: 5) { nodes { ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsignedurl"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsignedurls"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/dart/file-buckets-createsignedurl"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/storage/serving/downloads",
-              "title": "Serving assets from Storage"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/csharp/storage-from-createsignedurl",
-              "title": "From().CreateSignedUrl()"
-            }
-          ],
-          "resultChars": 7873
-        }
-      ]
+      "calls": []
     },
     "prompt": "Our app lets signed-in users keep personal files like receipts and bank\nstatements. These files are private — a user must only ever be able to upload\nand download their own. The app uploads each file under a path that starts\nwith the owner's user id, e.g. `<user_id>/receipt-march.pdf`.\n\nSet up a `user-files` bucket on our project and lock it down that way.\n\nUsers also sometimes share one of their files with someone else through a\ntemporary link that expires. Include the supabase-js code the app should use\nfor that.",
     "promptSourcePath": "evals/build-storage-001-private-bucket-access/PROMPT.md",
@@ -5488,12 +5351,12 @@
       {
         "name": "pgTAP isolation tests ran and pass",
         "passed": true,
-        "notes": "6 passed, 4 failed"
+        "notes": "6 passed, 2 failed"
       },
       {
         "name": "agent correctly identifies the posts isolation bug from test results",
         "passed": true,
-        "judgeNotes": "The agent correctly identifies `posts` as having a broken tenant isolation SELECT policy, specifically that members of any org can read posts from other orgs, and grounds this in pgTAP test 5 failing. It treats test results as authoritative and contrasts `posts` with `notes`, which passed isolation tests. It also notes additional membership-table issues, but does not blame `notes` instead of `posts`."
+        "judgeNotes": "Correctly identifies the broken `posts` tenant-isolation policy, grounds it in the failed pgTAP cross-org test, and explains that authenticated members can read posts from other organizations."
       }
     ],
     "skills": {
@@ -5502,8 +5365,7 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase",
-        "supabase-postgres-best-practices"
+        "supabase"
       ]
     },
     "docs": {
@@ -5545,12 +5407,12 @@
       {
         "name": "HNSW index on the embedding column",
         "passed": true,
-        "notes": "CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops)"
+        "notes": "CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_ip_ops)"
       },
       {
         "name": "index operator class matches the search operator",
         "passed": true,
-        "notes": "function operators: <=>\nindexes: CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops)"
+        "notes": "function operators: <#>\nindexes: CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_ip_ops)"
       },
       {
         "name": "user A search returns only own sections, best match first",
@@ -5575,15 +5437,20 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase",
-        "supabase-postgres-best-practices"
+        "supabase"
       ]
     },
     "docs": {
       "calls": [
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"semantic search edge functions pgvector gte-small match_document_sections\", limit: 3) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"gte-small embeddings edge function document_sections match_document_sections\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": []
+        },
+        {
+          "source": "search_docs",
+          "query": "{ searchDocs(query: \"gte-small embeddings edge function document_sections match_document_sections\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
@@ -5591,35 +5458,39 @@
               "title": "Semantic Search"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/full-text-search",
-              "title": "Full Text Search"
+              "url": "https://supabase.com/docs/guides/ai/semantic-search",
+              "title": "Semantic search"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/hybrid-search",
-              "title": "Hybrid search"
+              "url": "https://supabase.com/docs/guides/ai/quickstarts/generate-text-embeddings",
+              "title": "Generate Embeddings"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
+              "title": "Automatic embeddings"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/rag-with-permissions",
+              "title": "RAG with Permissions"
             }
           ],
-          "resultChars": 61699
+          "resultChars": 67548
         },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"vector extension schema best practice extensions schema\", limit: 3) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"match_document_sections document_sections rls owner_id private documents\", limit: 3) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/ai/semantic-search",
-              "title": "Semantic search"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started",
-              "title": "Getting Started with Realtime"
-            },
             {
               "url": "https://supabase.com/docs/guides/ai/rag-with-permissions",
               "title": "RAG with Permissions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
+              "title": "Storage Buckets"
             }
           ],
-          "resultChars": 46198
+          "resultChars": 14955
         }
       ]
     },
@@ -5656,12 +5527,12 @@
       {
         "name": "configured the Supabase Metrics API scrape correctly",
         "passed": true,
-        "judgeNotes": "Meets requirements: HTTPS Supabase Metrics API scrape at the correct path with project target, basic_auth using password_file, app scrape preserved, and docker-compose mounts the secrets directory containing the password file."
+        "judgeNotes": "Meets all requirements: HTTPS Supabase target and metrics path, Basic Auth with password_file, matching read-only secret volume mount, and preserved app scrape job."
       },
       {
         "name": "documented live deployment and verification steps",
         "passed": true,
-        "judgeNotes": "README includes steps to create/use a Supabase Secret API key, place it in the mounted secret file matching password_file, reload/restart Prometheus via Compose or lifecycle reload, and verify via Prometheus targets showing the supabase job UP."
+        "judgeNotes": "README provides correct Secret API key creation, matching secret-file placement, Compose start/reload commands, and concrete verification via Prometheus targets or direct authenticated metrics request."
       }
     ],
     "skills": {
@@ -5677,13 +5548,21 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"project metrics prometheus endpoint observability\", limit: 5) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"project metrics endpoint prometheus\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
+            {
+              "url": "https://supabase.com/docs/reference/api/v1-scrape-project-metrics",
+              "title": "Scrape a project's metrics"
+            },
             {
               "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
               "title": "Metrics API"
             },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted",
+              "title": "Metrics API with Prometheus & Grafana (self-hosted)"
+            },
             {
               "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
               "title": "Vendor-agnostic Metrics API setup"
@@ -5691,17 +5570,9 @@
             {
               "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud",
               "title": "Metrics API with Grafana Cloud"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted",
-              "title": "Metrics API with Prometheus & Grafana (self-hosted)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/platform/read-replicas",
-              "title": "Read Replicas"
             }
           ],
-          "resultChars": 29057
+          "resultChars": 20571
         }
       ]
     },
@@ -5743,7 +5614,7 @@
       {
         "name": "the weather function reads WEATHER_API_KEY from the environment",
         "passed": true,
-        "judgeNotes": "The function reads WEATHER_API_KEY from the runtime environment using Deno.env.get(\"WEATHER_API_KEY\")."
+        "judgeNotes": "Reads WEATHER_API_KEY from the runtime environment via Deno.env.get(\"WEATHER_API_KEY\")."
       },
       {
         "name": "WEATHER_API_KEY value is not committed to the repo",
@@ -5763,7 +5634,7 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"Edge Functions environment variables secrets Deno.env deploy\", limit: 5) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"edge functions secrets environment variables set\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
@@ -5775,47 +5646,19 @@
               "title": "Environment Variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions",
-              "title": "Edge Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/local-development/cli/testing-and-linting",
-              "title": "Testing and linting"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/features",
-              "title": "Features"
-            }
-          ],
-          "resultChars": 38791
-        },
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"management API invoke edge function endpoint\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/functions/architecture",
-              "title": "Edge Functions Architecture"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/features",
-              "title": "Features"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions",
-              "title": "Edge Functions"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/reference/cli/supabase-functions",
-              "title": "Manage Supabase Edge functions"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
+              "title": "Self-Hosted Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker",
-              "title": "Self-Hosting with Docker"
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech",
+              "title": "Transcription Telegram Bot"
             }
           ],
-          "resultChars": 66572
+          "resultChars": 41731
         }
       ]
     },
@@ -5913,8 +5756,8 @@
       },
       {
         "name": "delete-account revokes the user's sessions",
-        "passed": true,
-        "notes": "sessions left: 0"
+        "passed": false,
+        "notes": "sessions left: 1"
       },
       {
         "name": "deleted user's refresh token is rejected",
@@ -5931,8 +5774,8 @@
       },
       {
         "name": "diagnosed and explained session revocation",
-        "passed": true,
-        "judgeNotes": "The answer identifies the soft-delete-only bug, implements real revocation by deleting auth.sessions and banning the auth user, adds RLS checks to close the data-access stale-JWT window, and consistently explains that stateless JWTs remain locally valid until expiry. It also correctly distinguishes frontend publishable/anon keys from server-only secret/service_role keys and notes secret bypasses RLS."
+        "passed": false,
+        "judgeNotes": "The fix revokes existing sessions/refresh tokens and closes Data API access via RLS, but it leaves the auth.users identity intact. The deleted user can still sign in again with their credentials, so it does not fully fix the delete-account flow. The auth user must be deleted or otherwise disabled/banned to prevent future sign-ins."
       }
     ],
     "skills": {
@@ -5941,7 +5784,8 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase"
+        "supabase",
+        "supabase-postgres-best-practices"
       ]
     },
     "docs": {
@@ -5998,7 +5842,7 @@
       {
         "name": "diagnosed missing publication membership",
         "passed": true,
-        "judgeNotes": "The assistant correctly identified the root cause as orders missing from the supabase_realtime publication despite SUBSCRIBED status, added only public.orders to the existing publication, preserved courier_locations/RLS/policies, and did not blame or alter client code, RLS, grants, or networking."
+        "judgeNotes": "Correctly identified missing publication membership and added public.orders to the existing supabase_realtime publication without altering RLS, policies, or courier_locations."
       }
     ],
     "skills": {
@@ -6042,17 +5886,17 @@
       {
         "name": "identified image-transform and the recurring 503 pattern",
         "passed": true,
-        "judgeNotes": "Identified image-transform as the main affected function and described the recurring HTTP 503 pattern across the 2026-04-28 morning window, including the eight gateway failures from about 07:00Z to 12:00Z. Also correctly distinguished older billing-webhook 503s as unrelated."
+        "judgeNotes": "Identified `image-transform` as the affected function and described 8 recurring HTTP 503 failures across the morning of 2026-04-28, including the 07:00Z–12:00Z period. The older `billing-webhook` failures were correctly treated as unrelated."
       },
       {
         "name": "attributed recurring 503s to gateway/platform layer, not function code",
         "passed": true,
-        "judgeNotes": "Attributes image-transform 503s to upstream gateway/platform rejection rather than handler code, grounded in missing edge-function runtime logs for 503s while 200s appear, and distinguishes avatar-upload's runtime 500 as a separate function-level error."
+        "judgeNotes": "Attributes 503s to the upstream gateway/platform scheduler and grounds this in their absence from function execution logs while successful requests have invocation rows. It also distinguishes avatar-upload’s function-level 500."
       },
       {
         "name": "recommended a concrete next step",
         "passed": true,
-        "judgeNotes": "The assistant provided multiple concrete actionable next steps, including instrumenting memory/input sizes, checking for a recurring scheduler/batch job, adding retry/backoff, investigating the separate avatar-upload stack trace, and considering architectural changes for heavy image processing."
+        "judgeNotes": "The response gives multiple concrete actions: inspect Edge Function resource/concurrency metrics for a specific time window, investigate correlated failures, add retries, move processing to a queue, and review the dependency’s resource footprint."
       }
     ],
     "skills": {
@@ -6123,7 +5967,7 @@
       {
         "name": "diagnosed RLS and added owner-scoped policies",
         "passed": true,
-        "judgeNotes": "The assistant correctly diagnosed RLS enabled with no policies causing deny-all Data API results, kept RLS enabled, created authenticated SELECT and INSERT policies scoped to user_id = auth.uid() with WITH CHECK for insert, and verified behavior."
+        "judgeNotes": "Correctly diagnosed deny-all RLS with no policies, kept RLS enabled, and added authenticated owner-scoped SELECT and INSERT policies using auth.uid() with USING and WITH CHECK."
       }
     ],
     "skills": {
@@ -6132,7 +5976,8 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase"
+        "supabase",
+        "supabase-postgres-best-practices"
       ]
     },
     "docs": {
@@ -6187,7 +6032,7 @@
       {
         "name": "the avatar migration and history reconciliation were done via the Supabase CLI",
         "passed": true,
-        "judgeNotes": "Applied avatar_url via `supabase db push` in #11, which showed `Applying migration 20240220000000_add_avatar_url.sql...` and `Finished supabase db push.` Reconciled the orphan bio migration by adding local file `20240115000000_add_profile_bio.sql` in #9, after which `supabase migration list` matched local/remote and `db push` proceeded. No disallowed workaround or direct mutation observed; psql usage was read-only inspection."
+        "judgeNotes": "Added local 20240115000000_add_profile_bio.sql to reconcile the orphan history, then `supabase db push` applied 20240220000000_add_avatar_url.sql and finished successfully. The psql commands were read-only; no prohibited workaround was used."
       }
     ],
     "skills": {
@@ -6257,7 +6102,6 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase",
         "supabase-postgres-best-practices"
       ]
     },
@@ -6378,7 +6222,7 @@
       {
         "name": "signUp creates the account and returns its user id",
         "passed": true,
-        "notes": "db user 863566c0-fe1b-4264-9906-53f26c545be8, signUp returned {\"userId\":\"863566c0-fe1b-4264-9906-53f26c545be8\"}"
+        "notes": "db user a4b0966f-f110-40e8-b748-13cd17a4dddb, signUp returned {\"userId\":\"a4b0966f-f110-40e8-b748-13cd17a4dddb\"}"
       },
       {
         "name": "signup metadata reaches the profile (display name)",
@@ -6393,7 +6237,7 @@
       {
         "name": "signIn with the right password returns the user id",
         "passed": true,
-        "notes": "{\"userId\":\"863566c0-fe1b-4264-9906-53f26c545be8\"}"
+        "notes": "{\"userId\":\"a4b0966f-f110-40e8-b748-13cd17a4dddb\"}"
       },
       {
         "name": "getMyProfile returns the signed-in user's profile",
@@ -6574,12 +6418,12 @@
       {
         "name": "cron command enqueues to the 'tasks' queue",
         "passed": true,
-        "notes": "queue depth 0 -> 1"
+        "notes": "queue depth 1 -> 2"
       },
       {
         "name": "process-tasks function drains the queue",
         "passed": true,
-        "notes": "function removed the seeded message (id 4) from the queue"
+        "notes": "function removed the seeded message (id 36) from the queue"
       }
     ],
     "skills": {
@@ -6808,7 +6652,7 @@
       {
         "name": "reads only with the caller's JWT",
         "passed": true,
-        "notes": "bearer_tokens=2, all_match=true"
+        "notes": "bearer_tokens=1, all_match=true"
       },
       {
         "name": "user A cannot force-read user B note",
@@ -6872,17 +6716,17 @@
       {
         "name": "user with JWT reads only their own rows",
         "passed": true,
-        "notes": "status 200: {\"data\":[{\"user_id\":\"6f5b2171-8fac-4f4d-a612-8f5898da836f\",\"metric\":\"steps_a_msj0y6nu\",\"value\":111}]}"
+        "notes": "status 200: [{\"user_id\":\"eac5577b-90d6-4b8c-9993-efeec1b4d00e\",\"metric\":\"steps_a_mt93kobf\",\"value\":111}]"
       },
       {
         "name": "user cannot read another user's rows by passing user_id",
         "passed": true,
-        "notes": "status 200: {\"data\":[{\"user_id\":\"6f5b2171-8fac-4f4d-a612-8f5898da836f\",\"metric\":\"steps_a_msj0y6nu\",\"value\":111}]}"
+        "notes": "status 200: [{\"user_id\":\"eac5577b-90d6-4b8c-9993-efeec1b4d00e\",\"metric\":\"steps_a_mt93kobf\",\"value\":111}]"
       },
       {
         "name": "service key bypasses RLS to read the target user's rows",
         "passed": true,
-        "notes": "status 200: {\"data\":[{\"user_id\":\"36482d33-6a70-43e3-bd27-459a7428cf03\",\"metric\":\"steps_b_msj0y6nu\",\"value\":222}]}"
+        "notes": "status 200: [{\"user_id\":\"38b90165-0f24-4b3a-a45a-1217b64e1765\",\"metric\":\"steps_b_mt93kobf\",\"value\":222}]"
       },
       {
         "name": "non-service key is not granted service access",
@@ -6911,87 +6755,85 @@
     },
     "docs": {
       "calls": [
-        {
-          "source": "shell_fetch",
-          "query": "curl -s https://supabase.com/changelog.md 2>&1 | head -100",
-          "pages": [
-            {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 5516
-        },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"Edge Functions environment variables SUPABASE_SERVICE_ROLE_KEY SUPABASE_URL default secrets\", limit: 5) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"edge functions verify_jwt service role key apikey header authorization\", limit: 8) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/functions/secrets",
-              "title": "Environment Variables"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
             },
             {
               "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
               "title": "Migrating to publishable and secret API keys"
             },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
-              "title": "Integrating With Supabase Auth"
-            },
             {
               "url": "https://supabase.com/docs/guides/functions/auth",
               "title": "Securing Edge Functions"
-            }
-          ],
-          "resultChars": 41771
-        },
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"new API keys publishable secret key edge functions env var migration from anon service_role\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
+            },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy",
+              "title": "Envoy API Gateway"
             },
             {
               "url": "https://supabase.com/docs/guides/auth/signing-keys",
               "title": "JWT Signing Keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
-              "title": "New API Keys and Asymmetric Authentication"
+              "url": "https://supabase.com/docs/guides/functions/auth-headers",
+              "title": "Authorization headers"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/migrating-within-supabase/backup-restore",
-              "title": "Backup and Restore using the CLI"
-            }
-          ],
-          "resultChars": 95976
-        },
+              "url": "https://supabase.com/docs/guides/functions/error-codes",
+              "title": "Error codes"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/auth-hooks/send-email-hook",
+              "title": "Send Email Hook"
+            }
+          ],
+          "resultChars": 145871
+        },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"Authorization headers verify_jwt combining auth modes user secret apikey Edge Functions\", limit: 3) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"new API keys secret key publishable key edge functions env variables SUPABASE_SERVICE_ROLE_KEY\", limit: 8) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/functions/auth",
-              "title": "Securing Edge Functions"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
+              "title": "Self-Hosted Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth-headers",
-              "title": "Authorization headers"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/secrets",
+              "title": "Environment Variables"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
             },
             {
               "url": "https://supabase.com/docs/guides/getting-started/api-keys",
               "title": "Understanding API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth",
+              "title": "Securing Edge Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/quickstart-dashboard",
+              "title": "Getting Started with Edge Functions (Dashboard)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-expo-react-native",
+              "title": "Build a User Management App with Expo React Native"
             }
           ],
-          "resultChars": 24799
+          "resultChars": 107456
         }
       ]
     },
@@ -7093,7 +6935,7 @@
     },
     "prompt": "Access control on our shared docs feature needs work, people can see and edit documents they shouldn't. Viewers should just be able to read, editors should only manage their own docs, and admins should be able to manage anything in their org. People should only be able to see who's in their own org.",
     "promptSourcePath": "evals/build-rls-003-org-roles-permissions/PROMPT.md",
-    "attempts": 2,
+    "attempts": 1,
     "sourcePath": "claude-code-sonnet-5-no-skills/build-rls-003-org-roles-permissions.json"
   },
   {
@@ -7134,7 +6976,7 @@
       {
         "name": "user A lists only own files",
         "passed": true,
-        "notes": "saw: 019fdc8c-98ed-736c-a6e0-4477d1da6052/receipt-alpha.pdf, 019fdc8c-98ed-736c-a6e0-4477d1da6052/receipt-beta.pdf"
+        "notes": "saw: 01a03a84-702a-737f-9faf-14a5dc4c4d61/receipt-alpha.pdf, 01a03a84-702a-737f-9faf-14a5dc4c4d61/receipt-beta.pdf"
       },
       {
         "name": "user B cannot read user A files",
@@ -7155,7 +6997,7 @@
       {
         "name": "configured private per-user storage access",
         "passed": true,
-        "judgeNotes": "Meets requirements: private user-files bucket, authenticated owner-scoped SELECT and INSERT policies on storage.objects with WITH CHECK for uploads, no RLS disabling or public access, and supabase-js createSignedUrl with expiry for temporary sharing."
+        "judgeNotes": "Private bucket, authenticated owner-scoped SELECT/INSERT policies, intact RLS, and expiring createSignedUrl sharing are all provided."
       }
     ],
     "skills": {
@@ -7163,7 +7005,36 @@
       "loaded": []
     },
     "docs": {
-      "calls": []
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "{ searchDocs(query: \"storage RLS policy user folder storage.foldername owner uid\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/storage/schema/helper-functions",
+              "title": "Storage Helper Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/access-control",
+              "title": "Storage Access Control"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/security/product-security",
+              "title": "Secure configuration of Supabase products"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/supabase-storage-inefficient-folder-operations-and-hierarchical-rls-challenges-b05a4d",
+              "title": "Supabase Storage: Inefficient folder operations and hierarchical RLS challenges"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
+              "title": "Configure S3 Storage"
+            }
+          ],
+          "resultChars": 25225
+        }
+      ]
     },
     "prompt": "Our app lets signed-in users keep personal files like receipts and bank\nstatements. These files are private — a user must only ever be able to upload\nand download their own. The app uploads each file under a path that starts\nwith the owner's user id, e.g. `<user_id>/receipt-march.pdf`.\n\nSet up a `user-files` bucket on our project and lock it down that way.\n\nUsers also sometimes share one of their files with someone else through a\ntemporary link that expires. Include the supabase-js code the app should use\nfor that.",
     "promptSourcePath": "evals/build-storage-001-private-bucket-access/PROMPT.md",
@@ -7195,17 +7066,17 @@
       {
         "name": "pgTAP test file(s) written under supabase/tests/",
         "passed": true,
-        "notes": "1 file(s): supabase/tests/database/tenant_isolation_test.sql"
+        "notes": "1 file(s): supabase/tests/database/tenant_isolation.sql"
       },
       {
         "name": "pgTAP isolation tests ran and pass",
         "passed": true,
-        "notes": "10 passed, 5 failed"
+        "notes": "5 passed, 3 failed"
       },
       {
         "name": "agent correctly identifies the posts isolation bug from test results",
         "passed": true,
-        "judgeNotes": "The agent correctly identifies `posts` as having the tenant isolation flaw, explains the missing `org_id` predicate, and grounds the conclusion in the pgTAP failures showing cross-org post visibility. It does not blame `notes` and treats the test results as authoritative."
+        "judgeNotes": "Correctly identifies the `posts` SELECT policy as allowing cross-organization reads, while `notes` is isolated, and supports this conclusion with the pgTAP failures."
       }
     ],
     "skills": {
@@ -7251,12 +7122,12 @@
       {
         "name": "HNSW index on the embedding column",
         "passed": true,
-        "notes": "CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops)"
+        "notes": "CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_ip_ops)"
       },
       {
         "name": "index operator class matches the search operator",
         "passed": true,
-        "notes": "function operators: <=>\nindexes: CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops)"
+        "notes": "function operators: <#>\nindexes: CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_ip_ops)"
       },
       {
         "name": "user A search returns only own sections, best match first",
@@ -7280,7 +7151,32 @@
       "loaded": []
     },
     "docs": {
-      "calls": []
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "{ searchDocs(query: \"match_document_sections embedding RLS RPC function search\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/ai/semantic-search",
+              "title": "Semantic search"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/rag-with-permissions",
+              "title": "RAG with Permissions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/semantic-search",
+              "title": "Semantic Search"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
+              "title": "Storage Buckets"
+            }
+          ],
+          "resultChars": 34477
+        }
+      ]
     },
     "prompt": "We're adding semantic search to our internal knowledge base app. I already wrote the edge functions, but search doesn't work yet. Can you set up whatever the database needs to make search work end to end?\n\nSome documents are confidential, so users should only have access to documents they own.",
     "promptSourcePath": "evals/build-vectors-001-rag-with-permissions/PROMPT.md",
@@ -7315,12 +7211,12 @@
       {
         "name": "configured the Supabase Metrics API scrape correctly",
         "passed": true,
-        "judgeNotes": "Meets all requirements: Supabase Metrics API scrape uses HTTPS, correct metrics path, Basic Auth with password_file, valid supabase.co project target, app scrape is preserved, and docker-compose mounts the secrets directory containing the password file."
+        "judgeNotes": "HTTPS Supabase metrics scrape uses the correct path and Basic Auth password_file; the app job remains, and Compose mounts the matching secrets directory."
       },
       {
         "name": "documented live deployment and verification steps",
         "passed": true,
-        "judgeNotes": "README includes Secret API key creation, matching secret file placement, Compose start/reload, and concrete verification via Prometheus targets."
+        "judgeNotes": "README documents creating a Secret API key, placing it in the mounted secret file, restarting Prometheus, and verifying the Supabase target is UP in Prometheus."
       }
     ],
     "skills": {
@@ -7334,6 +7230,10 @@
           "query": "{ searchDocs(query: \"project metrics endpoint prometheus\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
+            {
+              "url": "https://supabase.com/docs/reference/api/v1-scrape-project-metrics",
+              "title": "Scrape a project's metrics"
+            },
             {
               "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
               "title": "Metrics API"
@@ -7349,13 +7249,9 @@
             {
               "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud",
               "title": "Metrics API with Grafana Cloud"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/replication/manual-replication-monitoring",
-              "title": "Manual replication monitoring"
             }
           ],
-          "resultChars": 23548
+          "resultChars": 20571
         }
       ]
     },
@@ -7397,7 +7293,7 @@
       {
         "name": "the weather function reads WEATHER_API_KEY from the environment",
         "passed": true,
-        "judgeNotes": "The function reads WEATHER_API_KEY from the runtime environment using Deno.env.get(\"WEATHER_API_KEY\")."
+        "judgeNotes": "Reads WEATHER_API_KEY from the runtime environment via Deno.env.get(\"WEATHER_API_KEY\")."
       },
       {
         "name": "WEATHER_API_KEY value is not committed to the repo",
@@ -7519,7 +7415,7 @@
       {
         "name": "diagnosed and explained session revocation",
         "passed": true,
-        "judgeNotes": "Meets all rubric requirements: identifies soft-delete/no auth revocation root cause, implements session/refresh-token revocation plus sign-in blocking and RLS enforcement, explains remaining stateless JWT/local-validation window consistently with the RLS fix, and correctly distinguishes publishable vs secret keys and RLS behavior."
+        "judgeNotes": "Correctly diagnoses soft deletion without auth/session revocation, implements banning plus session/refresh-token revocation and live RLS checks, accurately explains the residual JWT validity window for local validation, and correctly distinguishes frontend publishable keys from server-only RLS-bypassing secret keys."
       }
     ],
     "skills": {
@@ -7527,7 +7423,36 @@
       "loaded": []
     },
     "docs": {
-      "calls": []
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "{ searchDocs(query: \"publishable key secret key anon key service_role migration RLS\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-redwoodjs",
+              "title": "Build a User Management App with RedwoodJS"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-sveltekit",
+              "title": "Build a User Management App with SvelteKit"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/jwt-fields",
+              "title": "JWT Claims Reference"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/quickstarts/with-expo-react-native-social-auth",
+              "title": "Build a Social Auth App with Expo React Native"
+            }
+          ],
+          "resultChars": 149036
+        }
+      ]
     },
     "prompt": "Last week support removed a user through our app's delete-account flow — the\napp calls the `delete_account` function over RPC as the signed-in user. This\nmorning that same person was back: still signed in, reading and saving their\ndata like nothing happened.\n\nFigure out why the account still works, fix the flow so a deleted account\nloses access, and tell me whether there is any window where they could still\nget in after the fix.\n\nOne more thing while you're at it: we're migrating off the legacy\nanon/service_role API keys to the new publishable and secret keys, and the\nteam isn't sure which one belongs in the frontend and what each means for\nRLS. Give us a quick rundown.",
     "promptSourcePath": "evals/investigate-auth-001-deleted-user-access/PROMPT.md",
@@ -7580,7 +7505,7 @@
       {
         "name": "diagnosed missing publication membership",
         "passed": true,
-        "judgeNotes": "The assistant correctly identified that the channel can reach SUBSCRIBED while INSERT events do not fire because public.orders was missing from the supabase_realtime publication. It fixed exactly that with ALTER PUBLICATION supabase_realtime ADD TABLE public.orders, verified courier_locations remained included, and did not disable RLS or weaken policies."
+        "judgeNotes": "Correctly identified missing publication membership, added only public.orders to supabase_realtime, and preserved RLS, policies, and courier_locations."
       }
     ],
     "skills": {
@@ -7614,22 +7539,22 @@
     ],
     "suite": "benchmark",
     "interface": "mcp",
-    "passed": true,
+    "passed": false,
     "checks": [
       {
         "name": "identified image-transform and the recurring 503 pattern",
         "passed": true,
-        "judgeNotes": "The assistant correctly identified `image-transform` as the affected function and described the recurring HTTP 503 pattern across the morning of 2026-04-28, including all 8 failures from 07:00Z through 12:00Z. It also avoided misattributing the main issue to the older `billing-webhook` 503s."
+        "judgeNotes": "Identified image-transform and listed all eight recurring HTTP 503 gateway failures from 07:00Z through 12:00Z on 2026-04-28."
       },
       {
         "name": "attributed recurring 503s to gateway/platform layer, not function code",
-        "passed": true,
-        "judgeNotes": "Attributes the recurring 503s to gateway/platform/boot-level failure rather than application code, grounded in valid observations: no corresponding execution logs for failed requests, nearby successful invocations, unchanged deployment/version, and distinction from avatar-upload's function-level 500."
+        "passed": false,
+        "judgeNotes": "Although it correctly attributes the 503s to the gateway and cites missing invocation rows, it recommends modifying the function to retry them. Requests rejected before invocation cannot be retried by function code, and the rubric explicitly fails function-fix remediation."
       },
       {
         "name": "recommended a concrete next step",
         "passed": true,
-        "judgeNotes": "The assistant recommended multiple concrete next steps: checking Edge Function dashboard logs for BOOT_ERROR/WORKER_RESOURCE_LIMIT in a specific time window, reviewing recent deployment img-deploy-42 and considering rollback, investigating resource limits/input size/concurrency, and adding alerting."
+        "judgeNotes": "Provides multiple concrete actions: check concurrency allocation, correlate failures with scheduled traffic, escalate to Supabase support with the timeframe, review platform status, and add targeted 503 alerting."
       }
     ],
     "skills": {
@@ -7637,40 +7562,11 @@
       "loaded": []
     },
     "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"edge function 503 error worker boot\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-503-response",
-              "title": "Edge Function 503 error response"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/status-codes",
-              "title": "Status codes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/error-codes",
-              "title": "Error codes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-504-error-response",
-              "title": "Edge Function 504 error response"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-546-error-response",
-              "title": "546 - WORKER_RESOURCE_LIMIT Exceeded / WORKER_LIMIT Exceeded"
-            }
-          ],
-          "resultChars": 43344
-        }
-      ]
+      "calls": []
     },
     "prompt": "Users have been reporting that image uploads are intermittently failing with server errors throughout the morning of `2026-04-28`.\n\nCan you investigate the project logs and tell me what is going on and what we\nshould do next?",
     "promptSourcePath": "evals/investigate-reliability-003-edge-function-5xx-correlation/PROMPT.md",
-    "attempts": 1,
+    "attempts": 2,
     "sourcePath": "claude-code-sonnet-5-no-skills/investigate-reliability-003-edge-function-5xx-correlation.json"
   },
   {
@@ -7724,7 +7620,7 @@
       {
         "name": "diagnosed RLS and added owner-scoped policies",
         "passed": true,
-        "judgeNotes": "Diagnosed RLS deny-all due to no policies, kept RLS enabled, and added authenticated-only SELECT and INSERT policies scoped to user_id = auth.uid() with WITH CHECK for inserts."
+        "judgeNotes": "Correctly diagnosed deny-all RLS with no policies, kept RLS enabled, and created authenticated-only SELECT and INSERT policies scoped to user_id = auth.uid() using USING and WITH CHECK."
       }
     ],
     "skills": {
@@ -7783,7 +7679,7 @@
       {
         "name": "the avatar migration and history reconciliation were done via the Supabase CLI",
         "passed": true,
-        "judgeNotes": "PASS: avatar_url was applied through `supabase db push` in #14, with output `Applying migration 20240220000000_add_avatar_url.sql...` and `Finished supabase db push.` The orphan bio migration was reconciled by adding the missing local migration file in #12 (`20240115000000_add_profile_bio.sql`), after which `supabase migration list` in #13 showed local and remote histories aligned. psql usage was read-only inspection only; no disallowed workaround seen."
+        "judgeNotes": "`supabase db push` (#16) applied `20240220000000_add_avatar_url.sql` and finished successfully. The orphan bio history was reconciled by adding `20240115000000_add_profile_bio.sql` locally (#14), confirmed by `supabase migration list` (#15), then pushing normally. The `psql` commands were read-only; no prohibited workaround was used."
       }
     ],
     "skills": {
@@ -7851,7 +7747,7 @@
     },
     "prompt": "My database CPU keeps spiking and the app gets slow when loading recent events for a user. Can you figure out what query is causing it and make the database change needed to fix it?\n\nEnd your turn with a short summary of what you changed and why.",
     "promptSourcePath": "evals/resolve-performance-001-slow-query-cpu-spike/PROMPT.md",
-    "attempts": 1,
+    "attempts": 2,
     "sourcePath": "claude-code-sonnet-5-no-skills/resolve-performance-001-slow-query-cpu-spike.json"
   },
   {
@@ -7958,7 +7854,7 @@
       {
         "name": "signUp creates the account and returns its user id",
         "passed": true,
-        "notes": "db user 3d73a23b-4cc8-4789-9fd3-9abe325e1baa, signUp returned {\"userId\":\"3d73a23b-4cc8-4789-9fd3-9abe325e1baa\"}"
+        "notes": "db user c2f67b16-cdfe-4313-b7ea-4f5ae4c9564f, signUp returned {\"userId\":\"c2f67b16-cdfe-4313-b7ea-4f5ae4c9564f\"}"
       },
       {
         "name": "signup metadata reaches the profile (display name)",
@@ -7973,7 +7869,7 @@
       {
         "name": "signIn with the right password returns the user id",
         "passed": true,
-        "notes": "{\"userId\":\"3d73a23b-4cc8-4789-9fd3-9abe325e1baa\"}"
+        "notes": "{\"userId\":\"c2f67b16-cdfe-4313-b7ea-4f5ae4c9564f\"}"
       },
       {
         "name": "getMyProfile returns the signed-in user's profile",
@@ -8005,82 +7901,92 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query {\n  searchDocs(query: \"supabase-js signUp signInWithPassword getUser getSession auth admin createUser user_metadata display_name profiles\", limit: 5) {\n    nodes {\n      title\n      href\n      content\n      ... on ClientLibraryFunctionReference {\n        language\n        methodName\n      }\n    }\n    totalCount\n  }\n}",
+          "query": "query {\n  searchDocs(query: \"supabase-js signUp signInWithPassword getUser auth profiles metadata display_name client-side\", limit: 5) {\n    nodes {\n      ... on ClientLibraryFunctionReference {\n        title\n        href\n        content\n        language\n        methodName\n      }\n      ... on Guide {\n        title\n        href\n        content\n      }\n    }\n  }\n}",
           "hasContent": true,
           "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/auth0",
-              "title": "Migrate from Auth0 to Supabase Auth"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth",
-              "title": "Auth"
-            },
             {
               "url": "https://supabase.com/docs/guides/auth/managing-user-data",
               "title": "User Management"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/customizing-emails-by-language-KZ_38Q",
-              "title": "Customizing Emails by Language"
+              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/auth0",
+              "title": "Migrate from Auth0 to Supabase Auth"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/social-login/auth-apple",
-              "title": "Login with Apple"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-saml-sso",
+              "title": "Configure SAML SSO"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/social-login/auth-google",
+              "title": "Login with Google"
             }
           ],
-          "resultChars": 79187
+          "resultChars": 98432
         },
         {
           "source": "search_docs",
-          "query": "query {\n  searchDocs(query: \"signInWithPassword supabase-js reference signUp options data getUser getSession auth.currentUser\", limit: 10) {\n    nodes {\n      title\n      href\n      content\n      ... on ClientLibraryFunctionReference {\n        language\n        methodName\n      }\n    }\n    totalCount\n  }\n}",
+          "query": "query {\n  searchDocs(query: \"ClientLibraryFunctionReference signUp signInWithPassword getUser createClient supabase-js\", limit: 10) {\n    nodes {\n      ... on ClientLibraryFunctionReference {\n        title\n        href\n        content\n        language\n        methodName\n      }\n      ... on Guide {\n        title\n        href\n        content\n      }\n    }\n  }\n}",
           "hasContent": true,
           "pages": [
-            {
-              "url": "https://supabase.com/docs/reference/javascript/auth-getuser"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/passkeys",
-              "title": "Passkey authentication"
-            },
             {
               "url": "https://supabase.com/docs/guides/auth/passwords",
               "title": "Password-based Auth"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/social-login/auth-google",
-              "title": "Login with Google"
+              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/auth0",
+              "title": "Migrate from Auth0 to Supabase Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/social-login/auth-figma",
+              "title": "Login with Figma"
             },
             {
               "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-saml-sso",
               "title": "Configure SAML SSO"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/social-login/auth-azure",
-              "title": "Login with Azure (Microsoft)"
+              "url": "https://supabase.com/docs/guides/auth/social-login/auth-bitbucket",
+              "title": "Login with Bitbucket"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/auth0",
-              "title": "Migrate from Auth0 to Supabase Auth"
+              "url": "https://supabase.com/docs/guides/auth/social-login/auth-linkedin",
+              "title": "Login with LinkedIn"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-signinwithpassword"
+              "url": "https://supabase.com/docs/guides/auth/social-login/auth-slack",
+              "title": "Login with Slack"
             },
             {
-              "url": "https://supabase.com/docs/reference/dart/auth-signinwithpassword"
+              "url": "https://supabase.com/docs/guides/auth/social-login/auth-zoom",
+              "title": "Login with Zoom"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/social-login/auth-figma",
-              "title": "Login with Figma"
+              "url": "https://supabase.com/docs/guides/auth/social-login/auth-github",
+              "title": "Login with GitHub"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/social-login/auth-twitter",
+              "title": "Login with X / Twitter"
+            }
+          ],
+          "resultChars": 214896
+        },
+        {
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc 'curl -fsSL https://supabase.com/changelog.md | rg -n \"breaking-change|auth|supabase-js|signUp|signInWithPassword|getUser\" -i -m 40'",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 193019
+          "resultChars": 8104
         }
       ]
     },
     "prompt": "Our app in `app/` needs accounts. Wire up `app/src/auth.mjs` — the stubs in\nthere describe what each function should do. People sign up with an email,\npassword, and display name, sign back in later, and the app greets them with\ntheir profile.\n\nThe Supabase project for this app is in `supabase/` and already running\nlocally. When you're done, the functions should work for real against it.",
     "promptSourcePath": "evals/build-auth-001-email-password-flow/PROMPT.md",
-    "attempts": 1,
+    "attempts": 2,
     "sourcePath": "codex-gpt-5.4-mini/build-auth-001-email-password-flow.json"
   },
   {
@@ -8159,55 +8065,63 @@
               "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 6745
+          "resultChars": 6693
         },
         {
           "source": "search_docs",
-          "query": "query {\n  searchDocs(query: \"local development migrations RLS select authenticated anon expose table data api\", limit: 5) {\n    nodes {\n      title\n      href\n      content\n    }\n  }\n}",
+          "query": "query { searchDocs(query: \"row level security authenticated select policy anon authenticated data api table access grant rls\", limit: 5) { nodes { title href content } totalCount } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
-              "title": "Local development workflow"
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
             },
             {
               "url": "https://supabase.com/docs/guides/api/securing-your-api",
               "title": "Securing your API"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
-              "title": "Row Level Security"
+              "url": "https://supabase.com/docs/guides/local-development/testing/pgtap-extended",
+              "title": "Advanced pgTAP Testing"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-flutter",
-              "title": "Build a User Management App with Flutter"
+              "url": "https://supabase.com/docs/guides/database/database-advisors?queryGroups=lint&lint=0023_sensitive_columns_exposed",
+              "title": "Database Advisor: Lint 0023_sensitive_columns_exposed"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-nextjs",
-              "title": "Build a User Management App with Next.js"
+              "url": "https://supabase.com/docs/guides/resources/glossary",
+              "title": "Glossary"
             }
           ],
-          "resultChars": 152845
+          "resultChars": 86900
         },
         {
           "source": "search_docs",
-          "query": "query {\n  searchDocs(query: \"Securing your API grants authenticated anon RLS select policy\", limit: 3) {\n    nodes { title href content }\n  }\n}",
+          "query": "query { searchDocs(query: \"local development migrations supabase init migration new seed config.toml\", limit: 5) { nodes { title href content } totalCount } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/api/securing-your-api",
-              "title": "Securing your API"
+              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
+              "title": "Local development workflow"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/auth-anonymous",
-              "title": "Anonymous Sign-Ins"
+              "url": "https://supabase.com/docs/guides/deployment",
+              "title": "Deployment & Branching"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
-              "title": "Row Level Security"
+              "url": "https://supabase.com/docs/guides/local-development/seeding-your-database",
+              "title": "Seeding your database"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/github-integration",
+              "title": "GitHub integration"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/local-development/managing-config",
+              "title": "Managing config and secrets"
             }
           ],
-          "resultChars": 63887
+          "resultChars": 44777
         }
       ]
     },
@@ -8269,38 +8183,31 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query SearchDocs {\n  searchDocs(query: \"declarative database schemas local development migration generate supabase schema_paths\", limit: 5) {\n    nodes {\n      title\n      href\n      content\n    }\n  }\n}",
+          "query": "query { searchDocs(query: \"declarative database schemas Supabase local development alter table add column\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/local-development/declarative-database-schemas",
-              "title": "Declarative database schemas"
-            },
             {
               "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
               "title": "Local development workflow"
             },
             {
-              "url": "https://supabase.com/docs/guides/deployment/branching/working-with-branches",
-              "title": "Working with branches"
+              "url": "https://supabase.com/docs/guides/local-development/declarative-database-schemas",
+              "title": "Declarative database schemas"
             },
             {
-              "url": "https://supabase.com/docs/guides/deployment/database-migrations",
-              "title": "Database Migrations"
-            }
-          ],
-          "resultChars": 65847
-        },
-        {
-          "source": "shell_fetch",
-          "query": "/bin/bash -lc \"curl -fsSL https://supabase.com/changelog.md | sed -n '1,120p'\"",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/local-development/database-migrations",
+              "title": "Database migrations"
+            },
             {
-              "url": "https://supabase.com/changelog.md"
+              "url": "https://supabase.com/docs/guides/deployment/database-migrations",
+              "title": "Database Migrations"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/tables",
+              "title": "Tables and Data"
             }
           ],
-          "resultChars": 6745
+          "resultChars": 96255
         }
       ]
     },
@@ -8342,12 +8249,12 @@
       {
         "name": "cron command enqueues to the 'tasks' queue",
         "passed": true,
-        "notes": "queue depth 0 -> 1"
+        "notes": "queue depth 1 -> 2"
       },
       {
         "name": "process-tasks function drains the queue",
         "passed": true,
-        "notes": "function removed the seeded message (id 36) from the queue"
+        "notes": "function removed the seeded message (id 4) from the queue"
       }
     ],
     "skills": {
@@ -8364,27 +8271,13 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query {\n  searchDocs(query: \"pg_cron create cron job every minute run function Supabase local queue pgmq pop delete\", limit: 5) {\n    nodes {\n      title\n      href\n      ... on Guide { content }\n      ... on Subsection { content }\n      ... on CLICommandReference { content }\n      ... on ClientLibraryFunctionReference { content }\n      ... on TroubleshootingGuide { content }\n      ... on ManagementApiReference { content }\n    }\n  }\n}",
-          "hasContent": true,
-          "pages": []
-        },
-        {
-          "source": "search_docs",
-          "query": "query {\n  searchDocs(query: \"pg_cron create cron job every minute Supabase queue pgmq pop delete\", limit: 10) {\n    nodes {\n      title\n      href\n      content\n    }\n  }\n}",
+          "query": "query {\n  searchDocs(query: \"pg_cron schedule local database cron job edge function call queue pgmq pop delete\", limit: 8) {\n    nodes {\n      ... on Guide {\n        title\n        href\n        content\n      }\n      ... on CLICommandReference {\n        title\n        href\n        content\n      }\n      ... on ClientLibraryFunctionReference {\n        title\n        href\n        content\n        language\n        methodName\n      }\n      ... on TroubleshootingGuide {\n        title\n        href\n        content\n      }\n      ... on ManagementApiReference {\n        title\n        href\n        content\n      }\n    }\n  }\n}",
           "hasContent": true,
           "pages": [
             {
               "url": "https://supabase.com/docs/guides/database/extensions/pg_net",
               "title": "pg_net: Async Networking"
             },
-            {
-              "url": "https://supabase.com/docs/guides/cron",
-              "title": "Cron"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/cron/install",
-              "title": "Install"
-            },
             {
               "url": "https://supabase.com/docs/guides/functions/schedule-functions",
               "title": "Scheduling Edge Functions"
@@ -8394,55 +8287,55 @@
               "title": "pg_cron debugging guide"
             },
             {
-              "url": "https://supabase.com/docs/guides/cron/quickstart",
-              "title": "Quickstart"
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
+              "title": "Automatic embeddings"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/extensions/pg_cron",
-              "title": "pg_cron: Schedule Recurring Jobs with Cron Syntax in Postgres"
+              "url": "https://supabase.com/docs/guides/cron/quickstart",
+              "title": "Quickstart"
             },
             {
-              "url": "https://supabase.com/docs/guides/queues",
-              "title": "Supabase Queues"
+              "url": "https://supabase.com/docs/guides/cron",
+              "title": "Cron"
             },
             {
-              "url": "https://supabase.com/docs/guides/queues/quickstart",
-              "title": "Quickstart"
+              "url": "https://supabase.com/docs/guides/platform/upgrading",
+              "title": "Upgrading"
             },
             {
-              "url": "https://supabase.com/docs/guides/queues/pgmq",
-              "title": "PGMQ Extension"
+              "url": "https://supabase.com/docs/guides/database/extensions/wrappers/overview",
+              "title": "Foreign Data Wrappers"
             }
           ],
-          "resultChars": 69751
+          "resultChars": 87194
         },
         {
           "source": "search_docs",
-          "query": "query {\n  searchDocs(query: \"pg_cron unschedule jobname cron.schedule same name idempotent\", limit: 5) {\n    nodes { title href content }\n  }\n}",
+          "query": "query {\n  searchDocs(query: \"pgmq create queue pop delete message_record read archive queue create function docs\", limit: 8) {\n    nodes {\n      ... on Guide { title href content }\n      ... on ClientLibraryFunctionReference { title href content language methodName }\n      ... on TroubleshootingGuide { title href content }\n      ... on ManagementApiReference { title href content }\n      ... on CLICommandReference { title href content }\n    }\n  }\n}",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/cron/quickstart",
-              "title": "Quickstart"
+              "url": "https://supabase.com/docs/guides/queues/pgmq",
+              "title": "PGMQ Extension"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/pg_cron-launcher-crashes-with-duplicate-key-value-violates-unique-constraint-cc6472",
-              "title": "`pg_cron launcher crashes with 'duplicate key value violates unique constraint'`"
+              "url": "https://supabase.com/docs/guides/queues/quickstart",
+              "title": "Quickstart"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/upgrading",
-              "title": "Upgrading"
+              "url": "https://supabase.com/docs/guides/queues",
+              "title": "Supabase Queues"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/extensions/pg_net",
-              "title": "pg_net: Async Networking"
+              "url": "https://supabase.com/docs/guides/queues/api",
+              "title": "API"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/pgcron-debugging-guide-n1KTaz",
-              "title": "pg_cron debugging guide"
+              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions",
+              "title": "Consuming Supabase Queue Messages with Edge Functions"
             }
           ],
-          "resultChars": 42853
+          "resultChars": 41186
         }
       ]
     },
@@ -8511,19 +8404,7 @@
       ]
     },
     "docs": {
-      "calls": [
-        {
-          "source": "shell_fetch",
-          "query": "/bin/bash -lc \"curl -fsSL https://supabase.com/changelog.md | sed -n '1,120p'\"",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 6745
-        }
-      ]
+      "calls": []
     },
     "prompt": "We need the nightly sales report working. `app/report.mjs` has the spec in a\ncomment — it runs in our Node backend worker and prints a JSON summary of what\neach customer has ordered.\n\nThe data lives in the Supabase project in `supabase/` (already running\nlocally). Finish the script and make sure it prints the right numbers.",
     "promptSourcePath": "evals/build-dataapi-001-relational-report/PROMPT.md",
@@ -8585,41 +8466,11 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase",
-        "supabase-postgres-best-practices"
+        "supabase"
       ]
     },
     "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase local psql database query cli worker node supabase-js examples\", limit: 5) { edges { node { __typename ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } ... on CLICommandReference { title href content } ... on TroubleshootingGuide { title href content } } } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/local-development/cli/testing-and-linting",
-              "title": "Testing and linting"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/connecting-to-postgres/serverless-drivers",
-              "title": "Serverless Drivers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres",
-              "title": "Integrating with Supabase Database (Postgres)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/local-development",
-              "title": "Local Development & CLI"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/inspect",
-              "title": "Debugging and monitoring"
-            }
-          ],
-          "resultChars": 36819
-        }
-      ]
+      "calls": []
     },
     "prompt": "Purchasing needs a restock alert. `app/restock.mjs` has the spec in a\ncomment — it runs in our Node backend worker and prints a JSON list of what\nneeds reordering, with who to email about it.\n\nThe data lives in the Supabase project in `supabase/` (already running\nlocally). Finish the script and make sure it prints the right alerts.",
     "promptSourcePath": "evals/build-dataapi-002-restock-alert-report/PROMPT.md",
@@ -8682,24 +8533,20 @@
       "calls": [
         {
           "source": "shell_fetch",
-          "query": "/bin/bash -lc \"curl -fsSL https://supabase.com/changelog.md | sed -n '1,140p'\"",
+          "query": "/bin/bash -lc \"curl -fsSL https://supabase.com/changelog.md | sed -n '1,80p'\"",
           "hasContent": true,
           "pages": [
             {
               "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 7789
+          "resultChars": 4386
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"supabase db start --from-backup logical backup pg_restore dump\", limit: 5) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"restore binary dump pg_restore local development supabase\", limit: 5) { nodes { title href content } totalCount } }",
           "hasContent": true,
           "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/download-logical-backups",
-              "title": "How to download logical backups in Supabase with physical backups enabled?"
-            },
             {
               "url": "https://supabase.com/docs/guides/self-hosting/restore-from-platform",
               "title": "Restore a Platform Project to Self-Hosted"
@@ -8709,15 +8556,19 @@
               "title": "Restoring a downloaded backup locally"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/transferring-from-cloud-to-self-host-in-supabase-2oWNvW",
-              "title": "Transferring from platform to self-hosted Supabase"
+              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/postgres",
+              "title": "Migrate from Postgres to Supabase"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/backups",
-              "title": "Database Backups"
+              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
+              "title": "Local development workflow"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/migrating-within-supabase/backup-restore",
+              "title": "Backup and Restore using the CLI"
             }
           ],
-          "resultChars": 24731
+          "resultChars": 93959
         }
       ]
     },
@@ -8769,12 +8620,12 @@
       {
         "name": "user A cannot force-read user B note",
         "passed": true,
-        "notes": "status=403"
+        "notes": "status=200"
       },
       {
         "name": "user B cannot force-read user A note",
         "passed": true,
-        "notes": "status=403"
+        "notes": "status=200"
       }
     ],
     "skills": {
@@ -8783,49 +8634,87 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase"
+        "supabase",
+        "supabase-postgres-best-practices"
       ]
     },
     "docs": {
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Edge Functions verify_jwt auth.getUser Bearer token\", limit: 5) { nodes { __typename ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } ... on TroubleshootingGuide { title href content } } } }",
+          "query": "query { searchDocs(query: \"Edge Functions create client forward Authorization header RLS service role private notes auth.uid\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-headers",
-              "title": "Authorization headers"
-            },
             {
               "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
               "title": "Integrating With Supabase Auth"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/error-codes",
-              "title": "Error codes"
+              "url": "https://supabase.com/docs/guides/troubleshooting/why-is-my-service-role-key-client-getting-rls-errors-or-not-returning-data-7_1K9z",
+              "title": "Why is my service role key client getting RLS errors or not returning data?"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
+              "url": "https://supabase.com/docs/guides/getting-started/features",
+              "title": "Features"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/status-codes",
-              "title": "Status codes"
+              "url": "https://supabase.com/docs/guides/functions/auth-headers",
+              "title": "Authorization headers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/recursive-functions",
+              "title": "Recursive / Nested Function Calls"
             }
           ],
-          "resultChars": 32605
+          "resultChars": 35369
         },
         {
-          "source": "shell_fetch",
-          "query": "/bin/bash -lc \"curl -fsSL https://supabase.com/changelog.md | sed -n '1,120p'\"",
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Edge Functions SUPABASE_ANON_KEY SUPABASE_PUBLISHABLE_KEYS environment variables\", limit: 10) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/changelog.md"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/secrets",
+              "title": "Environment Variables"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
+              "title": "Self-Hosted Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth",
+              "title": "Securing Edge Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/quickstarts/with-expo-react-native-social-auth",
+              "title": "Build a Social Auth App with Expo React Native"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/storage-caching",
+              "title": "Integrating with Supabase Storage"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/quickstart-dashboard",
+              "title": "Getting Started with Edge Functions (Dashboard)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
             }
           ],
-          "resultChars": 6745
+          "resultChars": 145760
         }
       ]
     },
@@ -8858,7 +8747,7 @@
     "suite": "benchmark",
     "interface": "cli",
     "cliVersion": "2.109.1",
-    "passed": true,
+    "passed": false,
     "checks": [
       {
         "name": "seed rows present",
@@ -8868,42 +8757,42 @@
       {
         "name": "rejects request with no credentials",
         "passed": true,
-        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
+        "notes": "status 401: {\"error\":\"Unauthorized\"}"
       },
       {
         "name": "user with JWT reads only their own rows",
         "passed": true,
-        "notes": "status 200: {\"data\":[{\"user_id\":\"9c85b93d-750c-4545-ad08-2e86b35ad9a6\",\"metric\":\"steps_a_msj0xq5b\",\"value\":111}]}"
+        "notes": "status 200: [{\"user_id\":\"134f0045-b96d-4423-ae01-650333a54faa\",\"metric\":\"steps_a_mt93rotn\",\"value\":111}]"
       },
       {
         "name": "user cannot read another user's rows by passing user_id",
         "passed": true,
-        "notes": "status 200: {\"data\":[{\"user_id\":\"9c85b93d-750c-4545-ad08-2e86b35ad9a6\",\"metric\":\"steps_a_msj0xq5b\",\"value\":111}]}"
+        "notes": "status 200: [{\"user_id\":\"134f0045-b96d-4423-ae01-650333a54faa\",\"metric\":\"steps_a_mt93rotn\",\"value\":111}]"
       },
       {
         "name": "service key bypasses RLS to read the target user's rows",
         "passed": true,
-        "notes": "status 200: {\"data\":[{\"user_id\":\"af4aed6d-bffa-426b-98f4-2f78b0fb1835\",\"metric\":\"steps_b_msj0xq5b\",\"value\":222}]}"
+        "notes": "status 200: [{\"user_id\":\"7e0ceaf8-dde4-4299-97f3-9a35acbfb3ff\",\"metric\":\"steps_b_mt93rotn\",\"value\":222}]"
       },
       {
         "name": "non-service key is not granted service access",
         "passed": true,
-        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
+        "notes": "status 401: {\"error\":\"Unauthorized\"}"
       },
       {
         "name": "rejects an unverified (forged) user token",
         "passed": true,
-        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
+        "notes": "status 401: {\"error\":\"Invalid user access token\"}"
       },
       {
         "name": "a user token in the apikey slot is not treated as the service key",
         "passed": true,
-        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
+        "notes": "status 401: {\"error\":\"Unauthorized\"}"
       },
       {
         "name": "implementation uses @supabase/server",
-        "passed": true,
-        "notes": "imports @supabase/server / withSupabase"
+        "passed": false,
+        "notes": "hand-rolled (raw supabase-js or other) — this eval requires @supabase/server"
       }
     ],
     "skills": {
@@ -8920,201 +8809,76 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Edge Functions auth service_role key verify supabase access token request header user_id body\", limit: 5) { nodes { title href content ... on Guide { subsections { nodes { title href content } } } } } }",
+          "query": "query { searchDocs(query: \"edge functions getUser auth.getUser service role key bearer apikey header verify jwt\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
-              "title": "Integrating With Supabase Auth"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt#row-level-security",
-              "title": "Row Level Security"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt#example",
-              "title": "Example"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt#setting-up-auth-context",
-              "title": "Setting up auth context"
+              "url": "https://supabase.com/docs/guides/functions/auth-headers",
+              "title": "Authorization headers"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt#fetching-the-user",
-              "title": "Fetching the user"
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
             },
             {
               "url": "https://supabase.com/docs/guides/getting-started/api-keys",
               "title": "Understanding API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys#security-considerations",
-              "title": "Security considerations"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys#what-secret-keys-allow-access-to",
-              "title": "What secret keys allow access to"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys#known-limitations-and-compatibility-differences",
-              "title": "Known limitations and compatibility differences"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys#best-practices-for-handling-secret-keys",
-              "title": "Best practices for handling secret keys"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy",
+              "title": "Envoy API Gateway"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys#what-to-do-if-a-secret-key-or-service_role-has-been-leaked-or-compromised",
-              "title": "What to do if a secret key or service_role has been leaked or compromised?"
-            },
+              "url": "https://supabase.com/docs/reference/javascript/auth-getclaims"
+            }
+          ],
+          "resultChars": 48439
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"edge functions env service role key variable service_role_key SUPABASE_SERVICE_ROLE_KEY verify_jwt false apikey header secure edge function auth getUser getClaims\", limit: 8) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys#overview",
-              "title": "Overview"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys#publishable-keys",
-              "title": "Publishable keys"
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys#interaction-with-supabase-auth",
-              "title": "Interaction with Supabase Auth"
+              "url": "https://supabase.com/docs/guides/functions/secrets",
+              "title": "Environment Variables"
             },
             {
               "url": "https://supabase.com/docs/guides/functions/auth",
               "title": "Securing Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth#public-functions",
-              "title": "Public functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth#external-webhooks",
-              "title": "External webhooks"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth#combining-modes",
-              "title": "Combining modes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth#custom-error-responses",
-              "title": "Custom error responses"
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth#environment-variables",
-              "title": "Environment variables"
+              "url": "https://supabase.com/docs/guides/functions/function-configuration",
+              "title": "Function Configuration"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth#authenticated-user-calls",
-              "title": "Authenticated user calls"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth#service-to-service-calls",
-              "title": "Service-to-service calls"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-headers",
-              "title": "Authorization headers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-headers#understanding-authorization-headers",
-              "title": "Understanding authorization headers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-headers#the-verify_jwt-platform-check",
-              "title": "The verify_jwt platform check"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/examples/resumable-websockets",
-              "title": "Resumable WebSockets with Edge Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/examples/resumable-websockets#next-steps",
-              "title": "Next steps"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/examples/resumable-websockets#why-this-pattern-works",
-              "title": "Why this pattern works"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/examples/resumable-websockets#browser-client",
-              "title": "Browser client"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/examples/resumable-websockets#edge-function-websocket-proxy",
-              "title": "Edge Function (WebSocket proxy)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/examples/resumable-websockets#database-schema",
-              "title": "Database schema"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/examples/resumable-websockets#architecture",
-              "title": "Architecture"
-            }
-          ],
-          "resultChars": 91747
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"supabase functions serve verify_jwt false config.toml edge function\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/functions/function-configuration",
-              "title": "Function Configuration"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/development-tips",
-              "title": "Development tips"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/deploy",
-              "title": "Deploy to Production"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth",
-              "title": "Securing Edge Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/examples/mcp-server-mcp-lite",
-              "title": "Building an MCP Server with mcp-lite"
-            }
-          ],
-          "resultChars": 32331
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Edge Functions service role key env var SUPABASE_SERVICE_ROLE_KEY secret key Deno.env\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/functions/secrets",
-              "title": "Environment Variables"
+              "url": "https://supabase.com/docs/guides/functions/auth-headers",
+              "title": "Authorization headers"
             },
             {
               "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
               "title": "Self-Hosted Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions",
-              "title": "Edge Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/inspecting-edge-function-environment-variables-wg5qOQ",
-              "title": "Inspecting edge function environment variables"
             }
           ],
-          "resultChars": 44193
+          "resultChars": 61908
         }
       ]
     },
     "prompt": "Build and serve a Supabase Edge Function named `user-stats` for this project,\nreachable over HTTP at `/functions/v1/user-stats`.\n\nOur product stores per-user metrics in the existing `user_stats` table.\n\nTwo very different callers need to hit this one endpoint:\n\n1. **Our mobile app**, acting for a signed-in user. It sends that user's\n   Supabase access token. The endpoint should return the user's own stats.\n\n2. **Our internal billing service**, a trusted backend with no signed-in user.\n   It authenticates with the project's secret (service-role) key in the `apikey`\n   header, and names the target user with a `user_id` in the JSON request body.\n   It needs that user's stats.\n\nReturn the matching rows as JSON. The endpoint must be secure: only ever serve\nstats to a caller that is genuinely entitled to them, and turn away callers that\nare not.",
     "promptSourcePath": "evals/build-functions-005-dual-auth-user-secret/PROMPT.md",
-    "attempts": 1,
+    "attempts": 2,
     "sourcePath": "codex-gpt-5.4-mini/build-functions-005-dual-auth-user-secret.json"
   },
   {
@@ -9215,31 +8979,59 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"row level security organization members docs auth.uid policy security invoker\", limit: 5) { nodes { __typename ... on Guide { title href content } ... on TroubleshootingGuide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } } } }",
+          "query": "query { searchDocs(query: \"row level security policies auth.uid TO authenticated UPDATE WITH CHECK docs memberships\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/database/tables",
-              "title": "Tables and Data"
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
             },
             {
               "url": "https://supabase.com/docs/guides/getting-started/features",
               "title": "Features"
             },
             {
-              "url": "https://supabase.com/docs/guides/resources/glossary",
-              "title": "Glossary"
+              "url": "https://supabase.com/docs/guides/realtime/getting_started",
+              "title": "Getting Started with Realtime"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/postgres/column-level-security",
+              "title": "Column Level Security"
             },
+            {
+              "url": "https://supabase.com/docs/guides/auth/auth-mfa",
+              "title": "Multi-Factor Authentication"
+            }
+          ],
+          "resultChars": 83730
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"security invoker views update select policy with check rls\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
               "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
               "title": "Row Level Security"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/postgres/roles",
-              "title": "Postgres Roles"
+              "url": "https://supabase.com/docs/guides/local-development/declarative-database-schemas",
+              "title": "Declarative database schemas"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/database-advisors?queryGroups=lint&lint=0002_auth_users_exposed",
+              "title": "Database Advisor: Lint 0002_auth_users_exposed"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/resources/glossary",
+              "title": "Glossary"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
+              "title": "Local development workflow"
             }
           ],
-          "resultChars": 83587
+          "resultChars": 78367
         }
       ]
     },
@@ -9286,7 +9078,7 @@
       {
         "name": "user A lists only own files",
         "passed": true,
-        "notes": "saw: 019fdc8d-2d5c-7238-bdd6-e937eefa55fb/receipt-alpha.pdf, 019fdc8d-2d5c-7238-bdd6-e937eefa55fb/receipt-beta.pdf"
+        "notes": "saw: 01a03a86-72d2-72b9-a99f-1d3944cf8473/receipt-alpha.pdf, 01a03a86-72d2-72b9-a99f-1d3944cf8473/receipt-beta.pdf"
       },
       {
         "name": "user B cannot read user A files",
@@ -9307,7 +9099,7 @@
       {
         "name": "configured private per-user storage access",
         "passed": true,
-        "judgeNotes": "Creates private user-files bucket, owner-scoped SELECT and INSERT policies for authenticated role using first folder segment = auth.uid(), keeps RLS intact (no disabling), and provides createSignedUrl with a 15-minute expiry. Extra UPDATE/DELETE policies are acceptable."
+        "judgeNotes": "Private bucket created; RLS remains enabled; authenticated SELECT and INSERT policies are owner/path scoped; createSignedUrl uses a one-hour expiry."
       }
     ],
     "skills": {
@@ -9323,81 +9115,73 @@
     "docs": {
       "calls": [
         {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"storage bucket policies objects path owner user id signed URL supabase\", limit: 5) { nodes { __typename title href ... on Guide { content } ... on TroubleshootingGuide { content } ... on ClientLibraryFunctionReference { content language methodName } } } }",
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc \"curl -fsSL https://supabase.com/changelog.md | sed -n '1,160p'\"",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-nextjs",
-              "title": "Build a User Management App with Next.js"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/storage/serving/downloads",
-              "title": "Serving assets from Storage"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/storage",
-              "title": "Storage"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-redwoodjs",
-              "title": "Build a User Management App with RedwoodJS"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-sveltekit",
-              "title": "Build a User Management App with SvelteKit"
+              "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 119861
+          "resultChars": 9005
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"storage.objects policy owner path prefix foldername user id signed URL createSignedUrl\", limit: 10) { nodes { __typename title href ... on Guide { content } ... on TroubleshootingGuide { content } ... on ClientLibraryFunctionReference { content language methodName } } } }",
+          "query": "query { searchDocs(query: \"Supabase Storage policies bucket upload download signed URLs public private bucket RLS\", limit: 5) { nodes { __typename title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsignedurls"
+              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
+              "title": "Storage Buckets"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsigneduploadurl"
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-angular",
+              "title": "Build a User Management App with Angular"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
-              "title": "Storage Buckets"
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-ionic-angular",
+              "title": "Build a User Management App with Ionic Angular"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsignedurl"
+              "url": "https://supabase.com/docs/guides/storage/schema/helper-functions",
+              "title": "Storage Helper Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/cdn/smart-cdn",
-              "title": "Smart CDN"
-            },
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-expo-react-native",
+              "title": "Build a User Management App with Expo React Native"
+            }
+          ],
+          "resultChars": 106584
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"storage createSignedUrl supabase-js private bucket signed URL JavaScript\", limit: 5) { nodes { __typename title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/why-cant-i-uploadlistetc-my-public-bucket-Z6CmGt",
-              "title": "Why can't I upload/list/etc my public bucket?"
+              "url": "https://supabase.com/docs/guides/storage/serving/downloads",
+              "title": "Serving assets from Storage"
             },
             {
-              "url": "https://supabase.com/docs/reference/swift/storage-from-createsigneduploadurl",
-              "title": "from.createSignedUploadURL()"
+              "url": "https://supabase.com/docs/guides/storage/serving/image-transformations",
+              "title": "Storage Image Transformations"
             },
             {
-              "url": "https://supabase.com/docs/guides/security/product-security",
-              "title": "Secure configuration of Supabase products"
+              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsigneduploadurl"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/serving/downloads",
-              "title": "Serving assets from Storage"
+              "url": "https://supabase.com/docs/guides/storage/uploads/resumable-uploads",
+              "title": "Resumable Uploads"
             },
             {
-              "url": "https://supabase.com/docs/reference/swift/storage-from-createsignedurls",
-              "title": "from.createSignedUrls()"
+              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsignedurl"
             }
           ],
-          "resultChars": 17609
+          "resultChars": 41301
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"storage access control policy examples foldername auth uid owner\", limit: 10) { nodes { __typename title href ... on Guide { content } ... on TroubleshootingGuide { content } } } }",
+          "query": "query { searchDocs(query: \"storage access control storage.objects RLS bucket_id owner policy examples\", limit: 5) { nodes { __typename title href content } } }",
           "hasContent": true,
           "pages": [
             {
@@ -9409,98 +9193,63 @@
               "title": "Secure configuration of Supabase products"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/security/ownership",
-              "title": "Ownership"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/storage/quickstart",
-              "title": "Storage Quickstart"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/platform/sso/multiple-providers",
-              "title": "Multiple SSO Providers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/storage/management/copy-move-objects",
-              "title": "Copy Objects"
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-angular",
+              "title": "Build a User Management App with Angular"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/schema/helper-functions",
-              "title": "Storage Helper Functions"
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-nextjs",
+              "title": "Build a User Management App with Next.js"
             },
             {
               "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
               "title": "Storage Buckets"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
-              "title": "Configure S3 Storage"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/supabase-storage-inefficient-folder-operations-and-hierarchical-rls-challenges-b05a4d",
-              "title": "Supabase Storage: Inefficient folder operations and hierarchical RLS challenges"
             }
           ],
-          "resultChars": 60503
+          "resultChars": 86688
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"storage object ownership owner column path prefix foldername access control\", limit: 10) { nodes { __typename title href ... on Guide { content } ... on TroubleshootingGuide { content } } } }",
+          "query": "query { searchDocs(query: \"storage.foldername(name) owner path prefix user id policy\", limit: 5) { nodes { __typename title href content } } }",
           "hasContent": true,
           "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/storage/security/ownership",
-              "title": "Ownership"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/supabase-storage-inefficient-folder-operations-and-hierarchical-rls-challenges-b05a4d",
-              "title": "Supabase Storage: Inefficient folder operations and hierarchical RLS challenges"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/storage/management/copy-move-objects",
-              "title": "Copy Objects"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/security/product-security",
-              "title": "Secure configuration of Supabase products"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/storage/schema/design",
-              "title": "The Storage Schema"
-            },
             {
               "url": "https://supabase.com/docs/guides/storage/schema/helper-functions",
               "title": "Storage Helper Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/security/access-control",
-              "title": "Storage Access Control"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
-              "title": "Configure S3 Storage"
+              "url": "https://supabase.com/docs/guides/storage/quickstart",
+              "title": "Storage Quickstart"
             }
           ],
-          "resultChars": 32342
+          "resultChars": 12296
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"supabase-js createSignedUrl storage from bucket expiresIn share file temporary link\", limit: 3) { nodes { __typename title href ... on ClientLibraryFunctionReference { content language methodName } } } }",
+          "query": "query { searchDocs(query: \"Supabase storage object ownership owner column storage.objects owner_id\", limit: 5) { nodes { __typename title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/storage/serving/downloads",
-              "title": "Serving assets from Storage"
+              "url": "https://supabase.com/docs/guides/storage/security/ownership",
+              "title": "Ownership"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/manage-your-usage/storage-image-transformations",
-              "title": "Manage Storage Image Transformations usage"
+              "url": "https://supabase.com/docs/guides/self-hosting/remove-superuser-access",
+              "title": "Remove Superuser Access from Studio"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsignedurl"
+              "url": "https://supabase.com/docs/guides/self-hosting/restore-from-platform",
+              "title": "Restore a Platform Project to Self-Hosted"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/access-control",
+              "title": "Access Control"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/cli/supabase-storage",
+              "title": "Manage Supabase Storage objects"
             }
           ],
-          "resultChars": 1476
+          "resultChars": 83774
         }
       ]
     },
@@ -9544,7 +9293,7 @@
       {
         "name": "agent correctly identifies the posts isolation bug from test results",
         "passed": true,
-        "judgeNotes": "The agent correctly identified `posts` as the broken tenant isolation policy, grounded it in the pgTAP result (`cross-org posts` check failed), and did not blame `notes` or dismiss the tests. It also noted `notes` passed and treated the test results as authoritative."
+        "judgeNotes": "Correctly identifies `posts` as the broken tenant-isolation policy, explains that any authenticated member could read all organizations’ posts, and uses pgTAP results to verify the fix while treating `notes` as correctly scoped."
       }
     ],
     "skills": {
@@ -9559,20 +9308,9 @@
     },
     "docs": {
       "calls": [
-        {
-          "source": "shell_fetch",
-          "query": "/bin/bash -lc \"curl -fsSL https://supabase.com/changelog.md | sed -n '1,160p'\"",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 1140
-        },
         {
           "source": "search_docs",
-          "query": "query {\n  searchDocs(query: \"pgTAP tests RLS Supabase local database tests\", limit: 5) {\n    nodes {\n      ... on Guide {\n        title\n        href\n        content\n      }\n      ... on TroubleshootingGuide {\n        title\n        href\n        content\n      }\n      ... on CLICommandReference {\n        title\n        href\n        content\n      }\n    }\n    totalCount\n  }\n}",
+          "query": "query {\n  searchDocs(query: \"pgTAP database tests local Supabase RLS auth.uid policies\", limit: 5) {\n    nodes {\n      ... on Guide { title href content }\n      ... on CLICommandReference { title href content }\n      ... on TroubleshootingGuide { title href content }\n      ... on ManagementApiReference { title href content }\n      ... on ClientLibraryFunctionReference { title href content language methodName }\n    }\n    totalCount\n  }\n}",
           "hasContent": true,
           "pages": [
             {
@@ -9580,51 +9318,23 @@
               "title": "Testing Overview"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/testing",
-              "title": "Testing Your Database"
+              "url": "https://supabase.com/docs/guides/auth/oauth-server/token-security",
+              "title": "Token Security and Row Level Security"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli/testing-and-linting",
-              "title": "Testing and linting"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
-              "title": "Row Level Security"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/local-development/testing/pgtap-extended",
-              "title": "Advanced pgTAP Testing"
-            }
-          ],
-          "resultChars": 68853
-        },
-        {
-          "source": "search_docs",
-          "query": "query {\n  searchDocs(query: \"request.jwt.claims auth.uid set local pgtap Supabase\", limit: 5) {\n    nodes {\n      ... on Guide {\n        title\n        href\n        content\n      }\n    }\n    totalCount\n  }\n}",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/local-development/testing/overview",
-              "title": "Testing Overview"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/authorization",
-              "title": "Realtime Authorization"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/third-party/firebase-auth",
-              "title": "Firebase Auth"
+              "url": "https://supabase.com/docs/guides/storage/schema/helper-functions",
+              "title": "Storage Helper Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/rag-with-permissions",
-              "title": "RAG with Permissions"
+              "url": "https://supabase.com/docs/guides/database/testing",
+              "title": "Testing Your Database"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/jwts",
-              "title": "JSON Web Token (JWT)"
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
             }
           ],
-          "resultChars": 66662
+          "resultChars": 57960
         }
       ]
     },
@@ -9654,12 +9364,38 @@
     ],
     "suite": "benchmark",
     "interface": "mcp",
-    "passed": false,
+    "passed": true,
     "checks": [
       {
-        "name": "created auth sessions",
-        "passed": false,
-        "notes": "Internal server error"
+        "name": "document_sections.embedding is vector(384)",
+        "passed": true,
+        "notes": "vector(384)"
+      },
+      {
+        "name": "HNSW index on the embedding column",
+        "passed": true,
+        "notes": "CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops)"
+      },
+      {
+        "name": "index operator class matches the search operator",
+        "passed": true,
+        "notes": "function operators: <=>\nindexes: CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops)"
+      },
+      {
+        "name": "user A search returns only own sections, best match first",
+        "passed": true
+      },
+      {
+        "name": "user B search returns only own sections, best match first",
+        "passed": true
+      },
+      {
+        "name": "user A reads only own sections through the API",
+        "passed": true
+      },
+      {
+        "name": "user A reads only own documents through the API",
+        "passed": true
       }
     ],
     "skills": {
@@ -9676,35 +9412,63 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"semantic search pgvector row level security documents ownership\", limit: 5) { nodes { __typename ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href methodName language } ... on TroubleshootingGuide { title href content } } } }",
+          "query": "query { searchDocs(query: \"Supabase row level security ownership policy auth.uid documents\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/features",
+              "title": "Features"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/users",
+              "title": "Users"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/firebase-auth",
+              "title": "Firebase Auth"
+            },
             {
               "url": "https://supabase.com/docs/guides/ai/rag-with-permissions",
               "title": "RAG with Permissions"
             },
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/access-control",
+              "title": "Storage Access Control"
+            }
+          ],
+          "resultChars": 58837
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Supabase vector extension create index cosine similarity\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/ai/vector-columns",
+              "title": "Vector columns"
+            },
             {
               "url": "https://supabase.com/docs/guides/ai/semantic-search",
               "title": "Semantic search"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/hybrid-search",
-              "title": "Hybrid search"
+              "url": "https://supabase.com/docs/guides/ai/vector-indexes/hnsw-indexes",
+              "title": "HNSW indexes"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/vector/querying-vectors",
-              "title": "Querying Vectors"
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
+              "title": "Automatic embeddings"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/extensions/pgvector",
-              "title": "pgvector: Embeddings and vector similarity"
+              "url": "https://supabase.com/docs/guides/storage/vector/working-with-indexes",
+              "title": "Working with Vector Indexes"
             }
           ],
-          "resultChars": 68480
+          "resultChars": 72962
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"pgvector extension vector schema extensions match_documents function RLS authenticated ownership\", limit: 10) { nodes { __typename ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href methodName language } } } }",
+          "query": "query { searchDocs(query: \"Supabase semantic search pgvector RLS documents ownership\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
@@ -9712,29 +9476,40 @@
               "title": "RAG with Permissions"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/extensions/pgvector",
-              "title": "pgvector: Embeddings and vector similarity"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/ai/semantic-search",
-              "title": "Semantic search"
+              "url": "https://supabase.com/docs/guides/storage/security/access-control",
+              "title": "Storage Access Control"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/vector/introduction",
-              "title": "Vector Buckets"
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
+              "title": "Automatic embeddings"
             },
             {
               "url": "https://supabase.com/docs/guides/ai/hybrid-search",
               "title": "Hybrid search"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/semantic-search",
+              "title": "Semantic search"
+            }
+          ],
+          "resultChars": 77118
+        },
+        {
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc \"curl -fsSL https://supabase.com/changelog.md | grep -n \\\"breaking-change\\\\|vector\\\\|row level security\\\\|RLS\\\" | head -40\"",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 49023
+          "resultChars": 6727
         }
       ]
     },
     "prompt": "We're adding semantic search to our internal knowledge base app. I already wrote the edge functions, but search doesn't work yet. Can you set up whatever the database needs to make search work end to end?\n\nSome documents are confidential, so users should only have access to documents they own.",
     "promptSourcePath": "evals/build-vectors-001-rag-with-permissions/PROMPT.md",
-    "attempts": 2,
+    "attempts": 1,
     "sourcePath": "codex-gpt-5.4-mini/build-vectors-001-rag-with-permissions.json"
   },
   {
@@ -9765,12 +9540,12 @@
       {
         "name": "configured the Supabase Metrics API scrape correctly",
         "passed": false,
-        "judgeNotes": "prometheus.yml does not add a deployable Supabase scrape job. It relies on an entrypoint/env injection not shown, uses SUPABASE_SECRET_API_KEY instead of an HTTP Basic Auth password_file, and docker-compose.yml does not mount that password_file via a volume or Compose secret. The existing app job is preserved, but required Supabase scrape wiring is missing."
+        "judgeNotes": "Fails: the Supabase API key is injected directly into rendered prometheus.yml via basic_auth.password. The rubric requires basic_auth.password_file and a matching Docker Compose volume or secret mount."
       },
       {
         "name": "documented live deployment and verification steps",
         "passed": false,
-        "judgeNotes": "README explains env-based setup and restart, but it does not require placing a matching secret file, and it lacks concrete verification steps via Prometheus targets, PromQL/Grafana, or equivalent."
+        "judgeNotes": "README lacks steps to create the Secret API key, place the matching secret file, restart/reload Compose with concrete commands, and verify scraping via Prometheus targets or PromQL/Grafana. It uses environment variables rather than the required matching secret-file setup."
       }
     ],
     "skills": {
@@ -9787,15 +9562,17 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase metrics Prometheus project metrics\", limit: 5) { nodes { __typename title href content ... on Guide { subsections { nodes { title href content } } } ... on TroubleshootingGuide { } } totalCount } }",
-          "hasContent": true,
-          "pages": []
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"metrics prometheus\", limit: 5) { nodes { title href content } totalCount } }",
+          "query": "query { searchDocs(query: \"Supabase Prometheus metrics project scrape endpoint observability\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
+              "title": "Metrics API"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
+              "title": "Vendor-agnostic Metrics API setup"
+            },
             {
               "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud",
               "title": "Metrics API with Grafana Cloud"
@@ -9805,19 +9582,22 @@
               "title": "Metrics API with Prometheus & Grafana (self-hosted)"
             },
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
-              "title": "Metrics API"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
-              "title": "Vendor-agnostic Metrics API setup"
-            },
+              "url": "https://supabase.com/docs/reference/api/v1-scrape-project-metrics",
+              "title": "Scrape a project's metrics"
+            }
+          ],
+          "resultChars": 20609
+        },
+        {
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc \"curl -fsSL https://supabase.com/changelog.md | rg -n \\\"breaking-change|Metrics API|Prometheus|Grafana|metrics\\\" -i | sed -n '1,120p'\"",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/database/replication/manual-replication-monitoring",
-              "title": "Manual replication monitoring"
+              "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 23603
+          "resultChars": 4110
         }
       ]
     },
@@ -9859,7 +9639,7 @@
       {
         "name": "the weather function reads WEATHER_API_KEY from the environment",
         "passed": true,
-        "judgeNotes": "The function reads WEATHER_API_KEY from the runtime environment using Deno.env.get(\"WEATHER_API_KEY\")."
+        "judgeNotes": "Reads WEATHER_API_KEY from the runtime environment using Deno.env.get(\"WEATHER_API_KEY\")."
       },
       {
         "name": "WEATHER_API_KEY value is not committed to the repo",
@@ -9872,407 +9652,659 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase"
+        "supabase",
+        "supabase-postgres-best-practices"
       ]
     },
     "docs": {
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Edge Functions environment variables secrets deploy supabase secrets set function env var runtime\", limit: 5) { nodes { title href content ... on Guide { subsections { nodes { title href content } } } } } }",
+          "query": "query { searchDocs(query: \"Edge Functions secrets environment variables WEATHER_API_KEY deploy supabase secrets set functions deploy\", limit: 5) { nodes { ... on Guide { title href content } ... on CLICommandReference { title href content } ... on ManagementApiReference { title href content } ... on ClientLibraryFunctionReference { title href methodName language content } ... on TroubleshootingGuide { title href content } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy",
-              "title": "Envoy API Gateway"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#x-forwarded-headers",
-              "title": "X-Forwarded headers"
+              "url": "https://supabase.com/docs/guides/functions/secrets",
+              "title": "Environment Variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#forwarded-headers-and-cors",
-              "title": "Forwarded headers and CORS"
+              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms",
+              "title": "Supabase for Platforms"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#opaque-key-translation",
-              "title": "Opaque key translation"
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream",
+              "title": "Streaming Speech with ElevenLabs"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#api-key-enforcement-on-protected-routes",
-              "title": "API key enforcement on protected routes"
-            },
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech",
+              "title": "Transcription Telegram Bot"
+            }
+          ],
+          "resultChars": 59129
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Edge Functions invoke URL project ref functions supabase.co /functions/v1/\", limit: 5) { nodes { ... on Guide { title href content } ... on CLICommandReference { title href content } ... on TroubleshootingGuide { title href content } } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#dashboard-basic-auth",
-              "title": "Dashboard basic auth"
+              "url": "https://supabase.com/docs/guides/functions/recursive-functions",
+              "title": "Recursive / Nested Function Calls"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#authentication",
-              "title": "Authentication"
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#routes",
-              "title": "Routes"
+              "url": "https://supabase.com/docs/guides/functions/storage-caching",
+              "title": "Integrating with Supabase Storage"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#how-the-configuration-is-rendered-at-startup",
-              "title": "How the configuration is rendered at startup"
+              "url": "https://supabase.com/docs/guides/functions",
+              "title": "Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#configuration-file-structure",
-              "title": "Configuration file structure"
-            },
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
+              "title": "Self-Hosted Functions"
+            }
+          ],
+          "resultChars": 42609
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Project not specified edge function gateway invoke authorization apikey header\", limit: 10) { nodes { ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#architecture",
-              "title": "Architecture"
+              "url": "https://supabase.com/docs/guides/functions/error-codes",
+              "title": "Error codes"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#verify",
-              "title": "Verify"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#enabling-the-envoy-gateway",
-              "title": "Enabling the Envoy gateway"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy",
+              "title": "Envoy API Gateway"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#before-you-begin",
-              "title": "Before you begin"
+              "url": "https://supabase.com/docs/guides/functions/status-codes",
+              "title": "Status codes"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#see-also",
-              "title": "See also"
+              "url": "https://supabase.com/docs/guides/functions/function-configuration",
+              "title": "Function Configuration"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#common-issues",
-              "title": "Common issues"
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#logs",
-              "title": "Logs"
+              "url": "https://supabase.com/docs/guides/functions/auth-headers",
+              "title": "Authorization headers"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#troubleshooting",
-              "title": "Troubleshooting"
-            },
+              "url": "https://supabase.com/docs/guides/functions/auth",
+              "title": "Securing Edge Functions"
+            }
+          ],
+          "resultChars": 82477
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"\\\"Project not specified\\\" functions.supabase.co project ref edge gateway\", limit: 20) { nodes { ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#admin-interface",
-              "title": "Admin interface"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
+              "title": "Self-Hosted Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#customizing-the-configuration",
-              "title": "Customizing the configuration"
+              "url": "https://supabase.com/docs/guides/storage/analytics/connecting-to-analytics-bucket",
+              "title": "Iceberg Catalog"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#security-hardening",
-              "title": "Security hardening"
+              "url": "https://supabase.com/docs/guides/functions/quickstart-dashboard",
+              "title": "Getting Started with Edge Functions (Dashboard)"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#cors",
-              "title": "CORS"
+              "url": "https://supabase.com/docs/guides/local-development/database-migrations",
+              "title": "Database migrations"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/troubleshooting/transfer-edge-function-from-one-project-to-another",
+              "title": "Transfer edge functions from one project to another"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#option-2-adopt-the-supabaseserver-sdk",
-              "title": "Option 2: Adopt the @supabase/server SDK"
+              "url": "https://supabase.com/docs/guides/functions/architecture",
+              "title": "Edge Functions Architecture"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#step-5-verify-nothing-uses-the-legacy-keys",
-              "title": "Step 5: Verify nothing uses the legacy keys"
+              "url": "https://supabase.com/docs/guides/functions/deploy",
+              "title": "Deploy to Production"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#step-6-deactivate-the-legacy-keys",
-              "title": "Step 6: Deactivate the legacy keys"
+              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms",
+              "title": "Supabase for Platforms"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#known-limitations",
-              "title": "Known limitations"
+              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-404-error-response",
+              "title": "Edge Function 404 error response"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#next-steps",
-              "title": "Next steps"
+              "url": "https://supabase.com/docs/guides/functions/quickstart",
+              "title": "Getting Started with Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#option-1-read-the-new-keys-from-the-environment",
-              "title": "Option 1: Read the new keys from the environment"
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
+              "title": "Automatic embeddings"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#before-you-start",
-              "title": "Before you start"
+              "url": "https://supabase.com/docs/guides/ai-tools/byo-mcp",
+              "title": "Deploy MCP servers"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#step-1-create-the-new-api-keys",
-              "title": "Step 1: Create the new API keys"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#step-2-swap-the-publishable-key-in-client-code",
-              "title": "Step 2: Swap the publishable key in client code"
+              "url": "https://supabase.com/docs/guides/functions/secrets",
+              "title": "Environment Variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#step-3-swap-the-secret-key-in-backend-code",
-              "title": "Step 3: Swap the secret key in backend code"
-            },
+              "url": "https://supabase.com/docs/guides/functions/status-codes",
+              "title": "Status codes"
+            },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#database-webhooks-and-pg_net",
-              "title": "Database Webhooks and pg_net"
+              "url": "https://supabase.com/docs/guides/platform",
+              "title": "Supabase Platform"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#step-4-update-edge-functions",
-              "title": "Step 4: Update Edge Functions"
+              "url": "https://supabase.com/docs/guides/platform/delete-project",
+              "title": "Deleting Your Project"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream",
-              "title": "Streaming Speech with ElevenLabs"
+              "url": "https://supabase.com/docs/guides/functions",
+              "title": "Edge Functions"
+            }
+          ],
+          "resultChars": 169894
+        }
+      ]
+    },
+    "prompt": "Our weather widget currently calls WeatherAPI straight from the browser, which\nleaks our API key. I want to move that behind a Supabase Edge Function called\n`weather` that holds the key server-side and proxies the request.\n\nThe function should read the key from an environment variable named\n`WEATHER_API_KEY`. Our key already lives in a local `.env` file at the project\nroot.\n\nDeploy the function to our project so it's live, and make sure the deployed\nfunction can actually read the key at runtime.",
+    "promptSourcePath": "evals/deploy-functions-001-edge-function-secrets/PROMPT.md",
+    "attempts": 1,
+    "sourcePath": "codex-gpt-5.4-mini/deploy-functions-001-edge-function-secrets.json"
+  },
+  {
+    "experiment": "codex-gpt-5.4-mini",
+    "experimentSuite": "benchmark",
+    "experimentDisplay": {
+      "agent": "codex",
+      "modelProvider": "openai",
+      "modelId": "gpt-5.4-mini",
+      "reasoningEffort": "medium"
+    },
+    "eval": "deploy-self-hosting-001-docker-compose",
+    "stage": "deploy",
+    "product": [
+      "database",
+      "auth",
+      "storage"
+    ],
+    "topic": [
+      "self-hosting"
+    ],
+    "suite": "benchmark",
+    "interface": "cli",
+    "passed": true,
+    "checks": [
+      {
+        "name": "cloned the self-host stack (docker-compose.yml + volumes/db)",
+        "passed": true
+      },
+      {
+        "name": "didn't conflate with the CLI (no supabase/config.toml in the stack)",
+        "passed": true
+      },
+      {
+        "name": "secrets rotated off the shipped defaults",
+        "passed": true
+      },
+      {
+        "name": "ANON_KEY and SERVICE_ROLE_KEY are HS256 JWTs signed by JWT_SECRET",
+        "passed": true
+      }
+    ],
+    "skills": {
+      "available": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ],
+      "loaded": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ]
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"self-hosting Docker compose environment variables secrets Supabase CLI\", limit: 5) { nodes { title href content ... on Guide { subsections { nodes { title href content } } } } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
+              "title": "Configure S3 Storage"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#run-locally",
-              "title": "Run locally"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#s3-compatible-providers",
+              "title": "S3-compatible providers"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#code-the-supabase-edge-function",
-              "title": "Code the Supabase Edge Function"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#session-token",
+              "title": "Session token"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#dependencies",
-              "title": "Dependencies"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#verify",
+              "title": "Verify"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#set-up-the-environment-variables",
-              "title": "Set up the environment variables"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#troubleshooting",
+              "title": "Troubleshooting"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#create-a-supabase-edge-function-for-speech-generation",
-              "title": "Create a Supabase Edge Function for speech generation"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#signature-mismatch-errors",
+              "title": "Signature mismatch errors"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#configure-background-tasks-for-supabase-edge-functions",
-              "title": "Configure background tasks for Supabase Edge Functions"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#tus-upload-errors-on-cloudflare-r2",
+              "title": "TUS upload errors on Cloudflare R2"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#configure-the-storage-bucket",
-              "title": "Configure the storage bucket"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#permission-denied-on-uploads",
+              "title": "Permission denied on uploads"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#create-a-supabase-project-locally",
-              "title": "Create a Supabase project locally"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#additional-resources",
+              "title": "Additional resources"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#setup",
-              "title": "Setup"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#upload-urls-point-to-localhost",
+              "title": "Upload URLs point to localhost"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#requirements",
-              "title": "Requirements"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#enable-the-s3-protocol-endpoint",
+              "title": "Enable the S3 protocol endpoint"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#introduction",
-              "title": "Introduction"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#test-with-the-aws-cli",
+              "title": "Test with the AWS CLI"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#test-the-function",
-              "title": "Test the function"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#test-with-rclone",
+              "title": "Test with rclone"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#set-the-function-secrets",
-              "title": "Set the function secrets"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#how-to-configure-an-s3-backend",
+              "title": "How to configure an S3 backend"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#deploy-to-supabase",
-              "title": "Deploy to Supabase"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#using-rustfs",
+              "title": "Using RustFS"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#try-it-out",
-              "title": "Try it out"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#using-minio",
+              "title": "Using MinIO"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech",
-              "title": "Transcription Telegram Bot"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#using-aws-s3",
+              "title": "Using AWS S3"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#dependencies",
-              "title": "Dependencies"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
+              "title": "Self-Hosted Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#test-the-bot",
-              "title": "Test the bot"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#step-3-invoke-your-function",
+              "title": "Step 3: Invoke your function"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#set-the-function-secrets",
-              "title": "Set the function secrets"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#changes-to-function-code-not-reflected-after-editing",
+              "title": "Changes to function code not reflected after editing"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#set-up-the-webhook",
-              "title": "Set up the webhook"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#custom-env-vars-not-available-in-functions",
+              "title": "Custom env vars not available in functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#apply-the-database-migrations",
-              "title": "Apply the database migrations"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#memory-or-timeout-errors",
+              "title": "Memory or timeout errors"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#deploy-to-supabase",
-              "title": "Deploy to Supabase"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#500-error-on-invocation",
+              "title": "500 error on invocation"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#code-the-telegram-bot",
-              "title": "Code the Telegram bot"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#troubleshooting",
+              "title": "Troubleshooting"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#set-up-the-environment-variables",
-              "title": "Set up the environment variables"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#copying-functions-from-supabase-platform",
+              "title": "Copying functions from Supabase platform"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#create-a-supabase-edge-function-to-handle-telegram-webhook-requests",
-              "title": "Create a Supabase Edge Function to handle Telegram webhook requests"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#deploying-functions-to-a-remote-server",
+              "title": "Deploying functions to a remote server"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#create-a-database-table-to-log-the-transcription-results",
-              "title": "Create a database table to log the transcription results"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#managing-functions-via-dashboard",
+              "title": "Managing functions via dashboard"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#create-a-supabase-project-locally",
-              "title": "Create a Supabase project locally"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#internal-vs-external-urls",
+              "title": "Internal vs external URLs"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#register-a-telegram-bot",
-              "title": "Register a Telegram bot"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#calling-supabase-services-from-functions",
+              "title": "Calling Supabase services from functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#setup",
-              "title": "Setup"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#accessing-variables-in-functions",
+              "title": "Accessing variables in functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#requirements",
-              "title": "Requirements"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#using-inline-environment-variables",
+              "title": "Using inline environment variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#introduction",
-              "title": "Introduction"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#using-an-env-file-recommended",
+              "title": "Using an env file (recommended)"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/secrets",
-              "title": "Environment Variables"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#custom-environment-variables",
+              "title": "Custom environment variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/secrets#default-secrets",
-              "title": "Default secrets"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#step-2-restart-the-functions-service-to-pick-up-the-new-function",
+              "title": "Step 2: Restart the functions service to pick up the new function"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/secrets#production-secrets",
-              "title": "Production secrets"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#step-1-add-a-new-function-directory-and-the-function-code",
+              "title": "Step 1: Add a new function directory and the function code"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/secrets#local-secrets",
-              "title": "Local secrets"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#create-a-new-function",
+              "title": "Create a new function"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/secrets#accessing-environment-variables",
-              "title": "Accessing environment variables"
-            }
-          ],
-          "resultChars": 149695
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase Edge Functions JWT verification no-verify-jwt public browser invoke\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#invoke-the-default-function",
+              "title": "Invoke the default function"
+            },
             {
-              "url": "https://supabase.com/docs/guides/functions/function-configuration",
-              "title": "Function Configuration"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
-              "title": "Understanding API keys"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#before-you-begin",
+              "title": "Before you begin"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/websockets",
-              "title": "Handling WebSockets"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#adding-the-new-keys",
+              "title": "Adding the new keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth",
-              "title": "Securing Edge Functions"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#new-api-keys-format",
+              "title": "New API keys format"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/jwts",
-              "title": "JSON Web Token (JWT)"
-            }
-          ],
-          "resultChars": 47787
-        }
-      ]
-    },
-    "prompt": "Our weather widget currently calls WeatherAPI straight from the browser, which\nleaks our API key. I want to move that behind a Supabase Edge Function called\n`weather` that holds the key server-side and proxies the request.\n\nThe function should read the key from an environment variable named\n`WEATHER_API_KEY`. Our key already lives in a local `.env` file at the project\nroot.\n\nDeploy the function to our project so it's live, and make sure the deployed\nfunction can actually read the key at runtime.",
-    "promptSourcePath": "evals/deploy-functions-001-edge-function-secrets/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "codex-gpt-5.4-mini/deploy-functions-001-edge-function-secrets.json"
-  },
-  {
-    "experiment": "codex-gpt-5.4-mini",
-    "experimentSuite": "benchmark",
-    "experimentDisplay": {
-      "agent": "codex",
-      "modelProvider": "openai",
-      "modelId": "gpt-5.4-mini",
-      "reasoningEffort": "medium"
-    },
-    "eval": "deploy-self-hosting-001-docker-compose",
-    "stage": "deploy",
-    "product": [
-      "database",
-      "auth",
-      "storage"
-    ],
-    "topic": [
-      "self-hosting"
-    ],
-    "suite": "benchmark",
-    "interface": "cli",
-    "passed": true,
-    "checks": [
-      {
-        "name": "cloned the self-host stack (docker-compose.yml + volumes/db)",
-        "passed": true
-      },
-      {
-        "name": "didn't conflate with the CLI (no supabase/config.toml in the stack)",
-        "passed": true
-      },
-      {
-        "name": "secrets rotated off the shipped defaults",
-        "passed": true
-      },
-      {
-        "name": "ANON_KEY and SERVICE_ROLE_KEY are HS256 JWTs signed by JWT_SECRET",
-        "passed": true
-      }
-    ],
-    "skills": {
-      "available": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ],
-      "loaded": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ]
-    },
-    "docs": {
-      "calls": [
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#verifying-the-setup",
+              "title": "Verifying the setup"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#environment-variables-configuration",
+              "title": "Environment variables configuration"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#differences-from-the-supabase-platform",
+              "title": "Differences from the Supabase platform"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#backward-compatibility",
+              "title": "Backward compatibility"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#rotating-the-new-api-keys",
+              "title": "Rotating the new API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#regenerating-asymmetric-key-pair",
+              "title": "Regenerating asymmetric key pair"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#how-it-works",
+              "title": "How it works"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#what-client-sdk-sends",
+              "title": "What client SDK sends"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#kong-api-gateway-routing",
+              "title": "Kong API gateway routing"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#request-flows",
+              "title": "Request flows"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#unauthenticated-requests-api-key-only-no-user-session-jwt",
+              "title": "Unauthenticated requests (API key only, no user session JWT)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#authenticated-requests-user-session-jwt",
+              "title": "Authenticated requests (user session JWT)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#additional-resources",
+              "title": "Additional resources"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration",
+              "title": "Configuration"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration#using-dotenvx-for-git-based-workflow",
+              "title": "Using dotenvx for git-based workflow"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration#environment-file-structure",
+              "title": "Environment file structure"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration#setting-up-encrypted-secrets",
+              "title": "Setting up encrypted secrets"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration#using-with-preview-branches",
+              "title": "Using with preview branches"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration#configuration-examples",
+              "title": "Configuration examples"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration#multi-environment-setup",
+              "title": "Multi-environment setup"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration#next-steps",
+              "title": "Next steps"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration#feature-branch-configuration",
+              "title": "Feature branch configuration"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration#branch-configuration-with-remotes",
+              "title": "Branch configuration with remotes"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration#basic-configuration",
+              "title": "Basic configuration"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration#remote-specific-configuration",
+              "title": "Remote-specific configuration"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration#configuration-merging",
+              "title": "Configuration merging"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration#available-configuration-options",
+              "title": "Available configuration options"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration#managing-secrets-for-branches",
+              "title": "Managing secrets for branches"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech",
+              "title": "Transcription Telegram Bot"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#requirements",
+              "title": "Requirements"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#create-a-supabase-project-locally",
+              "title": "Create a Supabase project locally"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#create-a-database-table-to-log-the-transcription-results",
+              "title": "Create a database table to log the transcription results"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#create-a-supabase-edge-function-to-handle-telegram-webhook-requests",
+              "title": "Create a Supabase Edge Function to handle Telegram webhook requests"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#set-up-the-environment-variables",
+              "title": "Set up the environment variables"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#dependencies",
+              "title": "Dependencies"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#code-the-telegram-bot",
+              "title": "Code the Telegram bot"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#deploy-to-supabase",
+              "title": "Deploy to Supabase"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#apply-the-database-migrations",
+              "title": "Apply the database migrations"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#introduction",
+              "title": "Introduction"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#set-up-the-webhook",
+              "title": "Set up the webhook"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#set-the-function-secrets",
+              "title": "Set the function secrets"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#test-the-bot",
+              "title": "Test the bot"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#register-a-telegram-bot",
+              "title": "Register a Telegram bot"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#setup",
+              "title": "Setup"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#400-missing-function-name-in-request"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#401-invalid-jwt"
+            }
+          ],
+          "resultChars": 127029
+        },
         {
-          "source": "web_search",
-          "query": "site:supabase.com/changelog.md Supabase breaking-change self-hosting docker compose",
-          "pages": []
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"self-hosting docker config.toml env file docker-compose.yml secrets set Supabase\", limit: 10) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/docker",
+              "title": "Self-Hosting with Docker"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/restore-from-platform",
+              "title": "Restore a Platform Project to Self-Hosted"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
+              "title": "Configure S3 Storage"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting",
+              "title": "Self-Hosting"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration",
+              "title": "Configuration"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/clerk",
+              "title": "Clerk"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17",
+              "title": "Upgrade to Postgres 17"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-proxy-https",
+              "title": "Configure Reverse Proxy and HTTPS"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/local-development/managing-config",
+              "title": "Managing config and secrets"
+            }
+          ],
+          "resultChars": 118734
         },
         {
-          "source": "web_search",
-          "query": "https://supabase.com/docs/guides/self-hosting/docker",
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc 'curl -fsSL https://supabase.com/changelog.md | rg -n \"breaking-change|Docker|self-hosting|self-hosted|auth keys|JWT|storage|realtime|postgres\" -i | head -80'",
+          "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker"
+              "url": "https://supabase.com/changelog.md"
             }
-          ]
+          ],
+          "resultChars": 14330
         }
       ]
     },
@@ -10301,7 +10333,7 @@
     ],
     "suite": "benchmark",
     "interface": "mcp",
-    "passed": true,
+    "passed": false,
     "checks": [
       {
         "name": "victim session active before delete-account",
@@ -10322,7 +10354,8 @@
       },
       {
         "name": "deleted user cannot sign back in",
-        "passed": true
+        "passed": false,
+        "notes": "deleted account can still sign in"
       },
       {
         "name": "other users keep their sessions and access",
@@ -10331,7 +10364,7 @@
       {
         "name": "diagnosed and explained session revocation",
         "passed": true,
-        "judgeNotes": "Meets the rubric: identifies soft-delete-only bug, updates flow to delete auth user and lock down RLS, explains stale JWT caveat consistently with the RLS mitigation, and correctly distinguishes publishable/anon vs secret/service_role keys."
+        "judgeNotes": "Correctly diagnosed soft deletion, implemented identity/session/refresh-token revocation with immediate RLS denial, accurately described the remaining JWT local-validation window, and correctly distinguished publishable from secret/service-role keys."
       }
     ],
     "skills": {
@@ -10348,7 +10381,7 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"delete user revoke sessions auth admin sign out user delete account\", limit: 5) { nodes { title href ... on Guide { content } ... on TroubleshootingGuide { content } ... on ClientLibraryFunctionReference { methodName language content href } } } }",
+          "query": "query { searchDocs(query: \"delete user revoke sessions auth admin api delete user existing tokens\", limit: 5) { nodes { __typename ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } ... on TroubleshootingGuide { title href content } } } }",
           "hasContent": true,
           "pages": [
             {
@@ -10360,73 +10393,260 @@
               "title": "User Management"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-admin-deleteuser"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/javascript/auth-admin-signout"
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-signout"
+              "url": "https://supabase.com/docs/reference/swift/auth-admin-signout",
+              "title": "signOut()"
             }
           ],
-          "resultChars": 20977
+          "resultChars": 46559
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"publishable key secret key anon key service role frontend rls\", limit: 5) { nodes { title href ... on Guide { content } ... on ClientLibraryFunctionReference { methodName language content href } } } }",
+          "query": "query { searchDocs(query: \"auth.users deleted_at banned_until revoke sessions auth admin delete user\", limit: 10) { nodes { __typename ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/database/secure-data",
-              "title": "Securing your data"
+              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
+              "title": "User Management"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/jwt-fields",
-              "title": "JWT Claims Reference"
+              "url": "https://supabase.com/docs/guides/auth/auth-anonymous",
+              "title": "Anonymous Sign-Ins"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
-              "title": "Configure S3 Storage"
+              "url": "https://supabase.com/docs/guides/platform/sso/multiple-providers",
+              "title": "Multiple SSO Providers"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-redwoodjs",
-              "title": "Build a User Management App with RedwoodJS"
+              "url": "https://supabase.com/docs/reference/javascript/auth-admin-deleteuser"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
-              "title": "Understanding API keys"
-            }
-          ],
-          "resultChars": 68789
-        },
-        {
-          "source": "web_search",
-          "query": "site:supabase.com/changelog.md Supabase changelog markdown",
-          "pages": []
+              "url": "https://supabase.com/docs/guides/auth/sessions",
+              "title": "User sessions"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/swift/auth-admin-signout",
+              "title": "signOut()"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/sso/testing-best-practices",
+              "title": "SSO Testing and Best Practices"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/management/delete-objects",
+              "title": "Delete Objects"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
+            }
+          ],
+          "resultChars": 117142
         },
         {
-          "source": "web_search",
-          "query": "https://supabase.com/changelog.md",
-          "pages": []
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"deleting a user does not automatically sign out JWT remains valid until expired revoke sessions signOut admin delete user\", limit: 10) { nodes { __typename ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
+              "title": "User Management"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/sessions",
+              "title": "User sessions"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/swift/auth-admin-signout",
+              "title": "signOut()"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/javascript/auth-signout"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/server-side/advanced-guide",
+              "title": "Advanced guide"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/resources/glossary",
+              "title": "Glossary"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/sso/testing-best-practices",
+              "title": "SSO Testing and Best Practices"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/javascript/auth-admin-signout"
+            }
+          ],
+          "resultChars": 105406
         },
         {
-          "source": "web_search",
-          "query": "site:supabase.com/docs/guides/getting-started/api-keys Supabase publishable secret key anon service_role",
-          "pages": []
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"publishable key secret key frontend anon service_role what means for RLS\", limit: 10) { nodes { __typename ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/auth/jwt-fields",
+              "title": "JWT Claims Reference"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-redwoodjs",
+              "title": "Build a User Management App with RedwoodJS"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/secure-data",
+              "title": "Securing your data"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/access-control",
+              "title": "Storage Access Control"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/clerk",
+              "title": "Clerk"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/auth-anonymous",
+              "title": "Anonymous Sign-Ins"
+            }
+          ],
+          "resultChars": 145164
         },
         {
-          "source": "web_search",
-          "query": "https://supabase.com/docs/guides/getting-started/api-keys",
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"API keys publishable secret key frontend service_role anon legacy\", limit: 10) { nodes { __typename ... on Guide { title href content } } } }",
+          "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys"
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-redwoodjs",
+              "title": "Build a User Management App with RedwoodJS"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-ionic-angular",
+              "title": "Build a User Management App with Ionic Angular"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-angular",
+              "title": "Build a User Management App with Angular"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-ionic-react",
+              "title": "Build a User Management App with Ionic React"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/secure-data",
+              "title": "Securing your data"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/api/creating-routes",
+              "title": "Creating API Routes"
             }
-          ]
+          ],
+          "resultChars": 209109
         },
         {
-          "source": "web_search",
-          "query": "'Deleting users' in https://supabase.com/docs/guides/auth/managing-user-data",
-          "pages": []
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"delete user banned_until auth.users deleted_at\", limit: 10) { nodes { __typename ... on Guide { title href content } } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/auth/auth-anonymous",
+              "title": "Anonymous Sign-Ins"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
+              "title": "User Management"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/management/delete-objects",
+              "title": "Delete Objects"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
+            }
+          ],
+          "resultChars": 52165
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"auth.users deleted_at banned_until user deletion soft delete auth\", limit: 10) { nodes { __typename ... on Guide { title href content } } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/auth/auth-anonymous",
+              "title": "Anonymous Sign-Ins"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
+              "title": "User Management"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/sso/multiple-providers",
+              "title": "Multiple SSO Providers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/postgres/data-deletion",
+              "title": "Deleting data and dropping objects safely"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/management/delete-objects",
+              "title": "Delete Objects"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/reports",
+              "title": "Reports"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/auth-mfa",
+              "title": "Multi-Factor Authentication"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/features",
+              "title": "Features"
+            }
+          ],
+          "resultChars": 146253
         }
       ]
     },
@@ -10481,7 +10701,7 @@
       {
         "name": "diagnosed missing publication membership",
         "passed": true,
-        "judgeNotes": "Identified the root cause as orders missing from supabase_realtime despite successful subscription, fixed by ALTER PUBLICATION supabase_realtime ADD TABLE public.orders, and preserved courier_locations plus RLS/policies."
+        "judgeNotes": "Correctly identified orders as missing from supabase_realtime, added only public.orders to the existing publication, and verified courier_locations, RLS, and policies remained intact."
       }
     ],
     "skills": {
@@ -10498,451 +10718,31 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase Realtime postgres_changes publication supabase_realtime table not receiving events\", limit: 5) { nodes { __typename title href content ... on Guide { subsections { nodes { title href content } } } } } }",
+          "query": "query { searchDocs(query: \"postgres_changes realtime insert table publication orders replica identity\", limit: 5) { nodes { title href content ... on Guide { subsections { totalCount } } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/realtime/subscribing-to-database-changes",
-              "title": "Subscribing to Database Changes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/subscribing-to-database-changes#broadcast-authorization",
-              "title": "Broadcast authorization"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/subscribing-to-database-changes#streaming-updates",
-              "title": "Streaming updates"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/subscribing-to-database-changes#streaming-inserts",
-              "title": "Streaming inserts"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/subscribing-to-database-changes#enable-postgres-changes",
-              "title": "Enable Postgres Changes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/subscribing-to-database-changes#using-postgres-changes",
-              "title": "Using Postgres Changes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/subscribing-to-database-changes#listening-on-client-side",
-              "title": "Listening on client side"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/subscribing-to-database-changes#create-a-trigger",
-              "title": "Create a trigger"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/subscribing-to-database-changes#create-a-trigger-function",
-              "title": "Create a trigger function"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/subscribing-to-database-changes#using-broadcast",
-              "title": "Using Broadcast"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/benchmarks",
-              "title": "Benchmarks"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/benchmarks#methodology",
-              "title": "Methodology"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/benchmarks#workloads",
-              "title": "Workloads"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/benchmarks#results",
-              "title": "Results"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/benchmarks#broadcast-using-websockets",
-              "title": "Broadcast: Using WebSockets"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/benchmarks#broadcast-using-the-database",
-              "title": "Broadcast: Using the database"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/benchmarks#broadcast-impact-of-payload-size",
-              "title": "Broadcast: Impact of payload size"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/benchmarks#1kb-payload",
-              "title": "1KB payload"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/benchmarks#10kb-payload",
-              "title": "10KB payload"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/benchmarks#50kb-payload",
-              "title": "50KB payload"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/benchmarks#broadcast-scalability-scenarios",
-              "title": "Broadcast: Scalability scenarios"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/benchmarks#realtime-auth",
-              "title": "Realtime Auth"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/benchmarks#postgres-changes",
-              "title": "Postgres Changes"
+              "url": "https://supabase.com/docs/guides/database/replication/snowflake",
+              "title": "Snowflake destination"
             },
             {
               "url": "https://supabase.com/docs/guides/realtime/postgres-changes",
               "title": "Postgres Changes"
             },
             {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#refreshed-tokens",
-              "title": "Refreshed tokens"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#custom-tokens",
-              "title": "Custom tokens"
+              "url": "https://supabase.com/docs/guides/database/replication/ducklake",
+              "title": "DuckLake destination"
             },
             {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#private-schemas",
-              "title": "Private schemas"
+              "url": "https://supabase.com/docs/guides/database/replication/bigquery",
+              "title": "BigQuery destination"
             },
             {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#receiving-old-records",
-              "title": "Receiving old records"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#quick-start",
-              "title": "Quick start"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#usage",
-              "title": "Usage"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#listening-to-specific-schemas",
-              "title": "Listening to specific schemas"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#listening-to-insert-events",
-              "title": "Listening to INSERT events"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#listening-to-update-events",
-              "title": "Listening to UPDATE events"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#listening-to-delete-events",
-              "title": "Listening to DELETE events"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#listening-to-specific-tables",
-              "title": "Listening to specific tables"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#listening-to-multiple-changes",
-              "title": "Listening to multiple changes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#filtering-for-specific-changes",
-              "title": "Filtering for specific changes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#available-filters",
-              "title": "Available filters"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#equal-to-eq",
-              "title": "Equal to (eq)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#not-equal-to-neq",
-              "title": "Not equal to (neq)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#less-than-lt",
-              "title": "Less than (lt)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#less-than-or-equal-to-lte",
-              "title": "Less than or equal to (lte)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#greater-than-gt",
-              "title": "Greater than (gt)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#greater-than-or-equal-to-gte",
-              "title": "Greater than or equal to (gte)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#contained-in-list-in",
-              "title": "Contained in list (in)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#database-instance-and-realtime-performance",
-              "title": "Database instance and realtime performance"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#spaces-in-table-names",
-              "title": "Spaces in table names"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#delete-events-are-not-filterable",
-              "title": "Delete events are not filterable"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#limitations",
-              "title": "Limitations"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol",
-              "title": "Realtime Protocol"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#join-errors",
-              "title": "Join errors"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#websocket-connection-setup",
-              "title": "WebSocket connection setup"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#protocol-messages",
-              "title": "Protocol messages"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#100",
-              "title": "1.0.0"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#200",
-              "title": "2.0.0"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#text-frames",
-              "title": "Text frames"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#binary-frames",
-              "title": "Binary frames"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#user-broadcast-push",
-              "title": "User Broadcast Push"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#user-broadcast",
-              "title": "User Broadcast"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#event-types",
-              "title": "Event types"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#client-sent-events",
-              "title": "Client sent events"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#phx_join",
-              "title": "phx_join"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#phx_leave",
-              "title": "phx_leave"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#heartbeat",
-              "title": "heartbeat"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#access_token",
-              "title": "access_token"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#broadcast-text-frame",
-              "title": "broadcast (text frame)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#broadcast-binary-frame",
-              "title": "broadcast (binary frame)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#presence",
-              "title": "presence"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#server-sent-events",
-              "title": "Server sent events"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#phx_close",
-              "title": "phx_close"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#phx_error",
-              "title": "phx_error"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#phx_reply",
-              "title": "phx_reply"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#system",
-              "title": "system"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#broadcast-text-frame-1",
-              "title": "broadcast (text frame)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#broadcast-binary-frame-1",
-              "title": "broadcast (binary frame)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#postgres_changes",
-              "title": "postgres_changes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#presence_state",
-              "title": "presence_state"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#presence_diff",
-              "title": "presence_diff"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#error-handling",
-              "title": "Error handling"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#channel-level-system-errors",
-              "title": "Channel-level system errors"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#postgres-changes-subscription-errors",
-              "title": "Postgres Changes subscription errors"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#broadcast-errors",
-              "title": "Broadcast errors"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#presence-errors",
-              "title": "Presence errors"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#access-token-refresh",
-              "title": "Access token refresh"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/protocol#reconnection",
-              "title": "Reconnection"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started",
-              "title": "Getting Started with Realtime"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#when-to-use-presence",
-              "title": "When to use Presence"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#quick-start",
-              "title": "Quick start"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#framework-examples",
-              "title": "Framework examples"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#integration-guides",
-              "title": "Integration guides"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#advanced-topics",
-              "title": "Advanced topics"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#security--configuration",
-              "title": "Security & configuration"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#core-features",
-              "title": "Core features"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#next-steps",
-              "title": "Next steps"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#when-to-use-postgres-changes",
-              "title": "When to use Postgres Changes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#when-to-use-broadcast",
-              "title": "When to use Broadcast"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#choose-the-right-feature",
-              "title": "Choose the right feature"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#clean-up-subscriptions",
-              "title": "Clean up subscriptions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#follow-naming-conventions",
-              "title": "Follow naming conventions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#use-private-channels",
-              "title": "Use private channels"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#essential-best-practices",
-              "title": "Essential best practices"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#53-using-database-triggers",
-              "title": "5.3 using database triggers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#52-using-httprest-api",
-              "title": "5.2 using HTTP/REST API"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#51-using-client-libraries",
-              "title": "5.1 using client libraries"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#5-send-and-receive-messages",
-              "title": "5. Send and receive messages"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#4-set-up-authorization",
-              "title": "4. Set up authorization"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#3-create-your-first-channel",
-              "title": "3. Create your first Channel"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#get-api-details",
-              "title": "Get API details"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#2-initialize-the-client",
-              "title": "2. Initialize the client"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started#1-install-the-client-library",
-              "title": "1. Install the client library"
+              "url": "https://supabase.com/docs/guides/database/replication/pipelines-faq",
+              "title": "Pipelines FAQ"
             }
           ],
-          "resultChars": 389763
+          "resultChars": 110209
         }
       ]
     },
@@ -10975,17 +10775,17 @@
       {
         "name": "identified image-transform and the recurring 503 pattern",
         "passed": true,
-        "judgeNotes": "Identified image-transform as the affected function and described repeated HTTP 503 gateway responses throughout the morning of 2026-04-28 from 07:00Z to 12:00Z, while distinguishing unrelated issues."
+        "judgeNotes": "Identified image-transform and the recurring 503 pattern throughout the morning of 2026-04-28."
       },
       {
         "name": "attributed recurring 503s to gateway/platform layer, not function code",
         "passed": true,
-        "judgeNotes": "Attributes recurring image-transform 503s to the edge/API gateway/platform layer rather than function code, and grounds this in API/gateway 503s alongside successful edge-function executions, plus distinguishes the avatar-upload 500 as a separate function-level error."
+        "judgeNotes": "Attributes image-transform 503s to the gateway/front door rather than a bad function rollout, supported by unchanged deployment/version, nearby successful executions, and distinction from avatar-upload’s function-level 500."
       },
       {
         "name": "recommended a concrete next step",
         "passed": true,
-        "judgeNotes": "The assistant recommended concrete next steps, including pulling fuller traces for failing request windows, checking Supabase edge/runtime incidents or rollouts, adding retry/backoff, and investigating a specific isolated 500 code path."
+        "judgeNotes": "Provides concrete actions: inspect both Edge Functions, add targeted error logging, implement retry/backoff, and check upstream image-processing dependencies."
       }
     ],
     "skills": {
@@ -10994,7 +10794,8 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase"
+        "supabase",
+        "supabase-postgres-best-practices"
       ]
     },
     "docs": {
@@ -11056,7 +10857,7 @@
       {
         "name": "diagnosed RLS and added owner-scoped policies",
         "passed": true,
-        "judgeNotes": "The assistant correctly diagnosed RLS enabled with no policies as deny-all for Data API, kept RLS enabled, created authenticated SELECT policy scoped to user_id = auth.uid(), and created authenticated INSERT policy with WITH CHECK enforcing user_id = auth.uid()."
+        "judgeNotes": "Correctly diagnosed deny-all RLS with no policies, kept RLS enabled, and created authenticated-only SELECT and INSERT policies scoped to user_id = auth.uid(), using USING and WITH CHECK respectively."
       }
     ],
     "skills": {
@@ -11070,36 +10871,7 @@
       ]
     },
     "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Exposing a Table to the Data API RLS bookmarks anon authenticated GRANT\", limit: 5) { nodes { __typename ... on Guide { title href content } ... on TroubleshootingGuide { title href content } ... on CLICommandReference { title href content } } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/api/securing-your-api",
-              "title": "Securing your API"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/secure-data",
-              "title": "Securing your data"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/database-advisors?queryGroups=lint&lint=0017_foreign_table_in_api",
-              "title": "Database Advisor: Lint 0017_foreign_table_in_api"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
-              "title": "Row Level Security"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/database-advisors?queryGroups=lint&lint=0013_rls_disabled_in_public",
-              "title": "Database Advisor: Lint 0013_rls_disabled_in_public"
-            }
-          ],
-          "resultChars": 58013
-        }
-      ]
+      "calls": []
     },
     "prompt": "Our app lets signed-in users save bookmarks and view them on their dashboard. Bookmarks are stored in the `bookmarks` table and are private — a user must only ever see their own. \nUsers also need to be able to save new bookmarks from the app.\n\nI can see the rows when I query the table directly, but the dashboard shows an empty list for every user.\n\nFind out why the Data API returns nothing and fix it.",
     "promptSourcePath": "evals/resolve-dataapi-001-empty-results/PROMPT.md",
@@ -11150,7 +10922,7 @@
       {
         "name": "the avatar migration and history reconciliation were done via the Supabase CLI",
         "passed": true,
-        "judgeNotes": "Applied avatar_url via `supabase db push --db-url \"$DB_URL\"` (#42), which showed `Applying migration 20240220000000_add_avatar_url.sql...` and `Finished supabase db push.` Reconciled orphan bio history by adding local migration `supabase/migrations/20240115000000_add_profile_bio.sql` (#36-37), after which `supabase migration list --db-url` showed local/remote aligned (#39, #45). Only read-only psql inspection observed; no prohibited workaround."
+        "judgeNotes": "`npx -y supabase@latest db push --db-url \"$DB_URL\" --yes` applied `20240220000000_add_avatar_url.sql` and finished successfully. History was reconciled by adding `20240115000000_add_profile_bio.sql` locally, after which the same CLI push recognized it and migration listing showed all versions aligned. Only read-only psql inspection was used; no prohibited workaround was seen."
       }
     ],
     "skills": {
@@ -11168,7 +10940,7 @@
     },
     "prompt": "I'm trying to ship a migration to our hosted project and it's not working. Can you figure out what's wrong and get it deployed?",
     "promptSourcePath": "evals/resolve-database-001-migration-history-mismatch/PROMPT.md",
-    "attempts": 1,
+    "attempts": 2,
     "sourcePath": "codex-gpt-5.4-mini/resolve-database-001-migration-history-mismatch.json"
   },
   {
@@ -11208,7 +10980,7 @@
       {
         "name": "query plan uses an index and avoids sequential scan",
         "passed": true,
-        "notes": "Limit  (cost=55.55..55.61 rows=25 width=88)\n  ->  Sort  (cost=55.55..55.61 rows=25 width=88)\n        Sort Key: created_at DESC\n        ->  Bitmap Heap Scan on events  (cost=4.48..54.97 rows=25 width=88)\n              Recheck Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)\n              ->  Bitmap Index Scan on events_user_created_at_idx  (cost=0.00..4.47 rows=25 width=0)\n                    Index Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)"
+        "notes": "Limit  (cost=55.55..55.61 rows=25 width=88)\n  ->  Sort  (cost=55.55..55.61 rows=25 width=88)\n        Sort Key: created_at DESC\n        ->  Bitmap Heap Scan on events  (cost=4.48..54.97 rows=25 width=88)\n              Recheck Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)\n              ->  Bitmap Index Scan on events_user_id_created_at_idx  (cost=0.00..4.47 rows=25 width=0)\n                    Index Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)"
       },
       {
         "name": "inserts still work",
@@ -11226,28 +10998,7 @@
       ]
     },
     "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "query {\n  searchDocs(query: \"composite index query optimization order by desc limit user_id created_at\", limit: 5) {\n    nodes {\n      ... on Guide { title href content }\n      ... on ClientLibraryFunctionReference { title href content language methodName }\n      ... on TroubleshootingGuide { title href content }\n      ... on ManagementApiReference { title href content }\n    }\n  }\n}",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/database/query-optimization",
-              "title": "Query Optimization"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/orioledb",
-              "title": "OrioleDB Overview"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/postgres/indexes",
-              "title": "Managing Indexes in Postgres"
-            }
-          ],
-          "resultChars": 18373
-        }
-      ]
+      "calls": []
     },
     "prompt": "My database CPU keeps spiking and the app gets slow when loading recent events for a user. Can you figure out what query is causing it and make the database change needed to fix it?\n\nEnd your turn with a short summary of what you changed and why.",
     "promptSourcePath": "evals/resolve-performance-001-slow-query-cpu-spike/PROMPT.md",
@@ -11328,31 +11079,31 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"row level security policy auth.uid select using with check memberships supabase\", limit: 5) { nodes { __typename title href content } } }",
+          "query": "query {\n  searchDocs(query: \"row level security policy auth.uid membership org_id select using with check\", limit: 5) {\n    nodes {\n      title\n      href\n      content\n    }\n  }\n}",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/realtime/authorization",
-              "title": "Realtime Authorization"
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
             },
             {
               "url": "https://supabase.com/docs/guides/auth/third-party/clerk",
               "title": "Clerk"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
-              "title": "Row Level Security"
+              "url": "https://supabase.com/docs/guides/troubleshooting/rls-simplified-BJTcS8",
+              "title": "RLS Simplified"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/rag-with-permissions",
-              "title": "RAG with Permissions"
+              "url": "https://supabase.com/docs/guides/auth/auth-mfa",
+              "title": "Multi-Factor Authentication"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/third-party/firebase-auth",
-              "title": "Firebase Auth"
+              "url": "https://supabase.com/docs/guides/getting-started/features",
+              "title": "Features"
             }
           ],
-          "resultChars": 75855
+          "resultChars": 68423
         }
       ]
     },
@@ -11393,7 +11144,7 @@
       {
         "name": "signUp creates the account and returns its user id",
         "passed": true,
-        "notes": "db user fbab494f-6a4b-4376-b26a-10e30c44a54d, signUp returned {\"userId\":\"fbab494f-6a4b-4376-b26a-10e30c44a54d\"}"
+        "notes": "db user a7e417db-c5ff-49a7-a119-d9ec39adf22e, signUp returned {\"userId\":\"a7e417db-c5ff-49a7-a119-d9ec39adf22e\"}"
       },
       {
         "name": "signup metadata reaches the profile (display name)",
@@ -11408,7 +11159,7 @@
       {
         "name": "signIn with the right password returns the user id",
         "passed": true,
-        "notes": "{\"userId\":\"fbab494f-6a4b-4376-b26a-10e30c44a54d\"}"
+        "notes": "{\"userId\":\"a7e417db-c5ff-49a7-a119-d9ec39adf22e\"}"
       },
       {
         "name": "getMyProfile returns the signed-in user's profile",
@@ -11541,7 +11292,7 @@
       },
       {
         "name": "description column exists in the live database",
-        "passed": false
+        "passed": true
       }
     ],
     "skills": {
@@ -11589,12 +11340,12 @@
       {
         "name": "cron command enqueues to the 'tasks' queue",
         "passed": true,
-        "notes": "queue depth 1 -> 2"
+        "notes": "queue depth 0 -> 1"
       },
       {
         "name": "process-tasks function drains the queue",
         "passed": true,
-        "notes": "function removed the seeded message (id 6) from the queue"
+        "notes": "function removed the seeded message (id 39) from the queue"
       }
     ],
     "skills": {
@@ -11604,58 +11355,394 @@
     "docs": {
       "calls": [
         {
-          "source": "web_search",
-          "query": "Supabase pg_cron schedule cron.schedule syntax official docs",
+          "source": "search_docs",
+          "query": "query {\n  searchDocs(query: \"pgmq create queue send pop delete supabase\", limit: 5) {\n    nodes {\n      ... on Guide {\n        title\n        href\n        content\n      }\n      ... on Subsection {\n        title\n        href\n        content\n      }\n      ... on ClientLibraryFunctionReference {\n        title\n        href\n        content\n        language\n        methodName\n      }\n      ... on CLICommandReference {\n        title\n        href\n        content\n      }\n      ... on ManagementApiReference {\n        title\n        href\n        content\n      }\n      ... on TroubleshootingGuide {\n        title\n        href\n        content\n      }\n    }\n  }\n}",
+          "hasContent": true,
           "pages": []
         },
         {
-          "source": "web_search",
-          "query": "site:supabase.com/docs pgmq create queue function create queue",
-          "pages": []
+          "source": "search_docs",
+          "query": "query {\n  searchDocs(query: \"pgmq create queue send pop delete supabase\", limit: 5) {\n    nodes {\n      title\n      href\n      content\n      ... on Guide {\n        subsections {\n          nodes {\n            title\n            href\n            content\n          }\n        }\n      }\n    }\n  }\n}",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart",
+              "title": "Quickstart"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#create-queues",
+              "title": "Create Queues"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#what-happens-when-you-create-a-queue",
+              "title": "What happens when you create a queue?"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#expose-queues-to-client-side-consumers",
+              "title": "Expose Queues to client-side consumers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#enable-rls-on-your-tables-in-pgmq-schema",
+              "title": "Enable RLS on your tables in pgmq schema"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#grant-permissions-to-pgmq_public-database-functions",
+              "title": "Grant permissions to pgmq_public database functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#enqueueing-and-dequeueing-messages",
+              "title": "Enqueueing and dequeueing messages"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#concepts",
+              "title": "Concepts"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#pull-based-queue",
+              "title": "Pull-Based Queue"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#message",
+              "title": "Message"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#queue-types",
+              "title": "Queue types"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues",
+              "title": "Supabase Queues"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues#resources",
+              "title": "Resources"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues#features",
+              "title": "Features"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq",
+              "title": "PGMQ Extension"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#features",
+              "title": "Features"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#enable-the-extension",
+              "title": "Enable the extension"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#get-usage",
+              "title": "Usage "
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#queue-management",
+              "title": "Queue management"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#create",
+              "title": "create"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#create_unlogged",
+              "title": "create_unlogged"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#detach_archive",
+              "title": "detach_archive"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#drop_queue",
+              "title": "drop_queue"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#sending-messages",
+              "title": "Sending messages"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#send",
+              "title": "send"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#send_batch",
+              "title": "send_batch"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#reading-messages",
+              "title": "Reading messages"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#read",
+              "title": "read"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#read_with_poll",
+              "title": "read_with_poll"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#pop",
+              "title": "pop"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#deletingarchiving-messages",
+              "title": "Deleting/Archiving messages"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#delete-single",
+              "title": "delete (single)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#delete-batch",
+              "title": "delete (batch)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#purge_queue",
+              "title": "purge_queue"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#archive-single",
+              "title": "archive (single)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#archive-batch",
+              "title": "archive (batch)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#utilities",
+              "title": "Utilities"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#list_queues",
+              "title": "list_queues"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#set_vt",
+              "title": "set_vt"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#resources",
+              "title": "Resources"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#message_record",
+              "title": "message_record"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#types",
+              "title": "Types"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#metrics_all",
+              "title": "metrics_all"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq#metrics",
+              "title": "metrics"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/expose-self-hosted-queues",
+              "title": "Expose Queues for local and self-hosted Supabase"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/expose-self-hosted-queues#expose-queues-with-docker-compose",
+              "title": "Expose queues with Docker compose"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/expose-self-hosted-queues#stop-exposing-queues",
+              "title": "Stop exposing queues"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/expose-self-hosted-queues#expose-queues-with-supabase-cli",
+              "title": "Expose Queues with Supabase CLI"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api",
+              "title": "API"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicsend_batchqueue_name-messages-sleep_seconds",
+              "title": "pgmq_public.send_batch(queue_name, messages, sleep_seconds)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicarchivequeue_name-message_id",
+              "title": "pgmq_public.archive(queue_name, message_id)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicdeletequeue_name-message_id",
+              "title": "pgmq_public.delete(queue_name, message_id)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicreadqueue_name-sleep_seconds-n",
+              "title": "pgmq_public.read(queue_name, sleep_seconds, n)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicpopqueue_name",
+              "title": "pgmq_public.pop(queue_name)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicsendqueue_name-message-sleep_seconds",
+              "title": "pgmq_public.send(queue_name, message, sleep_seconds)"
+            }
+          ],
+          "resultChars": 114061
         },
         {
-          "source": "web_search",
-          "query": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions",
+          "source": "search_docs",
+          "query": "query {\n  searchDocs(query: \"pgmq create queue function create_queue\", limit: 10) {\n    nodes {\n      title\n      href\n      content\n    }\n  }\n}",
+          "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions"
+              "url": "https://supabase.com/docs/guides/queues/quickstart",
+              "title": "Quickstart"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
+              "title": "Automatic embeddings"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq",
+              "title": "PGMQ Extension"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api",
+              "title": "API"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues",
+              "title": "Supabase Queues"
             }
-          ]
+          ],
+          "resultChars": 68726
         },
         {
-          "source": "web_search",
-          "query": "'pop(' in https://supabase.com/docs/guides/queues/pgmq",
-          "pages": []
+          "source": "search_docs",
+          "query": "query {\n  searchDocs(query: \"pg_cron schedule function cron.schedule Supabase\", limit: 10) {\n    nodes {\n      title\n      href\n      content\n    }\n  }\n}",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/functions/schedule-functions",
+              "title": "Scheduling Edge Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/extensions/pg_net",
+              "title": "pg_net: Async Networking"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/pgcron-debugging-guide-n1KTaz",
+              "title": "pg_cron debugging guide"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/cron",
+              "title": "Cron"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
+              "title": "Automatic embeddings"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/cron/install",
+              "title": "Install"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/auth-hooks/send-email-hook",
+              "title": "Send Email Hook"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/auth-hooks/send-sms-hook",
+              "title": "Send SMS Hook"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/extensions/pg_cron",
+              "title": "pg_cron: Schedule Recurring Jobs with Cron Syntax in Postgres"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/cron/quickstart",
+              "title": "Quickstart"
+            }
+          ],
+          "resultChars": 138340
         },
         {
-          "source": "web_search",
-          "query": "site:supabase.com/docs cron.schedule pg_cron supabase example",
-          "pages": []
+          "source": "search_docs",
+          "query": "query {\n  searchDocs(query: \"pgmq.create('tasks') create queue pgmq\", limit: 10) {\n    nodes {\n      title\n      href\n      content\n    }\n  }\n}",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
+              "title": "Automatic embeddings"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/pgmq",
+              "title": "PGMQ Extension"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart",
+              "title": "Quickstart"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues",
+              "title": "Supabase Queues"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api",
+              "title": "API"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/expose-self-hosted-queues",
+              "title": "Expose Queues for local and self-hosted Supabase"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/api/creating-routes",
+              "title": "Creating API Routes"
+            }
+          ],
+          "resultChars": 77031
         },
         {
-          "source": "web_search",
-          "query": "site:github.com supabase pg_cron cron.schedule supabase migration",
-          "pages": []
-        },
-        {
-          "source": "web_search",
-          "query": "'if not exists' in https://supabase.com/docs/guides/queues/pgmq",
-          "pages": []
-        },
-        {
-          "source": "web_search",
-          "query": "site:supabase.com/docs pg_cron unschedule cron.schedule idempotent",
-          "pages": []
-        },
-        {
-          "source": "web_search",
-          "query": "site:supabase.com/docs pgmq message_record msg_id message field",
-          "pages": []
-        },
-        {
-          "source": "web_search",
-          "query": "site:supabase.com/docs edge function config.toml verify_jwt false",
-          "pages": []
+          "source": "search_docs",
+          "query": "query {\n  searchDocs(query: \"SUPABASE_SERVICE_ROLE_KEY Edge Function env variable\", limit: 10) {\n    nodes {\n      title\n      href\n      content\n    }\n  }\n}",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
+              "title": "Self-Hosted Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/secrets",
+              "title": "Environment Variables"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/architecture",
+              "title": "Edge Functions Architecture"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/quickstart-dashboard",
+              "title": "Getting Started with Edge Functions (Dashboard)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres",
+              "title": "Integrating with Supabase Database (Postgres)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/inspecting-edge-function-environment-variables-wg5qOQ",
+              "title": "Inspecting edge function environment variables"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/features",
+              "title": "Features"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/reports",
+              "title": "Reports"
+            }
+          ],
+          "resultChars": 103652
         }
       ]
     },
@@ -11883,12 +11970,12 @@
       {
         "name": "user A cannot force-read user B note",
         "passed": true,
-        "notes": "status=403"
+        "notes": "status=200"
       },
       {
         "name": "user B cannot force-read user A note",
         "passed": true,
-        "notes": "status=403"
+        "notes": "status=200"
       }
     ],
     "skills": {
@@ -11896,36 +11983,7 @@
       "loaded": []
     },
     "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase Edge Functions verify_jwt auth getUser service role private notes\", limit: 5) { nodes { __typename ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } ... on TroubleshootingGuide { title href content } } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
-              "title": "Integrating With Supabase Auth"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
-              "title": "Understanding API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-headers",
-              "title": "Authorization headers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/function-configuration",
-              "title": "Function Configuration"
-            }
-          ],
-          "resultChars": 39139
-        }
-      ]
+      "calls": []
     },
     "prompt": "I built an Edge Function called `private-notes` for showing a user's saved\nprivate notes.\n\nCan you check whether there's any way one user could see another user's notes?\n\nPlease fix and deploy it if needed.",
     "promptSourcePath": "evals/build-functions-004-service-role-bypass/PROMPT.md",
@@ -11956,7 +12014,7 @@
     "suite": "benchmark",
     "interface": "cli",
     "cliVersion": "2.109.1",
-    "passed": false,
+    "passed": true,
     "checks": [
       {
         "name": "seed rows present",
@@ -11966,42 +12024,42 @@
       {
         "name": "rejects request with no credentials",
         "passed": true,
-        "notes": "status 401: {\"error\":\"Unauthorized\"}"
+        "notes": "status 401: {\"error\":\"Missing user access token\"}"
       },
       {
         "name": "user with JWT reads only their own rows",
         "passed": true,
-        "notes": "status 200: [{\"user_id\":\"a9708acd-ab70-4e53-8f37-66b0ed3c7434\",\"metric\":\"steps_a_msj11abm\",\"value\":111}]"
+        "notes": "status 200: [{\"user_id\":\"62f89bd6-fc3f-425c-9b4a-83d4e084eb31\",\"metric\":\"steps_a_mt93mevc\",\"value\":111}]"
       },
       {
         "name": "user cannot read another user's rows by passing user_id",
         "passed": true,
-        "notes": "status 200: [{\"user_id\":\"a9708acd-ab70-4e53-8f37-66b0ed3c7434\",\"metric\":\"steps_a_msj11abm\",\"value\":111}]"
+        "notes": "status 200: [{\"user_id\":\"62f89bd6-fc3f-425c-9b4a-83d4e084eb31\",\"metric\":\"steps_a_mt93mevc\",\"value\":111}]"
       },
       {
         "name": "service key bypasses RLS to read the target user's rows",
-        "passed": false,
-        "notes": "status 401: {\"error\":\"Unauthorized\"}"
+        "passed": true,
+        "notes": "status 200: [{\"user_id\":\"978ad1f2-312b-48aa-a76b-dd5b63fd6be5\",\"metric\":\"steps_b_mt93mevc\",\"value\":222}]"
       },
       {
         "name": "non-service key is not granted service access",
         "passed": true,
-        "notes": "status 401: {\"error\":\"Unauthorized\"}"
+        "notes": "status 401: {\"error\":\"Missing user access token\"}"
       },
       {
         "name": "rejects an unverified (forged) user token",
         "passed": true,
-        "notes": "status 401: {\"error\":\"Unauthorized\"}"
+        "notes": "status 401: {\"error\":{\"code\":\"PGRST301\",\"details\":\"JWT is unsecured but expected 'alg' was not 'none'\",\"hint\":null,\"message\":\"Wrong or unsupported encoding algorithm\"}}"
       },
       {
         "name": "a user token in the apikey slot is not treated as the service key",
         "passed": true,
-        "notes": "status 401: {\"error\":\"Unauthorized\"}"
+        "notes": "status 401: {\"error\":\"Missing user access token\"}"
       },
       {
         "name": "implementation uses @supabase/server",
-        "passed": false,
-        "notes": "hand-rolled (raw supabase-js or other) — this eval requires @supabase/server"
+        "passed": true,
+        "notes": "imports @supabase/server / withSupabase"
       }
     ],
     "skills": {
@@ -12012,37 +12070,91 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query {\n  searchDocs(query: \"edge function get user auth supabase service role apikey header SUPABASE_SERVICE_ROLE_KEY SUPABASE_ANON_KEY\", limit: 5) {\n    nodes {\n      title\n      href\n      content\n    }\n  }\n}",
+          "query": "query { searchDocs(query: \"supabase functions serve local edge runtime no-verify-jwt port functions/v1\", limit: 5) { nodes { title href content ... on Guide { subsections { nodes { title href content } } } ... on TroubleshootingGuide { } } } }",
+          "hasContent": true,
+          "pages": []
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"supabase functions serve local no-verify-jwt\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/functions/function-configuration",
+              "title": "Function Configuration"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
-              "title": "Integrating With Supabase Auth"
+              "url": "https://supabase.com/docs/guides/ai-tools/byo-mcp",
+              "title": "Deploy MCP servers"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth",
-              "title": "Securing Edge Functions"
+              "url": "https://supabase.com/docs/guides/functions/examples/sentry-monitoring",
+              "title": "Monitoring with Sentry"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
-              "title": "New API Keys and Asymmetric Authentication"
+              "url": "https://supabase.com/docs/guides/functions/examples/discord-bot",
+              "title": "Building a Discord Bot"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
-              "title": "Understanding API keys"
+              "url": "https://supabase.com/docs/guides/ai/examples/openai",
+              "title": "Generating OpenAI GPT3 completions"
+            }
+          ],
+          "resultChars": 24347
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"functions serve failed to determine entrypoint deno.json index.ts\", limit: 10) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
+              "title": "Self-Hosted Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/function-configuration",
+              "title": "Function Configuration"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/dependencies",
+              "title": "Managing dependencies"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/unable-to-deploy-edge-function",
+              "title": "Unable to deploy Edge Function"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/development-tips",
+              "title": "Development tips"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/quickstart",
+              "title": "Getting Started with Edge Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/features",
+              "title": "Features"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-dependency-analysis",
+              "title": "Edge Function dependency analysis"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/error-codes",
+              "title": "Error codes"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/migrating-within-supabase/backup-restore",
+              "title": "Backup and Restore using the CLI"
             }
           ],
-          "resultChars": 56285
+          "resultChars": 97224
         }
       ]
     },
     "prompt": "Build and serve a Supabase Edge Function named `user-stats` for this project,\nreachable over HTTP at `/functions/v1/user-stats`.\n\nOur product stores per-user metrics in the existing `user_stats` table.\n\nTwo very different callers need to hit this one endpoint:\n\n1. **Our mobile app**, acting for a signed-in user. It sends that user's\n   Supabase access token. The endpoint should return the user's own stats.\n\n2. **Our internal billing service**, a trusted backend with no signed-in user.\n   It authenticates with the project's secret (service-role) key in the `apikey`\n   header, and names the target user with a `user_id` in the JSON request body.\n   It needs that user's stats.\n\nReturn the matching rows as JSON. The endpoint must be secure: only ever serve\nstats to a caller that is genuinely entitled to them, and turn away callers that\nare not.",
     "promptSourcePath": "evals/build-functions-005-dual-auth-user-secret/PROMPT.md",
-    "attempts": 2,
+    "attempts": 1,
     "sourcePath": "codex-gpt-5.4-mini-no-skills/build-functions-005-dual-auth-user-secret.json"
   },
   {
@@ -12179,7 +12291,7 @@
       {
         "name": "user A lists only own files",
         "passed": true,
-        "notes": "saw: 019fdc8c-c70c-75ca-a770-9cd6c0d41bf9/receipt-alpha.pdf, 019fdc8c-c70c-75ca-a770-9cd6c0d41bf9/receipt-beta.pdf"
+        "notes": "saw: 01a03a86-1008-727e-ad2b-4718d5354a61/receipt-alpha.pdf, 01a03a86-1008-727e-ad2b-4718d5354a61/receipt-beta.pdf"
       },
       {
         "name": "user B cannot read user A files",
@@ -12200,7 +12312,7 @@
       {
         "name": "configured private per-user storage access",
         "passed": true,
-        "judgeNotes": "Meets rubric: private user-files bucket, RLS remains enabled, authenticated SELECT and INSERT policies scoped to bucket and auth.uid() path prefix, and supabase-js uses createSignedUrl with expiry."
+        "judgeNotes": "Private bucket created; authenticated owner-scoped SELECT/INSERT policies applied with RLS retained; temporary sharing uses createSignedUrl with a one-hour expiry."
       }
     ],
     "skills": {
@@ -12211,67 +12323,161 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query {\n  searchDocs(query: \"storage.foldername policy storage.objects auth.uid bucket private files\", limit: 5) {\n    nodes {\n      ... on Guide { title href content }\n      ... on ClientLibraryFunctionReference { title href content language methodName }\n      ... on TroubleshootingGuide { title href content }\n      ... on CLICommandReference { title href content }\n      ... on ManagementApiReference { title href content }\n    }\n  }\n}",
+          "query": "query { searchDocs(query: \"storage signed url createSignedUrl policy auth.uid bucket private objects\", limit: 5) { nodes { title href content ... on ClientLibraryFunctionReference { language methodName } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/storage/schema/helper-functions",
-              "title": "Storage Helper Functions"
+              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
+              "title": "Storage Buckets"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsigneduploadurl"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/serving/downloads",
+              "title": "Serving assets from Storage"
             },
             {
               "url": "https://supabase.com/docs/guides/troubleshooting/why-cant-i-uploadlistetc-my-public-bucket-Z6CmGt",
               "title": "Why can't I upload/list/etc my public bucket?"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/quickstart",
-              "title": "Storage Quickstart"
+              "url": "https://supabase.com/docs/guides/storage/cdn/smart-cdn",
+              "title": "Smart CDN"
+            }
+          ],
+          "resultChars": 12347
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"storage.objects policy auth.uid path_tokens prefix storage access control\", limit: 10) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/security/product-security",
+              "title": "Secure configuration of Supabase products"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/access-control",
+              "title": "Storage Access Control"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/management/copy-move-objects",
+              "title": "Copy Objects"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/ownership",
+              "title": "Ownership"
             },
             {
               "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
               "title": "Storage Buckets"
             },
+            {
+              "url": "https://supabase.com/docs/guides/storage/schema/design",
+              "title": "The Storage Schema"
+            },
             {
               "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
               "title": "Configure S3 Storage"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/oauth-server/token-security",
+              "title": "Token Security and Row Level Security"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/schema/custom-roles",
+              "title": "Custom Roles"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/s3/authentication",
+              "title": "S3 Authentication"
             }
           ],
-          "resultChars": 25446
-        }
-      ]
-    },
-    "prompt": "Our app lets signed-in users keep personal files like receipts and bank\nstatements. These files are private — a user must only ever be able to upload\nand download their own. The app uploads each file under a path that starts\nwith the owner's user id, e.g. `<user_id>/receipt-march.pdf`.\n\nSet up a `user-files` bucket on our project and lock it down that way.\n\nUsers also sometimes share one of their files with someone else through a\ntemporary link that expires. Include the supabase-js code the app should use\nfor that.",
-    "promptSourcePath": "evals/build-storage-001-private-bucket-access/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "codex-gpt-5.4-mini-no-skills/build-storage-001-private-bucket-access.json"
-  },
-  {
-    "experiment": "codex-gpt-5.4-mini-no-skills",
-    "experimentSuite": "no-skills",
-    "experimentDisplay": {
-      "agent": "codex",
-      "modelProvider": "openai",
-      "modelId": "gpt-5.4-mini",
-      "reasoningEffort": "medium"
-    },
-    "eval": "build-tests-001-rls-tenant-isolation",
-    "stage": "build",
-    "product": [
-      "database"
-    ],
-    "topic": [
-      "tests",
-      "rls"
-    ],
-    "suite": "benchmark",
-    "interface": "cli",
-    "passed": true,
-    "checks": [
-      {
-        "name": "pgTAP test file(s) written under supabase/tests/",
-        "passed": true,
-        "notes": "1 file(s): supabase/tests/tenant_isolation_test.sql"
-      },
-      {
+          "resultChars": 47546
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"storage.createbucket bucket policy rls buckets select insert\", limit: 10) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/access-control",
+              "title": "Storage Access Control"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
+              "title": "Storage Buckets"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
+              "title": "Configure S3 Storage"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/local-development/database-migrations",
+              "title": "Database migrations"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/security/product-security",
+              "title": "Secure configuration of Supabase products"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/schema/custom-roles",
+              "title": "Custom Roles"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/schema/design",
+              "title": "The Storage Schema"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/schema/helper-functions",
+              "title": "Storage Helper Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai-tools/mcp",
+              "title": "Supabase MCP Server"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createbucket"
+            }
+          ],
+          "resultChars": 53150
+        }
+      ]
+    },
+    "prompt": "Our app lets signed-in users keep personal files like receipts and bank\nstatements. These files are private — a user must only ever be able to upload\nand download their own. The app uploads each file under a path that starts\nwith the owner's user id, e.g. `<user_id>/receipt-march.pdf`.\n\nSet up a `user-files` bucket on our project and lock it down that way.\n\nUsers also sometimes share one of their files with someone else through a\ntemporary link that expires. Include the supabase-js code the app should use\nfor that.",
+    "promptSourcePath": "evals/build-storage-001-private-bucket-access/PROMPT.md",
+    "attempts": 1,
+    "sourcePath": "codex-gpt-5.4-mini-no-skills/build-storage-001-private-bucket-access.json"
+  },
+  {
+    "experiment": "codex-gpt-5.4-mini-no-skills",
+    "experimentSuite": "no-skills",
+    "experimentDisplay": {
+      "agent": "codex",
+      "modelProvider": "openai",
+      "modelId": "gpt-5.4-mini",
+      "reasoningEffort": "medium"
+    },
+    "eval": "build-tests-001-rls-tenant-isolation",
+    "stage": "build",
+    "product": [
+      "database"
+    ],
+    "topic": [
+      "tests",
+      "rls"
+    ],
+    "suite": "benchmark",
+    "interface": "cli",
+    "passed": true,
+    "checks": [
+      {
+        "name": "pgTAP test file(s) written under supabase/tests/",
+        "passed": true,
+        "notes": "1 file(s): supabase/tests/tenant_isolation_test.sql"
+      },
+      {
         "name": "pgTAP isolation tests ran and pass",
         "passed": true,
         "notes": "4 passed, 0 failed"
@@ -12279,7 +12485,7 @@
       {
         "name": "agent correctly identifies the posts isolation bug from test results",
         "passed": true,
-        "judgeNotes": "The agent correctly identifies `posts` as the table with the tenant isolation flaw, not `notes`, and treats pgTAP verification as the signal after adding isolation tests. It describes fixing `posts` RLS so authenticated users cannot read other organizations' posts."
+        "judgeNotes": "Correctly identifies `posts` as the broken tenant-isolation policy, explains the missing row-level `org_id` match, and validates the fix with passing pgTAP results."
       }
     ],
     "skills": {
@@ -12287,7 +12493,13 @@
       "loaded": []
     },
     "docs": {
-      "calls": []
+      "calls": [
+        {
+          "source": "web_search",
+          "query": "Supabase pgTAP auth.uid set_config request.jwt.claim.sub test RLS",
+          "pages": []
+        }
+      ]
     },
     "prompt": "Can you audit the tenant isolation on our tables? Write some database tests covering both the happy path and the negative case, run them, and share the results.",
     "promptSourcePath": "evals/build-tests-001-rls-tenant-isolation/PROMPT.md",
@@ -12325,12 +12537,12 @@
       {
         "name": "HNSW index on the embedding column",
         "passed": true,
-        "notes": "CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops)"
+        "notes": "CREATE INDEX document_sections_embedding_hnsw_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops)"
       },
       {
         "name": "index operator class matches the search operator",
         "passed": true,
-        "notes": "function operators: <=>\nindexes: CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops)"
+        "notes": "function operators: <=>\nindexes: CREATE INDEX document_sections_embedding_hnsw_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops)"
       },
       {
         "name": "user A search returns only own sections, best match first",
@@ -12354,18 +12566,7 @@
       "loaded": []
     },
     "docs": {
-      "calls": [
-        {
-          "source": "web_search",
-          "query": "site:supabase.com gte-small 384 Supabase AI Session dimension",
-          "pages": []
-        },
-        {
-          "source": "web_search",
-          "query": "site:supabase.com/docs pgvector Supabase vector search match function",
-          "pages": []
-        }
-      ]
+      "calls": []
     },
     "prompt": "We're adding semantic search to our internal knowledge base app. I already wrote the edge functions, but search doesn't work yet. Can you set up whatever the database needs to make search work end to end?\n\nSome documents are confidential, so users should only have access to documents they own.",
     "promptSourcePath": "evals/build-vectors-001-rag-with-permissions/PROMPT.md",
@@ -12399,13 +12600,13 @@
       },
       {
         "name": "configured the Supabase Metrics API scrape correctly",
-        "passed": false,
-        "judgeNotes": "Fails because Prometheus uses basic_auth.password with an environment variable instead of basic_auth.password_file, and docker-compose.yml does not mount the password file via a volume or Compose secret. App scrape and endpoint are otherwise preserved."
+        "passed": true,
+        "judgeNotes": "HTTPS Supabase metrics scrape uses the correct path, project target, Basic Auth password_file, matching Compose volume mount, and preserves the app job."
       },
       {
         "name": "documented live deployment and verification steps",
         "passed": false,
-        "judgeNotes": "README includes env setup, restart/recreate Compose, and Prometheus target verification, but it does not provide steps to create the Secret API key in Supabase or place a matching secret file. The setup uses .env rather than the required secret file, so the secret setup requirement is not met."
+        "judgeNotes": "`docker compose ... up -d` does not necessarily restart/reload an unchanged running Prometheus container, so the new secret may not become live. Use an explicit restart/recreate. Verification also lacks a concrete Targets URL or query."
       }
     ],
     "skills": {
@@ -12416,35 +12617,31 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query {\n  searchDocs(query: \"metrics prometheus project metrics scrape endpoint\", limit: 10) {\n    nodes {\n      ... on Guide {\n        title\n        href\n        content\n      }\n      ... on TroubleshootingGuide {\n        title\n        href\n        content\n      }\n      ... on ClientLibraryFunctionReference {\n        title\n        href\n        content\n        language\n        methodName\n      }\n    }\n    totalCount\n  }\n}",
+          "query": "query {\n  searchDocs(query: \"Supabase metrics Prometheus endpoint project\", limit: 5) {\n    nodes {\n      title\n      href\n      content\n    }\n  }\n}",
           "hasContent": true,
           "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted",
-              "title": "Metrics API with Prometheus & Grafana (self-hosted)"
-            },
             {
               "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
               "title": "Metrics API"
             },
-            {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
-              "title": "Vendor-agnostic Metrics API setup"
-            },
             {
               "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud",
               "title": "Metrics API with Grafana Cloud"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/read-replicas",
-              "title": "Read Replicas"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted",
+              "title": "Metrics API with Prometheus & Grafana (self-hosted)"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/how-to-view-database-metrics-uqf2z_",
-              "title": "How to View Database Metrics"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
+              "title": "Vendor-agnostic Metrics API setup"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/api/v1-scrape-project-metrics",
+              "title": "Scrape a project's metrics"
             }
           ],
-          "resultChars": 29978
+          "resultChars": 20609
         }
       ]
     },
@@ -12486,7 +12683,7 @@
       {
         "name": "the weather function reads WEATHER_API_KEY from the environment",
         "passed": true,
-        "judgeNotes": "The function reads WEATHER_API_KEY from the runtime environment using Deno.env.get(\"WEATHER_API_KEY\")."
+        "judgeNotes": "Reads WEATHER_API_KEY via Deno.env.get(\"WEATHER_API_KEY\")."
       },
       {
         "name": "WEATHER_API_KEY value is not committed to the repo",
@@ -12501,415 +12698,251 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query:\"Edge Function environment variable deploy secrets WEATHER_API_KEY supabase functions secrets set\", limit: 5) { nodes { title href content ... on Guide { subsections { nodes { title href content } } } } } }",
+          "query": "query { searchDocs(query:\"Edge Function invoke URL authentication no-verify-jwt\", limit: 5) { nodes { ... on Guide { title href content } ... on CLICommandReference { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } ... on ManagementApiReference { title href content } ... on TroubleshootingGuide { title href content } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/functions/auth-headers",
+              "title": "Authorization headers"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#step-1-create-the-new-api-keys",
-              "title": "Step 1: Create the new API keys"
+              "url": "https://supabase.com/docs/guides/functions/status-codes",
+              "title": "Status codes"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#before-you-start",
-              "title": "Before you start"
+              "url": "https://supabase.com/docs/guides/functions/function-configuration",
+              "title": "Function Configuration"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#next-steps",
-              "title": "Next steps"
+              "url": "https://supabase.com/docs/guides/functions/error-codes",
+              "title": "Error codes"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#known-limitations",
-              "title": "Known limitations"
-            },
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
+            }
+          ],
+          "resultChars": 26210
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query:\"publishable key api-keys legacy anon project function invoke\", limit: 10) { nodes { ... on Guide { title href content } ... on CLICommandReference { title href content } ... on ManagementApiReference { title href content } ... on TroubleshootingGuide { title href content } } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#step-6-deactivate-the-legacy-keys",
-              "title": "Step 6: Deactivate the legacy keys"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#step-5-verify-nothing-uses-the-legacy-keys",
-              "title": "Step 5: Verify nothing uses the legacy keys"
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#option-2-adopt-the-supabaseserver-sdk",
-              "title": "Option 2: Adopt the @supabase/server SDK"
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#option-1-read-the-new-keys-from-the-environment",
-              "title": "Option 1: Read the new keys from the environment"
+              "url": "https://supabase.com/docs/guides/auth/quickstarts/with-expo-react-native-social-auth",
+              "title": "Build a Social Auth App with Expo React Native"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#step-4-update-edge-functions",
-              "title": "Step 4: Update Edge Functions"
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-expo-react-native",
+              "title": "Build a User Management App with Expo React Native"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#step-3-swap-the-secret-key-in-backend-code",
-              "title": "Step 3: Swap the secret key in backend code"
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-ionic-react",
+              "title": "Build a User Management App with Ionic React"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#database-webhooks-and-pg_net",
-              "title": "Database Webhooks and pg_net"
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-svelte",
+              "title": "Build a User Management App with Svelte"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys#step-2-swap-the-publishable-key-in-client-code",
-              "title": "Step 2: Swap the publishable key in client code"
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-sveltekit",
+              "title": "Build a User Management App with SvelteKit"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech",
-              "title": "Transcription Telegram Bot"
+              "url": "https://supabase.com/docs/guides/api/creating-routes",
+              "title": "Creating API Routes"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#deploy-to-supabase",
-              "title": "Deploy to Supabase"
-            },
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-solidjs",
+              "title": "Build a User Management App with SolidJS"
+            }
+          ],
+          "resultChars": 283207
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query:\"management api edge function invoke project ref\", limit: 10) { nodes { ... on ManagementApiReference { title href content } ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#introduction",
-              "title": "Introduction"
+              "url": "https://supabase.com/docs/reference/api/v1-delete-a-project",
+              "title": "Deletes the given project"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#requirements",
-              "title": "Requirements"
+              "url": "https://supabase.com/docs/guides/functions/quickstart-dashboard",
+              "title": "Getting Started with Edge Functions (Dashboard)"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#setup",
-              "title": "Setup"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
+              "title": "Self-Hosted Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#register-a-telegram-bot",
-              "title": "Register a Telegram bot"
+              "url": "https://supabase.com/docs/reference/api/v1-update-a-project",
+              "title": "Updates the given project"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#create-a-supabase-project-locally",
-              "title": "Create a Supabase project locally"
+              "url": "https://supabase.com/docs/reference/api/v1-get-project",
+              "title": "Gets a specific project that belongs to the authenticated user"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#create-a-database-table-to-log-the-transcription-results",
-              "title": "Create a database table to log the transcription results"
+              "url": "https://supabase.com/docs/guides/functions/secrets",
+              "title": "Environment Variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#create-a-supabase-edge-function-to-handle-telegram-webhook-requests",
-              "title": "Create a Supabase Edge Function to handle Telegram webhook requests"
+              "url": "https://supabase.com/docs/reference/api/v1-create-a-function",
+              "title": "Create a function"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#set-up-the-environment-variables",
-              "title": "Set up the environment variables"
+              "url": "https://supabase.com/docs/reference/api/v1-deploy-a-function",
+              "title": "Deploy a function"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#dependencies",
-              "title": "Dependencies"
+              "url": "https://supabase.com/docs/reference/api/v1-restore-a-project",
+              "title": "Restores the given project"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#code-the-telegram-bot",
-              "title": "Code the Telegram bot"
-            },
+              "url": "https://supabase.com/docs/guides/getting-started/features",
+              "title": "Features"
+            }
+          ],
+          "resultChars": 41552
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query:\"project api keys publishable secret management api list create new api keys\", limit: 20) { nodes { ... on ManagementApiReference { title href content } ... on Guide { title href content } } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#apply-the-database-migrations",
-              "title": "Apply the database migrations"
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#set-up-the-webhook",
-              "title": "Set up the webhook"
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-kotlin",
+              "title": "Build a Product Management Android App with Jetpack Compose"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#set-the-function-secrets",
-              "title": "Set the function secrets"
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-ionic-angular",
+              "title": "Build a User Management App with Ionic Angular"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech#test-the-bot",
-              "title": "Test the bot"
+              "url": "https://supabase.com/docs/guides/auth/quickstarts/with-expo-react-native-social-auth",
+              "title": "Build a Social Auth App with Expo React Native"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream",
-              "title": "Streaming Speech with ElevenLabs"
+              "url": "https://supabase.com/docs/guides/self-hosting/docker",
+              "title": "Self-Hosting with Docker"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#deploy-to-supabase",
-              "title": "Deploy to Supabase"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#try-it-out",
-              "title": "Try it out"
+              "url": "https://supabase.com/docs/reference/api/v1-create-project-api-key",
+              "title": "Creates a new API key for the project"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#run-locally",
-              "title": "Run locally"
+              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms",
+              "title": "Supabase for Platforms"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#code-the-supabase-edge-function",
-              "title": "Code the Supabase Edge Function"
+              "url": "https://supabase.com/docs/guides/getting-started/quickstarts/ios-swiftui",
+              "title": "Use Supabase with iOS and SwiftUI"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#dependencies",
-              "title": "Dependencies"
+              "url": "https://supabase.com/docs/guides/getting-started/quickstarts/sveltekit",
+              "title": "Use Supabase with SvelteKit"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#set-up-the-environment-variables",
-              "title": "Set up the environment variables"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#create-a-supabase-edge-function-for-speech-generation",
-              "title": "Create a Supabase Edge Function for speech generation"
+              "url": "https://supabase.com/docs/guides/getting-started/quickstarts/tanstack",
+              "title": "Use Supabase with TanStack Start"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#configure-background-tasks-for-supabase-edge-functions",
-              "title": "Configure background tasks for Supabase Edge Functions"
+              "url": "https://supabase.com/docs/reference/api/v1-get-project-api-keys",
+              "title": "Get project api keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#configure-the-storage-bucket",
-              "title": "Configure the storage bucket"
+              "url": "https://supabase.com/docs/guides/getting-started/quickstarts/astrojs",
+              "title": "Use Supabase with Astro"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#create-a-supabase-project-locally",
-              "title": "Create a Supabase project locally"
+              "url": "https://supabase.com/docs/guides/getting-started/quickstarts/flask",
+              "title": "Use Supabase with Python"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#setup",
-              "title": "Setup"
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-angular",
+              "title": "Build a User Management App with Angular"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#introduction",
-              "title": "Introduction"
+              "url": "https://supabase.com/docs/guides/getting-started/quickstarts/nextjs",
+              "title": "Use Supabase with Next.js"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#requirements",
-              "title": "Requirements"
+              "url": "https://supabase.com/docs/guides/getting-started/features",
+              "title": "Features"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#test-the-function",
-              "title": "Test the function"
+              "url": "https://supabase.com/docs/guides/getting-started/quickstarts/kotlin",
+              "title": "Use Supabase with Android Kotlin"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream#set-the-function-secrets",
-              "title": "Set the function secrets"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/secrets",
-              "title": "Environment Variables"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/secrets#accessing-environment-variables",
-              "title": "Accessing environment variables"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/secrets#local-secrets",
-              "title": "Local secrets"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/secrets#production-secrets",
-              "title": "Production secrets"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/secrets#default-secrets",
-              "title": "Default secrets"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms",
-              "title": "Supabase for Platforms"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#changing-compute-sizes",
-              "title": "Changing compute sizes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#recommended-api-keys",
-              "title": "Recommended API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#nano-compute-instance",
-              "title": "Nano compute instance"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#launching-projects",
-              "title": "Launching projects"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#overview",
-              "title": "Overview"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#platform-kit",
-              "title": "Platform kit"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#claim-flow",
-              "title": "Claim flow"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#disaster-recovery-for-production",
-              "title": "Disaster recovery for production"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#security-checks-for-production",
-              "title": "Security checks for production"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#merge-all-changes",
-              "title": "Merge all changes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#deploying-edge-functions",
-              "title": "Deploying Edge Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#add-seed-data",
-              "title": "Add seed data"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#reverting-changes",
-              "title": "Reverting changes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#create-a-restore-point",
-              "title": "Create a restore point"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#make-database-changes",
-              "title": "Make database changes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#creating-a-dev-branch",
-              "title": "Creating a DEV branch"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#development-workflow",
-              "title": "Development workflow"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#configuration-changes",
-              "title": "Configuration changes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms#debugging-projects",
-              "title": "Debugging projects"
-            }
-          ],
-          "resultChars": 164975
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query:\"Edge Functions invoke URL functions/v1 project ref invoke runtime endpoint\", limit: 10) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/functions/recursive-functions",
-              "title": "Recursive / Nested Function Calls"
-            },
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-expo-react-native",
+              "title": "Build a User Management App with Expo React Native"
+            }
+          ],
+          "resultChars": 418849
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query:\"/functions/v1 invoke edge function management api invoke\", limit: 20) { nodes { ... on ManagementApiReference { title href content } ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
+          "hasContent": true,
+          "pages": [
             {
               "url": "https://supabase.com/docs/guides/getting-started/features",
               "title": "Features"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/storage-caching",
-              "title": "Integrating with Supabase Storage"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions",
-              "title": "Edge Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
-              "title": "Integrating With Supabase Auth"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/ai-models",
-              "title": "Running AI Models"
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
+              "title": "Automatic embeddings"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/status-codes",
-              "title": "Status codes"
+              "url": "https://supabase.com/docs/guides/platform/migrating-within-supabase/backup-restore",
+              "title": "Backup and Restore using the CLI"
             },
             {
               "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
               "title": "Self-Hosted Functions"
             },
-            {
-              "url": "https://supabase.com/docs/guides/database/connecting-to-postgres/serverless-drivers",
-              "title": "Serverless Drivers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/websockets",
-              "title": "Handling WebSockets"
-            }
-          ],
-          "resultChars": 93047
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query:\"Management API edge functions get function by slug project ref functions/{function_slug}\", limit: 10) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/reference/api/v1-get-a-function",
-              "title": "Retrieve a function"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/api/v1-delete-a-function",
-              "title": "Delete a function"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/api/v1-update-a-function",
-              "title": "Update a function"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/api/v1-list-all-functions",
-              "title": "List all functions"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/api/v1-get-a-function-body",
-              "title": "Retrieve a function body"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/api/v1-create-a-function",
-              "title": "Create a function"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/api/v1-deploy-a-function",
-              "title": "Deploy a function"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/api/v1-bulk-update-functions",
-              "title": "Bulk update functions"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/api/v1-get-project-function-combined-stats",
-              "title": "Gets a project's function combined statistics"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/ai-tools/mcp",
-              "title": "Supabase MCP Server"
-            }
-          ],
-          "resultChars": 18063
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query:\"get_project_url project url supabase management api\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/storage/analytics/connecting-to-analytics-bucket",
-              "title": "Iceberg Catalog"
-            },
             {
               "url": "https://supabase.com/docs/guides/ai-tools/mcp",
               "title": "Supabase MCP Server"
             },
             {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms",
-              "title": "Supabase for Platforms"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/api/creating-routes",
-              "title": "Creating API Routes"
+              "url": "https://supabase.com/docs/guides/functions/recursive-functions",
+              "title": "Recursive / Nested Function Calls"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-redwoodjs",
-              "title": "Build a User Management App with RedwoodJS"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/reports",
+              "title": "Reports"
             }
           ],
-          "resultChars": 69182
+          "resultChars": 150141
         }
       ]
     },
@@ -12965,14 +12998,72 @@
     "docs": {
       "calls": [
         {
-          "source": "web_search",
-          "query": "Supabase self-hosting docker compose official secrets env file",
-          "pages": []
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"self-hosting docker compose env secrets\", limit: 5) { nodes { __typename ... on Guide { title href content } ... on TroubleshootingGuide { title href content } ... on CLICommandReference { title href href content } } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
+              "title": "Self-Hosted Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth",
+              "title": "Configure Social Login (OAuth) Providers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
+              "title": "Configure S3 Storage"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/docker",
+              "title": "Self-Hosting with Docker"
+            }
+          ],
+          "resultChars": 91244
         },
         {
-          "source": "web_search",
-          "query": "site:github.com/supabase/supabase docker generate-keys.sh .env.example",
-          "pages": []
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"quick start Linux generate-keys.sh docker compose .env.example self-hosting docker\", limit: 10) { nodes { __typename ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/docker",
+              "title": "Self-Hosting with Docker"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth",
+              "title": "Configure Social Login (OAuth) Providers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy",
+              "title": "Envoy API Gateway"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/getting_started",
+              "title": "Getting Started with Realtime"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/integrations/vercel-marketplace",
+              "title": "Vercel Marketplace"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-proxy-https",
+              "title": "Configure Reverse Proxy and HTTPS"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
+              "title": "Local development workflow"
+            }
+          ],
+          "resultChars": 154868
         }
       ]
     },
@@ -13031,7 +13122,7 @@
       {
         "name": "diagnosed and explained session revocation",
         "passed": false,
-        "judgeNotes": "The answer correctly diagnoses the soft-delete bug, deletes the auth user so sessions/refresh tokens cascade, adds RLS that blocks stale JWTs on the data path, and correctly explains publishable vs secret keys. However, it does not clearly state the required caveat that access tokens are stateless JWTs not recalled by deletion/revocation and that purely local validation such as getClaims/custom JWT middleware will continue accepting them until expiry."
+        "judgeNotes": "The fix deletes the auth user and closes the Data API window via RLS, but the explanation omits a required caveat: access JWTs remain cryptographically valid until expiry and purely local validation such as getClaims() or custom signature/expiry middleware will still accept them. It also does not explicitly state that deleting the auth user revokes sessions and refresh tokens."
       }
     ],
     "skills": {
@@ -13040,9 +13131,37 @@
     },
     "docs": {
       "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Supabase delete user revoke sessions auth.admin.deleteUser JWT still valid RLS deleted flag\", limit: 5) { nodes { ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } ... on TroubleshootingGuide { title href content } } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
+              "title": "User Management"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/users",
+              "title": "Users"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/clerk",
+              "title": "Clerk"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/oauth-server/token-security",
+              "title": "Token Security and Row Level Security"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/management/delete-objects",
+              "title": "Delete Objects"
+            }
+          ],
+          "resultChars": 42685
+        },
         {
           "source": "web_search",
-          "query": "site:supabase.com/docs publishable secret keys supabase frontend secret keys rls",
+          "query": "site:supabase.com/docs publishable key secret key anon service_role frontend RLS Supabase",
           "pages": []
         },
         {
@@ -13056,12 +13175,18 @@
         },
         {
           "source": "web_search",
-          "query": "https://supabase.com/docs/guides/auth/jwts",
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/auth/jwts"
-            }
-          ]
+          "query": "'Deleting a user from the auth.users table does not automatically sign out a user' in https://supabase.com/docs/guides/getting-started/api-keys",
+          "pages": []
+        },
+        {
+          "source": "web_search",
+          "query": "'Deleting a user from the auth.users table does not automatically sign out a user' in https://supabase.com/docs/guides/getting-started/api-keys",
+          "pages": []
+        },
+        {
+          "source": "web_search",
+          "query": "site:supabase.com/docs deleting a user from auth.users does not automatically sign out a user Supabase",
+          "pages": []
         }
       ]
     },
@@ -13116,7 +13241,7 @@
       {
         "name": "diagnosed missing publication membership",
         "passed": true,
-        "judgeNotes": "The assistant correctly identified that orders was missing from the supabase_realtime publication despite the channel subscribing, added only public.orders to the existing publication, and preserved courier_locations, RLS, and policies."
+        "judgeNotes": "Correctly identified the missing orders table in supabase_realtime, added only public.orders to the existing publication, verified both feeds remain published, and left RLS/policies unchanged."
       }
     ],
     "skills": {
@@ -13155,17 +13280,17 @@
       {
         "name": "identified image-transform and the recurring 503 pattern",
         "passed": true,
-        "judgeNotes": "Identified image-transform as the affected function and described the recurring HTTP 503 pattern across the morning of 2026-04-28, covering all 8 gateway failures from 07:00Z to 12:00Z."
+        "judgeNotes": "Identified image-transform and the recurring HTTP 503 pattern, listing all eight failures from 07:00Z through 12:00Z on 2026-04-28."
       },
       {
         "name": "attributed recurring 503s to gateway/platform layer, not function code",
         "passed": false,
-        "judgeNotes": "Although the assistant correctly attributes the 503s to the gateway/Edge invocation path and grounds this in valid observations, it recommends redeploying the functions as a remediation, which the rubric explicitly lists as a fail condition."
+        "judgeNotes": "Although it notes gateway-only 503s with no matching invocations, it attributes them to function/runtime initialization or dependencies and recommends hardening/redeploying the function, rather than identifying the gateway/Edge Functions platform layer as the cause."
       },
       {
         "name": "recommended a concrete next step",
         "passed": true,
-        "judgeNotes": "The assistant recommended concrete next steps including redeploying Edge Functions, checking Supabase incidents/status, adding retry/backoff, and opening a support ticket with exact timestamps and deployment IDs."
+        "judgeNotes": "The assistant provided several concrete actions: inspect package initialization, add startup/request logging, redeploy and verify recurring 503s, and separately investigate the avatar-upload 500."
       }
     ],
     "skills": {
@@ -13231,7 +13356,7 @@
       {
         "name": "diagnosed RLS and added owner-scoped policies",
         "passed": true,
-        "judgeNotes": "The assistant correctly diagnosed RLS enabled with no policies causing deny-all/empty Data API results, kept RLS enabled, and created authenticated SELECT and INSERT owner-scoped policies using auth.uid() = user_id, including WITH CHECK for INSERT. Extra update/delete owner policies do not violate the rubric."
+        "judgeNotes": "Correctly diagnosed deny-all RLS with no policies, kept RLS enabled, and added authenticated owner-scoped SELECT USING and INSERT WITH CHECK policies."
       }
     ],
     "skills": {
@@ -13290,7 +13415,7 @@
       {
         "name": "the avatar migration and history reconciliation were done via the Supabase CLI",
         "passed": true,
-        "judgeNotes": "Avatar migration was applied through Supabase CLI with `supabase db push --db-url 'postgresql://postgres:postgres@172.17.0.1:41925/postgres?sslmode=disable'` (#34), which output `Applying migration 20240220000000_add_avatar_url.sql...` and `Finished supabase db push.` The orphan bio migration history was reconciled by adding the local migration file `supabase/migrations/20240115000000_add_profile_bio.sql` (#31), after which `supabase migration list` showed local and remote matched for `20240115000000` (#32), allowing the push to proceed. Only read-only `psql` inspections were used; no prohibited direct SQL mutation or prepared-statement workaround was seen."
+        "judgeNotes": "`supabase db push --db-url ... --yes --debug` (#26) successfully applied `20240220000000_add_avatar_url.sql`. History was reconciled by adding local `20240115000000_add_profile_bio.sql` (#21) and pushing via the same CLI command. Read-only `psql` checks confirmed both results; no prohibited workaround was used."
       }
     ],
     "skills": {
@@ -13302,7 +13427,7 @@
     },
     "prompt": "I'm trying to ship a migration to our hosted project and it's not working. Can you figure out what's wrong and get it deployed?",
     "promptSourcePath": "evals/resolve-database-001-migration-history-mismatch/PROMPT.md",
-    "attempts": 2,
+    "attempts": 1,
     "sourcePath": "codex-gpt-5.4-mini-no-skills/resolve-database-001-migration-history-mismatch.json"
   },
   {
@@ -13342,7 +13467,7 @@
       {
         "name": "query plan uses an index and avoids sequential scan",
         "passed": true,
-        "notes": "Limit  (cost=55.55..55.61 rows=25 width=88)\n  ->  Sort  (cost=55.55..55.61 rows=25 width=88)\n        Sort Key: created_at DESC\n        ->  Bitmap Heap Scan on events  (cost=4.48..54.97 rows=25 width=88)\n              Recheck Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)\n              ->  Bitmap Index Scan on events_user_id_created_at_desc_idx  (cost=0.00..4.47 rows=25 width=0)\n                    Index Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)"
+        "notes": "Limit  (cost=55.55..55.61 rows=25 width=88)\n  ->  Sort  (cost=55.55..55.61 rows=25 width=88)\n        Sort Key: created_at DESC\n        ->  Bitmap Heap Scan on events  (cost=4.48..54.97 rows=25 width=88)\n              Recheck Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)\n              ->  Bitmap Index Scan on events_user_id_created_at_idx  (cost=0.00..4.47 rows=25 width=0)\n                    Index Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)"
       },
       {
         "name": "inserts still work",
@@ -13465,7 +13590,7 @@
       {
         "name": "signUp creates the account and returns its user id",
         "passed": true,
-        "notes": "db user 54178c78-bfc4-4a47-8331-65384278fdef, signUp returned {\"userId\":\"54178c78-bfc4-4a47-8331-65384278fdef\"}"
+        "notes": "db user 0bfc7063-dfe4-4c36-8cbc-355c0bea7e68, signUp returned {\"userId\":\"0bfc7063-dfe4-4c36-8cbc-355c0bea7e68\"}"
       },
       {
         "name": "signup metadata reaches the profile (display name)",
@@ -13480,7 +13605,7 @@
       {
         "name": "signIn with the right password returns the user id",
         "passed": true,
-        "notes": "{\"userId\":\"54178c78-bfc4-4a47-8331-65384278fdef\"}"
+        "notes": "{\"userId\":\"0bfc7063-dfe4-4c36-8cbc-355c0bea7e68\"}"
       },
       {
         "name": "getMyProfile returns the signed-in user's profile",
@@ -13512,103 +13637,87 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"supabase-js signUp email password options data user metadata signInWithPassword getUser select single profile\", limit: 5) { nodes { ... on ClientLibraryFunctionReference { title href content language methodName } ... on Guide { title href content } } } }",
+          "query": "query { searchDocs(query: \"supabase-js auth signUp email password options data signInWithPassword getUser profiles select single\", limit: 6) { nodes { __typename title href content } } }",
           "hasContent": true,
           "pages": [
             {
               "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/auth0",
               "title": "Migrate from Auth0 to Supabase Auth"
             },
-            {
-              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
-              "title": "User Management"
-            },
             {
               "url": "https://supabase.com/docs/guides/auth/passwords",
               "title": "Password-based Auth"
             },
+            {
+              "url": "https://supabase.com/docs/guides/auth/enterprise-sso",
+              "title": "Enterprise Single Sign-On"
+            },
             {
               "url": "https://supabase.com/docs/guides/auth/passkeys",
               "title": "Passkey authentication"
-            }
-          ],
-          "resultChars": 80822
-        },
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth",
+              "title": "Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/customizing-emails-by-language-KZ_38Q",
+              "title": "Customizing Emails by Language"
+            }
+          ],
+          "resultChars": 79752
+        },
         {
           "source": "shell_fetch",
-          "query": "/bin/bash -lc \"printf '%s\\\\n' '--- changelog auth mentions ---'; curl -fsSL https://supabase.com/changelog.md | rg -i -C 2 'breaking-change|auth|supabase-js' | sed -n '1,220p'; printf '%s\\\\n' '--- auth.mjs ---'; cat app/src/auth.mjs; printf '%s\\\\n' '--- app directory ---'; find app -maxdepth 3 -type f -o -type l | sort | xargs -r ls -l; printf '%s\\\\n' '--- service status ---'; supabase status -o env\"",
+          "query": "/bin/bash -lc \"printf '%s\\\\n' '--- CHANGELOG AUTH HITS ---'; curl -fsSL https://supabase.com/changelog.md | rg -i -C 2 'breaking-change|auth|signUp|signInWithPassword' | head -n 120; printf '%s\\\\n' '--- REPO ---'; find .. -name AGENTS.md -print; printf '%s\\\\n' '--- AUTH ---'; sed -n '1,240p' app/src/auth.mjs; printf '%s\\\\n' '--- PACKAGE ---'; cat app/package.json; printf '%s\\\\n' '--- MIGRATION ---'; cat supabase/migrations/0000_profiles_schema.sql; printf '%s\\\\n' '--- CONFIG AUTH ---'; rg -n '\"'^'\"\\\\[auth|enable_confirmations|site_url|additional_redirect_urls|jwt_expiry' supabase/config.toml\"",
           "pages": [
             {
               "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 1410
+          "resultChars": 11526
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"JavaScript signUp email password options data display_name\", limit: 10) { nodes { ... on ClientLibraryFunctionReference { title href content language methodName } ... on Guide { title href content } } } }",
+          "query": "query { searchDocs(query: \"JavaScript signUp additional user metadata signInWithPassword getUser select maybeSingle auth session\", limit: 10) { nodes { __typename title href content } } }",
           "hasContent": true,
           "pages": [
             {
               "url": "https://supabase.com/docs/reference/javascript/auth-signinwithpassword"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-signup"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/auth-email-passwordless",
-              "title": "Passwordless email logins"
+              "url": "https://supabase.com/docs/reference/swift/auth-signinwithpassword",
+              "title": "signInWithPassword()"
             },
             {
               "url": "https://supabase.com/docs/reference/dart/auth-signinwithpassword"
             },
             {
-              "url": "https://supabase.com/docs/reference/csharp/auth-signinwithpassword",
-              "title": "SignIn(email, password)"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/javascript/auth-verifyotp"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/javascript/auth-passkey-list"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/javascript/auth-signinanonymously"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/dart/auth-signup"
-            }
-          ],
-          "resultChars": 19311
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"JavaScript auth getUser current user select maybeSingle profiles table\", limit: 8) { nodes { ... on ClientLibraryFunctionReference { title href content language methodName } ... on Guide { title href content } } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/reference/javascript/auth-getuser"
+              "url": "https://supabase.com/docs/reference/javascript/auth-signinwithpasskey"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-admin-getuserbyid"
+              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
+              "title": "User Management"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/select"
+              "url": "https://supabase.com/docs/reference/javascript/auth-signinwithoauth"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-admin-listusers"
+              "url": "https://supabase.com/docs/guides/auth/passkeys",
+              "title": "Passkey authentication"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-admin-createuser"
+              "url": "https://supabase.com/docs/reference/swift/auth-signup",
+              "title": "signUp()"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-updateuser"
+              "url": "https://supabase.com/docs/reference/javascript/auth-signinwithsso"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/using-modifiers-maybesingle"
+              "url": "https://supabase.com/docs/reference/javascript/auth-signinanonymously"
             }
           ],
-          "resultChars": 7456
+          "resultChars": 27482
         }
       ]
     },
@@ -13684,55 +13793,47 @@
     },
     "docs": {
       "calls": [
-        {
-          "source": "shell_fetch",
-          "query": "/bin/bash -lc \"printf '%s\\\\n' '--- CLAUDE SUPABASE ---'; sed -n '1,240p' .claude/skills/supabase/SKILL.md; printf '%s\\\\n' '--- CLAUDE POSTGRES ---'; sed -n '1,220p' .claude/skills/supabase-postgres-best-practices/SKILL.md; printf '%s\\\\n' '--- SECURITY REFS ---'; find .agents/skills/supabase-postgres-best-practices/references -maxdepth 1 -type f -printf '%f\\\\n' | sort | rg 'security|schema'; printf '%s\\\\n' '--- RLS REFERENCES ---'; cat .agents/skills/supabase-postgres-best-practices/references/security-rls-performance.md 2>/dev/null; cat .agents/skills/supabase-postgres-best-practices/references/security-rls.md 2>/dev/null; printf '%s\\\\n' '--- CLI VERSION ---'; supabase --version; printf '%s\\\\n' '--- GIT ---'; git status --short --branch 2>/dev/null || true; printf '%s\\\\n' '--- CHANGELOG MATCHES ---'; curl -fsSL https://supabase.com/changelog.md | rg -i -C 2 'breaking-change|row level|rls|local development|cli' | head -n 120\"",
-          "pages": [
-            {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 8747
-        },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase Data API expose table grant anon authenticated RLS select policy authenticated local development CLI migrations db reset\", limit: 8) { nodes { __typename title href content } } }",
+          "query": "query { searchDocs(query: \"Row Level Security policy authenticated users SELECT anon no rows Data API grants migrations local development seed\", limit: 6) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/database/secure-data",
-              "title": "Securing your data"
+              "url": "https://supabase.com/docs/guides/api/securing-your-api",
+              "title": "Securing your API"
             },
             {
               "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
               "title": "Local development workflow"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-redwoodjs",
-              "title": "Build a User Management App with RedwoodJS"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/api/securing-your-api",
-              "title": "Securing your API"
+              "url": "https://supabase.com/docs/guides/auth/auth-anonymous",
+              "title": "Anonymous Sign-Ins"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
-              "title": "Row Level Security"
+              "url": "https://supabase.com/docs/guides/auth/auth-mfa",
+              "title": "Multi-Factor Authentication"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/schema/helper-functions",
-              "title": "Storage Helper Functions"
+              "url": "https://supabase.com/docs/guides/getting-started/features",
+              "title": "Features"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/oauth-server/token-security",
-              "title": "Token Security and Row Level Security"
-            },
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
+            }
+          ],
+          "resultChars": 117980
+        },
+        {
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc \"printf '%s\\\\n' '--- CHANGELOG ---'; curl -fsSL https://supabase.com/changelog.md | rg -n -i 'breaking-change|rls|grant|migration|seed|auth' | head -80; printf '%s\\\\n' '--- RELEVANT RULES ---'; find .agents/skills/supabase-postgres-best-practices/references -maxdepth 1 -type f | sort | rg 'security|schema' | head -40; printf '%s\\\\n' '--- SECURITY RULE ---'; cat .agents/skills/supabase-postgres-best-practices/references/security-rls.md 2>/dev/null || true; printf '%s\\\\n' '--- SCHEMA RULES ---'; for f in .agents/skills/supabase-postgres-best-practices/references/schema-*.md; do echo \\\"### \"'$f\"; sed -n '\"'1,180p' \\\"\"'$f\"; done'",
+          "pages": [
             {
-              "url": "https://supabase.com/docs/reference/cli/supabase-db-reset",
-              "title": "Resets the local database to current migrations"
+              "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 124182
+          "resultChars": 26238
         }
       ]
     },
@@ -13794,41 +13895,31 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase declarative database schemas generate migration db diff local\", limit: 5) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"local development declarative database schemas schema_paths db diff migration\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
               "url": "https://supabase.com/docs/guides/local-development/declarative-database-schemas",
               "title": "Declarative database schemas"
             },
-            {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
-              "title": "Local development workflow"
-            },
             {
               "url": "https://supabase.com/docs/guides/deployment/database-migrations",
               "title": "Database Migrations"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/database-migrations",
-              "title": "Database migrations"
+              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
+              "title": "Local development workflow"
             },
             {
               "url": "https://supabase.com/docs/guides/deployment/managing-environments",
               "title": "Managing Environments"
-            }
-          ],
-          "resultChars": 82866
-        },
-        {
-          "source": "shell_fetch",
-          "query": "/bin/bash -lc \"curl -fsSL https://supabase.com/changelog.md | rg -n -i 'breaking-change|declarative|migration|db diff' | head -80; printf '\\\\n--- CONFIG ---\\\\n'; sed -n '1,220p' supabase/config.toml; printf '\\\\n--- SCHEMA ---\\\\n'; cat supabase/schemas/products.sql; printf '\\\\n--- MIGRATION ---\\\\n'; cat supabase/migrations/20260101000000_create_products.sql; printf '\\\\n--- STATUS ---\\\\n'; supabase status || true\"",
-          "pages": [
+            },
             {
-              "url": "https://supabase.com/changelog.md"
+              "url": "https://supabase.com/docs/reference/cli/supabase-db-diff",
+              "title": "Diffs the local database for schema changes"
             }
           ],
-          "resultChars": 8129
+          "resultChars": 72112
         }
       ]
     },
@@ -13870,12 +13961,12 @@
       {
         "name": "cron command enqueues to the 'tasks' queue",
         "passed": true,
-        "notes": "queue depth 0 -> 1"
+        "notes": "queue depth 1 -> 2"
       },
       {
         "name": "process-tasks function drains the queue",
         "passed": true,
-        "notes": "function removed the seeded message (id 4) from the queue"
+        "notes": "function removed the seeded message (id 36) from the queue"
       }
     ],
     "skills": {
@@ -13890,1404 +13981,856 @@
     },
     "docs": {
       "calls": [
+        {
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc \"printf '%s\\\\n' '--- files ---'; rg --files -g '\"'!*node_modules*'\"' | sort | sed -n '1,240p'; printf '%s\\\\n' '--- config ---'; test -f supabase/config.toml && sed -n '1,260p' supabase/config.toml || true; printf '%s\\\\n' '--- git ---'; git status --short; printf '%s\\\\n' '--- cli ---'; supabase --version; printf '%s\\\\n' '--- changelog relevant ---'; curl -fsSL https://supabase.com/changelog.md | rg -i -C 2 'breaking-change|queue|pgmq|cron|edge function' | head -n 160\"",
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 10520
+        },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase Queues pgmq create queue send read delete Edge Function cron schedule every minute\", limit: 8) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"Supabase Queues pgmq create queue send read pop archive delete messages Edge Functions scheduled cron local\", limit: 8) { nodes { ... on Guide { title href content subsections { nodes { title href content } } } ... on ClientLibraryFunctionReference { title href content language methodName } ... on CLICommandReference { title href content } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/database/extensions/pg_net",
-              "title": "pg_net: Async Networking"
+              "url": "https://supabase.com/docs/guides/queues",
+              "title": "Supabase Queues"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues#features",
+              "title": "Features"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues#resources",
+              "title": "Resources"
             },
             {
               "url": "https://supabase.com/docs/guides/functions/schedule-functions",
               "title": "Scheduling Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/cron",
-              "title": "Cron"
+              "url": "https://supabase.com/docs/guides/functions/schedule-functions#resources",
+              "title": "Resources"
             },
             {
-              "url": "https://supabase.com/docs/guides/queues",
-              "title": "Supabase Queues"
+              "url": "https://supabase.com/docs/guides/functions/schedule-functions#invoke-an-edge-function-every-minute",
+              "title": "Invoke an Edge Function every minute"
             },
             {
-              "url": "https://supabase.com/docs/guides/cron/quickstart",
-              "title": "Quickstart"
+              "url": "https://supabase.com/docs/guides/functions/schedule-functions#examples",
+              "title": "Examples"
             },
             {
-              "url": "https://supabase.com/docs/guides/cron/install",
-              "title": "Install"
+              "url": "https://supabase.com/docs/guides/cron",
+              "title": "Cron"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/cron#how-does-cron-work",
+              "title": "How does Cron work?"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/cron#resources",
+              "title": "Resources"
             },
             {
               "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions",
               "title": "Consuming Supabase Queue Messages with Edge Functions"
             },
+            {
+              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions#concepts",
+              "title": "Concepts"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions#consuming-messages-in-an-edge-function",
+              "title": "Consuming messages in an Edge Function"
+            },
             {
               "url": "https://supabase.com/docs/guides/queues/quickstart",
               "title": "Quickstart"
-            }
-          ],
-          "resultChars": 44996
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Cron schedule database function cron.schedule pgmq send queue\", limit: 6) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
+            },
             {
-              "url": "https://supabase.com/docs/guides/database/extensions/pg_net",
-              "title": "pg_net: Async Networking"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#enqueueing-and-dequeueing-messages",
+              "title": "Enqueueing and dequeueing messages"
             },
             {
-              "url": "https://supabase.com/docs/guides/cron",
-              "title": "Cron"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#grant-permissions-to-pgmq_public-database-functions",
+              "title": "Grant permissions to pgmq_public database functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/pgcron-debugging-guide-n1KTaz",
-              "title": "pg_cron debugging guide"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#enable-rls-on-your-tables-in-pgmq-schema",
+              "title": "Enable RLS on your tables in pgmq schema"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/schedule-functions",
-              "title": "Scheduling Edge Functions"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#expose-queues-to-client-side-consumers",
+              "title": "Expose Queues to client-side consumers"
             },
             {
-              "url": "https://supabase.com/docs/guides/cron/install",
-              "title": "Install"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#what-happens-when-you-create-a-queue",
+              "title": "What happens when you create a queue?"
             },
             {
-              "url": "https://supabase.com/docs/guides/cron/quickstart",
-              "title": "Quickstart"
-            }
-          ],
-          "resultChars": 35015
-        },
-        {
-          "source": "shell_fetch",
-          "query": "/bin/bash -lc \"printf '%s\\\\n' '--- CHANGELOG MATCHES ---'; curl -fsSL https://supabase.com/changelog.md | rg -i -C 2 'breaking-change|queue|cron|edge function' | head -n 160 || true; printf '%s\\\\n' '--- CONFIG RELEVANT ---'; rg -n '\"'^'\"\\\\[|enabled|verify_jwt|additional_search_path|port' supabase/config.toml; printf '%s\\\\n' '--- MIGRATION HEAD ---'; sed -n '1,100p' supabase/migrations/20260101000000_enable_cron_and_queues.sql; printf '%s\\\\n' '--- MIGRATION TAIL ---'; tail -n 80 supabase/migrations/20260101000000_enable_cron_and_queues.sql; printf '%s\\\\n' '--- MIGRATION SYMBOLS ---'; rg -n 'create extension|pgmq.create|cron.schedule|pgmq_public|create schema' supabase/migrations/20260101000000_enable_cron_and_queues.sql\"",
-          "pages": [
+              "url": "https://supabase.com/docs/guides/queues/quickstart#create-queues",
+              "title": "Create Queues"
+            },
             {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 19533
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Edge Functions SUPABASE_URL SUPABASE_SERVICE_ROLE_KEY environment variables local serve createClient\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/queues/quickstart#queue-types",
+              "title": "Queue types"
+            },
             {
-              "url": "https://supabase.com/docs/guides/functions/secrets",
-              "title": "Environment Variables"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#message",
+              "title": "Message"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#pull-based-queue",
+              "title": "Pull-Based Queue"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#concepts",
+              "title": "Concepts"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/unit-test",
+              "url": "https://supabase.com/docs/guides/queues/api",
+              "title": "API"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicsendqueue_name-message-sleep_seconds",
+              "title": "pgmq_public.send(queue_name, message, sleep_seconds)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicsend_batchqueue_name-messages-sleep_seconds",
+              "title": "pgmq_public.send_batch(queue_name, messages, sleep_seconds)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicarchivequeue_name-message_id",
+              "title": "pgmq_public.archive(queue_name, message_id)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicdeletequeue_name-message_id",
+              "title": "pgmq_public.delete(queue_name, message_id)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicreadqueue_name-sleep_seconds-n",
+              "title": "pgmq_public.read(queue_name, sleep_seconds, n)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicpopqueue_name",
+              "title": "pgmq_public.pop(queue_name)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
+              "title": "Automatic embeddings"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#step-1-enable-extensions",
+              "title": "Step 1: Enable extensions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#step-2-create-utility-functions",
+              "title": "Step 2: Create utility functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#implementation",
+              "title": "Implementation"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#understanding-the-architecture",
+              "title": "Understanding the architecture"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#understanding-the-challenge",
+              "title": "Understanding the challenge"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#see-also",
+              "title": "See also"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#conclusion",
+              "title": "Conclusion"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#troubleshooting",
+              "title": "Troubleshooting"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#3-insert-and-update-documents",
+              "title": "3. Insert and update documents"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#optional-clearing-embeddings-on-update",
+              "title": "(Optional) Clearing embeddings on update"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#2-create-triggers-to-enqueue-embedding-jobs",
+              "title": "2. Create triggers to enqueue embedding jobs"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#1-create-table-to-store-documents-with-embeddings",
+              "title": "1. Create table to store documents with embeddings"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#usage",
+              "title": "Usage"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#step-4-create-the-edge-function",
+              "title": "Step 4: Create the Edge Function"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#is-10-seconds-a-good-interval-for-processing",
+              "title": "Is 10 seconds a good interval for processing?"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#how-do-we-handle-retries",
+              "title": "How do we handle retries?"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#how-do-visibility-timeouts-work",
+              "title": "How do visibility timeouts work?"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#why-queue-requests-instead-of-processing-them-immediately",
+              "title": "Why queue requests instead of processing them immediately?"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#why-not-one-request-per-row",
+              "title": "Why not one request per row?"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#why-not-generate-all-embeddings-in-a-single-edge-function-request",
+              "title": "Why not generate all embeddings in a single Edge Function request?"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings#step-3-create-queue-and-triggers",
+              "title": "Step 3: Create queue and triggers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/local-development/cli/testing-and-linting",
+              "title": "Testing and linting"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/local-development/cli/testing-and-linting#running-database-tests-in-ci",
+              "title": "Running database tests in CI"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/local-development/cli/testing-and-linting#testing-your-database",
+              "title": "Testing your database"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/local-development/cli/testing-and-linting#test-helpers",
+              "title": "Test helpers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/local-development/cli/testing-and-linting#testing-your-edge-functions",
               "title": "Testing your Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
-              "title": "Integrating With Supabase Auth"
-            }
-          ],
-          "resultChars": 40557
-        }
-      ]
-    },
-    "prompt": "I want to set up a recurring background workflow on my local Supabase stack.\n\nCan you set up a cron job called `enqueue-tasks` to run every minute and push a task into a queue called `tasks`? Then add a `process-tasks` edge function that reads messages off the `tasks` queue and removes them, so a scheduled worker can keep the backlog drained.",
-    "promptSourcePath": "evals/build-cli-003-pg-cron-queue-workflow/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "codex-gpt-5.6/build-cli-003-pg-cron-queue-workflow.json"
-  },
-  {
-    "experiment": "codex-gpt-5.6",
-    "experimentSuite": "benchmark",
-    "experimentDisplay": {
-      "agent": "codex",
-      "modelProvider": "openai",
-      "modelId": "gpt-5.6-sol",
-      "reasoningEffort": "medium"
-    },
-    "eval": "build-dataapi-001-relational-report",
-    "stage": "build",
-    "product": [
-      "data-api",
-      "database"
-    ],
-    "topic": [
-      "sdk"
-    ],
-    "suite": "benchmark",
-    "interface": "cli",
-    "cliVersion": "2.109.1",
-    "passed": true,
-    "checks": [
-      {
-        "name": "report runs and prints JSON",
-        "passed": true,
-        "notes": "exit 0"
-      },
-      {
-        "name": "report numbers match the database (per customer, sorted)",
-        "passed": true,
-        "notes": "expected [{\"customer\":\"Ada Lovelace\",\"orderCount\":2,\"totalCents\":41900,\"topProduct\":\"Keyboard\"},{\"customer\":\"Grace Hopper\",\"orderCount\":2,\"totalCents\":15600,\"topProduct\":\"Cable\"},{\"customer\":\"Linus Pauling\",\"orderCount\":1,\"totalCents\":66500,\"topProduct\":\"Monitor\"}], got [{\"customer\":\"Ada Lovelace\",\"orderCount\":2,\"totalCents\":41900,\"topProduct\":\"Keyboard\"},{\"customer\":\"Grace Hopper\",\"orderCount\":2,\"totalCents\":15600,\"topProduct\":\"Cable\"},{\"customer\":\"Linus Pauling\",\"orderCount\":1,\"totalCents\":66500,\"topProduct\":\"Monitor\"}]"
-      },
-      {
-        "name": "tables stay locked down (publishable key reads nothing)",
-        "passed": true,
-        "notes": "publishable read errored: permission denied for table customers"
-      },
-      {
-        "name": "implementation uses @supabase/supabase-js",
-        "passed": true,
-        "notes": "imports found in: app/report.mjs"
-      },
-      {
-        "name": "report queries via the Data API, not raw SQL",
-        "passed": true,
-        "notes": "no psql / raw Postgres driver usage found"
-      }
-    ],
-    "skills": {
-      "available": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ],
-      "loaded": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ]
-    },
-    "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"supabase javascript select nested foreign tables service role secret key createClient Node\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/reference/javascript/oauth-admin-createclient"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres",
-              "title": "Integrating with Supabase Database (Postgres)"
+              "url": "https://supabase.com/docs/guides/local-development/cli/testing-and-linting#testing-auth-emails",
+              "title": "Testing Auth emails"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/local-development/cli/testing-and-linting#accessing-mailpit",
+              "title": "Accessing Mailpit"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/performing-administration-tasks-on-the-server-side-with-the-servicerole-secret-BYM4Fa",
-              "title": "Performing administration tasks on the server side with a secret key"
+              "url": "https://supabase.com/docs/guides/local-development/cli/testing-and-linting#going-into-production",
+              "title": "Going into production"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/oauth-admin-updateclient"
+              "url": "https://supabase.com/docs/guides/local-development/cli/testing-and-linting#linting-your-database",
+              "title": "Linting your database"
             }
           ],
-          "resultChars": 22127
+          "resultChars": 193189
         },
-        {
-          "source": "shell_fetch",
-          "query": "/bin/bash -lc \"printf '%s\\\\n' '--- changelog relevant scan ---'; curl -fsSL https://supabase.com/changelog.md | rg -i -n -m 20 'breaking-change|supabase-js|secret key|postgrest|data api' || true; printf '%s\\\\n' '--- root listing ---'; ls -la; printf '%s\\\\n' '--- app listing ---'; find app -maxdepth 2 -type f -print -exec sed -n '1,80p' {} \\\\;; printf '%s\\\\n' '--- node/npm ---'; node --version; npm --version; npm root -g; printf '%s\\\\n' '--- installed candidates ---'; find . -maxdepth 3 -type d \\\\( -name '@supabase' -o -name 'node_modules' \\\\) -print; printf '%s\\\\n' '--- supabase status env ---'; supabase status -o env\"",
-          "pages": [
-            {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 1554
-        }
-      ]
-    },
-    "prompt": "We need the nightly sales report working. `app/report.mjs` has the spec in a\ncomment — it runs in our Node backend worker and prints a JSON summary of what\neach customer has ordered.\n\nThe data lives in the Supabase project in `supabase/` (already running\nlocally). Finish the script and make sure it prints the right numbers.",
-    "promptSourcePath": "evals/build-dataapi-001-relational-report/PROMPT.md",
-    "attempts": 2,
-    "sourcePath": "codex-gpt-5.6/build-dataapi-001-relational-report.json"
-  },
-  {
-    "experiment": "codex-gpt-5.6",
-    "experimentSuite": "benchmark",
-    "experimentDisplay": {
-      "agent": "codex",
-      "modelProvider": "openai",
-      "modelId": "gpt-5.6-sol",
-      "reasoningEffort": "medium"
-    },
-    "eval": "build-dataapi-002-restock-alert-report",
-    "stage": "build",
-    "product": [
-      "data-api",
-      "database"
-    ],
-    "topic": [
-      "sdk"
-    ],
-    "suite": "benchmark",
-    "interface": "cli",
-    "cliVersion": "2.109.1",
-    "passed": false,
-    "checks": [
-      {
-        "name": "report runs and prints JSON",
-        "passed": true,
-        "notes": "exit 0"
-      },
-      {
-        "name": "alerts match the database (below threshold, sorted)",
-        "passed": true,
-        "notes": "expected [{\"warehouse\":\"North DC\",\"product\":\"Gizmo\",\"quantity\":3,\"reorderThreshold\":10,\"supplierEmail\":\"acme@example.com\"},{\"warehouse\":\"North DC\",\"product\":\"Widget\",\"quantity\":5,\"reorderThreshold\":20,\"supplierEmail\":\"acme@example.com\"},{\"warehouse\":\"South DC\",\"product\":\"Gadget\",\"quantity\":2,\"reorderThreshold\":15,\"supplierEmail\":\"parts@example.com\"},{\"warehouse\":\"West DC\",\"product\":\"Gadget\",\"quantity\":0,\"reorderThreshold\":15,\"supplierEmail\":\"parts@example.com\"}], got [{\"warehouse\":\"North DC\",\"product\":\"Gizmo\",\"quantity\":3,\"reorderThreshold\":10,\"supplierEmail\":\"acme@example.com\"},{\"warehouse\":\"North DC\",\"product\":\"Widget\",\"quantity\":5,\"reorderThreshold\":20,\"supplierEmail\":\"acme@example.com\"},{\"warehouse\":\"South DC\",\"product\":\"Gadget\",\"quantity\":2,\"reorderThreshold\":15,\"supplierEmail\":\"parts@example.com\"},{\"warehouse\":\"West DC\",\"product\":\"Gadget\",\"quantity\":0,\"reorderThreshold\":15,\"supplierEmail\":\"parts@example.com\"}]"
-      },
-      {
-        "name": "tables stay locked down (publishable key reads nothing)",
-        "passed": true,
-        "notes": "publishable read errored: permission denied for table inventory"
-      },
-      {
-        "name": "implementation uses @supabase/supabase-js",
-        "passed": false,
-        "notes": "no @supabase/supabase-js import found — this eval requires the SDK"
-      },
-      {
-        "name": "report queries via the Data API, not raw SQL",
-        "passed": true,
-        "notes": "no psql / raw Postgres driver usage found"
-      }
-    ],
-    "skills": {
-      "available": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ],
-      "loaded": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ]
-    },
-    "docs": {
-      "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"supabase-js select nested foreign tables createClient secret key Node backend order results\", limit: 5) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"Queues API SQL pgmq_public.read pgmq_public.delete pgmq.create pgmq.send\", limit: 10) { nodes { ... on Guide { title href content subsections { nodes { title href content } } } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/ai/engineering-for-scale",
-              "title": "Engineering for Scale"
+              "url": "https://supabase.com/docs/guides/queues/pgmq",
+              "title": "PGMQ Extension"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres",
-              "title": "Integrating with Supabase Database (Postgres)"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#create",
+              "title": "create"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/performing-administration-tasks-on-the-server-side-with-the-servicerole-secret-BYM4Fa",
-              "title": "Performing administration tasks on the server side with a secret key"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#sending-messages",
+              "title": "Sending messages"
             },
             {
-              "url": "https://supabase.com/docs/guides/api/creating-routes",
-              "title": "Creating API Routes"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#send",
+              "title": "send"
             },
             {
-              "url": "https://supabase.com/docs/guides/api/quickstart",
-              "title": "Build an API route in less than 2 minutes."
-            }
-          ],
-          "resultChars": 27813
-        },
-        {
-          "source": "shell_fetch",
-          "query": "/bin/bash -lc \"printf '%s\\\\n' '--- app/package.json ---'; cat app/package.json; printf '%s\\\\n' '--- git status ---'; git status --short; printf '%s\\\\n' '--- supabase status ---'; supabase status -o env; printf '%s\\\\n' '--- relevant changelog scan ---'; curl -fsSL https://supabase.com/changelog.md | rg -n -i 'breaking-change|secret key|supabase-js|postgrest|data api' | head -80\"",
-          "pages": [
+              "url": "https://supabase.com/docs/guides/queues/pgmq#send_batch",
+              "title": "send_batch"
+            },
             {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 15363
-        }
-      ]
-    },
-    "prompt": "Purchasing needs a restock alert. `app/restock.mjs` has the spec in a\ncomment — it runs in our Node backend worker and prints a JSON list of what\nneeds reordering, with who to email about it.\n\nThe data lives in the Supabase project in `supabase/` (already running\nlocally). Finish the script and make sure it prints the right alerts.",
-    "promptSourcePath": "evals/build-dataapi-002-restock-alert-report/PROMPT.md",
-    "attempts": 2,
-    "sourcePath": "codex-gpt-5.6/build-dataapi-002-restock-alert-report.json"
-  },
-  {
-    "experiment": "codex-gpt-5.6",
-    "experimentSuite": "benchmark",
-    "experimentDisplay": {
-      "agent": "codex",
-      "modelProvider": "openai",
-      "modelId": "gpt-5.6-sol",
-      "reasoningEffort": "medium"
-    },
-    "eval": "build-database-001-migrate-postgres-to-supabase",
-    "stage": "build",
-    "product": [
-      "database"
-    ],
-    "topic": [
-      "migrations"
-    ],
-    "suite": "benchmark",
-    "interface": "cli",
-    "passed": true,
-    "checks": [
-      {
-        "name": "all 3 tables exist (teams, members, tasks)",
-        "passed": true
-      },
-      {
-        "name": "row counts match (teams=5, members=10, tasks=13)",
-        "passed": true
-      },
-      {
-        "name": "foreign key constraints survived the restore",
-        "passed": true
-      },
-      {
-        "name": "tasks_team_status_idx index survived the restore",
-        "passed": true
-      },
-      {
-        "name": "sequences synced (next insert won't conflict with existing IDs)",
-        "passed": true
-      }
-    ],
-    "skills": {
-      "available": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ],
-      "loaded": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ]
-    },
-    "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"restore pg_restore local Supabase binary dump roles ownership extensions\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/queues/pgmq#reading-messages",
+              "title": "Reading messages"
+            },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/restore-from-platform",
-              "title": "Restore a Platform Project to Self-Hosted"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#read",
+              "title": "read"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/custom-postgres-extensions",
-              "title": "Custom Postgres Extensions"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#read_with_poll",
+              "title": "read_with_poll"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/transferring-from-cloud-to-self-host-in-supabase-2oWNvW",
-              "title": "Transferring from platform to self-hosted Supabase"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#pop",
+              "title": "pop"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/postgres",
-              "title": "Migrate from Postgres to Supabase"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#deletingarchiving-messages",
+              "title": "Deleting/Archiving messages"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/restoring-downloaded-backup",
-              "title": "Restoring a downloaded backup locally"
-            }
-          ],
-          "resultChars": 50510
-        }
-      ]
-    },
-    "prompt": "I have an existing Postgres database I want to migrate to Supabase. There's a binary dump at `source.dump` in the current directory.\n\nCan you set up a local Supabase project and restore the dump into it?",
-    "promptSourcePath": "evals/build-database-001-migrate-postgres-to-supabase/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "codex-gpt-5.6/build-database-001-migrate-postgres-to-supabase.json"
-  },
-  {
-    "experiment": "codex-gpt-5.6",
-    "experimentSuite": "benchmark",
-    "experimentDisplay": {
-      "agent": "codex",
-      "modelProvider": "openai",
-      "modelId": "gpt-5.6-sol",
-      "reasoningEffort": "medium"
-    },
-    "eval": "build-functions-004-service-role-bypass",
-    "stage": "build",
-    "product": [
-      "edge-functions",
-      "auth",
-      "database"
-    ],
-    "topic": [
-      "rls",
-      "security",
-      "sdk"
-    ],
-    "suite": "benchmark",
-    "interface": "mcp",
-    "passed": true,
-    "checks": [
-      {
-        "name": "rejects missing auth",
-        "passed": true,
-        "notes": "status=401"
-      },
-      {
-        "name": "user A reads own note",
-        "passed": true,
-        "notes": "status=200"
-      },
-      {
-        "name": "reads only with the caller's JWT",
-        "passed": true,
-        "notes": "bearer_tokens=2, all_match=true"
-      },
-      {
-        "name": "user A cannot force-read user B note",
-        "passed": true,
-        "notes": "status=200"
-      },
-      {
-        "name": "user B cannot force-read user A note",
-        "passed": true,
-        "notes": "status=200"
-      }
-    ],
-    "skills": {
-      "available": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ],
-      "loaded": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ]
-    },
-    "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Edge Functions authenticate user Authorization header createClient service role getUser RLS\", limit: 5) { nodes { ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/queues/pgmq#delete-single",
+              "title": "delete (single)"
+            },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-nextjs",
-              "title": "Build a User Management App with Next.js"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#delete-batch",
+              "title": "delete (batch)"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
-              "title": "Integrating With Supabase Auth"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#purge_queue",
+              "title": "purge_queue"
             },
             {
-              "url": "https://supabase.com/docs/guides/api/securing-your-api",
-              "title": "Securing your API"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#archive-single",
+              "title": "archive (single)"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
-              "title": "Storage Buckets"
-            }
-          ],
-          "resultChars": 73053
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Edge Functions auth getUser Authorization header SUPABASE_ANON_KEY createClient\", limit: 10) { nodes { ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/queues/pgmq#archive-batch",
+              "title": "archive (batch)"
+            },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
-              "title": "Integrating With Supabase Auth"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#utilities",
+              "title": "Utilities"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
-              "title": "New API Keys and Asymmetric Authentication"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#set_vt",
+              "title": "set_vt"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
-              "title": "Understanding API keys"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#list_queues",
+              "title": "list_queues"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth-headers",
-              "title": "Authorization headers"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#metrics",
+              "title": "metrics"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#metrics_all",
+              "title": "metrics_all"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/websockets",
-              "title": "Handling WebSockets"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#types",
+              "title": "Types"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/resumable-websockets",
-              "title": "Resumable WebSockets with Edge Functions"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#message_record",
+              "title": "message_record"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-saml-sso",
-              "title": "Configure SAML SSO"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#resources",
+              "title": "Resources"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/storage-caching",
-              "title": "Integrating with Supabase Storage"
-            }
-          ],
-          "resultChars": 96751
-        },
-        {
-          "source": "web_search",
-          "query": "https://supabase.com/changelog.md",
-          "pages": [
+              "url": "https://supabase.com/docs/guides/queues/pgmq#features",
+              "title": "Features"
+            },
             {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ]
-        },
-        {
-          "source": "web_search",
-          "query": "site:supabase.com/changelog.md Supabase changelog breaking change Edge Functions auth API keys",
-          "pages": []
-        }
-      ]
-    },
-    "prompt": "I built an Edge Function called `private-notes` for showing a user's saved\nprivate notes.\n\nCan you check whether there's any way one user could see another user's notes?\n\nPlease fix and deploy it if needed.",
-    "promptSourcePath": "evals/build-functions-004-service-role-bypass/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "codex-gpt-5.6/build-functions-004-service-role-bypass.json"
-  },
-  {
-    "experiment": "codex-gpt-5.6",
-    "experimentSuite": "benchmark",
-    "experimentDisplay": {
-      "agent": "codex",
-      "modelProvider": "openai",
-      "modelId": "gpt-5.6-sol",
-      "reasoningEffort": "medium"
-    },
-    "eval": "build-functions-005-dual-auth-user-secret",
-    "stage": "build",
-    "product": [
-      "edge-functions",
-      "auth",
-      "database"
-    ],
-    "topic": [
-      "sdk",
-      "rls",
-      "security"
-    ],
-    "suite": "benchmark",
-    "interface": "cli",
-    "cliVersion": "2.109.1",
-    "passed": true,
-    "checks": [
-      {
-        "name": "seed rows present",
-        "passed": true,
-        "notes": "found 2/2 seeded rows"
-      },
-      {
-        "name": "rejects request with no credentials",
-        "passed": true,
-        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
-      },
-      {
-        "name": "user with JWT reads only their own rows",
-        "passed": true,
-        "notes": "status 200: [{\"user_id\":\"c2a94e60-d0fd-41fa-9393-3d88c36ccd1e\",\"metric\":\"steps_a_msj16f6m\",\"value\":111}]"
-      },
-      {
-        "name": "user cannot read another user's rows by passing user_id",
-        "passed": true,
-        "notes": "status 200: [{\"user_id\":\"c2a94e60-d0fd-41fa-9393-3d88c36ccd1e\",\"metric\":\"steps_a_msj16f6m\",\"value\":111}]"
-      },
-      {
-        "name": "service key bypasses RLS to read the target user's rows",
-        "passed": true,
-        "notes": "status 200: [{\"user_id\":\"29d6a26d-c31f-496e-a486-a4bd4a0adeee\",\"metric\":\"steps_b_msj16f6m\",\"value\":222}]"
-      },
-      {
-        "name": "non-service key is not granted service access",
-        "passed": true,
-        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
-      },
-      {
-        "name": "rejects an unverified (forged) user token",
-        "passed": true,
-        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
-      },
-      {
-        "name": "a user token in the apikey slot is not treated as the service key",
-        "passed": true,
-        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
-      },
-      {
-        "name": "implementation uses @supabase/server",
-        "passed": true,
-        "notes": "imports @supabase/server / withSupabase"
-      }
-    ],
-    "skills": {
-      "available": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ],
-      "loaded": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ]
-    },
-    "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Edge Functions JWT verification authorization header service role apikey header Deno serve createClient auth getUser\", limit: 8) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/queues/pgmq#enable-the-extension",
+              "title": "Enable the extension"
+            },
             {
-              "url": "https://supabase.com/docs/guides/functions/websockets",
-              "title": "Handling WebSockets"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#get-usage",
+              "title": "Usage "
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
-              "title": "Integrating With Supabase Auth"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#queue-management",
+              "title": "Queue management"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth-headers",
-              "title": "Authorization headers"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#create_unlogged",
+              "title": "create_unlogged"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/resumable-websockets",
-              "title": "Resumable WebSockets with Edge Functions"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#detach_archive",
+              "title": "detach_archive"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions",
-              "title": "Edge Functions"
+              "url": "https://supabase.com/docs/guides/queues/pgmq#drop_queue",
+              "title": "drop_queue"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/http-methods",
-              "title": "Routing"
+              "url": "https://supabase.com/docs/guides/queues/api",
+              "title": "API"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicpopqueue_name",
+              "title": "pgmq_public.pop(queue_name)"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/why-is-my-service-role-key-client-getting-rls-errors-or-not-returning-data-7_1K9z",
-              "title": "Why is my service role key client getting RLS errors or not returning data?"
-            }
-          ],
-          "resultChars": 60939
-        },
-        {
-          "source": "shell_fetch",
-          "query": "/bin/bash -lc \"printf '%s\\\\n' '--- CHANGELOG BREAKING TAGS ---'; curl -fsSL https://supabase.com/changelog.md | rg -n -i 'breaking-change|edge function|secret key|service.role' | head -80; printf '%s\\\\n' '--- PROJECT FILES ---'; find .. -name AGENTS.md -print; rg --files -g '\"'!node_modules'\"' -g '\"'!vendor'\"' | sort | sed -n '1,240p'; printf '%s\\\\n' '--- SUPABASE CONFIG ---'; test -f supabase/config.toml && sed -n '1,240p' supabase/config.toml || true; printf '%s\\\\n' '--- MIGRATION MATCHES ---'; rg -n \\\"user_stats|create policy|enable row level security\\\" supabase . --glob '*.sql' --glob '\"'!node_modules'\"' || true\"",
-          "pages": [
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicreadqueue_name-sleep_seconds-n",
+              "title": "pgmq_public.read(queue_name, sleep_seconds, n)"
+            },
             {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 24755
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Securing Edge Functions verify_jwt false custom JWT validation apikey service role key Authorization header\", limit: 10) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicdeletequeue_name-message_id",
+              "title": "pgmq_public.delete(queue_name, message_id)"
+            },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth",
-              "title": "Securing Edge Functions"
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicarchivequeue_name-message_id",
+              "title": "pgmq_public.archive(queue_name, message_id)"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth-headers",
-              "title": "Authorization headers"
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicsend_batchqueue_name-messages-sleep_seconds",
+              "title": "pgmq_public.send_batch(queue_name, messages, sleep_seconds)"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/error-codes",
-              "title": "Error codes"
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicsendqueue_name-message-sleep_seconds",
+              "title": "pgmq_public.send(queue_name, message, sleep_seconds)"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/function-configuration",
-              "title": "Function Configuration"
+              "url": "https://supabase.com/docs/guides/queues/quickstart",
+              "title": "Quickstart"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#expose-queues-to-client-side-consumers",
+              "title": "Expose Queues to client-side consumers"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
-              "title": "Understanding API keys"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#create-queues",
+              "title": "Create Queues"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#what-happens-when-you-create-a-queue",
+              "title": "What happens when you create a queue?"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/status-codes",
-              "title": "Status codes"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#enable-rls-on-your-tables-in-pgmq-schema",
+              "title": "Enable RLS on your tables in pgmq schema"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy",
-              "title": "Envoy API Gateway"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#grant-permissions-to-pgmq_public-database-functions",
+              "title": "Grant permissions to pgmq_public database functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/signing-keys",
-              "title": "JWT Signing Keys"
-            }
-          ],
-          "resultChars": 121781
-        }
-      ]
-    },
-    "prompt": "Build and serve a Supabase Edge Function named `user-stats` for this project,\nreachable over HTTP at `/functions/v1/user-stats`.\n\nOur product stores per-user metrics in the existing `user_stats` table.\n\nTwo very different callers need to hit this one endpoint:\n\n1. **Our mobile app**, acting for a signed-in user. It sends that user's\n   Supabase access token. The endpoint should return the user's own stats.\n\n2. **Our internal billing service**, a trusted backend with no signed-in user.\n   It authenticates with the project's secret (service-role) key in the `apikey`\n   header, and names the target user with a `user_id` in the JSON request body.\n   It needs that user's stats.\n\nReturn the matching rows as JSON. The endpoint must be secure: only ever serve\nstats to a caller that is genuinely entitled to them, and turn away callers that\nare not.",
-    "promptSourcePath": "evals/build-functions-005-dual-auth-user-secret/PROMPT.md",
-    "attempts": 2,
-    "sourcePath": "codex-gpt-5.6/build-functions-005-dual-auth-user-secret.json"
-  },
-  {
-    "experiment": "codex-gpt-5.6",
-    "experimentSuite": "benchmark",
-    "experimentDisplay": {
-      "agent": "codex",
-      "modelProvider": "openai",
-      "modelId": "gpt-5.6-sol",
-      "reasoningEffort": "medium"
-    },
-    "eval": "build-rls-003-org-roles-permissions",
-    "stage": "build",
-    "product": [
-      "database",
-      "auth"
-    ],
-    "topic": [
-      "rls",
-      "security"
-    ],
-    "suite": "benchmark",
-    "interface": "mcp",
-    "passed": true,
-    "checks": [
-      {
-        "name": "RLS enabled on documents",
-        "passed": true
-      },
-      {
-        "name": "viewer sees only documents in their org",
-        "passed": true
-      },
-      {
-        "name": "viewer cannot insert",
-        "passed": true
-      },
-      {
-        "name": "editor can insert own org document",
-        "passed": true
-      },
-      {
-        "name": "editor can update own document",
-        "passed": true
-      },
-      {
-        "name": "editor cannot update another user's document",
-        "passed": true
-      },
-      {
-        "name": "editor cannot delete another user's document",
-        "passed": true
-      },
-      {
-        "name": "admin can update any document in their org",
-        "passed": true
-      },
-      {
-        "name": "admin can delete any document in their org",
-        "passed": true
-      },
-      {
-        "name": "admin cannot affect another org",
-        "passed": true
-      },
-      {
-        "name": "WITH CHECK blocks editor from moving document to another org",
-        "passed": true
-      },
-      {
-        "name": "editor can still see their own org's roster",
-        "passed": true
-      },
-      {
-        "name": "cannot see another org's membership roster",
-        "passed": true
-      },
-      {
-        "name": "a viewer role in one org doesn't grant admin power in another org",
-        "passed": true
-      },
-      {
-        "name": "multi-org user can act as admin in the org where they hold that role",
-        "passed": true
-      }
-    ],
-    "skills": {
-      "available": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ],
-      "loaded": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ]
-    },
-    "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"row level security policies auth.uid organization membership security definer performance\", limit: 5) { nodes { ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/queues/quickstart#enqueueing-and-dequeueing-messages",
+              "title": "Enqueueing and dequeueing messages"
+            },
             {
-              "url": "https://supabase.com/docs/guides/resources/glossary",
-              "title": "Glossary"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#concepts",
+              "title": "Concepts"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/features",
-              "title": "Features"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#pull-based-queue",
+              "title": "Pull-Based Queue"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/database-advisors?queryGroups=lint&lint=0003_auth_rls_initplan",
-              "title": "Database Advisor: Lint 0003_auth_rls_initplan"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#message",
+              "title": "Message"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/postgres/column-level-security",
-              "title": "Column Level Security"
+              "url": "https://supabase.com/docs/guides/queues/quickstart#queue-types",
+              "title": "Queue types"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
-              "title": "Row Level Security"
-            }
-          ],
-          "resultChars": 58492
-        },
-        {
-          "source": "web_search",
-          "query": "https://supabase.com/changelog.md",
-          "pages": [
+              "url": "https://supabase.com/docs/guides/queues",
+              "title": "Supabase Queues"
+            },
             {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ]
-        },
-        {
-          "source": "web_search",
-          "query": "site:supabase.com changelog row level security breaking change Supabase",
-          "pages": []
-        }
-      ]
-    },
-    "prompt": "Access control on our shared docs feature needs work, people can see and edit documents they shouldn't. Viewers should just be able to read, editors should only manage their own docs, and admins should be able to manage anything in their org. People should only be able to see who's in their own org.",
-    "promptSourcePath": "evals/build-rls-003-org-roles-permissions/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "codex-gpt-5.6/build-rls-003-org-roles-permissions.json"
-  },
-  {
-    "experiment": "codex-gpt-5.6",
-    "experimentSuite": "benchmark",
-    "experimentDisplay": {
-      "agent": "codex",
-      "modelProvider": "openai",
-      "modelId": "gpt-5.6-sol",
-      "reasoningEffort": "medium"
-    },
-    "eval": "build-storage-001-private-bucket-access",
-    "stage": "build",
-    "product": [
-      "storage",
-      "database"
-    ],
-    "topic": [
-      "rls",
-      "sdk"
-    ],
-    "suite": "benchmark",
-    "interface": "mcp",
-    "passed": true,
-    "checks": [
-      {
-        "name": "bucket user-files exists",
-        "passed": true
-      },
-      {
-        "name": "bucket user-files is private",
-        "passed": true
-      },
-      {
-        "name": "RLS still enabled on storage.objects",
-        "passed": true
-      },
-      {
-        "name": "user A lists only own files",
-        "passed": true,
-        "notes": "saw: 019fdc8e-c286-72ec-86c2-693b611d4fc9/receipt-alpha.pdf, 019fdc8e-c286-72ec-86c2-693b611d4fc9/receipt-beta.pdf"
-      },
-      {
-        "name": "user B cannot read user A files",
-        "passed": true
-      },
-      {
-        "name": "anon reads no files",
-        "passed": true
-      },
-      {
-        "name": "user A can upload into own folder",
-        "passed": true
-      },
-      {
-        "name": "user B cannot upload into user A folder",
-        "passed": true
-      },
-      {
-        "name": "configured private per-user storage access",
-        "passed": true,
-        "judgeNotes": "The answer creates a private user-files bucket, keeps storage.objects RLS enabled, adds authenticated SELECT and INSERT policies scoped to bucket and user-owned path via auth.uid(), and provides supabase-js createSignedUrl with a 15-minute expiry. No fail conditions present."
-      }
-    ],
-    "skills": {
-      "available": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ],
-      "loaded": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ]
-    },
-    "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Storage access control RLS policies foldername auth.uid createSignedUrl private bucket upload download\", limit: 8) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/queues#features",
+              "title": "Features"
+            },
             {
-              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
-              "title": "Storage Buckets"
+              "url": "https://supabase.com/docs/guides/queues#resources",
+              "title": "Resources"
             },
             {
-              "url": "https://supabase.com/docs/guides/security/product-security",
-              "title": "Secure configuration of Supabase products"
+              "url": "https://supabase.com/docs/guides/queues/expose-self-hosted-queues",
+              "title": "Expose Queues for local and self-hosted Supabase"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/security/access-control",
-              "title": "Storage Access Control"
+              "url": "https://supabase.com/docs/guides/queues/expose-self-hosted-queues#expose-queues-with-docker-compose",
+              "title": "Expose queues with Docker compose"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
-              "title": "Configure S3 Storage"
+              "url": "https://supabase.com/docs/guides/queues/expose-self-hosted-queues#expose-queues-with-supabase-cli",
+              "title": "Expose Queues with Supabase CLI"
             },
             {
-              "url": "https://supabase.com/docs/guides/realtime/getting_started",
-              "title": "Getting Started with Realtime"
+              "url": "https://supabase.com/docs/guides/queues/expose-self-hosted-queues#stop-exposing-queues",
+              "title": "Stop exposing queues"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/schema/custom-roles",
-              "title": "Custom Roles"
+              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions",
+              "title": "Consuming Supabase Queue Messages with Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/why-cant-i-uploadlistetc-my-public-bucket-Z6CmGt",
-              "title": "Why can't I upload/list/etc my public bucket?"
+              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions#consuming-messages-in-an-edge-function",
+              "title": "Consuming messages in an Edge Function"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/schema/helper-functions",
-              "title": "Storage Helper Functions"
-            }
-          ],
-          "resultChars": 46298
-        },
-        {
-          "source": "shell_fetch",
-          "query": "/bin/bash -lc \"curl -fsSL https://supabase.com/changelog.md | rg -n -i 'breaking-change|storage|signed url|rls' | head -80\"",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions#concepts",
+              "title": "Concepts"
+            },
             {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 14020
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"JavaScript createSignedUrl storage expiresIn private bucket signed URL\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit",
+              "title": "PGAudit: Postgres Auditing"
+            },
             {
-              "url": "https://supabase.com/docs/guides/storage/serving/image-transformations",
-              "title": "Storage Image Transformations"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#resources",
+              "title": "Resources"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsigneduploadurl"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#does-pgaudit-support-system-wide-configurations",
+              "title": "Does PGAudit support system wide configurations?"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsignedurl"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#logging-function-parameters",
+              "title": "Logging function parameters"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsignedurls"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#logging-observed-table-rows",
+              "title": "Logging observed table rows"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/serving/downloads",
-              "title": "Serving assets from Storage"
-            }
-          ],
-          "resultChars": 25918
-        }
-      ]
-    },
-    "prompt": "Our app lets signed-in users keep personal files like receipts and bank\nstatements. These files are private — a user must only ever be able to upload\nand download their own. The app uploads each file under a path that starts\nwith the owner's user id, e.g. `<user_id>/receipt-march.pdf`.\n\nSet up a `user-files` bucket on our project and lock it down that way.\n\nUsers also sometimes share one of their files with someone else through a\ntemporary link that expires. Include the supabase-js code the app should use\nfor that.",
-    "promptSourcePath": "evals/build-storage-001-private-bucket-access/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "codex-gpt-5.6/build-storage-001-private-bucket-access.json"
-  },
-  {
-    "experiment": "codex-gpt-5.6",
-    "experimentSuite": "benchmark",
-    "experimentDisplay": {
-      "agent": "codex",
-      "modelProvider": "openai",
-      "modelId": "gpt-5.6-sol",
-      "reasoningEffort": "medium"
-    },
-    "eval": "build-tests-001-rls-tenant-isolation",
-    "stage": "build",
-    "product": [
-      "database"
-    ],
-    "topic": [
-      "tests",
-      "rls"
-    ],
-    "suite": "benchmark",
-    "interface": "cli",
-    "passed": true,
-    "checks": [
-      {
-        "name": "pgTAP test file(s) written under supabase/tests/",
-        "passed": true,
-        "notes": "1 file(s): supabase/tests/database/tenant_isolation.test.sql"
-      },
-      {
-        "name": "pgTAP isolation tests ran and pass",
-        "passed": true,
-        "notes": "36 passed, 0 failed"
-      },
-      {
-        "name": "agent correctly identifies the posts isolation bug from test results",
-        "passed": true,
-        "judgeNotes": "The agent correctly identifies `posts` as having a tenant isolation flaw: the policy omits `org_id`, allowing tenant A to see posts from tenant B. It grounds this in reproduced query results and adds pgTAP coverage. It does not blame `notes` instead or dismiss test results."
-      }
-    ],
-    "skills": {
-      "available": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ],
-      "loaded": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ]
-    },
-    "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"row level security testing policies auth.uid tenant isolation pgTAP\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#downloading-database-logs",
+              "title": "Downloading database logs"
+            },
             {
-              "url": "https://supabase.com/docs/guides/local-development/testing/pgtap-extended",
-              "title": "Advanced pgTAP Testing"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#using-pgaudit-to-debug-database-functions",
+              "title": "Using PGAudit to debug database functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/testing/overview",
-              "title": "Testing Overview"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#faq",
+              "title": "FAQ"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/extensions/pgtap",
-              "title": "pgTAP: Unit Testing"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#disabling-excess-logging",
+              "title": "Disabling excess logging"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/testing",
-              "title": "Testing Your Database"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#best-practices",
+              "title": "Best practices"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/features",
-              "title": "Features"
-            }
-          ],
-          "resultChars": 56902
-        },
-        {
-          "source": "shell_fetch",
-          "query": "/bin/bash -lc \"printf '%s\\\\n' '--- skill relevant sections ---'; rg -n \\\"RLS|policy|test|docs|changelog\\\" .claude/skills/supabase/SKILL.md; printf '%s\\\\n' '--- security references ---'; find .claude/skills/supabase-postgres-best-practices/references -maxdepth 1 -type f | sort | rg 'security|index'; printf '%s\\\\n' '--- read security rules ---'; cat .claude/skills/supabase-postgres-best-practices/references/security-rls.md 2>/dev/null || true; cat .claude/skills/supabase-postgres-best-practices/references/security-rls-performance.md 2>/dev/null || true; printf '%s\\\\n' '--- changelog relevant ---'; curl -fsSL https://supabase.com/changelog.md | rg -i -C 2 'breaking-change|row.level|rls|pgtap' | head -n 120; printf '%s\\\\n' '--- workspace ---'; find . -name AGENTS.md -print; ls -la; printf '%s\\\\n' '--- repo files ---'; rg --files -g '\"'!node_modules'\"' -g '\"'!vendor'\"' | sed -n '1,240p'\"",
-          "pages": [
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#monitoring-the-authusers-table",
+              "title": "Monitoring the auth.users table"
+            },
             {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 17714
-        }
-      ]
-    },
-    "prompt": "Can you audit the tenant isolation on our tables? Write some database tests covering both the happy path and the negative case, run them, and share the results.",
-    "promptSourcePath": "evals/build-tests-001-rls-tenant-isolation/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "codex-gpt-5.6/build-tests-001-rls-tenant-isolation.json"
-  },
-  {
-    "experiment": "codex-gpt-5.6",
-    "experimentSuite": "benchmark",
-    "experimentDisplay": {
-      "agent": "codex",
-      "modelProvider": "openai",
-      "modelId": "gpt-5.6-sol",
-      "reasoningEffort": "medium"
-    },
-    "eval": "build-vectors-001-rag-with-permissions",
-    "stage": "build",
-    "product": [
-      "database",
-      "vectors"
-    ],
-    "topic": [
-      "sql",
-      "rls"
-    ],
-    "suite": "benchmark",
-    "interface": "mcp",
-    "passed": true,
-    "checks": [
-      {
-        "name": "document_sections.embedding is vector(384)",
-        "passed": true,
-        "notes": "vector(384)"
-      },
-      {
-        "name": "HNSW index on the embedding column",
-        "passed": true,
-        "notes": "CREATE INDEX document_sections_embedding_hnsw_idx ON public.document_sections USING hnsw (embedding vector_ip_ops)"
-      },
-      {
-        "name": "index operator class matches the search operator",
-        "passed": true,
-        "notes": "function operators: <#>\nindexes: CREATE INDEX document_sections_embedding_hnsw_idx ON public.document_sections USING hnsw (embedding vector_ip_ops)"
-      },
-      {
-        "name": "user A search returns only own sections, best match first",
-        "passed": true
-      },
-      {
-        "name": "user B search returns only own sections, best match first",
-        "passed": true
-      },
-      {
-        "name": "user A reads only own sections through the API",
-        "passed": true
-      },
-      {
-        "name": "user A reads only own documents through the API",
-        "passed": true
-      }
-    ],
-    "skills": {
-      "available": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ],
-      "loaded": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ]
-    },
-    "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"pgvector semantic search match documents RLS HNSW vector extension Edge Functions\", limit: 5) { nodes { ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#monitoring-api-events",
+              "title": "Monitoring API events"
+            },
             {
-              "url": "https://supabase.com/docs/guides/ai/semantic-search",
-              "title": "Semantic search"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#practical-examples",
+              "title": "Practical examples"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/hybrid-search",
-              "title": "Hybrid search"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#finding-and-filtering-audit-logs",
+              "title": "Finding and filtering audit logs"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/rag-with-permissions",
-              "title": "RAG with Permissions"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#interpreting-audit-logs",
+              "title": "Interpreting Audit Logs"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/vector-indexes",
-              "title": "Vector indexes"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#object-logging",
+              "title": "Object logging"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/going-to-prod",
-              "title": "Going to Production"
-            }
-          ],
-          "resultChars": 52858
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase Edge Functions gte-small vector dimensions 384 match_document_sections\", limit: 8) { nodes { ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#global-logging",
+              "title": "Global logging"
+            },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/semantic-search",
-              "title": "Semantic Search"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#user-logging",
+              "title": "User logging"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
-              "title": "Automatic embeddings"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#session-logging",
+              "title": "Session logging"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/choosing-compute-addon",
-              "title": "Choosing your Compute Add-on"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#session-mode-categories",
+              "title": "Session mode categories"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/semantic-search",
-              "title": "Semantic search"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#configure-the-extension",
+              "title": "Configure the extension"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/recursive-functions",
-              "title": "Recursive / Nested Function Calls"
+              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit#enable-the-extension",
+              "title": "Enable the extension"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/langchain",
-              "title": "LangChain"
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes",
+              "title": "Postgres Changes"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/architecture",
-              "title": "Edge Functions Architecture"
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#filtering-for-specific-changes",
+              "title": "Filtering for specific changes"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/vector/working-with-indexes",
-              "title": "Working with Vector Indexes"
-            }
-          ],
-          "resultChars": 110370
-        },
-        {
-          "source": "web_search",
-          "query": "https://supabase.com/changelog.md",
-          "pages": [
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#delete-events-are-not-filterable",
+              "title": "Delete events are not filterable"
+            },
             {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ]
-        },
-        {
-          "source": "web_search",
-          "query": "site:supabase.com/changelog.md Supabase changelog pgvector Edge Functions semantic search",
-          "pages": []
-        }
-      ]
-    },
-    "prompt": "We're adding semantic search to our internal knowledge base app. I already wrote the edge functions, but search doesn't work yet. Can you set up whatever the database needs to make search work end to end?\n\nSome documents are confidential, so users should only have access to documents they own.",
-    "promptSourcePath": "evals/build-vectors-001-rag-with-permissions/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "codex-gpt-5.6/build-vectors-001-rag-with-permissions.json"
-  },
-  {
-    "experiment": "codex-gpt-5.6",
-    "experimentSuite": "benchmark",
-    "experimentDisplay": {
-      "agent": "codex",
-      "modelProvider": "openai",
-      "modelId": "gpt-5.6-sol",
-      "reasoningEffort": "medium"
-    },
-    "eval": "deploy-database-001-prometheus-metrics",
-    "stage": "deploy",
-    "product": [
-      "database"
-    ],
-    "topic": [
-      "observability"
-    ],
-    "suite": "benchmark",
-    "interface": "cli",
-    "passed": true,
-    "checks": [
-      {
-        "name": "preserved existing app scrape job",
-        "passed": true
-      },
-      {
-        "name": "configured the Supabase Metrics API scrape correctly",
-        "passed": true,
-        "judgeNotes": "Prometheus preserves the app job and adds a deployable Supabase scrape over HTTPS to /customer/v1/privileged/metrics for evalshostedprojectxy.supabase.co using basic_auth with password_file. docker-compose wires the matching password file via a Compose secret."
-      },
-      {
-        "name": "documented live deployment and verification steps",
-        "passed": true,
-        "judgeNotes": "README includes creating a Supabase Secret API key, storing it in the Compose secret file path, recreating the stack, and verifying via Prometheus targets plus a direct metrics API curl check."
-      }
-    ],
-    "skills": {
-      "available": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ],
-      "loaded": [
-        "supabase"
-      ]
-    },
-    "docs": {
-      "calls": [
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#spaces-in-table-names",
+              "title": "Spaces in table names"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#database-instance-and-realtime-performance",
+              "title": "Database instance and realtime performance"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#custom-tokens",
+              "title": "Custom tokens"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#private-schemas",
+              "title": "Private schemas"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#receiving-old-records",
+              "title": "Receiving old records"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#contained-in-list-in",
+              "title": "Contained in list (in)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#greater-than-or-equal-to-gte",
+              "title": "Greater than or equal to (gte)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#greater-than-gt",
+              "title": "Greater than (gt)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#less-than-or-equal-to-lte",
+              "title": "Less than or equal to (lte)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#available-filters",
+              "title": "Available filters"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#limitations",
+              "title": "Limitations"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#listening-to-multiple-changes",
+              "title": "Listening to multiple changes"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#listening-to-specific-tables",
+              "title": "Listening to specific tables"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#listening-to-delete-events",
+              "title": "Listening to DELETE events"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#listening-to-update-events",
+              "title": "Listening to UPDATE events"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#listening-to-insert-events",
+              "title": "Listening to INSERT events"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#listening-to-specific-schemas",
+              "title": "Listening to specific schemas"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#usage",
+              "title": "Usage"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#quick-start",
+              "title": "Quick start"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#refreshed-tokens",
+              "title": "Refreshed tokens"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#less-than-lt",
+              "title": "Less than (lt)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#not-equal-to-neq",
+              "title": "Not equal to (neq)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes#equal-to-eq",
+              "title": "Equal to (eq)"
+            }
+          ],
+          "resultChars": 390869
+        },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Prometheus metrics endpoint customer v1 privileged metrics service_role basic auth hosted project\", limit: 5) { nodes { __typename title href content } } }",
+          "query": "query { searchDocs(query: \"Supabase Queues quickstart JavaScript Edge Function pgmq_public read delete messages\", limit: 6) { nodes { ... on Guide { title href content subsections { nodes { title href content } } } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
-              "title": "Vendor-agnostic Metrics API setup"
+              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions",
+              "title": "Consuming Supabase Queue Messages with Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted",
-              "title": "Metrics API with Prometheus & Grafana (self-hosted)"
+              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions#concepts",
+              "title": "Concepts"
             },
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud",
-              "title": "Metrics API with Grafana Cloud"
+              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions#consuming-messages-in-an-edge-function",
+              "title": "Consuming messages in an Edge Function"
             },
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
-              "title": "Metrics API"
+              "url": "https://supabase.com/docs/guides/queues/api",
+              "title": "API"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicreadqueue_name-sleep_seconds-n",
+              "title": "pgmq_public.read(queue_name, sleep_seconds, n)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicdeletequeue_name-message_id",
+              "title": "pgmq_public.delete(queue_name, message_id)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicarchivequeue_name-message_id",
+              "title": "pgmq_public.archive(queue_name, message_id)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicsend_batchqueue_name-messages-sleep_seconds",
+              "title": "pgmq_public.send_batch(queue_name, messages, sleep_seconds)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicsendqueue_name-message-sleep_seconds",
+              "title": "pgmq_public.send(queue_name, message, sleep_seconds)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/api#pgmq_publicpopqueue_name",
+              "title": "pgmq_public.pop(queue_name)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues",
+              "title": "Supabase Queues"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues#resources",
+              "title": "Resources"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues#features",
+              "title": "Features"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart",
+              "title": "Quickstart"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#enqueueing-and-dequeueing-messages",
+              "title": "Enqueueing and dequeueing messages"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#create-queues",
+              "title": "Create Queues"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#what-happens-when-you-create-a-queue",
+              "title": "What happens when you create a queue?"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#expose-queues-to-client-side-consumers",
+              "title": "Expose Queues to client-side consumers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#enable-rls-on-your-tables-in-pgmq-schema",
+              "title": "Enable RLS on your tables in pgmq schema"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#grant-permissions-to-pgmq_public-database-functions",
+              "title": "Grant permissions to pgmq_public database functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#concepts",
+              "title": "Concepts"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#pull-based-queue",
+              "title": "Pull-Based Queue"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#message",
+              "title": "Message"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/queues/quickstart#queue-types",
+              "title": "Queue types"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/extensions/pgmq",
+              "title": "pgmq: Queues"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres",
+              "title": "Integrating with Supabase Database (Postgres)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres#using-a-postgres-client",
+              "title": "Using a Postgres client"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres#ssl-connections",
+              "title": "SSL connections"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres#production",
+              "title": "Production"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres#local-development",
+              "title": "Local development"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres#using-supabase-js",
+              "title": "Using supabase-js"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres#using-drizzle",
+              "title": "Using Drizzle"
             }
           ],
-          "resultChars": 20081
+          "resultChars": 104419
         },
         {
           "source": "shell_fetch",
-          "query": "/bin/bash -lc \"curl -fsSL https://supabase.com/changelog.md | rg -n -i 'metrics|prometheus|breaking-change' | head -80\"",
-          "hasContent": true,
+          "query": "/bin/bash -lc \"cat .claude/skills/supabase-postgres-best-practices/references/security-privileges.md; printf '\\\\n--- cron docs query via curl fallback excerpt ---\\\\n'; curl -fsSL https://supabase.com/docs/guides/cron/quickstart | rg -o -C 3 \\\"cron\\\\.schedule[\\\\s\\\\S]{0,500}\\\" | head -n 80 || true\"",
           "pages": [
             {
-              "url": "https://supabase.com/changelog.md"
+              "url": "https://supabase.com/docs/guides/cron/quickstart"
             }
           ],
-          "resultChars": 3574
+          "resultChars": 28446
         }
       ]
     },
-    "prompt": "Can you wire my Supabase project metrics into our existing observability stack and document\nin the observability README what we need to do to make the config live?",
-    "promptSourcePath": "evals/deploy-database-001-prometheus-metrics/PROMPT.md",
+    "prompt": "I want to set up a recurring background workflow on my local Supabase stack.\n\nCan you set up a cron job called `enqueue-tasks` to run every minute and push a task into a queue called `tasks`? Then add a `process-tasks` edge function that reads messages off the `tasks` queue and removes them, so a scheduled worker can keep the backlog drained.",
+    "promptSourcePath": "evals/build-cli-003-pg-cron-queue-workflow/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "codex-gpt-5.6/deploy-database-001-prometheus-metrics.json"
+    "sourcePath": "codex-gpt-5.6/build-cli-003-pg-cron-queue-workflow.json"
   },
   {
     "experiment": "codex-gpt-5.6",
@@ -15298,35 +14841,44 @@
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "deploy-functions-001-edge-function-secrets",
-    "stage": "deploy",
+    "eval": "build-dataapi-001-relational-report",
+    "stage": "build",
     "product": [
-      "edge-functions"
+      "data-api",
+      "database"
     ],
     "topic": [
-      "security"
+      "sdk"
     ],
     "suite": "benchmark",
     "interface": "cli",
+    "cliVersion": "2.109.1",
     "passed": true,
     "checks": [
       {
-        "name": "WEATHER_API_KEY is set as a Function secret on the project",
-        "passed": true
+        "name": "report runs and prints JSON",
+        "passed": true,
+        "notes": "exit 0"
       },
       {
-        "name": "the weather function is deployed to the project",
+        "name": "report numbers match the database (per customer, sorted)",
         "passed": true,
-        "notes": "status ACTIVE"
+        "notes": "expected [{\"customer\":\"Ada Lovelace\",\"orderCount\":2,\"totalCents\":41900,\"topProduct\":\"Keyboard\"},{\"customer\":\"Grace Hopper\",\"orderCount\":2,\"totalCents\":15600,\"topProduct\":\"Cable\"},{\"customer\":\"Linus Pauling\",\"orderCount\":1,\"totalCents\":66500,\"topProduct\":\"Monitor\"}], got [{\"customer\":\"Ada Lovelace\",\"orderCount\":2,\"totalCents\":41900,\"topProduct\":\"Keyboard\"},{\"customer\":\"Grace Hopper\",\"orderCount\":2,\"totalCents\":15600,\"topProduct\":\"Cable\"},{\"customer\":\"Linus Pauling\",\"orderCount\":1,\"totalCents\":66500,\"topProduct\":\"Monitor\"}]"
       },
       {
-        "name": "the weather function reads WEATHER_API_KEY from the environment",
+        "name": "tables stay locked down (publishable key reads nothing)",
         "passed": true,
-        "judgeNotes": "The function reads WEATHER_API_KEY from the runtime environment using Deno.env.get(\"WEATHER_API_KEY\")."
+        "notes": "publishable read errored: permission denied for table customers"
       },
       {
-        "name": "WEATHER_API_KEY value is not committed to the repo",
-        "passed": true
+        "name": "implementation uses @supabase/supabase-js",
+        "passed": true,
+        "notes": "imports found in: app/report.mjs"
+      },
+      {
+        "name": "report queries via the Data API, not raw SQL",
+        "passed": true,
+        "notes": "no psql / raw Postgres driver usage found"
       }
     ],
     "skills": {
@@ -15343,90 +14895,176 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Edge Functions secrets environment variables WEATHER_API_KEY deploy CLI invoke CORS\", limit: 6) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"supabase-js Node createClient secret key select nested relationships foreign tables order limit pagination max rows\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres",
+              "title": "Integrating with Supabase Database (Postgres)"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/secrets",
-              "title": "Environment Variables"
+              "url": "https://supabase.com/docs/guides/troubleshooting/performing-administration-tasks-on-the-server-side-with-the-servicerole-secret-BYM4Fa",
+              "title": "Performing administration tasks on the server side with a secret key"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/development-environment",
-              "title": "Development Environment"
+              "url": "https://supabase.com/docs/guides/api/creating-routes",
+              "title": "Creating API Routes"
             },
             {
-              "url": "https://supabase.com/docs/guides/deployment/branching/troubleshooting",
-              "title": "Troubleshooting"
+              "url": "https://supabase.com/docs/guides/database/connecting-to-postgres/serverless-drivers",
+              "title": "Serverless Drivers"
             },
             {
-              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms",
-              "title": "Supabase for Platforms"
-            },
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
+            }
+          ],
+          "resultChars": 26243
+        },
+        {
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc \"set -e\nprintf '%s\\\\n' '--- changelog relevant scan ---'\ncurl -fsSL https://supabase.com/changelog.md | rg -i -n -m 20 'breaking-change|secret key|api key|postgrest|supabase-js' || true\nprintf '%s\\\\n' '--- git status/log ---'\ngit status --short && git log --oneline -5\nprintf '%s\\\\n' '--- supabase status ---'\nsupabase status -o env\nprintf '%s\\\\n' '--- node/npm ---'\nnode --version && npm --version\"",
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/features",
-              "title": "Features"
+              "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 64693
+          "resultChars": 1483
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase Edge Functions deploy secrets set env-file Deno.env.get invoke no verify jwt browser CORS\", limit: 10) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"secret API keys sb_secret createClient Authorization header backend supabase-js\", limit: 6) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/functions/secrets",
-              "title": "Environment Variables"
+              "url": "https://supabase.com/docs/guides/troubleshooting/performing-administration-tasks-on-the-server-side-with-the-servicerole-secret-BYM4Fa",
+              "title": "Performing administration tasks on the server side with a secret key"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/quickstart-dashboard",
-              "title": "Getting Started with Edge Functions (Dashboard)"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/inspecting-edge-function-environment-variables-wg5qOQ",
-              "title": "Inspecting edge function environment variables"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/examples/openai",
-              "title": "Generating OpenAI GPT3 completions"
+              "url": "https://supabase.com/docs/guides/functions/auth",
+              "title": "Securing Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/auth/passkeys",
+              "title": "Passkey authentication"
             },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-nextjs",
+              "title": "Build a User Management App with Next.js"
+            }
+          ],
+          "resultChars": 92897
+        }
+      ]
+    },
+    "prompt": "We need the nightly sales report working. `app/report.mjs` has the spec in a\ncomment — it runs in our Node backend worker and prints a JSON summary of what\neach customer has ordered.\n\nThe data lives in the Supabase project in `supabase/` (already running\nlocally). Finish the script and make sure it prints the right numbers.",
+    "promptSourcePath": "evals/build-dataapi-001-relational-report/PROMPT.md",
+    "attempts": 2,
+    "sourcePath": "codex-gpt-5.6/build-dataapi-001-relational-report.json"
+  },
+  {
+    "experiment": "codex-gpt-5.6",
+    "experimentSuite": "benchmark",
+    "experimentDisplay": {
+      "agent": "codex",
+      "modelProvider": "openai",
+      "modelId": "gpt-5.6-sol",
+      "reasoningEffort": "medium"
+    },
+    "eval": "build-dataapi-002-restock-alert-report",
+    "stage": "build",
+    "product": [
+      "data-api",
+      "database"
+    ],
+    "topic": [
+      "sdk"
+    ],
+    "suite": "benchmark",
+    "interface": "cli",
+    "cliVersion": "2.109.1",
+    "passed": false,
+    "checks": [
+      {
+        "name": "report runs and prints JSON",
+        "passed": true,
+        "notes": "exit 0"
+      },
+      {
+        "name": "alerts match the database (below threshold, sorted)",
+        "passed": true,
+        "notes": "expected [{\"warehouse\":\"North DC\",\"product\":\"Gizmo\",\"quantity\":3,\"reorderThreshold\":10,\"supplierEmail\":\"acme@example.com\"},{\"warehouse\":\"North DC\",\"product\":\"Widget\",\"quantity\":5,\"reorderThreshold\":20,\"supplierEmail\":\"acme@example.com\"},{\"warehouse\":\"South DC\",\"product\":\"Gadget\",\"quantity\":2,\"reorderThreshold\":15,\"supplierEmail\":\"parts@example.com\"},{\"warehouse\":\"West DC\",\"product\":\"Gadget\",\"quantity\":0,\"reorderThreshold\":15,\"supplierEmail\":\"parts@example.com\"}], got [{\"warehouse\":\"North DC\",\"product\":\"Gizmo\",\"quantity\":3,\"reorderThreshold\":10,\"supplierEmail\":\"acme@example.com\"},{\"warehouse\":\"North DC\",\"product\":\"Widget\",\"quantity\":5,\"reorderThreshold\":20,\"supplierEmail\":\"acme@example.com\"},{\"warehouse\":\"South DC\",\"product\":\"Gadget\",\"quantity\":2,\"reorderThreshold\":15,\"supplierEmail\":\"parts@example.com\"},{\"warehouse\":\"West DC\",\"product\":\"Gadget\",\"quantity\":0,\"reorderThreshold\":15,\"supplierEmail\":\"parts@example.com\"}]"
+      },
+      {
+        "name": "tables stay locked down (publishable key reads nothing)",
+        "passed": true,
+        "notes": "publishable read errored: permission denied for table inventory"
+      },
+      {
+        "name": "implementation uses @supabase/supabase-js",
+        "passed": false,
+        "notes": "no @supabase/supabase-js import found — this eval requires the SDK"
+      },
+      {
+        "name": "report queries via the Data API, not raw SQL",
+        "passed": true,
+        "notes": "no psql / raw Postgres driver usage found"
+      }
+    ],
+    "skills": {
+      "available": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ],
+      "loaded": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ]
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"supabase-js select foreign tables relationships server service role Node\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
               "url": "https://supabase.com/docs/guides/database/connecting-to-postgres/serverless-drivers",
               "title": "Serverless Drivers"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
+              "url": "https://supabase.com/docs/guides/ai/engineering-for-scale",
+              "title": "Engineering for Scale"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/websockets",
-              "title": "Handling WebSockets"
+              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres",
+              "title": "Integrating with Supabase Database (Postgres)"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions",
-              "title": "Edge Functions"
+              "url": "https://supabase.com/docs/guides/integrations",
+              "title": "Integrations"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/quickstart",
-              "title": "Getting Started with Edge Functions"
+              "url": "https://supabase.com/docs/guides/database/secure-data",
+              "title": "Securing your data"
             }
           ],
-          "resultChars": 82037
+          "resultChars": 22401
         }
       ]
     },
-    "prompt": "Our weather widget currently calls WeatherAPI straight from the browser, which\nleaks our API key. I want to move that behind a Supabase Edge Function called\n`weather` that holds the key server-side and proxies the request.\n\nThe function should read the key from an environment variable named\n`WEATHER_API_KEY`. Our key already lives in a local `.env` file at the project\nroot.\n\nDeploy the function to our project so it's live, and make sure the deployed\nfunction can actually read the key at runtime.",
-    "promptSourcePath": "evals/deploy-functions-001-edge-function-secrets/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "codex-gpt-5.6/deploy-functions-001-edge-function-secrets.json"
+    "prompt": "Purchasing needs a restock alert. `app/restock.mjs` has the spec in a\ncomment — it runs in our Node backend worker and prints a JSON list of what\nneeds reordering, with who to email about it.\n\nThe data lives in the Supabase project in `supabase/` (already running\nlocally). Finish the script and make sure it prints the right alerts.",
+    "promptSourcePath": "evals/build-dataapi-002-restock-alert-report/PROMPT.md",
+    "attempts": 2,
+    "sourcePath": "codex-gpt-5.6/build-dataapi-002-restock-alert-report.json"
   },
   {
     "experiment": "codex-gpt-5.6",
@@ -15437,34 +15075,36 @@
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "deploy-self-hosting-001-docker-compose",
-    "stage": "deploy",
+    "eval": "build-database-001-migrate-postgres-to-supabase",
+    "stage": "build",
     "product": [
-      "database",
-      "auth",
-      "storage"
+      "database"
     ],
     "topic": [
-      "self-hosting"
+      "migrations"
     ],
     "suite": "benchmark",
     "interface": "cli",
     "passed": true,
     "checks": [
       {
-        "name": "cloned the self-host stack (docker-compose.yml + volumes/db)",
+        "name": "all 3 tables exist (teams, members, tasks)",
         "passed": true
       },
       {
-        "name": "didn't conflate with the CLI (no supabase/config.toml in the stack)",
+        "name": "row counts match (teams=5, members=10, tasks=13)",
         "passed": true
       },
       {
-        "name": "secrets rotated off the shipped defaults",
+        "name": "foreign key constraints survived the restore",
         "passed": true
       },
       {
-        "name": "ANON_KEY and SERVICE_ROLE_KEY are HS256 JWTs signed by JWT_SECRET",
+        "name": "tasks_team_status_idx index survived the restore",
+        "passed": true
+      },
+      {
+        "name": "sequences synced (next insert won't conflict with existing IDs)",
         "passed": true
       }
     ],
@@ -15473,66 +15113,57 @@
         "supabase",
         "supabase-postgres-best-practices"
       ],
-      "loaded": []
+      "loaded": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ]
     },
     "docs": {
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"self-hosting Docker docker-compose .env secrets JWT keys Vault logflare pooler official\", limit: 8) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"restore pg_dump custom format local Supabase pg_restore roles ownership\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
-              "title": "New API Keys and Asymmetric Authentication"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth",
-              "title": "Configure Social Login (OAuth) Providers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker",
-              "title": "Self-Hosting with Docker"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy",
-              "title": "Envoy API Gateway"
+              "url": "https://supabase.com/docs/guides/self-hosting/restore-from-platform",
+              "title": "Restore a Platform Project to Self-Hosted"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-phone-mfa",
-              "title": "Configure Phone Login & MFA"
+              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/postgres",
+              "title": "Migrate from Postgres to Supabase"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates",
-              "title": "Custom Email Templates"
+              "url": "https://supabase.com/docs/guides/troubleshooting/transferring-from-cloud-to-self-host-in-supabase-2oWNvW",
+              "title": "Transferring from platform to self-hosted Supabase"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
+              "url": "https://supabase.com/docs/guides/local-development/restoring-downloaded-backup",
+              "title": "Restoring a downloaded backup locally"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
-              "title": "Configure S3 Storage"
+              "url": "https://supabase.com/docs/guides/self-hosting/remove-superuser-access",
+              "title": "Remove Superuser Access from Studio"
             }
           ],
-          "resultChars": 131466
+          "resultChars": 38152
         },
         {
           "source": "shell_fetch",
-          "query": "/bin/bash -lc \"set -e\nprintf '%s\\\\n' '--- changelog tags relevant to self-hosting ---'\ncurl -fsSL https://supabase.com/changelog.md | rg -i -n -m 30 'breaking-change|self-host|docker|auth key|api key' || true\nrm -rf /tmp/supabase-upstream\ngit clone --depth 1 --filter=blob:none --sparse https://github.com/supabase/supabase.git /tmp/supabase-upstream >/tmp/supabase-clone.log 2>&1\ngit -C /tmp/supabase-upstream sparse-checkout set docker\nprintf '%s\\\\n' '--- upstream revision ---'\ngit -C /tmp/supabase-upstream rev-parse HEAD\ngit -C /tmp/supabase-upstream log -1 --format='%cI %s'\nprintf '%s\\\\n' '--- docker files ---'\nfind /tmp/supabase-upstream/docker -maxdepth 3 -type f | sed 's#/tmp/supabase-upstream/docker/##' | sort | sed -n '1,240p'\nprintf '%s\\\\n' '--- docker changelog head ---'\nsed -n '1,220p' /tmp/supabase-upstream/docker/CHANGELOG.md\nprintf '%s\\\\n' '--- env variables ---'\nsed -n '1,260p' /tmp/supabase-upstream/docker/.env.example\"",
+          "query": "/bin/bash -lc \"set -o pipefail\nprintf '%s\\\\n' '--- workspace ---'\nfind . -maxdepth 2 -type f -printf '%p %s bytes\\\\n' | sort\nprintf '%s\\\\n' '--- versions ---'\nsupabase --version\npg_restore --version\npsql --version\ndocker --version\nprintf '%s\\\\n' '--- dump type ---'\nfile source.dump\nprintf '%s\\\\n' '--- dump header/list preview ---'\npg_restore --list source.dump | sed -n '1,80p'\nprintf '%s\\\\n' '--- changelog relevant lines ---'\ncurl -fsSL https://supabase.com/changelog.md | rg -i -m 10 'breaking-change|restore|backup|postgres' || true\"",
           "pages": [
             {
               "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 29108
+          "resultChars": 1907
         }
       ]
     },
-    "prompt": "I'm moving off the hosted Supabase and running the whole thing myself on a VPS I\njust spun up. Can you get a Docker setup ready for me to copy onto the box?\n\nI don't need it running here, I'll do the actual bring-up once I'm on the\nserver. I just want everything in place and the secrets set up. Put it in a `supabase-docker/`\nfolder at the repo root so I can scp the whole thing across in one go.",
-    "promptSourcePath": "evals/deploy-self-hosting-001-docker-compose/PROMPT.md",
+    "prompt": "I have an existing Postgres database I want to migrate to Supabase. There's a binary dump at `source.dump` in the current directory.\n\nCan you set up a local Supabase project and restore the dump into it?",
+    "promptSourcePath": "evals/build-database-001-migrate-postgres-to-supabase/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "codex-gpt-5.6/deploy-self-hosting-001-docker-compose.json"
+    "sourcePath": "codex-gpt-5.6/build-database-001-migrate-postgres-to-supabase.json"
   },
   {
     "experiment": "codex-gpt-5.6",
@@ -15543,12 +15174,15 @@
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "investigate-auth-001-deleted-user-access",
-    "stage": "investigate",
+    "eval": "build-functions-004-service-role-bypass",
+    "stage": "build",
     "product": [
-      "auth"
+      "edge-functions",
+      "auth",
+      "database"
     ],
     "topic": [
+      "rls",
       "security",
       "sdk"
     ],
@@ -15557,34 +15191,29 @@
     "passed": true,
     "checks": [
       {
-        "name": "victim session active before delete-account",
-        "passed": true
-      },
-      {
-        "name": "delete_account flow ran for the victim",
-        "passed": true
-      },
-      {
-        "name": "delete-account revokes the user's sessions",
+        "name": "rejects missing auth",
         "passed": true,
-        "notes": "sessions left: 0"
+        "notes": "status=401"
       },
       {
-        "name": "deleted user's refresh token is rejected",
-        "passed": true
+        "name": "user A reads own note",
+        "passed": true,
+        "notes": "status=200"
       },
       {
-        "name": "deleted user cannot sign back in",
-        "passed": true
+        "name": "reads only with the caller's JWT",
+        "passed": true,
+        "notes": "bearer_tokens=2, all_match=true"
       },
       {
-        "name": "other users keep their sessions and access",
-        "passed": true
+        "name": "user A cannot force-read user B note",
+        "passed": true,
+        "notes": "status=403"
       },
       {
-        "name": "diagnosed and explained session revocation",
+        "name": "user B cannot force-read user A note",
         "passed": true,
-        "judgeNotes": "The answer identifies the soft-delete-only root cause, implements deletion of auth.users and RLS checks to close the data path for stale JWTs, consistently explains that JWTs remain cryptographically valid until exp while data access is blocked by the implemented RLS, and correctly distinguishes publishable/frontend/RLS keys from secret/backend/bypass-RLS keys."
+        "notes": "status=403"
       }
     ],
     "skills": {
@@ -15601,100 +15230,89 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"delete user existing access token session revoke refresh token admin deleteUser signOut scope global\", limit: 8) { nodes { ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } ... on TroubleshootingGuide { title href content } } } }",
+          "query": "query { searchDocs(query: \"Edge Functions authenticate user Authorization header createClient auth getUser service role RLS\", limit: 5) { nodes { ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } ... on TroubleshootingGuide { title href content } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-signout"
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-nextjs",
+              "title": "Build a User Management App with Next.js"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/signout",
-              "title": "Signing out"
+              "url": "https://supabase.com/docs/guides/troubleshooting/why-is-my-service-role-key-client-getting-rls-errors-or-not-returning-data-7_1K9z",
+              "title": "Why is my service role key client getting RLS errors or not returning data?"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-admin-deleteuser"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/oauth-server/oauth-flows",
-              "title": "OAuth 2.1 Flows"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/javascript/auth-admin-signout"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/dart/auth-admin-deleteuser"
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/sso/multiple-providers",
-              "title": "Multiple SSO Providers"
+              "url": "https://supabase.com/docs/guides/functions/auth-headers",
+              "title": "Authorization headers"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
-              "title": "User Management"
+              "url": "https://supabase.com/docs/guides/api/securing-your-api",
+              "title": "Securing your API"
             }
           ],
-          "resultChars": 68746
+          "resultChars": 76332
         },
         {
           "source": "shell_fetch",
-          "query": "/bin/bash -lc \"cat .agents/skills/supabase-postgres-best-practices/references/security-privileges.md; printf '\\\\n---RLS---\\\\n'; cat .agents/skills/supabase-postgres-best-practices/references/security-rls-basics.md; printf '\\\\n---CHANGELOG MATCHES---\\\\n'; curl -fsSL https://supabase.com/changelog.md | rg -i -n 'breaking-change|auth|jwt|api key|publishable|secret' | head -80\"",
+          "query": "/bin/bash -lc 'curl -fsSL https://supabase.com/changelog.md | rg -n -i \"breaking|edge function|jwt|auth\" | head -80'",
+          "hasContent": true,
           "pages": [
             {
               "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 14841
+          "resultChars": 14554
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"publishable key secret key RLS bypass service_role anon new API keys sb_publishable sb_secret\", limit: 10) { nodes { ... on Guide { title href content } ... on ManagementApiReference { title href content } ... on TroubleshootingGuide { title href content } } } }",
+          "query": "query { searchDocs(query: \"Edge Functions default secrets SUPABASE_ANON_KEY Authorization header getUser createClient\", limit: 8) { nodes { ... on Guide { title href content } ... on TroubleshootingGuide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
-              "title": "Understanding API keys"
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/secrets",
+              "title": "Environment Variables"
             },
             {
               "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
               "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
-              "title": "Row Level Security"
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/security/access-control",
-              "title": "Storage Access Control"
+              "url": "https://supabase.com/docs/guides/functions/auth",
+              "title": "Securing Edge Functions"
             },
             {
               "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
               "title": "New API Keys and Asymmetric Authentication"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/signing-keys",
-              "title": "JWT Signing Keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy",
-              "title": "Envoy API Gateway"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/why-is-my-service-role-key-client-getting-rls-errors-or-not-returning-data-7_1K9z",
-              "title": "Why is my service role key client getting RLS errors or not returning data?"
+              "url": "https://supabase.com/docs/guides/functions/auth-headers",
+              "title": "Authorization headers"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/secure-data",
-              "title": "Securing your data"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
+              "title": "Self-Hosted Functions"
             }
           ],
-          "resultChars": 137700
+          "resultChars": 74768
         }
       ]
     },
-    "prompt": "Last week support removed a user through our app's delete-account flow — the\napp calls the `delete_account` function over RPC as the signed-in user. This\nmorning that same person was back: still signed in, reading and saving their\ndata like nothing happened.\n\nFigure out why the account still works, fix the flow so a deleted account\nloses access, and tell me whether there is any window where they could still\nget in after the fix.\n\nOne more thing while you're at it: we're migrating off the legacy\nanon/service_role API keys to the new publishable and secret keys, and the\nteam isn't sure which one belongs in the frontend and what each means for\nRLS. Give us a quick rundown.",
-    "promptSourcePath": "evals/investigate-auth-001-deleted-user-access/PROMPT.md",
+    "prompt": "I built an Edge Function called `private-notes` for showing a user's saved\nprivate notes.\n\nCan you check whether there's any way one user could see another user's notes?\n\nPlease fix and deploy it if needed.",
+    "promptSourcePath": "evals/build-functions-004-service-role-bypass/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "codex-gpt-5.6/investigate-auth-001-deleted-user-access.json"
+    "sourcePath": "codex-gpt-5.6/build-functions-004-service-role-bypass.json"
   },
   {
     "experiment": "codex-gpt-5.6",
@@ -15705,44 +15323,67 @@
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "investigate-realtime-001-subscribed-no-events",
-    "stage": "investigate",
+    "eval": "build-functions-005-dual-auth-user-secret",
+    "stage": "build",
     "product": [
-      "realtime",
+      "edge-functions",
+      "auth",
       "database"
     ],
     "topic": [
-      "sdk"
+      "sdk",
+      "rls",
+      "security"
     ],
     "suite": "benchmark",
-    "interface": "mcp",
+    "interface": "cli",
+    "cliVersion": "2.109.1",
     "passed": true,
     "checks": [
       {
-        "name": "orders table added to supabase_realtime publication",
-        "passed": true
+        "name": "seed rows present",
+        "passed": true,
+        "notes": "found 2/2 seeded rows"
       },
       {
-        "name": "courier_locations still in supabase_realtime publication",
-        "passed": true
+        "name": "rejects request with no credentials",
+        "passed": true,
+        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
       },
       {
-        "name": "publication still publishes INSERT events",
-        "passed": true
+        "name": "user with JWT reads only their own rows",
+        "passed": true,
+        "notes": "status 200: [{\"user_id\":\"06e8a112-a6c1-49c7-b75f-d892745a6ff8\",\"metric\":\"steps_a_mt93n62y\",\"value\":111}]"
       },
       {
-        "name": "RLS still enabled on orders",
-        "passed": true
+        "name": "user cannot read another user's rows by passing user_id",
+        "passed": true,
+        "notes": "status 200: [{\"user_id\":\"06e8a112-a6c1-49c7-b75f-d892745a6ff8\",\"metric\":\"steps_a_mt93n62y\",\"value\":111}]"
       },
       {
-        "name": "staff can still read orders through RLS",
+        "name": "service key bypasses RLS to read the target user's rows",
         "passed": true,
-        "notes": "authenticated sees 2 of 2 orders"
+        "notes": "status 200: [{\"user_id\":\"26e392bf-102e-460c-b1b5-7bc58fd3552b\",\"metric\":\"steps_b_mt93n62y\",\"value\":222}]"
       },
       {
-        "name": "diagnosed missing publication membership",
+        "name": "non-service key is not granted service access",
+        "passed": true,
+        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
+      },
+      {
+        "name": "rejects an unverified (forged) user token",
+        "passed": true,
+        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
+      },
+      {
+        "name": "a user token in the apikey slot is not treated as the service key",
+        "passed": true,
+        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
+      },
+      {
+        "name": "implementation uses @supabase/server",
         "passed": true,
-        "judgeNotes": "Identified orders missing from supabase_realtime despite SUBSCRIBED channel, fixed with ALTER PUBLICATION ADD TABLE public.orders, preserved courier_locations and RLS/policies."
+        "notes": "imports @supabase/server / withSupabase"
       }
     ],
     "skills": {
@@ -15757,50 +15398,158 @@
     },
     "docs": {
       "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Edge Functions JWT verification Authorization header service role apikey header Deno serve createClient auth getUser\", limit: 8) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/functions/websockets",
+              "title": "Handling WebSockets"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth-headers",
+              "title": "Authorization headers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/http-methods",
+              "title": "Routing"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/resumable-websockets",
+              "title": "Resumable WebSockets with Edge Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions",
+              "title": "Edge Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/why-is-my-service-role-key-client-getting-rls-errors-or-not-returning-data-7_1K9z",
+              "title": "Why is my service role key client getting RLS errors or not returning data?"
+            }
+          ],
+          "resultChars": 60939
+        },
         {
           "source": "shell_fetch",
-          "query": "/bin/bash -lc \"printf '%s\\\\n' '--- files ---'; rg --files -g '\"'!node_modules'\"' -g '\"'!dist'\"' | sed -n '1,240p'; printf '%s\\\\n' '--- realtime/order refs ---'; rg -n \\\"postgres_changes|orders|courier|supabase_realtime|publication\\\" -g '\"'!node_modules'\"' -g '\"'!dist'\"' . || true; printf '%s\\\\n' '--- changelog realtime refs ---'; curl -fsSL https://supabase.com/changelog.md | rg -n -i \\\"realtime|postgres_changes|publication\\\" | head -40 || true\"",
+          "query": "/bin/bash -lc \"printf '%s\\\\n' '--- changelog auth/function hits ---'; curl -fsSL https://supabase.com/changelog.md | rg -i -n -m 20 'breaking-change|edge function|secret key|api key|jwt'; printf '%s\\\\n' '--- files ---'; rg --files -g 'AGENTS.md' -g 'supabase/**' -g 'deno.json*' -g 'package.json' -g '*.sql' | sort; printf '%s\\\\n' '--- config ---'; test -f supabase/config.toml && sed -n '1,240p' supabase/config.toml; printf '%s\\\\n' '--- user_stats refs ---'; rg -n -i 'user_stats|user stats' . --glob '\"'!node_modules/**'\"' --glob '\"'!.git/**'\"'\"",
           "pages": [
             {
               "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 28635
+          "resultChars": 8006
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Postgres Changes enable table supabase_realtime publication add table postgres_changes RLS\", limit: 5) { nodes { ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
+          "query": "query { searchDocs(query: \"Securing Edge Functions withSupabase auth user secret multiple auth modes apikey Authorization\", limit: 10) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/realtime/subscribing-to-database-changes",
-              "title": "Subscribing to Database Changes"
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
             },
             {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes",
-              "title": "Postgres Changes"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/realtime/authorization",
-              "title": "Realtime Authorization"
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/realtime/benchmarks",
-              "title": "Benchmarks"
+              "url": "https://supabase.com/docs/guides/functions/auth",
+              "title": "Securing Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/features",
-              "title": "Features"
+              "url": "https://supabase.com/docs/guides/functions/auth-headers",
+              "title": "Authorization headers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/architecture",
+              "title": "Edge Functions Architecture"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth",
+              "title": "Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/secrets",
+              "title": "Environment Variables"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/auth-mfa",
+              "title": "Multi-Factor Authentication"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/secure-data",
+              "title": "Securing your data"
+            }
+          ],
+          "resultChars": 79785
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"@supabase/server withSupabase Edge Functions auth secret user API reference multiple authentication\", limit: 10) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth",
+              "title": "Securing Edge Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/choosing-a-server-package",
+              "title": "Which package to use"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/quickstarts/astrojs",
+              "title": "Use Supabase Auth with Astro"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/passkeys",
+              "title": "Passkey authentication"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth",
+              "title": "Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth-headers",
+              "title": "Authorization headers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/auth0",
+              "title": "Migrate from Auth0 to Supabase Auth"
             }
           ],
-          "resultChars": 92624
+          "resultChars": 102874
         }
       ]
     },
-    "prompt": "Our dispatch dashboard shows incoming orders as they happen. The courier\nlocation feed on the same page updates live without problems, but new orders\nonly show up after a page refresh.\n\nThe dashboard uses supabase-js to subscribe to INSERT events on the `orders`\ntable through postgres_changes, the same way it subscribes to courier\nlocations. The channel's status callback logs SUBSCRIBED and there are no\nerrors in the browser console.\n\nFigure out why no order events ever arrive and fix it.",
-    "promptSourcePath": "evals/investigate-realtime-001-subscribed-no-events/PROMPT.md",
+    "prompt": "Build and serve a Supabase Edge Function named `user-stats` for this project,\nreachable over HTTP at `/functions/v1/user-stats`.\n\nOur product stores per-user metrics in the existing `user_stats` table.\n\nTwo very different callers need to hit this one endpoint:\n\n1. **Our mobile app**, acting for a signed-in user. It sends that user's\n   Supabase access token. The endpoint should return the user's own stats.\n\n2. **Our internal billing service**, a trusted backend with no signed-in user.\n   It authenticates with the project's secret (service-role) key in the `apikey`\n   header, and names the target user with a `user_id` in the JSON request body.\n   It needs that user's stats.\n\nReturn the matching rows as JSON. The endpoint must be secure: only ever serve\nstats to a caller that is genuinely entitled to them, and turn away callers that\nare not.",
+    "promptSourcePath": "evals/build-functions-005-dual-auth-user-secret/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "codex-gpt-5.6/investigate-realtime-001-subscribed-no-events.json"
+    "sourcePath": "codex-gpt-5.6/build-functions-005-dual-auth-user-secret.json"
   },
   {
     "experiment": "codex-gpt-5.6",
@@ -15811,32 +15560,79 @@
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "investigate-reliability-003-edge-function-5xx-correlation",
-    "stage": "investigate",
+    "eval": "build-rls-003-org-roles-permissions",
+    "stage": "build",
     "product": [
-      "edge-functions"
+      "database",
+      "auth"
     ],
     "topic": [
-      "observability"
+      "rls",
+      "security"
     ],
     "suite": "benchmark",
     "interface": "mcp",
     "passed": true,
     "checks": [
       {
-        "name": "identified image-transform and the recurring 503 pattern",
-        "passed": true,
-        "judgeNotes": "The assistant explicitly identified `image-transform` as affected and described eight recurring 503 responses across 07:00–12:00 UTC on 2026-04-28, matching the required pattern."
+        "name": "RLS enabled on documents",
+        "passed": true
       },
       {
-        "name": "attributed recurring 503s to gateway/platform layer, not function code",
-        "passed": true,
-        "judgeNotes": "The assistant explicitly attributes the recurring image-transform 503s to the API Gateway/Edge Runtime/platform layer before invocation, not function code. This is grounded in valid observations: the 503s reached the gateway but had no Edge Function execution records, nearby invocations succeeded, and it distinguishes the unrelated avatar-upload 500 as an application-level error. It also advises not to redeploy or modify function/storage/database config."
+        "name": "viewer sees only documents in their org",
+        "passed": true
       },
       {
-        "name": "recommended a concrete next step",
-        "passed": true,
-        "judgeNotes": "The assistant recommended concrete next steps, including opening a Supabase support ticket with the project, UTC window, and request IDs, plus capturing specific failure metadata and adding retries."
+        "name": "viewer cannot insert",
+        "passed": true
+      },
+      {
+        "name": "editor can insert own org document",
+        "passed": true
+      },
+      {
+        "name": "editor can update own document",
+        "passed": true
+      },
+      {
+        "name": "editor cannot update another user's document",
+        "passed": true
+      },
+      {
+        "name": "editor cannot delete another user's document",
+        "passed": true
+      },
+      {
+        "name": "admin can update any document in their org",
+        "passed": true
+      },
+      {
+        "name": "admin can delete any document in their org",
+        "passed": true
+      },
+      {
+        "name": "admin cannot affect another org",
+        "passed": true
+      },
+      {
+        "name": "WITH CHECK blocks editor from moving document to another org",
+        "passed": true
+      },
+      {
+        "name": "editor can still see their own org's roster",
+        "passed": true
+      },
+      {
+        "name": "cannot see another org's membership roster",
+        "passed": true
+      },
+      {
+        "name": "a viewer role in one org doesn't grant admin power in another org",
+        "passed": true
+      },
+      {
+        "name": "multi-org user can act as admin in the org where they hold that role",
+        "passed": true
       }
     ],
     "skills": {
@@ -15852,82 +15648,49 @@
     "docs": {
       "calls": [
         {
-          "source": "web_search",
-          "query": "https://supabase.com/changelog.md",
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc \"find .agents/skills/supabase-postgres-best-practices/references -maxdepth 1 -type f | sort | rg 'security|rls|index' && curl -fsSL https://supabase.com/changelog.md | rg -n -i 'breaking-change|row level|rls|policy' | head -40\"",
           "pages": [
             {
               "url": "https://supabase.com/changelog.md"
             }
-          ]
-        },
-        {
-          "source": "web_search",
-          "query": "site:supabase.com/changelog.md Supabase changelog storage April 2026",
-          "pages": []
+          ],
+          "resultChars": 9206
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Edge Functions 503 gateway before invocation logs troubleshooting retry transient errors\", limit: 5) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"Row Level Security policies auth.uid organizations multi tenant security definer\", limit: 5) { nodes { ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/functions/status-codes",
-              "title": "Status codes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-503-response",
-              "title": "Edge Function 503 error response"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-504-error-response",
-              "title": "Edge Function 504 error response"
+              "url": "https://supabase.com/docs/guides/local-development/testing/pgtap-extended",
+              "title": "Advanced pgTAP Testing"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/recursive-functions",
-              "title": "Recursive / Nested Function Calls"
+              "url": "https://supabase.com/docs/guides/getting-started/features",
+              "title": "Features"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
-            }
-          ],
-          "resultChars": 43053
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"function_edge_logs execution_id function_id internal_failure 503\", limit: 3) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-503-response",
-              "title": "Edge Function 503 error response"
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-504-error-response",
-              "title": "Edge Function 504 error response"
+              "url": "https://supabase.com/docs/guides/resources/glossary",
+              "title": "Glossary"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-500-error-response",
-              "title": "Edge Function 500 error response"
+              "url": "https://supabase.com/docs/guides/database/postgres/column-level-security",
+              "title": "Column Level Security"
             }
           ],
-          "resultChars": 32009
-        },
-        {
-          "source": "web_search",
-          "query": "https://supabase.com/docs/guides/troubleshooting/edge-function-503-response",
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-503-response"
-            }
-          ]
+          "resultChars": 79622
         }
       ]
     },
-    "prompt": "Users have been reporting that image uploads are intermittently failing with server errors throughout the morning of `2026-04-28`.\n\nCan you investigate the project logs and tell me what is going on and what we\nshould do next?",
-    "promptSourcePath": "evals/investigate-reliability-003-edge-function-5xx-correlation/PROMPT.md",
-    "attempts": 2,
-    "sourcePath": "codex-gpt-5.6/investigate-reliability-003-edge-function-5xx-correlation.json"
+    "prompt": "Access control on our shared docs feature needs work, people can see and edit documents they shouldn't. Viewers should just be able to read, editors should only manage their own docs, and admins should be able to manage anything in their org. People should only be able to see who's in their own org.",
+    "promptSourcePath": "evals/build-rls-003-org-roles-permissions/PROMPT.md",
+    "attempts": 1,
+    "sourcePath": "codex-gpt-5.6/build-rls-003-org-roles-permissions.json"
   },
   {
     "experiment": "codex-gpt-5.6",
@@ -15938,12 +15701,11 @@
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "resolve-dataapi-001-empty-results",
-    "stage": "resolve",
+    "eval": "build-storage-001-private-bucket-access",
+    "stage": "build",
     "product": [
-      "data-api",
-      "database",
-      "auth"
+      "storage",
+      "database"
     ],
     "topic": [
       "rls",
@@ -15954,33 +15716,42 @@
     "passed": true,
     "checks": [
       {
-        "name": "RLS still enabled on bookmarks",
+        "name": "bucket user-files exists",
         "passed": true
       },
       {
-        "name": "user A reads own bookmarks",
+        "name": "bucket user-files is private",
         "passed": true
       },
       {
-        "name": "user B cannot read user A bookmarks",
+        "name": "RLS still enabled on storage.objects",
         "passed": true
       },
       {
-        "name": "anon reads no bookmarks",
+        "name": "user A lists only own files",
+        "passed": true,
+        "notes": "saw: 01a03a85-cb14-729a-a0b2-f7672f0b7524/receipt-alpha.pdf, 01a03a85-cb14-729a-a0b2-f7672f0b7524/receipt-beta.pdf"
+      },
+      {
+        "name": "user B cannot read user A files",
         "passed": true
       },
       {
-        "name": "user A can save a new bookmark",
+        "name": "anon reads no files",
         "passed": true
       },
       {
-        "name": "user B cannot insert a bookmark as user A",
+        "name": "user A can upload into own folder",
         "passed": true
       },
       {
-        "name": "diagnosed RLS and added owner-scoped policies",
+        "name": "user B cannot upload into user A folder",
+        "passed": true
+      },
+      {
+        "name": "configured private per-user storage access",
         "passed": true,
-        "judgeNotes": "Diagnosed RLS enabled with no policies causing deny-all Data API behavior, kept RLS enabled, and created authenticated SELECT and INSERT policies scoped to user_id = auth.uid() with WITH CHECK for inserts. No permissive/public/anon policies or RLS disabling."
+        "judgeNotes": "Private bucket, authenticated owner-scoped SELECT/INSERT RLS policies, and a short-lived createSignedUrl flow are correctly provided. RLS remained active and cross-user access was tested."
       }
     ],
     "skills": {
@@ -15997,48 +15768,91 @@
       "calls": [
         {
           "source": "shell_fetch",
-          "query": "/bin/bash -lc \"cat .agents/skills/supabase-postgres-best-practices/references/security-rls-basics.md; printf '\\\\n---PERF---\\\\n'; cat .agents/skills/supabase-postgres-best-practices/references/security-rls-performance.md; printf '\\\\n---PRIVILEGES---\\\\n'; cat .agents/skills/supabase-postgres-best-practices/references/security-privileges.md; printf '\\\\n---CHANGELOG MATCHES---\\\\n'; curl -fsSL https://supabase.com/changelog.md | rg -i -C 2 'breaking-change|data api|row level|rls' | head -120\"",
+          "query": "/bin/bash -lc \"cat .agents/skills/supabase-postgres-best-practices/references/security-rls-basics.md && printf '\\\\n---PERFORMANCE---\\\\n' && cat .agents/skills/supabase-postgres-best-practices/references/security-rls-performance.md && printf '\\\\n---PRIVILEGES---\\\\n' && cat .agents/skills/supabase-postgres-best-practices/references/security-privileges.md && printf '\\\\n---CHANGELOG INDEX---\\\\n' && curl -fsSL https://supabase.com/changelog.md | rg -i -C 2 'storage|breaking-change' | head -120\"",
           "pages": [
             {
               "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 8535
+          "resultChars": 13802
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Data API table grants authenticated RLS select insert policy auth.uid bookmarks\", limit: 5) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"Storage access control private bucket foldername auth.uid createSignedUrl supabase-js\", limit: 8) { nodes { ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/api/securing-your-api",
-              "title": "Securing your API"
+              "url": "https://supabase.com/docs/guides/storage/serving/downloads",
+              "title": "Serving assets from Storage"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/secure-data",
-              "title": "Securing your data"
+              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/firebase-storage",
+              "title": "Migrated from Firebase Storage to Supabase"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/oauth-server/token-security",
-              "title": "Token Security and Row Level Security"
+              "url": "https://supabase.com/docs/guides/functions/examples/amazon-bedrock-image-generator",
+              "title": "Generate Images with Amazon Bedrock"
             },
             {
-              "url": "https://supabase.com/docs/guides/resources/glossary",
-              "title": "Glossary"
+              "url": "https://supabase.com/docs/guides/storage/buckets/creating-buckets",
+              "title": "Creating Buckets"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/schema/helper-functions",
-              "title": "Storage Helper Functions"
+              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsigneduploadurl"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage",
+              "title": "Storage"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/s3/authentication",
+              "title": "S3 Authentication"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/ephemeral-storage",
+              "title": "File Storage"
+            }
+          ],
+          "resultChars": 34768
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"storage.objects policies storage.foldername auth.uid upload select delete private bucket\", limit: 6) { nodes { ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/why-cant-i-uploadlistetc-my-public-bucket-Z6CmGt",
+              "title": "Why can't I upload/list/etc my public bucket?"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
+              "title": "Storage Buckets"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/access-control",
+              "title": "Storage Access Control"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/security/product-security",
+              "title": "Secure configuration of Supabase products"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai-tools/mcp",
+              "title": "Supabase MCP Server"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
+              "title": "Configure S3 Storage"
             }
           ],
-          "resultChars": 51520
+          "resultChars": 31941
         }
       ]
     },
-    "prompt": "Our app lets signed-in users save bookmarks and view them on their dashboard. Bookmarks are stored in the `bookmarks` table and are private — a user must only ever see their own. \nUsers also need to be able to save new bookmarks from the app.\n\nI can see the rows when I query the table directly, but the dashboard shows an empty list for every user.\n\nFind out why the Data API returns nothing and fix it.",
-    "promptSourcePath": "evals/resolve-dataapi-001-empty-results/PROMPT.md",
+    "prompt": "Our app lets signed-in users keep personal files like receipts and bank\nstatements. These files are private — a user must only ever be able to upload\nand download their own. The app uploads each file under a path that starts\nwith the owner's user id, e.g. `<user_id>/receipt-march.pdf`.\n\nSet up a `user-files` bucket on our project and lock it down that way.\n\nUsers also sometimes share one of their files with someone else through a\ntemporary link that expires. Include the supabase-js code the app should use\nfor that.",
+    "promptSourcePath": "evals/build-storage-001-private-bucket-access/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "codex-gpt-5.6/resolve-dataapi-001-empty-results.json"
+    "sourcePath": "codex-gpt-5.6/build-storage-001-private-bucket-access.json"
   },
   {
     "experiment": "codex-gpt-5.6",
@@ -16049,42 +15863,33 @@
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "resolve-database-001-migration-history-mismatch",
-    "stage": "resolve",
+    "eval": "build-tests-001-rls-tenant-isolation",
+    "stage": "build",
     "product": [
       "database"
     ],
     "topic": [
-      "migrations"
+      "tests",
+      "rls"
     ],
     "suite": "benchmark",
     "interface": "cli",
     "passed": true,
     "checks": [
       {
-        "name": "the avatar_url column is applied on the hosted profiles table",
-        "passed": true
-      },
-      {
-        "name": "migration 20240220000000 is recorded in the remote history",
-        "passed": true
-      },
-      {
-        "name": "remote migration history matches local migration files",
-        "passed": true
-      },
-      {
-        "name": "local migrations are a valid reconciled sequence",
-        "passed": true
+        "name": "pgTAP test file(s) written under supabase/tests/",
+        "passed": true,
+        "notes": "1 file(s): supabase/tests/database/tenant_isolation.test.sql"
       },
       {
-        "name": "production profile data is intact (not reset)",
-        "passed": true
+        "name": "pgTAP isolation tests ran and pass",
+        "passed": true,
+        "notes": "4 passed, 3 failed"
       },
       {
-        "name": "the avatar migration and history reconciliation were done via the Supabase CLI",
+        "name": "agent correctly identifies the posts isolation bug from test results",
         "passed": true,
-        "judgeNotes": "PASS. The agent added the missing local bio migration file `supabase/migrations/20240115000000_add_profile_bio.sql`, which reconciled the orphan remote history entry for CLI pushes. The pending avatar migration was then applied through a real `supabase db push` in command #10, whose output includes `Finished supabase db push` (and #11 confirms remote history contains `20240220000000 | add_avatar_url`). No prohibited direct-SQL mutation or prepared-statement workaround was seen."
+        "judgeNotes": "Correctly identifies `posts` as leaking cross-tenant rows due to its RLS policy, grounds this in the failing pgTAP assertion, and correctly notes that `notes` isolation passes."
       }
     ],
     "skills": {
@@ -16101,88 +15906,48 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase CLI db push migration history repair linked project deploy migrations\", limit: 5) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"Supabase database testing pgTAP RLS auth.uid set local role authenticated request.jwt.claims\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/deployment/database-migrations",
-              "title": "Database Migrations"
+              "url": "https://supabase.com/docs/guides/local-development/testing/overview",
+              "title": "Testing Overview"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
-              "title": "Local development workflow"
+              "url": "https://supabase.com/docs/guides/auth/oauth-server/token-security",
+              "title": "Token Security and Row Level Security"
             },
             {
-              "url": "https://supabase.com/docs/reference/cli/supabase-migration-repair",
-              "title": "Repair the migration history table"
+              "url": "https://supabase.com/docs/guides/ai/rag-with-permissions",
+              "title": "RAG with Permissions"
             },
             {
-              "url": "https://supabase.com/docs/reference/cli/supabase-db-push",
-              "title": "Push new migrations to the remote database"
+              "url": "https://supabase.com/docs/guides/auth/third-party/firebase-auth",
+              "title": "Firebase Auth"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/database-migrations",
-              "title": "Database migrations"
+              "url": "https://supabase.com/docs/guides/local-development/testing/pgtap-extended",
+              "title": "Advanced pgTAP Testing"
             }
           ],
-          "resultChars": 61657
+          "resultChars": 78369
         },
         {
           "source": "shell_fetch",
-          "query": "/bin/bash -lc \"set -o pipefail\nprintf '%s\\\\n' '--- CHANGELOG BREAKING CHANGES ---'\ncurl -fsSL https://supabase.com/changelog.md | rg -n -i -C 2 'breaking-change|migration|db push' | head -120 || true\nprintf '%s\\\\n' '--- GIT STATUS ---'\ngit status --short --branch 2>&1 || true\nprintf '%s\\\\n' '--- SUPABASE FILES ---'\nfind supabase -maxdepth 4 -type f -print | sort\nprintf '%s\\\\n' '--- CONFIG ---'\nsed -n '1,260p' supabase/config.toml 2>/dev/null || true\nprintf '%s\\\\n' '--- MIGRATIONS ---'\nfor f in supabase/migrations/*.sql; do echo \\\"===== \"'$f\"; sed -n '\"'1,260p' \\\"\"'$f\"; done\nprintf '\"'%s\\\\n' '--- LOCAL LINK METADATA ---'\nfind supabase/.temp -maxdepth 2 -type f -print -exec sh -c 'echo \\\"--- \"'$1\"; cat \"$1\"'\"' _ {} \\\\; 2>/dev/null || true\nprintf '%s\\\\n' '--- CLI / ENV NAMES ---'\nsupabase --version\nprintf 'SUPABASE vars: '; env | cut -d= -f1 | rg '\"'^(SUPABASE|POSTGRES|PG)'\"' | sort | tr '\\\\n' ' '; echo\nprintf '%s\\\\n' '--- PROFILE ---'\ncat .supabase-eval-profile.yaml\"",
+          "query": "/bin/bash -lc \"printf '%s\\\\n' '--- changelog security/testing mentions ---'; curl -fsSL https://supabase.com/changelog.md | rg -i -n -m 20 'breaking-change|rls|pgtap|database test'; printf '%s\\\\n' '--- migration ---'; sed -n '1,260p' supabase/migrations/20240101000000_init.sql; printf '%s\\\\n' '--- relevant rules ---'; find .agents/skills/supabase-postgres-best-practices/references -maxdepth 1 -type f | sort | rg 'security|rls' | xargs -r -n1 sh -c 'echo --- \"'$0; sed -n \"1,220p\" \"$0\"'\"'\"",
           "pages": [
             {
               "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 478
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase migration history remote migration versions not found local migration repair db pull migration fetch\", limit: 8) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
-              "title": "Local development workflow"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/deployment/database-migrations",
-              "title": "Database Migrations"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/new-branch-doesnt-copy-database",
-              "title": "Why are my Supabase branches empty?"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/cli/supabase-migration-repair",
-              "title": "Repair the migration history table"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/branch-in-migrations-failed-status",
-              "title": "Troubleshooting MIGRATIONS_FAILED: missing tables or an incomplete schema on your branch"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/cli/supabase-db-push",
-              "title": "Push new migrations to the remote database"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/cli/supabase-migration-fetch",
-              "title": "Fetch migration files from history table"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/cli/supabase-db-pull",
-              "title": "Pull schema from the remote database"
-            }
-          ],
-          "resultChars": 58381
+          "resultChars": 11342
         }
       ]
     },
-    "prompt": "I'm trying to ship a migration to our hosted project and it's not working. Can you figure out what's wrong and get it deployed?",
-    "promptSourcePath": "evals/resolve-database-001-migration-history-mismatch/PROMPT.md",
+    "prompt": "Can you audit the tenant isolation on our tables? Write some database tests covering both the happy path and the negative case, run them, and share the results.",
+    "promptSourcePath": "evals/build-tests-001-rls-tenant-isolation/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "codex-gpt-5.6/resolve-database-001-migration-history-mismatch.json"
+    "sourcePath": "codex-gpt-5.6/build-tests-001-rls-tenant-isolation.json"
   },
   {
     "experiment": "codex-gpt-5.6",
@@ -16193,38 +15958,49 @@
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "resolve-performance-001-slow-query-cpu-spike",
-    "stage": "resolve",
+    "eval": "build-vectors-001-rag-with-permissions",
+    "stage": "build",
     "product": [
-      "database"
+      "database",
+      "vectors"
     ],
     "topic": [
-      "observability",
-      "sql"
+      "sql",
+      "rls"
     ],
     "suite": "benchmark",
     "interface": "mcp",
     "passed": true,
     "checks": [
       {
-        "name": "inspected pg_stat_statements for query performance",
-        "passed": true
+        "name": "document_sections.embedding is vector(384)",
+        "passed": true,
+        "notes": "vector(384)"
       },
       {
-        "name": "ran EXPLAIN on the expensive query",
+        "name": "HNSW index on the embedding column",
+        "passed": true,
+        "notes": "CREATE INDEX document_sections_embedding_hnsw_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops) WHERE (embedding IS NOT NULL)"
+      },
+      {
+        "name": "index operator class matches the search operator",
+        "passed": true,
+        "notes": "function operators: <=>\nindexes: CREATE INDEX document_sections_embedding_hnsw_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops) WHERE (embedding IS NOT NULL)"
+      },
+      {
+        "name": "user A search returns only own sections, best match first",
         "passed": true
       },
       {
-        "name": "created index covering user_id and created_at",
+        "name": "user B search returns only own sections, best match first",
         "passed": true
       },
       {
-        "name": "query plan uses an index and avoids sequential scan",
-        "passed": true,
-        "notes": "Limit  (cost=79.74..79.86 rows=50 width=58)\n  ->  Sort  (cost=79.74..79.99 rows=100 width=58)\n        Sort Key: created_at DESC\n        ->  Bitmap Heap Scan on events  (cost=5.06..76.42 rows=100 width=58)\n              Recheck Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)\n              ->  Bitmap Index Scan on events_user_id_created_at_idx  (cost=0.00..5.03 rows=100 width=0)\n                    Index Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)"
+        "name": "user A reads only own sections through the API",
+        "passed": true
       },
       {
-        "name": "inserts still work",
+        "name": "user A reads only own documents through the API",
         "passed": true
       }
     ],
@@ -16241,42 +16017,71 @@
     "docs": {
       "calls": [
         {
-          "source": "shell_fetch",
-          "query": "/bin/bash -lc 'curl -fsSL https://supabase.com/changelog.md | rg -n -i \"breaking-change|postgres|index|database\" | head -40'",
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"pgvector semantic search match documents rpc vector index RLS auth.uid\", limit: 8) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/changelog.md"
+              "url": "https://supabase.com/docs/guides/ai/rag-with-permissions",
+              "title": "RAG with Permissions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/semantic-search",
+              "title": "Semantic search"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/hybrid-search",
+              "title": "Hybrid search"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/full-text-search",
+              "title": "Full Text Search"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/vector/querying-vectors",
+              "title": "Querying Vectors"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/vector-indexes/ivf-indexes",
+              "title": "IVFFlat indexes"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/vector-indexes/hnsw-indexes",
+              "title": "HNSW indexes"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/vector-indexes",
+              "title": "Vector indexes"
             }
           ],
-          "resultChars": 7495
+          "resultChars": 120080
         },
         {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Postgres query optimization composite index ORDER BY WHERE EXPLAIN\", limit: 3) { nodes { ... on Guide { title href content } } } }",
-          "hasContent": true,
+          "source": "web_search",
+          "query": "https://supabase.com/changelog.md",
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/database/query-optimization",
-              "title": "Query Optimization"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/orioledb",
-              "title": "OrioleDB Overview"
-            },
+              "url": "https://supabase.com/changelog.md"
+            }
+          ]
+        },
+        {
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc \"curl -fsSL https://supabase.com/changelog.md | rg -n -i 'breaking-change|vector|rls|edge function' | head -40\"",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/realtime/reports",
-              "title": "Realtime Reports"
+              "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 63315
+          "resultChars": 7745
         }
       ]
     },
-    "prompt": "My database CPU keeps spiking and the app gets slow when loading recent events for a user. Can you figure out what query is causing it and make the database change needed to fix it?\n\nEnd your turn with a short summary of what you changed and why.",
-    "promptSourcePath": "evals/resolve-performance-001-slow-query-cpu-spike/PROMPT.md",
+    "prompt": "We're adding semantic search to our internal knowledge base app. I already wrote the edge functions, but search doesn't work yet. Can you set up whatever the database needs to make search work end to end?\n\nSome documents are confidential, so users should only have access to documents they own.",
+    "promptSourcePath": "evals/build-vectors-001-rag-with-permissions/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "codex-gpt-5.6/resolve-performance-001-slow-query-cpu-spike.json"
+    "sourcePath": "codex-gpt-5.6/build-vectors-001-rag-with-permissions.json"
   },
   {
     "experiment": "codex-gpt-5.6",
@@ -16287,55 +16092,31 @@
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "resolve-security-002-rls-cross-tenant-leak",
-    "stage": "resolve",
+    "eval": "deploy-database-001-prometheus-metrics",
+    "stage": "deploy",
     "product": [
-      "database",
-      "auth"
+      "database"
     ],
     "topic": [
-      "rls",
-      "security"
+      "observability"
     ],
     "suite": "benchmark",
-    "interface": "mcp",
+    "interface": "cli",
     "passed": true,
     "checks": [
       {
-        "name": "RLS enabled on notes",
-        "passed": true
-      },
-      {
-        "name": "tenant A sees only org A notes",
-        "passed": true
-      },
-      {
-        "name": "tenant B cannot read org A notes",
-        "passed": true
-      },
-      {
-        "name": "tenant A author can update own note",
-        "passed": true
-      },
-      {
-        "name": "tenant B cannot update org A note",
-        "passed": true
-      },
-      {
-        "name": "tenant B author can delete own note",
-        "passed": true
-      },
-      {
-        "name": "tenant B cannot delete org A note",
+        "name": "preserved existing app scrape job",
         "passed": true
       },
       {
-        "name": "tenant A can insert note in own org",
-        "passed": true
+        "name": "configured the Supabase Metrics API scrape correctly",
+        "passed": true,
+        "judgeNotes": "Meets all requirements: HTTPS Supabase target, correct metrics path, Basic Auth with password_file, matching Compose secret mount, and preserved app scrape."
       },
       {
-        "name": "tenant B cannot insert into org A",
-        "passed": true
+        "name": "documented live deployment and verification steps",
+        "passed": true,
+        "judgeNotes": "README provides correct Secret API key creation, matching Compose secret-file setup, stack start/recreate commands, endpoint/auth details, and concrete verification via Prometheus targets and `up{job=\"supabase\"}`."
       }
     ],
     "skills": {
@@ -16350,1286 +16131,1408 @@
     },
     "docs": {
       "calls": [
-        {
-          "source": "shell_fetch",
-          "query": "/bin/bash -lc \"printf '%s\\\\n' '--- files ---'; rg --files -g 'AGENTS.md' -g 'supabase/**' -g 'package.json' -g '*.sql' | sed -n '1,240p'; printf '%s\\\\n' '--- changelog security/rls mentions ---'; curl -fsSL https://supabase.com/changelog.md | rg -i -n -m 20 'breaking-change|row level|rls|policy|security'\"",
-          "pages": [
-            {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 4349
-        },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"row level security multi tenant workspace membership policies auth uid index policy performance\", limit: 5) { nodes { ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
+          "query": "query { searchDocs(query: \"Supabase project metrics Prometheus endpoint monitoring metrics authentication service role\", limit: 8) { nodes { ... on Guide { title href content subsections { nodes { title href content } } } ... on TroubleshootingGuide { title href content } ... on CLICommandReference { title href content } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/features",
-              "title": "Features"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
+              "title": "Metrics API"
             },
             {
-              "url": "https://supabase.com/docs/guides/resources/glossary",
-              "title": "Glossary"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics#what-you-can-do-with-the-metrics-api",
+              "title": "What you can do with the Metrics API"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/sso/multiple-providers",
-              "title": "Multiple SSO Providers"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics#choose-your-monitoring-stack",
+              "title": "Choose your monitoring stack"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/database-advisors",
-              "title": "Performance and Security Advisors"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics#additional-resources",
+              "title": "Additional resources"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/postgres/column-level-security",
-              "title": "Column Level Security"
-            }
-          ],
-          "resultChars": 48168
-        }
-      ]
-    },
-    "prompt": "A customer reported that notes showed up in the wrong workspace.\n\nCan you investigate what is going on and fix it?",
-    "promptSourcePath": "evals/resolve-security-002-rls-cross-tenant-leak/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "codex-gpt-5.6/resolve-security-002-rls-cross-tenant-leak.json"
-  },
-  {
-    "experiment": "codex-gpt-5.6-no-skills",
-    "experimentSuite": "no-skills",
-    "experimentDisplay": {
-      "agent": "codex",
-      "modelProvider": "openai",
-      "modelId": "gpt-5.6-sol",
-      "reasoningEffort": "medium"
-    },
-    "eval": "build-auth-001-email-password-flow",
-    "stage": "build",
-    "product": [
-      "auth",
-      "database"
-    ],
-    "topic": [
-      "sdk",
-      "rls"
-    ],
-    "suite": "benchmark",
-    "interface": "cli",
-    "cliVersion": "2.109.1",
-    "passed": true,
-    "checks": [
-      {
-        "name": "auth module loads and the driver completes",
-        "passed": true,
-        "notes": "driver produced a result"
-      },
-      {
-        "name": "signUp creates the account and returns its user id",
-        "passed": true,
-        "notes": "db user 14e42a99-dd08-453c-a361-a8b7871b40cc, signUp returned {\"userId\":\"14e42a99-dd08-453c-a361-a8b7871b40cc\"}"
-      },
-      {
-        "name": "signup metadata reaches the profile (display name)",
-        "passed": true,
-        "notes": "profiles.display_name = \"Alex Doe\""
-      },
-      {
-        "name": "wrong password is rejected gracefully (no throw, no session)",
-        "passed": true,
-        "notes": "{\"error\":\"Invalid login credentials\"}"
-      },
-      {
-        "name": "signIn with the right password returns the user id",
-        "passed": true,
-        "notes": "{\"userId\":\"14e42a99-dd08-453c-a361-a8b7871b40cc\"}"
-      },
-      {
-        "name": "getMyProfile returns the signed-in user's profile",
-        "passed": true,
-        "notes": "{\"displayName\":\"Alex Doe\",\"plan\":\"free\"}"
-      },
-      {
-        "name": "app code does not use the secret / service-role key",
-        "passed": true,
-        "notes": "no secret-key references found"
-      },
-      {
-        "name": "implementation uses @supabase/supabase-js",
-        "passed": true,
-        "notes": "imports found in: app/src/auth.mjs"
-      }
-    ],
-    "skills": {
-      "available": [],
-      "loaded": []
-    },
-    "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"supabase-js createClient signUp user metadata signInWithPassword getSession select single profiles\", limit: 8) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
+              "title": "Vendor-agnostic Metrics API setup"
+            },
             {
-              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/auth0",
-              "title": "Migrate from Auth0 to Supabase Auth"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic#components",
+              "title": "Components"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/social-login/auth-linkedin",
-              "title": "Login with LinkedIn"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic#1-define-the-scrape-job",
+              "title": "1. Define the scrape job"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-saml-sso",
-              "title": "Configure SAML SSO"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic#collector-specific-notes",
+              "title": "Collector-specific notes"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/social-login/auth-figma",
-              "title": "Login with Figma"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic#2-secure-the-credentials",
+              "title": "2. Secure the credentials"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/social-login/auth-google",
-              "title": "Login with Google"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic#3-downstream-dashboards",
+              "title": "3. Downstream dashboards"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/social-login/auth-gitlab",
-              "title": "Login with GitLab"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic#4-alerts-and-automation",
+              "title": "4. Alerts and automation"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/social-login/auth-slack",
-              "title": "Login with Slack"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic#5-multi-project-setups",
+              "title": "5. Multi-project setups"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted",
+              "title": "Metrics API with Prometheus & Grafana (self-hosted)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted#architecture",
+              "title": "Architecture"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted#1-deploy-prometheus",
+              "title": "1. Deploy Prometheus"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted#2-deploy-grafana",
+              "title": "2. Deploy Grafana"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted#3-import-supabase-dashboards",
+              "title": "3. Import Supabase dashboards"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted#4-configure-alerting",
+              "title": "4. Configure alerting"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted#5-operating-tips",
+              "title": "5. Operating tips"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud",
+              "title": "Metrics API with Grafana Cloud"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud#6-troubleshooting",
+              "title": "6. Troubleshooting"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud#manual-setup",
+              "title": "Manual setup"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud#prerequisites",
+              "title": "Prerequisites"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud#1-create-a-grafana-cloud-stack",
+              "title": "1. Create a Grafana Cloud stack"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud#2-install-the-supabase-integration-for-grafana-cloud",
+              "title": "2. Install the Supabase integration for Grafana Cloud"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud#3-configure-the-supabase-integration",
+              "title": "3. Configure the Supabase integration"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud#4-import-the-supabase-dashboard",
+              "title": "4. Import the Supabase dashboard"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud#5-configure-alerts-optional",
+              "title": "5. Configure alerts (optional)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud#installation",
+              "title": "Installation"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/read-replicas",
+              "title": "Read Replicas"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/read-replicas#metrics",
+              "title": "Metrics"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/read-replicas#centralized-configuration-management",
+              "title": "Centralized configuration management"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/read-replicas#pricing",
+              "title": "Pricing"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/read-replicas#about-read-replicas",
+              "title": "About Read Replicas"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/read-replicas#features",
+              "title": "Features"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/read-replicas#dedicated-endpoints",
+              "title": "Dedicated endpoints"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/read-replicas#dedicated-connection-pool",
+              "title": "Dedicated connection pool"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/read-replicas#api-load-balancer",
+              "title": "API load balancer"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/read-replicas#querying-through-the-sql-editor",
+              "title": "Querying through the SQL editor"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/read-replicas#logging",
+              "title": "Logging"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/firebase-auth",
+              "title": "Firebase Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/firebase-auth#use-the-admin-sdk-to-assign-the-role-custom-claim-to-all-users",
+              "title": "Use the admin SDK to assign the role custom claim to all users"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/firebase-auth#getting-started",
+              "title": "Getting started"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/firebase-auth#setup-the-supabase-client-library",
+              "title": "Setup the Supabase client library"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/firebase-auth#add-a-new-third-party-auth-integration-to-your-project",
+              "title": "Add a new Third-Party Auth integration to your project"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/firebase-auth#adding-an-extra-layer-of-security-to-your-projects-rls-policies-self-hosting-only",
+              "title": "Adding an extra layer of security to your project's RLS policies (self-hosting only)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/firebase-auth#use-firebase-authentication-functions-to-assign-the-authenticated-role",
+              "title": "Use Firebase Authentication functions to assign the authenticated role"
             },
             {
               "url": "https://supabase.com/docs/guides/auth",
               "title": "Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth#about-authentication-and-authorization",
+              "title": "About authentication and authorization"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth#the-supabase-ecosystem",
+              "title": "The Supabase ecosystem"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth#providers",
+              "title": "Providers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth#social-auth",
+              "title": "Social Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth#phone-auth",
+              "title": "Phone Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth#pricing",
+              "title": "Pricing"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/workos",
+              "title": "WorkOS"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/workos#getting-started",
+              "title": "Getting started"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/workos#setup-the-supabase-client-library",
+              "title": "Setup the Supabase client library"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/workos#add-a-new-third-party-auth-integration-to-your-project",
+              "title": "Add a new Third-Party Auth integration to your project"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/workos#set-up-a-jwt-template-to-add-the-authenticated-role",
+              "title": "Set up a JWT template to add the authenticated role."
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/firebase-auth#assign-the-role-custom-claim"
             }
           ],
-          "resultChars": 166581
+          "resultChars": 157073
         }
       ]
     },
-    "prompt": "Our app in `app/` needs accounts. Wire up `app/src/auth.mjs` — the stubs in\nthere describe what each function should do. People sign up with an email,\npassword, and display name, sign back in later, and the app greets them with\ntheir profile.\n\nThe Supabase project for this app is in `supabase/` and already running\nlocally. When you're done, the functions should work for real against it.",
-    "promptSourcePath": "evals/build-auth-001-email-password-flow/PROMPT.md",
+    "prompt": "Can you wire my Supabase project metrics into our existing observability stack and document\nin the observability README what we need to do to make the config live?",
+    "promptSourcePath": "evals/deploy-database-001-prometheus-metrics/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "codex-gpt-5.6-no-skills/build-auth-001-email-password-flow.json"
+    "sourcePath": "codex-gpt-5.6/deploy-database-001-prometheus-metrics.json"
   },
   {
-    "experiment": "codex-gpt-5.6-no-skills",
-    "experimentSuite": "no-skills",
+    "experiment": "codex-gpt-5.6",
+    "experimentSuite": "benchmark",
     "experimentDisplay": {
       "agent": "codex",
       "modelProvider": "openai",
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "build-cli-001-bootstrap-app",
-    "stage": "build",
+    "eval": "deploy-functions-001-edge-function-secrets",
+    "stage": "deploy",
     "product": [
-      "database",
-      "data-api"
+      "edge-functions"
     ],
     "topic": [
-      "migrations",
-      "rls"
+      "security"
     ],
     "suite": "benchmark",
     "interface": "cli",
     "passed": true,
     "checks": [
       {
-        "name": "supabase project initialised (supabase/config.toml exists)",
-        "passed": true
-      },
-      {
-        "name": "todos table is created by a migration file",
+        "name": "WEATHER_API_KEY is set as a Function secret on the project",
         "passed": true
       },
       {
-        "name": "todos table exists with at least 2 seeded rows",
+        "name": "the weather function is deployed to the project",
         "passed": true,
-        "notes": "found 2 rows"
-      },
-      {
-        "name": "row level security is enabled on todos",
-        "passed": true
-      },
-      {
-        "name": "a SELECT policy targets the authenticated role",
-        "passed": true
+        "notes": "status ACTIVE"
       },
       {
-        "name": "REST API returns no todos to anonymous requests",
+        "name": "the weather function reads WEATHER_API_KEY from the environment",
         "passed": true,
-        "notes": "0 rows"
+        "judgeNotes": "Reads WEATHER_API_KEY from the runtime environment using Deno.env.get(\"WEATHER_API_KEY\")."
       },
       {
-        "name": "REST API returns the todos to authenticated requests",
-        "passed": true,
-        "notes": "2 rows"
+        "name": "WEATHER_API_KEY value is not committed to the repo",
+        "passed": true
       }
     ],
     "skills": {
-      "available": [],
-      "loaded": []
+      "available": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ],
+      "loaded": [
+        "supabase"
+      ]
     },
     "docs": {
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Row Level Security authenticated users SELECT policy anon no rows migrations seed local development\", limit: 5) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"Edge Functions environment variables secrets WEATHER_API_KEY deploy no verify jwt CORS Deno serve\", limit: 6) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/features",
-              "title": "Features"
+              "url": "https://supabase.com/docs/guides/troubleshooting/inspecting-edge-function-environment-variables-wg5qOQ",
+              "title": "Inspecting edge function environment variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
-              "title": "Local development workflow"
+              "url": "https://supabase.com/docs/guides/functions",
+              "title": "Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/auth-anonymous",
-              "title": "Anonymous Sign-Ins"
+              "url": "https://supabase.com/docs/guides/functions/secrets",
+              "title": "Environment Variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/auth-mfa",
-              "title": "Multi-Factor Authentication"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
-              "title": "Row Level Security"
+              "url": "https://supabase.com/docs/guides/local-development/cli/testing-and-linting",
+              "title": "Testing and linting"
             }
           ],
-          "resultChars": 95821
-        }
-      ]
-    },
-    "prompt": "We're kicking off a todos app and I want the Supabase side ready for the team\nto build on. Set it up the way we'd run it in development, with schema changes\ntracked as migrations so they can be reviewed and replayed.\n\nFor the first slice we just need a `todos` table. Todos aren't public: anyone\nsigned in can read all of them, but nothing should be writable through the API\nfor now. Add a couple of sample todos so there's something to look at.\n\nBefore you hand it back, make sure the running API actually behaves that way —\nsigned-in users get the todos, signed-out requests get nothing.",
-    "promptSourcePath": "evals/build-cli-001-bootstrap-app/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "codex-gpt-5.6-no-skills/build-cli-001-bootstrap-app.json"
-  },
-  {
-    "experiment": "codex-gpt-5.6-no-skills",
-    "experimentSuite": "no-skills",
-    "experimentDisplay": {
-      "agent": "codex",
-      "modelProvider": "openai",
-      "modelId": "gpt-5.6-sol",
-      "reasoningEffort": "medium"
-    },
-    "eval": "build-cli-002-declarative-schema",
-    "stage": "build",
-    "product": [
-      "database"
-    ],
-    "topic": [
-      "declarative-schema",
-      "migrations"
-    ],
-    "suite": "benchmark",
-    "interface": "cli",
-    "passed": true,
-    "checks": [
-      {
-        "name": "supabase db diff used to generate the migration",
-        "passed": true
-      },
-      {
-        "name": "schema file updated to include description column",
-        "passed": true
-      },
-      {
-        "name": "a new migration was generated for the change",
-        "passed": true
-      },
-      {
-        "name": "description column exists in the live database",
-        "passed": true
-      }
-    ],
-    "skills": {
-      "available": [],
-      "loaded": []
-    },
-    "docs": {
-      "calls": [
+          "resultChars": 38407
+        },
+        {
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc \"set -o pipefail\nprintf '%s\\\\n' '--- changelog edge-function mentions ---'\ncurl -fsSL https://supabase.com/changelog.md | rg -n -i \\\"breaking-change|edge function|functions|secret\\\" | head -80 || true\nprintf '%s\\\\n' '--- cli version ---'\nsupabase --version\nprintf '%s\\\\n' '--- cli help ---'\nsupabase functions --help\nsupabase functions deploy --help\nsupabase secrets --help\nsupabase secrets set --help\nprintf '%s\\\\n' '--- repository status/files ---'\ngit status --short\nfind .. -name AGENTS.md -print\nls -la\nfind supabase -maxdepth 4 -type f -print 2>/dev/null | sort || true\nprintf '%s\\\\n' '--- likely app files ---'\nrg --files -g '\"'!node_modules'\"' -g '\"'!vendor'\"' -g '\"'!.git'\"' | head -250\nprintf '%s\\\\n' '--- weather references ---'\nrg -n -i \\\"weatherapi|weather api|forecast\\\\.json|current\\\\.json|WEATHER_API|api[_-]?key\\\" . -g '\"'!node_modules'\"' -g '\"'!vendor'\"' -g '\"'!.git'\"' | head -250 || true\nprintf '%s\\\\n' '--- linked project metadata ---'\nfind supabase/.temp -maxdepth 2 -type f -print -exec sh -c 'echo --- \"'$1; cat \"$1\"'\"' sh {} \\\\; 2>/dev/null || true\"",
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 6994
+        },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase CLI create migration alter table add column local database\", limit: 3) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"config.toml functions verify_jwt false Edge Functions per function configuration\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/deployment/database-migrations",
-              "title": "Database Migrations"
+              "url": "https://supabase.com/docs/guides/functions/function-configuration",
+              "title": "Function Configuration"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/database-migrations",
-              "title": "Database migrations"
+              "url": "https://supabase.com/docs/guides/functions/deploy",
+              "title": "Deploy to Production"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
-              "title": "Local development workflow"
+              "url": "https://supabase.com/docs/guides/functions/development-tips",
+              "title": "Development tips"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/mcp-server-mcp-lite",
+              "title": "Building an MCP Server with mcp-lite"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth",
+              "title": "Securing Edge Functions"
             }
           ],
-          "resultChars": 54403
+          "resultChars": 32331
         }
       ]
     },
-    "prompt": "Add a description text column to the `products` table in my local Supabase stack",
-    "promptSourcePath": "evals/build-cli-002-declarative-schema/PROMPT.md",
+    "prompt": "Our weather widget currently calls WeatherAPI straight from the browser, which\nleaks our API key. I want to move that behind a Supabase Edge Function called\n`weather` that holds the key server-side and proxies the request.\n\nThe function should read the key from an environment variable named\n`WEATHER_API_KEY`. Our key already lives in a local `.env` file at the project\nroot.\n\nDeploy the function to our project so it's live, and make sure the deployed\nfunction can actually read the key at runtime.",
+    "promptSourcePath": "evals/deploy-functions-001-edge-function-secrets/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "codex-gpt-5.6-no-skills/build-cli-002-declarative-schema.json"
+    "sourcePath": "codex-gpt-5.6/deploy-functions-001-edge-function-secrets.json"
   },
   {
-    "experiment": "codex-gpt-5.6-no-skills",
-    "experimentSuite": "no-skills",
+    "experiment": "codex-gpt-5.6",
+    "experimentSuite": "benchmark",
     "experimentDisplay": {
       "agent": "codex",
       "modelProvider": "openai",
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "build-cli-003-pg-cron-queue-workflow",
-    "stage": "build",
+    "eval": "deploy-self-hosting-001-docker-compose",
+    "stage": "deploy",
     "product": [
       "database",
-      "edge-functions",
-      "cron",
-      "queues"
+      "auth",
+      "storage"
     ],
     "topic": [
-      "sql",
-      "sdk"
+      "self-hosting"
     ],
     "suite": "benchmark",
     "interface": "cli",
     "passed": true,
     "checks": [
       {
-        "name": "pg_cron job 'enqueue-tasks' scheduled to run every minute",
-        "passed": true,
-        "notes": "schedule='* * * * *', active=true"
+        "name": "cloned the self-host stack (docker-compose.yml + volumes/db)",
+        "passed": true
       },
       {
-        "name": "cron command enqueues to the 'tasks' queue",
-        "passed": true,
-        "notes": "queue depth 0 -> 1"
+        "name": "didn't conflate with the CLI (no supabase/config.toml in the stack)",
+        "passed": true
       },
       {
-        "name": "process-tasks function drains the queue",
-        "passed": true,
-        "notes": "function removed the seeded message (id 6) from the queue"
+        "name": "secrets rotated off the shipped defaults",
+        "passed": true
+      },
+      {
+        "name": "ANON_KEY and SERVICE_ROLE_KEY are HS256 JWTs signed by JWT_SECRET",
+        "passed": true
       }
     ],
     "skills": {
-      "available": [],
-      "loaded": []
+      "available": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ],
+      "loaded": [
+        "supabase-postgres-best-practices"
+      ]
     },
     "docs": {
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase Queues pgmq create queue send messages Edge Function read delete pgmq_public cron schedule every minute\", limit: 8) { nodes { __typename title href content } } }",
+          "query": "query { searchDocs(query: \"self-hosting Docker docker-compose .env JWT_SECRET ANON_KEY SERVICE_ROLE_KEY POOLER_TENANT_ID current setup\", limit: 8) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/queues",
-              "title": "Supabase Queues"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
             },
             {
-              "url": "https://supabase.com/docs/guides/queues/api",
-              "title": "API"
+              "url": "https://supabase.com/docs/guides/self-hosting/docker",
+              "title": "Self-Hosting with Docker"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/schedule-functions",
-              "title": "Scheduling Edge Functions"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy",
+              "title": "Envoy API Gateway"
             },
             {
-              "url": "https://supabase.com/docs/guides/queues/quickstart",
-              "title": "Quickstart"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth",
+              "title": "Configure Social Login (OAuth) Providers"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/extensions/pg_net",
-              "title": "pg_net: Async Networking"
+              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17",
+              "title": "Upgrade to Postgres 17"
             },
             {
-              "url": "https://supabase.com/docs/guides/cron",
-              "title": "Cron"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-saml-sso",
+              "title": "Configure SAML SSO"
             },
             {
-              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions",
-              "title": "Consuming Supabase Queue Messages with Edge Functions"
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/queues/expose-self-hosted-queues",
-              "title": "Expose Queues for local and self-hosted Supabase"
+              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates",
+              "title": "Custom Email Templates"
             }
           ],
-          "resultChars": 39939
+          "resultChars": 176046
         },
         {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Queues Quickstart pgmq.create cron.schedule SQL schedule database jobs\", limit: 6) { nodes { __typename title href content } } }",
-          "hasContent": true,
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc \"set -euo pipefail\nprintf '%s\\\\n' '--- changelog breaking changes ---'\ncurl -fsSL https://supabase.com/changelog.md | rg -n -i 'breaking-change|self-host|docker' | head -80 || true\nrm -rf /tmp/supabase-upstream\ngit clone --depth 1 --filter=blob:none --sparse https://github.com/supabase/supabase.git /tmp/supabase-upstream\ngit -C /tmp/supabase-upstream sparse-checkout set docker\nprintf '%s\\\\n' '--- upstream revision ---'\ngit -C /tmp/supabase-upstream rev-parse HEAD\ngit -C /tmp/supabase-upstream log -1 --format='%cI %s'\nprintf '%s\\\\n' '--- docker files ---'\nfind /tmp/supabase-upstream/docker -maxdepth 3 -type f | sort | sed -n '1,240p'\nprintf '%s\\\\n' '--- readme ---'\nsed -n '1,280p' /tmp/supabase-upstream/docker/README.md\nprintf '%s\\\\n' '--- generator ---'\nsed -n '1,280p' /tmp/supabase-upstream/docker/utils/generate-keys.sh\"",
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/cron/install",
-              "title": "Install"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/cron/quickstart",
-              "title": "Quickstart"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/cron",
-              "title": "Cron"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/pgcron-debugging-guide-n1KTaz",
-              "title": "pg_cron debugging guide"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/queues/pgmq",
-              "title": "PGMQ Extension"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/queues",
-              "title": "Supabase Queues"
+              "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 42534
+          "resultChars": 12942
         }
       ]
     },
-    "prompt": "I want to set up a recurring background workflow on my local Supabase stack.\n\nCan you set up a cron job called `enqueue-tasks` to run every minute and push a task into a queue called `tasks`? Then add a `process-tasks` edge function that reads messages off the `tasks` queue and removes them, so a scheduled worker can keep the backlog drained.",
-    "promptSourcePath": "evals/build-cli-003-pg-cron-queue-workflow/PROMPT.md",
+    "prompt": "I'm moving off the hosted Supabase and running the whole thing myself on a VPS I\njust spun up. Can you get a Docker setup ready for me to copy onto the box?\n\nI don't need it running here, I'll do the actual bring-up once I'm on the\nserver. I just want everything in place and the secrets set up. Put it in a `supabase-docker/`\nfolder at the repo root so I can scp the whole thing across in one go.",
+    "promptSourcePath": "evals/deploy-self-hosting-001-docker-compose/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "codex-gpt-5.6-no-skills/build-cli-003-pg-cron-queue-workflow.json"
+    "sourcePath": "codex-gpt-5.6/deploy-self-hosting-001-docker-compose.json"
   },
   {
-    "experiment": "codex-gpt-5.6-no-skills",
-    "experimentSuite": "no-skills",
+    "experiment": "codex-gpt-5.6",
+    "experimentSuite": "benchmark",
     "experimentDisplay": {
       "agent": "codex",
       "modelProvider": "openai",
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "build-dataapi-001-relational-report",
-    "stage": "build",
+    "eval": "investigate-auth-001-deleted-user-access",
+    "stage": "investigate",
     "product": [
-      "data-api",
-      "database"
+      "auth"
     ],
     "topic": [
+      "security",
       "sdk"
     ],
     "suite": "benchmark",
-    "interface": "cli",
-    "cliVersion": "2.109.1",
-    "passed": false,
+    "interface": "mcp",
+    "passed": true,
     "checks": [
       {
-        "name": "report runs and prints JSON",
-        "passed": true,
-        "notes": "exit 0"
+        "name": "victim session active before delete-account",
+        "passed": true
       },
       {
-        "name": "report numbers match the database (per customer, sorted)",
-        "passed": true,
-        "notes": "expected [{\"customer\":\"Ada Lovelace\",\"orderCount\":2,\"totalCents\":41900,\"topProduct\":\"Keyboard\"},{\"customer\":\"Grace Hopper\",\"orderCount\":2,\"totalCents\":15600,\"topProduct\":\"Cable\"},{\"customer\":\"Linus Pauling\",\"orderCount\":1,\"totalCents\":66500,\"topProduct\":\"Monitor\"}], got [{\"customer\":\"Ada Lovelace\",\"orderCount\":2,\"totalCents\":41900,\"topProduct\":\"Keyboard\"},{\"customer\":\"Grace Hopper\",\"orderCount\":2,\"totalCents\":15600,\"topProduct\":\"Cable\"},{\"customer\":\"Linus Pauling\",\"orderCount\":1,\"totalCents\":66500,\"topProduct\":\"Monitor\"}]"
+        "name": "delete_account flow ran for the victim",
+        "passed": true
       },
       {
-        "name": "tables stay locked down (publishable key reads nothing)",
+        "name": "delete-account revokes the user's sessions",
         "passed": true,
-        "notes": "publishable read errored: permission denied for table customers"
+        "notes": "sessions left: 0"
       },
       {
-        "name": "implementation uses @supabase/supabase-js",
-        "passed": false,
-        "notes": "no @supabase/supabase-js import found — this eval requires the SDK"
+        "name": "deleted user's refresh token is rejected",
+        "passed": true
       },
       {
-        "name": "report queries via the Data API, not raw SQL",
+        "name": "deleted user cannot sign back in",
+        "passed": true
+      },
+      {
+        "name": "other users keep their sessions and access",
+        "passed": true
+      },
+      {
+        "name": "diagnosed and explained session revocation",
         "passed": true,
-        "notes": "no psql / raw Postgres driver usage found"
+        "judgeNotes": "Correctly diagnoses the soft-delete issue, implements hard Auth-user deletion with session/refresh-token revocation, closes stale-JWT Data API access through active-session RLS, explains remaining local JWT validity until expiry, and accurately distinguishes publishable and secret keys."
       }
     ],
     "skills": {
-      "available": [],
-      "loaded": []
-    },
-    "docs": {
-      "calls": []
-    },
-    "prompt": "We need the nightly sales report working. `app/report.mjs` has the spec in a\ncomment — it runs in our Node backend worker and prints a JSON summary of what\neach customer has ordered.\n\nThe data lives in the Supabase project in `supabase/` (already running\nlocally). Finish the script and make sure it prints the right numbers.",
-    "promptSourcePath": "evals/build-dataapi-001-relational-report/PROMPT.md",
-    "attempts": 2,
-    "sourcePath": "codex-gpt-5.6-no-skills/build-dataapi-001-relational-report.json"
-  },
-  {
-    "experiment": "codex-gpt-5.6-no-skills",
-    "experimentSuite": "no-skills",
-    "experimentDisplay": {
-      "agent": "codex",
-      "modelProvider": "openai",
-      "modelId": "gpt-5.6-sol",
-      "reasoningEffort": "medium"
-    },
-    "eval": "build-dataapi-002-restock-alert-report",
-    "stage": "build",
-    "product": [
-      "data-api",
-      "database"
-    ],
-    "topic": [
-      "sdk"
-    ],
-    "suite": "benchmark",
-    "interface": "cli",
-    "cliVersion": "2.109.1",
-    "passed": false,
-    "checks": [
-      {
-        "name": "report runs and prints JSON",
-        "passed": true,
-        "notes": "exit 0"
-      },
-      {
-        "name": "alerts match the database (below threshold, sorted)",
-        "passed": true,
-        "notes": "expected [{\"warehouse\":\"North DC\",\"product\":\"Gizmo\",\"quantity\":3,\"reorderThreshold\":10,\"supplierEmail\":\"acme@example.com\"},{\"warehouse\":\"North DC\",\"product\":\"Widget\",\"quantity\":5,\"reorderThreshold\":20,\"supplierEmail\":\"acme@example.com\"},{\"warehouse\":\"South DC\",\"product\":\"Gadget\",\"quantity\":2,\"reorderThreshold\":15,\"supplierEmail\":\"parts@example.com\"},{\"warehouse\":\"West DC\",\"product\":\"Gadget\",\"quantity\":0,\"reorderThreshold\":15,\"supplierEmail\":\"parts@example.com\"}], got [{\"warehouse\":\"North DC\",\"product\":\"Gizmo\",\"quantity\":3,\"reorderThreshold\":10,\"supplierEmail\":\"acme@example.com\"},{\"warehouse\":\"North DC\",\"product\":\"Widget\",\"quantity\":5,\"reorderThreshold\":20,\"supplierEmail\":\"acme@example.com\"},{\"warehouse\":\"South DC\",\"product\":\"Gadget\",\"quantity\":2,\"reorderThreshold\":15,\"supplierEmail\":\"parts@example.com\"},{\"warehouse\":\"West DC\",\"product\":\"Gadget\",\"quantity\":0,\"reorderThreshold\":15,\"supplierEmail\":\"parts@example.com\"}]"
-      },
-      {
-        "name": "tables stay locked down (publishable key reads nothing)",
-        "passed": true,
-        "notes": "publishable read errored: permission denied for table inventory"
-      },
-      {
-        "name": "implementation uses @supabase/supabase-js",
-        "passed": false,
-        "notes": "no @supabase/supabase-js import found — this eval requires the SDK"
-      },
-      {
-        "name": "report queries via the Data API, not raw SQL",
-        "passed": true,
-        "notes": "no psql / raw Postgres driver usage found"
-      }
-    ],
-    "skills": {
-      "available": [],
-      "loaded": []
+      "available": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ],
+      "loaded": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ]
     },
     "docs": {
       "calls": [
+        {
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc \"printf '%s\\\\n' '---SECURITY REFERENCES---'; find .agents/skills/supabase-postgres-best-practices/references -maxdepth 1 -type f | sort | rg 'security|rls|function'; printf '%s\\\\n' '---CHANGELOG AUTH/KEY HITS---'; curl -fsSL https://supabase.com/changelog.md | rg -i -C 2 'breaking-change|publishable|secret key|session|delete user' | head -n 160\"",
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 7445
+        },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"JavaScript supabase-js select foreign tables nested relationships service role Node backend\", limit: 5) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"delete user existing access token session sign out revoke sessions JWT remains valid publishable secret keys RLS\", limit: 8) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/ai/engineering-for-scale",
-              "title": "Engineering for Scale"
+              "url": "https://supabase.com/docs/guides/auth/oauth-server/token-security",
+              "title": "Token Security and Row Level Security"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres",
-              "title": "Integrating with Supabase Database (Postgres)"
+              "url": "https://supabase.com/docs/guides/auth/third-party/clerk",
+              "title": "Clerk"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/secure-data",
-              "title": "Securing your data"
+              "url": "https://supabase.com/docs/guides/auth/sessions",
+              "title": "User sessions"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/joins-and-nesting",
-              "title": "Querying Joins and Nested tables"
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/connecting-to-postgres/serverless-drivers",
-              "title": "Serverless Drivers"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/swift/auth-admin-signout",
+              "title": "signOut()"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/ownership",
+              "title": "Ownership"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
+              "title": "Storage Buckets"
+            }
+          ],
+          "resultChars": 83530
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"deleting user does not automatically sign out JWT valid until expiration session revoked database RLS session_id auth.sessions\", limit: 10) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/auth/sessions",
+              "title": "User sessions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
+              "title": "User Management"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/management/delete-objects",
+              "title": "Delete Objects"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/auth-anonymous",
+              "title": "Anonymous Sign-Ins"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/ownership",
+              "title": "Ownership"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/resources/glossary",
+              "title": "Glossary"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/database-advisors?queryGroups=lint&lint=0012_auth_allow_anonymous_sign_ins",
+              "title": "Database Advisor: Lint 0012_auth_allow_anonymous_sign_ins"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/users",
+              "title": "Users"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/should-i-set-a-shorter-max-age-parameter-on-the-cookies-8sbF4V",
+              "title": "Should I set a shorter Max-Age parameter on the cookies?"
+            }
+          ],
+          "resultChars": 95262
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Understanding API keys publishable key secret key RLS bypassRLS anon authenticated service_role migration\", limit: 6) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/access-control",
+              "title": "Storage Access Control"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/why-is-my-service-role-key-client-getting-rls-errors-or-not-returning-data-7_1K9z",
+              "title": "Why is my service role key client getting RLS errors or not returning data?"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
+            }
+          ],
+          "resultChars": 93517
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"delete user auth.users SQL security definer function delete own account RPC\", limit: 8) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
+              "title": "User Management"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/management/delete-objects",
+              "title": "Delete Objects"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/javascript/auth-admin-deleteuser"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/swift/auth-admin-deleteuser",
+              "title": "deleteUser()"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/dart/auth-admin-deleteuser"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/kotlin/auth-admin-deleteuser",
+              "title": "deleteUser()"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/auth-anonymous",
+              "title": "Anonymous Sign-Ins"
+            }
+          ],
+          "resultChars": 53517
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"API keys publishable key frontend anon role authenticated JWT secret key service_role bypass RLS\", limit: 4) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/access-control",
+              "title": "Storage Access Control"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/why-is-my-service-role-key-client-getting-rls-errors-or-not-returning-data-7_1K9z",
+              "title": "Why is my service role key client getting RLS errors or not returning data?"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
             }
           ],
-          "resultChars": 45250
+          "resultChars": 66943
         }
       ]
     },
-    "prompt": "Purchasing needs a restock alert. `app/restock.mjs` has the spec in a\ncomment — it runs in our Node backend worker and prints a JSON list of what\nneeds reordering, with who to email about it.\n\nThe data lives in the Supabase project in `supabase/` (already running\nlocally). Finish the script and make sure it prints the right alerts.",
-    "promptSourcePath": "evals/build-dataapi-002-restock-alert-report/PROMPT.md",
+    "prompt": "Last week support removed a user through our app's delete-account flow — the\napp calls the `delete_account` function over RPC as the signed-in user. This\nmorning that same person was back: still signed in, reading and saving their\ndata like nothing happened.\n\nFigure out why the account still works, fix the flow so a deleted account\nloses access, and tell me whether there is any window where they could still\nget in after the fix.\n\nOne more thing while you're at it: we're migrating off the legacy\nanon/service_role API keys to the new publishable and secret keys, and the\nteam isn't sure which one belongs in the frontend and what each means for\nRLS. Give us a quick rundown.",
+    "promptSourcePath": "evals/investigate-auth-001-deleted-user-access/PROMPT.md",
     "attempts": 2,
-    "sourcePath": "codex-gpt-5.6-no-skills/build-dataapi-002-restock-alert-report.json"
+    "sourcePath": "codex-gpt-5.6/investigate-auth-001-deleted-user-access.json"
   },
   {
-    "experiment": "codex-gpt-5.6-no-skills",
-    "experimentSuite": "no-skills",
+    "experiment": "codex-gpt-5.6",
+    "experimentSuite": "benchmark",
     "experimentDisplay": {
       "agent": "codex",
       "modelProvider": "openai",
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "build-database-001-migrate-postgres-to-supabase",
-    "stage": "build",
+    "eval": "investigate-realtime-001-subscribed-no-events",
+    "stage": "investigate",
     "product": [
+      "realtime",
       "database"
     ],
     "topic": [
-      "migrations"
+      "sdk"
     ],
     "suite": "benchmark",
-    "interface": "cli",
+    "interface": "mcp",
     "passed": true,
     "checks": [
       {
-        "name": "all 3 tables exist (teams, members, tasks)",
+        "name": "orders table added to supabase_realtime publication",
         "passed": true
       },
       {
-        "name": "row counts match (teams=5, members=10, tasks=13)",
+        "name": "courier_locations still in supabase_realtime publication",
         "passed": true
       },
       {
-        "name": "foreign key constraints survived the restore",
+        "name": "publication still publishes INSERT events",
         "passed": true
       },
       {
-        "name": "tasks_team_status_idx index survived the restore",
+        "name": "RLS still enabled on orders",
         "passed": true
       },
       {
-        "name": "sequences synced (next insert won't conflict with existing IDs)",
-        "passed": true
+        "name": "staff can still read orders through RLS",
+        "passed": true,
+        "notes": "authenticated sees 2 of 2 orders"
+      },
+      {
+        "name": "diagnosed missing publication membership",
+        "passed": true,
+        "judgeNotes": "Correctly identified the missing publication membership, added only public.orders to the existing supabase_realtime publication, and preserved courier_locations, RLS, and policies."
       }
     ],
     "skills": {
-      "available": [],
-      "loaded": []
+      "available": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ],
+      "loaded": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ]
     },
     "docs": {
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase CLI restore pg_dump custom format local database migrate existing Postgres\", limit: 5) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"Postgres Changes realtime publication supabase_realtime add table INSERT events\", limit: 5) { nodes { ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/postgres",
-              "title": "Migrate from Postgres to Supabase"
+              "url": "https://supabase.com/docs/guides/realtime/subscribing-to-database-changes",
+              "title": "Subscribing to Database Changes"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/restoring-downloaded-backup",
-              "title": "Restoring a downloaded backup locally"
+              "url": "https://supabase.com/docs/guides/realtime/postgres-changes",
+              "title": "Postgres Changes"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/vercel-postgres",
-              "title": "Migrate from Vercel Postgres to Supabase"
+              "url": "https://supabase.com/docs/guides/realtime/benchmarks",
+              "title": "Benchmarks"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/neon",
-              "title": "Migrate from Neon to Supabase"
+              "url": "https://supabase.com/docs/guides/realtime/architecture",
+              "title": "Realtime Architecture"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/restore-from-platform",
-              "title": "Restore a Platform Project to Self-Hosted"
-            }
+              "url": "https://supabase.com/docs/guides/realtime/getting_started",
+              "title": "Getting Started with Realtime"
+            }
+          ],
+          "resultChars": 91663
+        },
+        {
+          "source": "web_search",
+          "query": "https://supabase.com/changelog.md",
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ]
+        },
+        {
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc 'curl -fsSL https://supabase.com/changelog.md | rg -n -i \"realtime|postgres changes|publication|breaking-change\" | head -80'",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
           ],
-          "resultChars": 42818
+          "resultChars": 10703
         }
       ]
     },
-    "prompt": "I have an existing Postgres database I want to migrate to Supabase. There's a binary dump at `source.dump` in the current directory.\n\nCan you set up a local Supabase project and restore the dump into it?",
-    "promptSourcePath": "evals/build-database-001-migrate-postgres-to-supabase/PROMPT.md",
+    "prompt": "Our dispatch dashboard shows incoming orders as they happen. The courier\nlocation feed on the same page updates live without problems, but new orders\nonly show up after a page refresh.\n\nThe dashboard uses supabase-js to subscribe to INSERT events on the `orders`\ntable through postgres_changes, the same way it subscribes to courier\nlocations. The channel's status callback logs SUBSCRIBED and there are no\nerrors in the browser console.\n\nFigure out why no order events ever arrive and fix it.",
+    "promptSourcePath": "evals/investigate-realtime-001-subscribed-no-events/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "codex-gpt-5.6-no-skills/build-database-001-migrate-postgres-to-supabase.json"
+    "sourcePath": "codex-gpt-5.6/investigate-realtime-001-subscribed-no-events.json"
   },
   {
-    "experiment": "codex-gpt-5.6-no-skills",
-    "experimentSuite": "no-skills",
+    "experiment": "codex-gpt-5.6",
+    "experimentSuite": "benchmark",
     "experimentDisplay": {
       "agent": "codex",
       "modelProvider": "openai",
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "build-functions-004-service-role-bypass",
-    "stage": "build",
+    "eval": "investigate-reliability-003-edge-function-5xx-correlation",
+    "stage": "investigate",
     "product": [
-      "edge-functions",
-      "auth",
-      "database"
+      "edge-functions"
     ],
     "topic": [
-      "rls",
-      "security",
-      "sdk"
+      "observability"
     ],
     "suite": "benchmark",
     "interface": "mcp",
-    "passed": true,
+    "passed": false,
     "checks": [
       {
-        "name": "rejects missing auth",
-        "passed": true,
-        "notes": "status=401"
-      },
-      {
-        "name": "user A reads own note",
-        "passed": true,
-        "notes": "status=200"
-      },
-      {
-        "name": "reads only with the caller's JWT",
+        "name": "identified image-transform and the recurring 503 pattern",
         "passed": true,
-        "notes": "bearer_tokens=2, all_match=true"
+        "judgeNotes": "Identified image-transform and the recurring eight HTTP 503 gateway failures from 07:00–12:00 UTC on 2026-04-28."
       },
       {
-        "name": "user A cannot force-read user B note",
-        "passed": true,
-        "notes": "status=200"
+        "name": "attributed recurring 503s to gateway/platform layer, not function code",
+        "passed": false,
+        "judgeNotes": "It correctly notes gateway-only 503s with no function executions, but then treats a dependency boot failure as plausible and recommends pinning/redeploying the function. The required conclusion is that the failures originated in the gateway/platform layer, not function code."
       },
       {
-        "name": "user B cannot force-read user A note",
+        "name": "recommended a concrete next step",
         "passed": true,
-        "notes": "status=200"
+        "judgeNotes": "Provides concrete next steps: classify the 503 cause, pin/test/redeploy on boot error, or open Supabase Support with exact timestamps and gateway request IDs."
       }
     ],
     "skills": {
-      "available": [],
-      "loaded": []
+      "available": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ],
+      "loaded": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ]
     },
     "docs": {
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Edge Functions authenticate user Authorization header getUser createClient SUPABASE_ANON_KEY RLS\", limit: 5) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"Edge Functions 503 Service Unavailable gateway request never reaches function logs troubleshooting\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
-              "title": "Integrating With Supabase Auth"
+              "url": "https://supabase.com/docs/guides/functions/status-codes",
+              "title": "Status codes"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/why-is-my-service-role-key-client-getting-rls-errors-or-not-returning-data-7_1K9z",
-              "title": "Why is my service role key client getting RLS errors or not returning data?"
+              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-503-response",
+              "title": "Edge Function 503 error response"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth",
-              "title": "Securing Edge Functions"
+              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-504-error-response",
+              "title": "Edge Function 504 error response"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
-              "title": "Understanding API keys"
+              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-404-error-response",
+              "title": "Edge Function 404 error response"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/secure-data",
-              "title": "Securing your data"
+              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-500-error-response",
+              "title": "Edge Function 500 error response"
             }
           ],
-          "resultChars": 32789
+          "resultChars": 42805
         }
       ]
     },
-    "prompt": "I built an Edge Function called `private-notes` for showing a user's saved\nprivate notes.\n\nCan you check whether there's any way one user could see another user's notes?\n\nPlease fix and deploy it if needed.",
-    "promptSourcePath": "evals/build-functions-004-service-role-bypass/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "codex-gpt-5.6-no-skills/build-functions-004-service-role-bypass.json"
+    "prompt": "Users have been reporting that image uploads are intermittently failing with server errors throughout the morning of `2026-04-28`.\n\nCan you investigate the project logs and tell me what is going on and what we\nshould do next?",
+    "promptSourcePath": "evals/investigate-reliability-003-edge-function-5xx-correlation/PROMPT.md",
+    "attempts": 2,
+    "sourcePath": "codex-gpt-5.6/investigate-reliability-003-edge-function-5xx-correlation.json"
   },
   {
-    "experiment": "codex-gpt-5.6-no-skills",
-    "experimentSuite": "no-skills",
+    "experiment": "codex-gpt-5.6",
+    "experimentSuite": "benchmark",
     "experimentDisplay": {
       "agent": "codex",
       "modelProvider": "openai",
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "build-functions-005-dual-auth-user-secret",
-    "stage": "build",
+    "eval": "resolve-dataapi-001-empty-results",
+    "stage": "resolve",
     "product": [
-      "edge-functions",
-      "auth",
-      "database"
+      "data-api",
+      "database",
+      "auth"
     ],
     "topic": [
-      "sdk",
       "rls",
-      "security"
+      "sdk"
     ],
     "suite": "benchmark",
-    "interface": "cli",
-    "cliVersion": "2.109.1",
+    "interface": "mcp",
     "passed": true,
     "checks": [
       {
-        "name": "seed rows present",
-        "passed": true,
-        "notes": "found 2/2 seeded rows"
-      },
-      {
-        "name": "rejects request with no credentials",
-        "passed": true,
-        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
-      },
-      {
-        "name": "user with JWT reads only their own rows",
-        "passed": true,
-        "notes": "status 200: [{\"user_id\":\"7771b8ed-5e55-4cd4-af22-e43905cae0fe\",\"metric\":\"steps_a_msj0yta6\",\"value\":111}]"
+        "name": "RLS still enabled on bookmarks",
+        "passed": true
       },
       {
-        "name": "user cannot read another user's rows by passing user_id",
-        "passed": true,
-        "notes": "status 200: [{\"user_id\":\"7771b8ed-5e55-4cd4-af22-e43905cae0fe\",\"metric\":\"steps_a_msj0yta6\",\"value\":111}]"
+        "name": "user A reads own bookmarks",
+        "passed": true
       },
       {
-        "name": "service key bypasses RLS to read the target user's rows",
-        "passed": true,
-        "notes": "status 200: [{\"user_id\":\"7bc5ace7-c5be-42dc-ba44-d5537f012dc1\",\"metric\":\"steps_b_msj0yta6\",\"value\":222}]"
+        "name": "user B cannot read user A bookmarks",
+        "passed": true
       },
       {
-        "name": "non-service key is not granted service access",
-        "passed": true,
-        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
+        "name": "anon reads no bookmarks",
+        "passed": true
       },
       {
-        "name": "rejects an unverified (forged) user token",
-        "passed": true,
-        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
+        "name": "user A can save a new bookmark",
+        "passed": true
       },
       {
-        "name": "a user token in the apikey slot is not treated as the service key",
-        "passed": true,
-        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
+        "name": "user B cannot insert a bookmark as user A",
+        "passed": true
       },
       {
-        "name": "implementation uses @supabase/server",
+        "name": "diagnosed RLS and added owner-scoped policies",
         "passed": true,
-        "notes": "imports @supabase/server / withSupabase"
+        "judgeNotes": "Correctly diagnosed default-deny RLS, kept RLS enabled, and created authenticated owner-scoped SELECT and INSERT policies using auth.uid() with USING and WITH CHECK."
       }
     ],
     "skills": {
-      "available": [],
-      "loaded": []
+      "available": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ],
+      "loaded": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ]
     },
     "docs": {
       "calls": [
         {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Edge Functions authenticate user JWT Authorization header service role secret key apikey header verify_jwt false getClaims\", limit: 8) { nodes { title href content } } }",
-          "hasContent": true,
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc \"printf '%s\\\\n' '--- RLS RULES ---'; for f in .agents/skills/supabase-postgres-best-practices/references/security-rls-*.md; do echo \\\"### \"'$f\"; cat \"$f\"; done; printf '\"'%s\\\\n' '--- CHANGELOG MATCHES ---'; curl -fsSL https://supabase.com/changelog.md | rg -i -C 2 'breaking-change|row level security|data api|grant' | head -120\"",
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
-              "title": "Integrating With Supabase Auth"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/javascript/auth-getclaims"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-headers",
-              "title": "Authorization headers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/error-codes",
-              "title": "Error codes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/function-configuration",
-              "title": "Function Configuration"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
-              "title": "Understanding API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/swift/auth-getclaims",
-              "title": "getClaims()"
+              "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 46978
+          "resultChars": 12745
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"API keys publishable secret key apikey header Edge Functions secret key service_role authorization\", limit: 10) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"Data API table grants authenticated RLS auth.uid select insert policies\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
-              "title": "Understanding API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy",
-              "title": "Envoy API Gateway"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth",
-              "title": "Securing Edge Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
-              "title": "New API Keys and Asymmetric Authentication"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/signing-keys",
-              "title": "JWT Signing Keys"
+              "url": "https://supabase.com/docs/guides/api/securing-your-api",
+              "title": "Securing your API"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth-headers",
-              "title": "Authorization headers"
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/quickstart-dashboard",
-              "title": "Getting Started with Edge Functions (Dashboard)"
+              "url": "https://supabase.com/docs/guides/resources/glossary",
+              "title": "Glossary"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/secure-data",
-              "title": "Securing your data"
+              "url": "https://supabase.com/docs/guides/local-development/testing/pgtap-extended",
+              "title": "Advanced pgTAP Testing"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-kotlin",
-              "title": "Build a Product Management Android App with Jetpack Compose"
+              "url": "https://supabase.com/docs/guides/database/postgres/column-level-security",
+              "title": "Column Level Security"
             }
           ],
-          "resultChars": 177206
-        },
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"@supabase/server Edge Functions API key environment SUPABASE_SECRET_KEYS authenticate request\", limit: 10) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth",
-              "title": "Securing Edge Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/secrets",
-              "title": "Environment Variables"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
-              "title": "Understanding API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/choosing-a-server-package",
-              "title": "Which package to use"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
-              "title": "New API Keys and Asymmetric Authentication"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-headers",
-              "title": "Authorization headers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
-              "title": "Integrating With Supabase Auth"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/integrations/build-a-supabase-oauth-integration",
-              "title": "Build a Supabase Integration"
-            }
-          ],
-          "resultChars": 90248
+          "resultChars": 88391
         }
       ]
     },
-    "prompt": "Build and serve a Supabase Edge Function named `user-stats` for this project,\nreachable over HTTP at `/functions/v1/user-stats`.\n\nOur product stores per-user metrics in the existing `user_stats` table.\n\nTwo very different callers need to hit this one endpoint:\n\n1. **Our mobile app**, acting for a signed-in user. It sends that user's\n   Supabase access token. The endpoint should return the user's own stats.\n\n2. **Our internal billing service**, a trusted backend with no signed-in user.\n   It authenticates with the project's secret (service-role) key in the `apikey`\n   header, and names the target user with a `user_id` in the JSON request body.\n   It needs that user's stats.\n\nReturn the matching rows as JSON. The endpoint must be secure: only ever serve\nstats to a caller that is genuinely entitled to them, and turn away callers that\nare not.",
-    "promptSourcePath": "evals/build-functions-005-dual-auth-user-secret/PROMPT.md",
+    "prompt": "Our app lets signed-in users save bookmarks and view them on their dashboard. Bookmarks are stored in the `bookmarks` table and are private — a user must only ever see their own. \nUsers also need to be able to save new bookmarks from the app.\n\nI can see the rows when I query the table directly, but the dashboard shows an empty list for every user.\n\nFind out why the Data API returns nothing and fix it.",
+    "promptSourcePath": "evals/resolve-dataapi-001-empty-results/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "codex-gpt-5.6-no-skills/build-functions-005-dual-auth-user-secret.json"
+    "sourcePath": "codex-gpt-5.6/resolve-dataapi-001-empty-results.json"
   },
   {
-    "experiment": "codex-gpt-5.6-no-skills",
-    "experimentSuite": "no-skills",
+    "experiment": "codex-gpt-5.6",
+    "experimentSuite": "benchmark",
     "experimentDisplay": {
       "agent": "codex",
       "modelProvider": "openai",
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "build-rls-003-org-roles-permissions",
-    "stage": "build",
+    "eval": "resolve-database-001-migration-history-mismatch",
+    "stage": "resolve",
     "product": [
-      "database",
-      "auth"
+      "database"
     ],
     "topic": [
-      "rls",
-      "security"
+      "migrations"
     ],
     "suite": "benchmark",
-    "interface": "mcp",
+    "interface": "cli",
     "passed": true,
     "checks": [
       {
-        "name": "RLS enabled on documents",
-        "passed": true
-      },
-      {
-        "name": "viewer sees only documents in their org",
-        "passed": true
-      },
-      {
-        "name": "viewer cannot insert",
-        "passed": true
-      },
-      {
-        "name": "editor can insert own org document",
-        "passed": true
-      },
-      {
-        "name": "editor can update own document",
-        "passed": true
-      },
-      {
-        "name": "editor cannot update another user's document",
-        "passed": true
-      },
-      {
-        "name": "editor cannot delete another user's document",
-        "passed": true
-      },
-      {
-        "name": "admin can update any document in their org",
-        "passed": true
-      },
-      {
-        "name": "admin can delete any document in their org",
-        "passed": true
-      },
-      {
-        "name": "admin cannot affect another org",
+        "name": "the avatar_url column is applied on the hosted profiles table",
         "passed": true
       },
       {
-        "name": "WITH CHECK blocks editor from moving document to another org",
+        "name": "migration 20240220000000 is recorded in the remote history",
         "passed": true
       },
       {
-        "name": "editor can still see their own org's roster",
+        "name": "remote migration history matches local migration files",
         "passed": true
       },
       {
-        "name": "cannot see another org's membership roster",
+        "name": "local migrations are a valid reconciled sequence",
         "passed": true
       },
       {
-        "name": "a viewer role in one org doesn't grant admin power in another org",
+        "name": "production profile data is intact (not reset)",
         "passed": true
       },
       {
-        "name": "multi-org user can act as admin in the org where they hold that role",
-        "passed": true
+        "name": "the avatar migration and history reconciliation were done via the Supabase CLI",
+        "passed": true,
+        "judgeNotes": "`supabase db push --db-url \"$DB_URL\" --yes` applied `20240220000000_add_avatar_url.sql` and finished successfully. The orphan bio history was reconciled by adding local `20240115000000_add_profile_bio.sql`, then pushing; the final migration list matched local and remote. No prohibited workaround occurred; `psql` usage was read-only."
       }
     ],
     "skills": {
-      "available": [],
-      "loaded": []
+      "available": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ],
+      "loaded": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ]
     },
     "docs": {
-      "calls": []
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Supabase CLI migration list db push repair remote migration history troubleshooting\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
+              "title": "Local development workflow"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/database-migrations",
+              "title": "Database Migrations"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/cli/supabase-migration-repair",
+              "title": "Repair the migration history table"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/cli/supabase-db-push",
+              "title": "Push new migrations to the remote database"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/cli/supabase-migration-list",
+              "title": "List local and remote migrations"
+            }
+          ],
+          "resultChars": 50099
+        },
+        {
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc \"set -o pipefail\nprintf '%s\\\\n' '--- git status ---'\ngit status --short\nprintf '%s\\\\n' '--- files ---'\nrg --files -g 'AGENTS.md' -g 'supabase/**' -g '\"'!supabase/.temp/**'\"' | sort\nprintf '%s\\\\n' '--- config hints ---'\nfind supabase/.temp -maxdepth 2 -type f -print 2>/dev/null | sort\nprintf '%s\\\\n' '--- cli version ---'\nsupabase --version\nprintf '%s\\\\n' '--- changelog breaking changes ---'\ncurl -fsSL https://supabase.com/changelog.md | rg -n -i 'breaking.change|migration|cli' | head -80\"",
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 15179
+        }
+      ]
     },
-    "prompt": "Access control on our shared docs feature needs work, people can see and edit documents they shouldn't. Viewers should just be able to read, editors should only manage their own docs, and admins should be able to manage anything in their org. People should only be able to see who's in their own org.",
-    "promptSourcePath": "evals/build-rls-003-org-roles-permissions/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "codex-gpt-5.6-no-skills/build-rls-003-org-roles-permissions.json"
+    "prompt": "I'm trying to ship a migration to our hosted project and it's not working. Can you figure out what's wrong and get it deployed?",
+    "promptSourcePath": "evals/resolve-database-001-migration-history-mismatch/PROMPT.md",
+    "attempts": 2,
+    "sourcePath": "codex-gpt-5.6/resolve-database-001-migration-history-mismatch.json"
   },
   {
-    "experiment": "codex-gpt-5.6-no-skills",
-    "experimentSuite": "no-skills",
+    "experiment": "codex-gpt-5.6",
+    "experimentSuite": "benchmark",
     "experimentDisplay": {
       "agent": "codex",
       "modelProvider": "openai",
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "build-storage-001-private-bucket-access",
-    "stage": "build",
+    "eval": "resolve-performance-001-slow-query-cpu-spike",
+    "stage": "resolve",
     "product": [
-      "storage",
       "database"
     ],
     "topic": [
-      "rls",
-      "sdk"
+      "observability",
+      "sql"
     ],
     "suite": "benchmark",
     "interface": "mcp",
     "passed": true,
     "checks": [
       {
-        "name": "bucket user-files exists",
+        "name": "inspected pg_stat_statements for query performance",
         "passed": true
       },
       {
-        "name": "bucket user-files is private",
+        "name": "ran EXPLAIN on the expensive query",
         "passed": true
       },
       {
-        "name": "RLS still enabled on storage.objects",
+        "name": "created index covering user_id and created_at",
         "passed": true
       },
       {
-        "name": "user A lists only own files",
+        "name": "query plan uses an index and avoids sequential scan",
         "passed": true,
-        "notes": "saw: 019fdc8d-04dc-730f-a0ac-4ed1bc5a28ce/receipt-alpha.pdf, 019fdc8d-04dc-730f-a0ac-4ed1bc5a28ce/receipt-beta.pdf"
-      },
-      {
-        "name": "user B cannot read user A files",
-        "passed": true
-      },
-      {
-        "name": "anon reads no files",
-        "passed": true
-      },
-      {
-        "name": "user A can upload into own folder",
-        "passed": true
+        "notes": "Limit  (cost=79.74..79.86 rows=50 width=58)\n  ->  Sort  (cost=79.74..79.99 rows=100 width=58)\n        Sort Key: created_at DESC\n        ->  Bitmap Heap Scan on events  (cost=5.06..76.42 rows=100 width=58)\n              Recheck Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)\n              ->  Bitmap Index Scan on events_user_id_created_at_idx  (cost=0.00..5.03 rows=100 width=0)\n                    Index Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)"
       },
       {
-        "name": "user B cannot upload into user A folder",
+        "name": "inserts still work",
         "passed": true
-      },
-      {
-        "name": "configured private per-user storage access",
-        "passed": true,
-        "judgeNotes": "Meets rubric: private user-files bucket (public=false), authenticated SELECT and INSERT policies scoped to bucket and auth.uid() path prefix with WITH CHECK for upload, no RLS disabling/permissive public policies, and supabase-js createSignedUrl with expiry for temporary sharing."
       }
     ],
     "skills": {
-      "available": [],
-      "loaded": []
+      "available": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ],
+      "loaded": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ]
     },
     "docs": {
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase Storage access control RLS policies storage.objects foldername auth.uid signed URL createSignedUrl upload download private bucket\", limit: 5) { nodes { ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } } } }",
+          "query": "query { searchDocs(query: \"pg_stat_statements query optimization indexes EXPLAIN ANALYZE\", limit: 5) { nodes { ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
-              "title": "Storage Buckets"
+              "url": "https://supabase.com/docs/guides/database/inspect",
+              "title": "Database debugging and monitoring"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/security/access-control",
-              "title": "Storage Access Control"
+              "url": "https://supabase.com/docs/guides/database/postgres/configuration",
+              "title": "Database configuration"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/schema/custom-roles",
-              "title": "Custom Roles"
+              "url": "https://supabase.com/docs/guides/database/query-optimization",
+              "title": "Query Optimization"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
-              "title": "Configure S3 Storage"
+              "url": "https://supabase.com/docs/guides/database/extensions/pg_stat_statements",
+              "title": "pg_stat_statements: Query Performance Monitoring"
             },
             {
-              "url": "https://supabase.com/docs/guides/security/product-security",
-              "title": "Secure configuration of Supabase products"
+              "url": "https://supabase.com/docs/guides/troubleshooting/running-explain-analyze-on-functions",
+              "title": "Running EXPLAIN ANALYZE on functions"
+            }
+          ],
+          "resultChars": 30946
+        },
+        {
+          "source": "web_search",
+          "query": "https://supabase.com/changelog.md",
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ]
+        },
+        {
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc \"curl -fsSL https://supabase.com/changelog.md | rg -i -m 5 'breaking-change|postgres|database'\"",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 22016
+          "resultChars": 745
         }
       ]
     },
-    "prompt": "Our app lets signed-in users keep personal files like receipts and bank\nstatements. These files are private — a user must only ever be able to upload\nand download their own. The app uploads each file under a path that starts\nwith the owner's user id, e.g. `<user_id>/receipt-march.pdf`.\n\nSet up a `user-files` bucket on our project and lock it down that way.\n\nUsers also sometimes share one of their files with someone else through a\ntemporary link that expires. Include the supabase-js code the app should use\nfor that.",
-    "promptSourcePath": "evals/build-storage-001-private-bucket-access/PROMPT.md",
+    "prompt": "My database CPU keeps spiking and the app gets slow when loading recent events for a user. Can you figure out what query is causing it and make the database change needed to fix it?\n\nEnd your turn with a short summary of what you changed and why.",
+    "promptSourcePath": "evals/resolve-performance-001-slow-query-cpu-spike/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "codex-gpt-5.6-no-skills/build-storage-001-private-bucket-access.json"
+    "sourcePath": "codex-gpt-5.6/resolve-performance-001-slow-query-cpu-spike.json"
   },
   {
-    "experiment": "codex-gpt-5.6-no-skills",
-    "experimentSuite": "no-skills",
+    "experiment": "codex-gpt-5.6",
+    "experimentSuite": "benchmark",
     "experimentDisplay": {
       "agent": "codex",
       "modelProvider": "openai",
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "build-tests-001-rls-tenant-isolation",
-    "stage": "build",
+    "eval": "resolve-security-002-rls-cross-tenant-leak",
+    "stage": "resolve",
     "product": [
-      "database"
+      "database",
+      "auth"
     ],
     "topic": [
-      "tests",
-      "rls"
+      "rls",
+      "security"
     ],
     "suite": "benchmark",
-    "interface": "cli",
+    "interface": "mcp",
     "passed": true,
     "checks": [
       {
-        "name": "pgTAP test file(s) written under supabase/tests/",
-        "passed": true,
-        "notes": "1 file(s): supabase/tests/database/tenant_isolation.test.sql"
+        "name": "RLS enabled on notes",
+        "passed": true
       },
       {
-        "name": "pgTAP isolation tests ran and pass",
-        "passed": true,
-        "notes": "5 passed, 2 failed"
+        "name": "tenant A sees only org A notes",
+        "passed": true
       },
       {
-        "name": "agent correctly identifies the posts isolation bug from test results",
-        "passed": true,
-        "judgeNotes": "Correctly identifies `posts` as leaking cross-tenant rows for authenticated users, distinguishes `notes` as correctly isolated, and grounds the conclusion in failing pgTAP results."
+        "name": "tenant B cannot read org A notes",
+        "passed": true
+      },
+      {
+        "name": "tenant A author can update own note",
+        "passed": true
+      },
+      {
+        "name": "tenant B cannot update org A note",
+        "passed": true
+      },
+      {
+        "name": "tenant B author can delete own note",
+        "passed": true
+      },
+      {
+        "name": "tenant B cannot delete org A note",
+        "passed": true
+      },
+      {
+        "name": "tenant A can insert note in own org",
+        "passed": true
+      },
+      {
+        "name": "tenant B cannot insert into org A",
+        "passed": true
       }
     ],
     "skills": {
-      "available": [],
-      "loaded": []
+      "available": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ],
+      "loaded": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ]
     },
     "docs": {
       "calls": [
+        {
+          "source": "web_search",
+          "query": "https://supabase.com/changelog.md",
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ]
+        },
+        {
+          "source": "shell_fetch",
+          "query": "/bin/bash -lc \"curl -fsSL https://supabase.com/changelog.md | rg -i -C 2 'breaking|row level|rls|policy' | head -120\"",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 8026
+        },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"database testing pgTAP row level security auth.uid tests\", limit: 5) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"row level security multi tenant workspace membership auth.uid policy\", limit: 5) { nodes { ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/local-development/testing/overview",
-              "title": "Testing Overview"
+              "url": "https://supabase.com/docs/guides/auth/oauth-server/token-security",
+              "title": "Token Security and Row Level Security"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/testing/pgtap-extended",
-              "title": "Advanced pgTAP Testing"
+              "url": "https://supabase.com/docs/guides/realtime/getting_started",
+              "title": "Getting Started with Realtime"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
-              "title": "Row Level Security"
+              "url": "https://supabase.com/docs/guides/getting-started/features",
+              "title": "Features"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/extensions/pgtap",
-              "title": "pgTAP: Unit Testing"
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/testing",
-              "title": "Testing Your Database"
+              "url": "https://supabase.com/docs/guides/database/postgres/column-level-security",
+              "title": "Column Level Security"
             }
           ],
-          "resultChars": 70562
+          "resultChars": 80043
         }
       ]
     },
-    "prompt": "Can you audit the tenant isolation on our tables? Write some database tests covering both the happy path and the negative case, run them, and share the results.",
-    "promptSourcePath": "evals/build-tests-001-rls-tenant-isolation/PROMPT.md",
+    "prompt": "A customer reported that notes showed up in the wrong workspace.\n\nCan you investigate what is going on and fix it?",
+    "promptSourcePath": "evals/resolve-security-002-rls-cross-tenant-leak/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "codex-gpt-5.6-no-skills/build-tests-001-rls-tenant-isolation.json"
+    "sourcePath": "codex-gpt-5.6/resolve-security-002-rls-cross-tenant-leak.json"
   },
   {
     "experiment": "codex-gpt-5.6-no-skills",
@@ -17640,50 +17543,60 @@
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "build-vectors-001-rag-with-permissions",
+    "eval": "build-auth-001-email-password-flow",
     "stage": "build",
     "product": [
-      "database",
-      "vectors"
+      "auth",
+      "database"
     ],
     "topic": [
-      "sql",
+      "sdk",
       "rls"
     ],
     "suite": "benchmark",
-    "interface": "mcp",
+    "interface": "cli",
+    "cliVersion": "2.109.1",
     "passed": true,
     "checks": [
       {
-        "name": "document_sections.embedding is vector(384)",
+        "name": "auth module loads and the driver completes",
         "passed": true,
-        "notes": "vector(384)"
+        "notes": "driver produced a result"
       },
       {
-        "name": "HNSW index on the embedding column",
+        "name": "signUp creates the account and returns its user id",
         "passed": true,
-        "notes": "CREATE INDEX document_sections_embedding_hnsw_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops) WHERE (embedding IS NOT NULL)"
+        "notes": "db user f8ff4c5f-fc4e-4572-bb87-f27bbe737754, signUp returned {\"userId\":\"f8ff4c5f-fc4e-4572-bb87-f27bbe737754\"}"
       },
       {
-        "name": "index operator class matches the search operator",
+        "name": "signup metadata reaches the profile (display name)",
         "passed": true,
-        "notes": "function operators: <=>\nindexes: CREATE INDEX document_sections_embedding_hnsw_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops) WHERE (embedding IS NOT NULL)"
+        "notes": "profiles.display_name = \"Alex Doe\""
       },
       {
-        "name": "user A search returns only own sections, best match first",
-        "passed": true
+        "name": "wrong password is rejected gracefully (no throw, no session)",
+        "passed": true,
+        "notes": "{\"error\":\"Invalid login credentials\"}"
       },
       {
-        "name": "user B search returns only own sections, best match first",
-        "passed": true
+        "name": "signIn with the right password returns the user id",
+        "passed": true,
+        "notes": "{\"userId\":\"f8ff4c5f-fc4e-4572-bb87-f27bbe737754\"}"
       },
       {
-        "name": "user A reads only own sections through the API",
-        "passed": true
+        "name": "getMyProfile returns the signed-in user's profile",
+        "passed": true,
+        "notes": "{\"displayName\":\"Alex Doe\",\"plan\":\"free\"}"
       },
       {
-        "name": "user A reads only own documents through the API",
-        "passed": true
+        "name": "app code does not use the secret / service-role key",
+        "passed": true,
+        "notes": "no secret-key references found"
+      },
+      {
+        "name": "implementation uses @supabase/supabase-js",
+        "passed": true,
+        "notes": "imports found in: app/src/auth.mjs"
       }
     ],
     "skills": {
@@ -17694,66 +17607,73 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase AI gte-small embedding dimensions pgvector semantic search match_documents RLS security invoker\", limit: 5) { nodes { ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
+          "query": "query { searchDocs(query: \"JavaScript signUp user metadata signInWithPassword getUser profiles table auth\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/ai",
-              "title": "AI & Vectors"
+              "url": "https://supabase.com/docs/reference/javascript/auth-signinwithpassword"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/semantic-search",
-              "title": "Semantic Search"
+              "url": "https://supabase.com/docs/reference/swift/auth-signinwithpassword",
+              "title": "signInWithPassword()"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/extensions/pgvector",
-              "title": "pgvector: Embeddings and vector similarity"
+              "url": "https://supabase.com/docs/reference/dart/auth-signinwithpassword"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/semantic-search",
-              "title": "Semantic search"
+              "url": "https://supabase.com/docs/reference/javascript/auth-signinwithpasskey"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
-              "title": "Automatic embeddings"
+              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/auth0",
+              "title": "Migrate from Auth0 to Supabase Auth"
             }
           ],
-          "resultChars": 63278
+          "resultChars": 18211
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"gte-small 384 dimensions Supabase.ai.Session\", limit: 5) { nodes { ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } } } }",
+          "query": "query { searchDocs(query: \"JavaScript auth signUp email password options data user metadata getSession select single profiles\", limit: 8) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/ai/choosing-compute-addon",
-              "title": "Choosing your Compute Add-on"
+              "url": "https://supabase.com/docs/reference/javascript/auth-signup"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/ai-models",
-              "title": "Running AI Models"
+              "url": "https://supabase.com/docs/guides/troubleshooting/customizing-emails-by-language-KZ_38Q",
+              "title": "Customizing Emails by Language"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/sessions",
-              "title": "User sessions"
+              "url": "https://supabase.com/docs/guides/auth/passkeys",
+              "title": "Passkey authentication"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/semantic-search",
-              "title": "Semantic search"
+              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
+              "title": "User Management"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/vector/working-with-indexes",
-              "title": "Working with Vector Indexes"
+              "url": "https://supabase.com/docs/reference/javascript/auth-signinwithpassword"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/passwords",
+              "title": "Password-based Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/auth-email-passwordless",
+              "title": "Passwordless email logins"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/auth0",
+              "title": "Migrate from Auth0 to Supabase Auth"
             }
           ],
-          "resultChars": 76269
+          "resultChars": 97746
         }
       ]
     },
-    "prompt": "We're adding semantic search to our internal knowledge base app. I already wrote the edge functions, but search doesn't work yet. Can you set up whatever the database needs to make search work end to end?\n\nSome documents are confidential, so users should only have access to documents they own.",
-    "promptSourcePath": "evals/build-vectors-001-rag-with-permissions/PROMPT.md",
+    "prompt": "Our app in `app/` needs accounts. Wire up `app/src/auth.mjs` — the stubs in\nthere describe what each function should do. People sign up with an email,\npassword, and display name, sign back in later, and the app greets them with\ntheir profile.\n\nThe Supabase project for this app is in `supabase/` and already running\nlocally. When you're done, the functions should work for real against it.",
+    "promptSourcePath": "evals/build-auth-001-email-password-flow/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "codex-gpt-5.6-no-skills/build-vectors-001-rag-with-permissions.json"
+    "sourcePath": "codex-gpt-5.6-no-skills/build-auth-001-email-password-flow.json"
   },
   {
     "experiment": "codex-gpt-5.6-no-skills",
@@ -17764,31 +17684,50 @@
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "deploy-database-001-prometheus-metrics",
-    "stage": "deploy",
+    "eval": "build-cli-001-bootstrap-app",
+    "stage": "build",
     "product": [
-      "database"
+      "database",
+      "data-api"
     ],
     "topic": [
-      "observability"
+      "migrations",
+      "rls"
     ],
     "suite": "benchmark",
     "interface": "cli",
     "passed": true,
     "checks": [
       {
-        "name": "preserved existing app scrape job",
+        "name": "supabase project initialised (supabase/config.toml exists)",
         "passed": true
       },
       {
-        "name": "configured the Supabase Metrics API scrape correctly",
+        "name": "todos table is created by a migration file",
+        "passed": true
+      },
+      {
+        "name": "todos table exists with at least 2 seeded rows",
+        "passed": true,
+        "notes": "found 2 rows"
+      },
+      {
+        "name": "row level security is enabled on todos",
+        "passed": true
+      },
+      {
+        "name": "a SELECT policy targets the authenticated role",
+        "passed": true
+      },
+      {
+        "name": "REST API returns no todos to anonymous requests",
         "passed": true,
-        "judgeNotes": "Meets all requirements: app scrape preserved, Supabase HTTPS metrics endpoint configured with Basic Auth password_file, project target present, and Docker Compose wires the secret to /run/secrets."
+        "notes": "0 rows"
       },
       {
-        "name": "documented live deployment and verification steps",
+        "name": "REST API returns the todos to authenticated requests",
         "passed": true,
-        "judgeNotes": "README includes creating a Supabase secret API key, writing it to the matching Docker secret file, recreating the Compose Prometheus service, and verifying via Prometheus targets or an up{job=\"supabase\"} query."
+        "notes": "2 rows"
       }
     ],
     "skills": {
@@ -17799,46 +17738,38 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Prometheus project metrics endpoint customer v1 privileged metrics service_role basic auth observability\", limit: 8) { nodes { title href content } } }",
+          "query": "query { searchDocs(query: \"Row Level Security authenticated users SELECT policy anon no rows public table migrations seed data local development\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
-              "title": "Vendor-agnostic Metrics API setup"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted",
-              "title": "Metrics API with Prometheus & Grafana (self-hosted)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
-              "title": "Metrics API"
+              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
+              "title": "Local development workflow"
             },
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud",
-              "title": "Metrics API with Grafana Cloud"
+              "url": "https://supabase.com/docs/guides/getting-started/features",
+              "title": "Features"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/read-replicas",
-              "title": "Read Replicas"
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
             },
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/reports",
-              "title": "Reports"
+              "url": "https://supabase.com/docs/guides/auth/auth-anonymous",
+              "title": "Anonymous Sign-Ins"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/extensions/pgaudit",
-              "title": "PGAudit: Postgres Auditing"
+              "url": "https://supabase.com/docs/guides/api/securing-your-api",
+              "title": "Securing your API"
             }
           ],
-          "resultChars": 82042
+          "resultChars": 100768
         }
       ]
     },
-    "prompt": "Can you wire my Supabase project metrics into our existing observability stack and document\nin the observability README what we need to do to make the config live?",
-    "promptSourcePath": "evals/deploy-database-001-prometheus-metrics/PROMPT.md",
+    "prompt": "We're kicking off a todos app and I want the Supabase side ready for the team\nto build on. Set it up the way we'd run it in development, with schema changes\ntracked as migrations so they can be reviewed and replayed.\n\nFor the first slice we just need a `todos` table. Todos aren't public: anyone\nsigned in can read all of them, but nothing should be writable through the API\nfor now. Add a couple of sample todos so there's something to look at.\n\nBefore you hand it back, make sure the running API actually behaves that way —\nsigned-in users get the todos, signed-out requests get nothing.",
+    "promptSourcePath": "evals/build-cli-001-bootstrap-app/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "codex-gpt-5.6-no-skills/deploy-database-001-prometheus-metrics.json"
+    "sourcePath": "codex-gpt-5.6-no-skills/build-cli-001-bootstrap-app.json"
   },
   {
     "experiment": "codex-gpt-5.6-no-skills",
@@ -17849,34 +17780,33 @@
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "deploy-functions-001-edge-function-secrets",
-    "stage": "deploy",
+    "eval": "build-cli-002-declarative-schema",
+    "stage": "build",
     "product": [
-      "edge-functions"
+      "database"
     ],
     "topic": [
-      "security"
+      "declarative-schema",
+      "migrations"
     ],
     "suite": "benchmark",
     "interface": "cli",
     "passed": true,
     "checks": [
       {
-        "name": "WEATHER_API_KEY is set as a Function secret on the project",
+        "name": "supabase db diff used to generate the migration",
         "passed": true
       },
       {
-        "name": "the weather function is deployed to the project",
-        "passed": true,
-        "notes": "status ACTIVE"
+        "name": "schema file updated to include description column",
+        "passed": true
       },
       {
-        "name": "the weather function reads WEATHER_API_KEY from the environment",
-        "passed": true,
-        "judgeNotes": "The function reads WEATHER_API_KEY from the runtime environment using Deno.env.get(\"WEATHER_API_KEY\")."
+        "name": "a new migration was generated for the change",
+        "passed": true
       },
       {
-        "name": "WEATHER_API_KEY value is not committed to the repo",
+        "name": "description column exists in the live database",
         "passed": true
       }
     ],
@@ -17888,34 +17818,30 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase Edge Functions secrets environment variables Deno.env deploy functions invoke no verify jwt\", limit: 5) { nodes { ... on Guide { title href content } ... on CLICommandReference { title href content } } } }",
+          "query": "query { searchDocs(query: \"Supabase CLI local database migration add column alter table\", limit: 3) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/functions/secrets",
-              "title": "Environment Variables"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/deployment/database-migrations",
+              "title": "Database Migrations"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
+              "url": "https://supabase.com/docs/guides/local-development/database-migrations",
+              "title": "Database migrations"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/websockets",
-              "title": "Handling WebSockets"
+              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
+              "title": "Local development workflow"
             }
           ],
-          "resultChars": 37288
+          "resultChars": 54403
         }
       ]
     },
-    "prompt": "Our weather widget currently calls WeatherAPI straight from the browser, which\nleaks our API key. I want to move that behind a Supabase Edge Function called\n`weather` that holds the key server-side and proxies the request.\n\nThe function should read the key from an environment variable named\n`WEATHER_API_KEY`. Our key already lives in a local `.env` file at the project\nroot.\n\nDeploy the function to our project so it's live, and make sure the deployed\nfunction can actually read the key at runtime.",
-    "promptSourcePath": "evals/deploy-functions-001-edge-function-secrets/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "codex-gpt-5.6-no-skills/deploy-functions-001-edge-function-secrets.json"
+    "prompt": "Add a description text column to the `products` table in my local Supabase stack",
+    "promptSourcePath": "evals/build-cli-002-declarative-schema/PROMPT.md",
+    "attempts": 2,
+    "sourcePath": "codex-gpt-5.6-no-skills/build-cli-002-declarative-schema.json"
   },
   {
     "experiment": "codex-gpt-5.6-no-skills",
@@ -17926,35 +17852,36 @@
       "modelId": "gpt-5.6-sol",
       "reasoningEffort": "medium"
     },
-    "eval": "deploy-self-hosting-001-docker-compose",
-    "stage": "deploy",
+    "eval": "build-cli-003-pg-cron-queue-workflow",
+    "stage": "build",
     "product": [
       "database",
-      "auth",
-      "storage"
+      "edge-functions",
+      "cron",
+      "queues"
     ],
     "topic": [
-      "self-hosting"
+      "sql",
+      "sdk"
     ],
     "suite": "benchmark",
     "interface": "cli",
     "passed": true,
     "checks": [
       {
-        "name": "cloned the self-host stack (docker-compose.yml + volumes/db)",
-        "passed": true
-      },
-      {
-        "name": "didn't conflate with the CLI (no supabase/config.toml in the stack)",
-        "passed": true
+        "name": "pg_cron job 'enqueue-tasks' scheduled to run every minute",
+        "passed": true,
+        "notes": "schedule='* * * * *', active=true"
       },
       {
-        "name": "secrets rotated off the shipped defaults",
-        "passed": true
+        "name": "cron command enqueues to the 'tasks' queue",
+        "passed": true,
+        "notes": "queue depth 0 -> 1"
       },
       {
-        "name": "ANON_KEY and SERVICE_ROLE_KEY are HS256 JWTs signed by JWT_SECRET",
-        "passed": true
+        "name": "process-tasks function drains the queue",
+        "passed": true,
+        "notes": "function removed the seeded message (id 4) from the queue"
       }
     ],
     "skills": {
@@ -17965,1127 +17892,1464 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"self-hosting Docker compose install docker .env secrets JWT_SECRET ANON_KEY SERVICE_ROLE_KEY POSTGRES_PASSWORD SECRET_KEY_BASE VAULT_ENC_KEY\", limit: 8) { nodes { ... on Guide { title href content subsections { nodes { title href content } } } ... on TroubleshootingGuide { title href content } } } }",
+          "query": "query { searchDocs(query: \"Supabase Queues pgmq create queue send read delete Edge Function cron schedule every minute local\", limit: 8) { nodes { __typename title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
-              "title": "New API Keys and Asymmetric Authentication"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#environment-variables-configuration",
-              "title": "Environment variables configuration"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#verifying-the-setup",
-              "title": "Verifying the setup"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#new-api-keys-format",
-              "title": "New API keys format"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#adding-the-new-keys",
-              "title": "Adding the new keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#additional-resources",
-              "title": "Additional resources"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#before-you-begin",
-              "title": "Before you begin"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#differences-from-the-supabase-platform",
-              "title": "Differences from the Supabase platform"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#backward-compatibility",
-              "title": "Backward compatibility"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#rotating-the-new-api-keys",
-              "title": "Rotating the new API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#regenerating-asymmetric-key-pair",
-              "title": "Regenerating asymmetric key pair"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#how-it-works",
-              "title": "How it works"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#what-client-sdk-sends",
-              "title": "What client SDK sends"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#kong-api-gateway-routing",
-              "title": "Kong API gateway routing"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#request-flows",
-              "title": "Request flows"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#unauthenticated-requests-api-key-only-no-user-session-jwt",
-              "title": "Unauthenticated requests (API key only, no user session JWT)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#authenticated-requests-user-session-jwt",
-              "title": "Authenticated requests (user session JWT)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy",
-              "title": "Envoy API Gateway"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#before-you-begin",
-              "title": "Before you begin"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#enabling-the-envoy-gateway",
-              "title": "Enabling the Envoy gateway"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#verify",
-              "title": "Verify"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#architecture",
-              "title": "Architecture"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#configuration-file-structure",
-              "title": "Configuration file structure"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#how-the-configuration-is-rendered-at-startup",
-              "title": "How the configuration is rendered at startup"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#routes",
-              "title": "Routes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#authentication",
-              "title": "Authentication"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#dashboard-basic-auth",
-              "title": "Dashboard basic auth"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#api-key-enforcement-on-protected-routes",
-              "title": "API key enforcement on protected routes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#opaque-key-translation",
-              "title": "Opaque key translation"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#forwarded-headers-and-cors",
-              "title": "Forwarded headers and CORS"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#x-forwarded-headers",
-              "title": "X-Forwarded headers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#cors",
-              "title": "CORS"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#security-hardening",
-              "title": "Security hardening"
+              "url": "https://supabase.com/docs/guides/cron",
+              "title": "Cron"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#customizing-the-configuration",
-              "title": "Customizing the configuration"
+              "url": "https://supabase.com/docs/guides/queues",
+              "title": "Supabase Queues"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#admin-interface",
-              "title": "Admin interface"
+              "url": "https://supabase.com/docs/guides/database/extensions/pg_net",
+              "title": "pg_net: Async Networking"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#troubleshooting",
-              "title": "Troubleshooting"
+              "url": "https://supabase.com/docs/guides/functions/schedule-functions",
+              "title": "Scheduling Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#logs",
-              "title": "Logs"
+              "url": "https://supabase.com/docs/guides/cron/quickstart",
+              "title": "Quickstart"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#common-issues",
-              "title": "Common issues"
+              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions",
+              "title": "Consuming Supabase Queue Messages with Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy#see-also",
-              "title": "See also"
+              "url": "https://supabase.com/docs/guides/queues/quickstart",
+              "title": "Quickstart"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth",
-              "title": "Configure Social Login (OAuth) Providers"
-            },
+              "url": "https://supabase.com/docs/guides/queues/expose-self-hosted-queues",
+              "title": "Expose Queues for local and self-hosted Supabase"
+            }
+          ],
+          "resultChars": 46462
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Queues quickstart SQL pgmq.create pgmq.send pgmq.read pgmq.delete cron.schedule SQL\", limit: 10) { nodes { __typename title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#additional-resources",
-              "title": "Additional resources"
+              "url": "https://supabase.com/docs/guides/queues/pgmq",
+              "title": "PGMQ Extension"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#step-5-verify-the-configuration",
-              "title": "Step 5: Verify the configuration"
+              "url": "https://supabase.com/docs/guides/queues",
+              "title": "Supabase Queues"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#step-4-restart-the-auth-service",
-              "title": "Step 4: Restart the auth service"
+              "url": "https://supabase.com/docs/guides/queues/quickstart",
+              "title": "Quickstart"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#test-the-login-flow",
-              "title": "Test the login flow"
+              "url": "https://supabase.com/docs/guides/troubleshooting/pgcron-debugging-guide-n1KTaz",
+              "title": "pg_cron debugging guide"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#troubleshooting",
-              "title": "Troubleshooting"
+              "url": "https://supabase.com/docs/guides/queues/api",
+              "title": "API"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#step-3-enable-the-matching-lines-in-docker-compose-configuration",
-              "title": "Step 3: Enable the matching lines in Docker Compose configuration"
+              "url": "https://supabase.com/docs/guides/functions/schedule-functions",
+              "title": "Scheduling Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#step-2-configure-environment-variables",
-              "title": "Step 2: Configure environment variables"
+              "url": "https://supabase.com/docs/guides/cron/install",
+              "title": "Install"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#step-1-register-your-app-with-the-provider",
-              "title": "Step 1: Register your app with the provider"
+              "url": "https://supabase.com/docs/guides/cron",
+              "title": "Cron"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#step-by-step-configuration",
-              "title": "Step-by-step configuration"
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
+              "title": "Automatic embeddings"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#auth-environment-variables",
-              "title": "Auth environment variables"
-            },
+              "url": "https://supabase.com/docs/guides/cron/quickstart",
+              "title": "Quickstart"
+            }
+          ],
+          "resultChars": 90195
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Edge Function consume Supabase Queue pgmq_public read delete createClient Deno\", limit: 8) { nodes { __typename title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#oauth-request-flow",
-              "title": "OAuth request flow"
+              "url": "https://supabase.com/docs/guides/database/connecting-to-postgres/serverless-drivers",
+              "title": "Serverless Drivers"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#before-you-begin",
-              "title": "Before you begin"
+              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions",
+              "title": "Consuming Supabase Queue Messages with Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#site-url-or-redirect-url-errors-after-login",
-              "title": "Site URL or redirect URL errors after login"
+              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres",
+              "title": "Integrating with Supabase Database (Postgres)"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#nonce-check-failure-on-mobile-google-sign-in",
-              "title": "Nonce check failure on mobile (Google Sign In)"
+              "url": "https://supabase.com/docs/guides/functions",
+              "title": "Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#auth-service-fails-to-start",
-              "title": "Auth service fails to start"
+              "url": "https://supabase.com/docs/guides/local-development/cli/testing-and-linting",
+              "title": "Testing and linting"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#environment-variable-reference",
-              "title": "Environment variable reference"
+              "url": "https://supabase.com/docs/guides/functions/examples/resumable-websockets",
+              "title": "Resumable WebSockets with Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#other-supported-providers",
-              "title": "Other supported providers"
+              "url": "https://supabase.com/docs/guides/queues/api",
+              "title": "API"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#variables-added-to-the-environment-but-provider-still-not-working",
-              "title": "Variables added to the environment but provider still not working"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#provider-specific-setup",
-              "title": "Provider-specific setup"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker",
-              "title": "Self-Hosting with Docker"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#generate-keys-and-secrets",
-              "title": "Generate keys and secrets"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-and-securing-supabase",
-              "title": "Configuring and securing Supabase"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#manual-installation",
-              "title": "Manual installation"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#quick-start-linux",
-              "title": "Quick start (Linux)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#installing-supabase",
-              "title": "Installing Supabase"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#system-requirements",
-              "title": "System requirements"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#before-you-begin",
-              "title": "Before you begin"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#contents",
-              "title": "Contents"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#exposing-your-postgres-database",
-              "title": "Exposing your Postgres database"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#setting-log_min_messages-in-postgres",
-              "title": "Setting log_min_messages in Postgres"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#using-file-backend-in-storage-on-macos",
-              "title": "Using file backend in Storage on macOS"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-supabase-ai-assistant",
-              "title": "Configuring Supabase AI Assistant"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#accessing-postgres-through-supavisor",
-              "title": "Accessing Postgres through Supavisor"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-s3-storage",
-              "title": "Configuring S3 Storage"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-an-email-server",
-              "title": "Configuring an email server"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-phone-login-sms-and-mfa",
-              "title": "Configuring phone login, SMS, and MFA"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-social-login-oauth-providers",
-              "title": "Configuring social login (OAuth) providers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-supabase-services",
-              "title": "Configuring Supabase services"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-secrets",
-              "title": "Configuring secrets"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#changing-database-password",
-              "title": "Changing database password"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#setting-database-password",
-              "title": "Setting database password"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#architecture",
-              "title": "Architecture"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#advanced-topics",
-              "title": "Advanced topics"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#uninstalling",
-              "title": "Uninstalling"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#updating",
-              "title": "Updating"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#managing-the-stack",
-              "title": "Managing the stack"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-https",
-              "title": "Configuring HTTPS"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#enabling-analytics",
-              "title": "Enabling analytics"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#accessing-apis",
-              "title": "Accessing APIs"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#accessing-edge-functions",
-              "title": "Accessing Edge Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#accessing-postgres",
-              "title": "Accessing Postgres"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#accessing-supabase-studio-dashboard",
-              "title": "Accessing Supabase Studio (Dashboard)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#demo",
-              "title": "Demo"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#managing-your-secrets",
-              "title": "Managing your secrets"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#starting-and-stopping",
-              "title": "Starting and stopping"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#studio-authentication",
-              "title": "Studio authentication"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#where-to-find-your-credentials",
-              "title": "Where to find your credentials"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configure-supabase-urls",
-              "title": "Configure Supabase URLs"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#memory-or-timeout-errors",
-              "title": "Memory or timeout errors"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#custom-env-vars-not-available-in-functions",
-              "title": "Custom env vars not available in functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#changes-to-function-code-not-reflected-after-editing",
-              "title": "Changes to function code not reflected after editing"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#500-error-on-invocation",
-              "title": "500 error on invocation"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#troubleshooting",
-              "title": "Troubleshooting"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#copying-functions-from-supabase-platform",
-              "title": "Copying functions from Supabase platform"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#deploying-functions-to-a-remote-server",
-              "title": "Deploying functions to a remote server"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#managing-functions-via-dashboard",
-              "title": "Managing functions via dashboard"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#internal-vs-external-urls",
-              "title": "Internal vs external URLs"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#calling-supabase-services-from-functions",
-              "title": "Calling Supabase services from functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#accessing-variables-in-functions",
-              "title": "Accessing variables in functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#using-inline-environment-variables",
-              "title": "Using inline environment variables"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#using-an-env-file-recommended",
-              "title": "Using an env file (recommended)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#custom-environment-variables",
-              "title": "Custom environment variables"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#step-3-invoke-your-function",
-              "title": "Step 3: Invoke your function"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#step-2-restart-the-functions-service-to-pick-up-the-new-function",
-              "title": "Step 2: Restart the functions service to pick up the new function"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#step-1-add-a-new-function-directory-and-the-function-code",
-              "title": "Step 1: Add a new function directory and the function code"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#create-a-new-function",
-              "title": "Create a new function"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#invoke-the-default-function",
-              "title": "Invoke the default function"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates",
-              "title": "Custom Email Templates"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates#step-1-create-a-templates-directory",
-              "title": "Step 1: Create a templates directory"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates#overview",
-              "title": "Overview"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates#authentication-email-templates",
-              "title": "Authentication email templates"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates#example",
-              "title": "Example"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates#step-2-update-docker-composeyml",
-              "title": "Step 2: Update docker-compose.yml"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates#what-this-configuration-does",
-              "title": "What this configuration does"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates#step-3-restart-containers",
-              "title": "Step 3: Restart containers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates#notification-email-templates",
-              "title": "Notification email templates"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates#example-1",
-              "title": "Example"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates#step-1-create-the-templates-directory",
-              "title": "Step 1: Create the templates directory"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates#step-2-update-docker-composeyml-1",
-              "title": "Step 2: Update docker-compose.yml"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates#step-3-restart-containers-1",
-              "title": "Step 3: Restart containers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
-              "title": "Configure S3 Storage"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#signature-mismatch-errors",
-              "title": "Signature mismatch errors"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#test-with-the-aws-cli",
-              "title": "Test with the AWS CLI"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#test-with-rclone",
-              "title": "Test with rclone"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#how-to-configure-an-s3-backend",
-              "title": "How to configure an S3 backend"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#using-rustfs",
-              "title": "Using RustFS"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#using-minio",
-              "title": "Using MinIO"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#using-aws-s3",
-              "title": "Using AWS S3"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#s3-compatible-providers",
-              "title": "S3-compatible providers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#verify",
-              "title": "Verify"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#session-token",
-              "title": "Session token"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#troubleshooting",
-              "title": "Troubleshooting"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#tus-upload-errors-on-cloudflare-r2",
-              "title": "TUS upload errors on Cloudflare R2"
-            },
+              "url": "https://supabase.com/docs/guides/functions/unit-test",
+              "title": "Testing your Edge Functions"
+            }
+          ],
+          "resultChars": 51127
+        }
+      ]
+    },
+    "prompt": "I want to set up a recurring background workflow on my local Supabase stack.\n\nCan you set up a cron job called `enqueue-tasks` to run every minute and push a task into a queue called `tasks`? Then add a `process-tasks` edge function that reads messages off the `tasks` queue and removes them, so a scheduled worker can keep the backlog drained.",
+    "promptSourcePath": "evals/build-cli-003-pg-cron-queue-workflow/PROMPT.md",
+    "attempts": 1,
+    "sourcePath": "codex-gpt-5.6-no-skills/build-cli-003-pg-cron-queue-workflow.json"
+  },
+  {
+    "experiment": "codex-gpt-5.6-no-skills",
+    "experimentSuite": "no-skills",
+    "experimentDisplay": {
+      "agent": "codex",
+      "modelProvider": "openai",
+      "modelId": "gpt-5.6-sol",
+      "reasoningEffort": "medium"
+    },
+    "eval": "build-dataapi-001-relational-report",
+    "stage": "build",
+    "product": [
+      "data-api",
+      "database"
+    ],
+    "topic": [
+      "sdk"
+    ],
+    "suite": "benchmark",
+    "interface": "cli",
+    "cliVersion": "2.109.1",
+    "passed": false,
+    "checks": [
+      {
+        "name": "report runs and prints JSON",
+        "passed": true,
+        "notes": "exit 0"
+      },
+      {
+        "name": "report numbers match the database (per customer, sorted)",
+        "passed": true,
+        "notes": "expected [{\"customer\":\"Ada Lovelace\",\"orderCount\":2,\"totalCents\":41900,\"topProduct\":\"Keyboard\"},{\"customer\":\"Grace Hopper\",\"orderCount\":2,\"totalCents\":15600,\"topProduct\":\"Cable\"},{\"customer\":\"Linus Pauling\",\"orderCount\":1,\"totalCents\":66500,\"topProduct\":\"Monitor\"}], got [{\"customer\":\"Ada Lovelace\",\"orderCount\":2,\"totalCents\":41900,\"topProduct\":\"Keyboard\"},{\"customer\":\"Grace Hopper\",\"orderCount\":2,\"totalCents\":15600,\"topProduct\":\"Cable\"},{\"customer\":\"Linus Pauling\",\"orderCount\":1,\"totalCents\":66500,\"topProduct\":\"Monitor\"}]"
+      },
+      {
+        "name": "tables stay locked down (publishable key reads nothing)",
+        "passed": true,
+        "notes": "publishable read errored: permission denied for table customers"
+      },
+      {
+        "name": "implementation uses @supabase/supabase-js",
+        "passed": false,
+        "notes": "no @supabase/supabase-js import found — this eval requires the SDK"
+      },
+      {
+        "name": "report queries via the Data API, not raw SQL",
+        "passed": true,
+        "notes": "no psql / raw Postgres driver usage found"
+      }
+    ],
+    "skills": {
+      "available": [],
+      "loaded": []
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"JavaScript select nested relationships foreign tables aggregate query supabase-js\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#permission-denied-on-uploads",
-              "title": "Permission denied on uploads"
+              "url": "https://supabase.com/docs/guides/database/joins-and-nesting",
+              "title": "Querying Joins and Nested tables"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#upload-urls-point-to-localhost",
-              "title": "Upload URLs point to localhost"
+              "url": "https://supabase.com/docs/guides/ai/engineering-for-scale",
+              "title": "Engineering for Scale"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#additional-resources",
-              "title": "Additional resources"
+              "url": "https://supabase.com/docs/guides/api/automatic-retries-in-supabase-js",
+              "title": "How to do automatic retries with `supabase-js`"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3#enable-the-s3-protocol-endpoint",
-              "title": "Enable the S3 protocol endpoint"
+              "url": "https://supabase.com/docs/guides/api/rest/generating-types",
+              "title": "Generating TypeScript Types"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17",
-              "title": "Upgrade to Postgres 17"
-            },
+              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres",
+              "title": "Integrating with Supabase Database (Postgres)"
+            }
+          ],
+          "resultChars": 52737
+        }
+      ]
+    },
+    "prompt": "We need the nightly sales report working. `app/report.mjs` has the spec in a\ncomment — it runs in our Node backend worker and prints a JSON summary of what\neach customer has ordered.\n\nThe data lives in the Supabase project in `supabase/` (already running\nlocally). Finish the script and make sure it prints the right numbers.",
+    "promptSourcePath": "evals/build-dataapi-001-relational-report/PROMPT.md",
+    "attempts": 2,
+    "sourcePath": "codex-gpt-5.6-no-skills/build-dataapi-001-relational-report.json"
+  },
+  {
+    "experiment": "codex-gpt-5.6-no-skills",
+    "experimentSuite": "no-skills",
+    "experimentDisplay": {
+      "agent": "codex",
+      "modelProvider": "openai",
+      "modelId": "gpt-5.6-sol",
+      "reasoningEffort": "medium"
+    },
+    "eval": "build-dataapi-002-restock-alert-report",
+    "stage": "build",
+    "product": [
+      "data-api",
+      "database"
+    ],
+    "topic": [
+      "sdk"
+    ],
+    "suite": "benchmark",
+    "interface": "cli",
+    "cliVersion": "2.109.1",
+    "passed": false,
+    "checks": [
+      {
+        "name": "report runs and prints JSON",
+        "passed": true,
+        "notes": "exit 0"
+      },
+      {
+        "name": "alerts match the database (below threshold, sorted)",
+        "passed": true,
+        "notes": "expected [{\"warehouse\":\"North DC\",\"product\":\"Gizmo\",\"quantity\":3,\"reorderThreshold\":10,\"supplierEmail\":\"acme@example.com\"},{\"warehouse\":\"North DC\",\"product\":\"Widget\",\"quantity\":5,\"reorderThreshold\":20,\"supplierEmail\":\"acme@example.com\"},{\"warehouse\":\"South DC\",\"product\":\"Gadget\",\"quantity\":2,\"reorderThreshold\":15,\"supplierEmail\":\"parts@example.com\"},{\"warehouse\":\"West DC\",\"product\":\"Gadget\",\"quantity\":0,\"reorderThreshold\":15,\"supplierEmail\":\"parts@example.com\"}], got [{\"warehouse\":\"North DC\",\"product\":\"Gizmo\",\"quantity\":3,\"reorderThreshold\":10,\"supplierEmail\":\"acme@example.com\"},{\"warehouse\":\"North DC\",\"product\":\"Widget\",\"quantity\":5,\"reorderThreshold\":20,\"supplierEmail\":\"acme@example.com\"},{\"warehouse\":\"South DC\",\"product\":\"Gadget\",\"quantity\":2,\"reorderThreshold\":15,\"supplierEmail\":\"parts@example.com\"},{\"warehouse\":\"West DC\",\"product\":\"Gadget\",\"quantity\":0,\"reorderThreshold\":15,\"supplierEmail\":\"parts@example.com\"}]"
+      },
+      {
+        "name": "tables stay locked down (publishable key reads nothing)",
+        "passed": true,
+        "notes": "publishable read errored: permission denied for table inventory"
+      },
+      {
+        "name": "implementation uses @supabase/supabase-js",
+        "passed": false,
+        "notes": "no @supabase/supabase-js import found — this eval requires the SDK"
+      },
+      {
+        "name": "report queries via the Data API, not raw SQL",
+        "passed": true,
+        "notes": "no psql / raw Postgres driver usage found"
+      }
+    ],
+    "skills": {
+      "available": [],
+      "loaded": []
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"PostgREST nested relationships JavaScript select foreign tables inner join filter\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#new-deployment-with-postgres-17",
-              "title": "New deployment with Postgres 17"
+              "url": "https://supabase.com/docs/reference/javascript/using-filters",
+              "title": "Using Filters"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#before-you-begin",
-              "title": "Before you begin"
+              "url": "https://supabase.com/docs/reference/javascript/using-filters-or"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#run-the-upgrade",
-              "title": "Run the upgrade"
+              "url": "https://supabase.com/docs/guides/database/joins-and-nesting",
+              "title": "Querying Joins and Nested tables"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#restoring-from-a-manual-backup",
-              "title": "Restoring from a manual backup"
+              "url": "https://supabase.com/docs/reference/javascript/using-filters-filter"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#postgres-17-fails-to-start-with-a-leftover-db-config-volume",
-              "title": "Postgres 17 fails to start with a leftover db-config volume"
-            },
+              "url": "https://supabase.com/docs/guides/api/sql-to-api",
+              "title": "Converting SQL to JavaScript API"
+            }
+          ],
+          "resultChars": 29693
+        }
+      ]
+    },
+    "prompt": "Purchasing needs a restock alert. `app/restock.mjs` has the spec in a\ncomment — it runs in our Node backend worker and prints a JSON list of what\nneeds reordering, with who to email about it.\n\nThe data lives in the Supabase project in `supabase/` (already running\nlocally). Finish the script and make sure it prints the right alerts.",
+    "promptSourcePath": "evals/build-dataapi-002-restock-alert-report/PROMPT.md",
+    "attempts": 2,
+    "sourcePath": "codex-gpt-5.6-no-skills/build-dataapi-002-restock-alert-report.json"
+  },
+  {
+    "experiment": "codex-gpt-5.6-no-skills",
+    "experimentSuite": "no-skills",
+    "experimentDisplay": {
+      "agent": "codex",
+      "modelProvider": "openai",
+      "modelId": "gpt-5.6-sol",
+      "reasoningEffort": "medium"
+    },
+    "eval": "build-database-001-migrate-postgres-to-supabase",
+    "stage": "build",
+    "product": [
+      "database"
+    ],
+    "topic": [
+      "migrations"
+    ],
+    "suite": "benchmark",
+    "interface": "cli",
+    "passed": true,
+    "checks": [
+      {
+        "name": "all 3 tables exist (teams, members, tasks)",
+        "passed": true
+      },
+      {
+        "name": "row counts match (teams=5, members=10, tasks=13)",
+        "passed": true
+      },
+      {
+        "name": "foreign key constraints survived the restore",
+        "passed": true
+      },
+      {
+        "name": "tasks_team_status_idx index survived the restore",
+        "passed": true
+      },
+      {
+        "name": "sequences synced (next insert won't conflict with existing IDs)",
+        "passed": true
+      }
+    ],
+    "skills": {
+      "available": [],
+      "loaded": []
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"restore pg_dump custom binary dump local Supabase CLI database\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#disk-space-issues-during-upgrade",
-              "title": "Disk space issues during upgrade"
+              "url": "https://supabase.com/docs/guides/self-hosting/restore-from-platform",
+              "title": "Restore a Platform Project to Self-Hosted"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#services-fail-to-connect-after-upgrade",
-              "title": "Services fail to connect after upgrade"
+              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/vercel-postgres",
+              "title": "Migrate from Vercel Postgres to Supabase"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#pgsodium--supabase-vault-errors",
-              "title": "pgsodium / Supabase Vault errors"
+              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/neon",
+              "title": "Migrate from Neon to Supabase"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#pg_upgrade-fails-with-replication-slot-errors",
-              "title": "pg_upgrade fails with replication slot errors"
+              "url": "https://supabase.com/docs/guides/local-development/restoring-downloaded-backup",
+              "title": "Restoring a downloaded backup locally"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#troubleshooting",
-              "title": "Troubleshooting"
-            },
+              "url": "https://supabase.com/docs/reference/cli/supabase-db-dump",
+              "title": "Dumps data or schemas from the remote database"
+            }
+          ],
+          "resultChars": 23599
+        }
+      ]
+    },
+    "prompt": "I have an existing Postgres database I want to migrate to Supabase. There's a binary dump at `source.dump` in the current directory.\n\nCan you set up a local Supabase project and restore the dump into it?",
+    "promptSourcePath": "evals/build-database-001-migrate-postgres-to-supabase/PROMPT.md",
+    "attempts": 1,
+    "sourcePath": "codex-gpt-5.6-no-skills/build-database-001-migrate-postgres-to-supabase.json"
+  },
+  {
+    "experiment": "codex-gpt-5.6-no-skills",
+    "experimentSuite": "no-skills",
+    "experimentDisplay": {
+      "agent": "codex",
+      "modelProvider": "openai",
+      "modelId": "gpt-5.6-sol",
+      "reasoningEffort": "medium"
+    },
+    "eval": "build-functions-004-service-role-bypass",
+    "stage": "build",
+    "product": [
+      "edge-functions",
+      "auth",
+      "database"
+    ],
+    "topic": [
+      "rls",
+      "security",
+      "sdk"
+    ],
+    "suite": "benchmark",
+    "interface": "mcp",
+    "passed": true,
+    "checks": [
+      {
+        "name": "rejects missing auth",
+        "passed": true,
+        "notes": "status=401"
+      },
+      {
+        "name": "user A reads own note",
+        "passed": true,
+        "notes": "status=200"
+      },
+      {
+        "name": "reads only with the caller's JWT",
+        "passed": true,
+        "notes": "bearer_tokens=2, all_match=true"
+      },
+      {
+        "name": "user A cannot force-read user B note",
+        "passed": true,
+        "notes": "status=200"
+      },
+      {
+        "name": "user B cannot force-read user A note",
+        "passed": true,
+        "notes": "status=200"
+      }
+    ],
+    "skills": {
+      "available": [],
+      "loaded": []
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Edge Functions authorize user JWT Authorization header createClient auth getUser RLS service role\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#upgrade-process-details",
-              "title": "Upgrade process details"
+              "url": "https://supabase.com/docs/guides/troubleshooting/why-is-my-service-role-key-client-getting-rls-errors-or-not-returning-data-7_1K9z",
+              "title": "Why is my service role key client getting RLS errors or not returning data?"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#custom-postgres-configuration",
-              "title": "Custom Postgres configuration"
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-nextjs",
+              "title": "Build a User Management App with Next.js"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#rollback",
-              "title": "Rollback"
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#after-the-upgrade",
-              "title": "After the upgrade"
+              "url": "https://supabase.com/docs/guides/functions/auth-headers",
+              "title": "Authorization headers"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#extensions-removed-in-postgres-17",
-              "title": "Extensions removed in Postgres 17"
-            },
+              "url": "https://supabase.com/docs/guides/functions/error-codes",
+              "title": "Error codes"
+            }
+          ],
+          "resultChars": 63849
+        }
+      ]
+    },
+    "prompt": "I built an Edge Function called `private-notes` for showing a user's saved\nprivate notes.\n\nCan you check whether there's any way one user could see another user's notes?\n\nPlease fix and deploy it if needed.",
+    "promptSourcePath": "evals/build-functions-004-service-role-bypass/PROMPT.md",
+    "attempts": 1,
+    "sourcePath": "codex-gpt-5.6-no-skills/build-functions-004-service-role-bypass.json"
+  },
+  {
+    "experiment": "codex-gpt-5.6-no-skills",
+    "experimentSuite": "no-skills",
+    "experimentDisplay": {
+      "agent": "codex",
+      "modelProvider": "openai",
+      "modelId": "gpt-5.6-sol",
+      "reasoningEffort": "medium"
+    },
+    "eval": "build-functions-005-dual-auth-user-secret",
+    "stage": "build",
+    "product": [
+      "edge-functions",
+      "auth",
+      "database"
+    ],
+    "topic": [
+      "sdk",
+      "rls",
+      "security"
+    ],
+    "suite": "benchmark",
+    "interface": "cli",
+    "cliVersion": "2.109.1",
+    "passed": true,
+    "checks": [
+      {
+        "name": "seed rows present",
+        "passed": true,
+        "notes": "found 2/2 seeded rows"
+      },
+      {
+        "name": "rejects request with no credentials",
+        "passed": true,
+        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
+      },
+      {
+        "name": "user with JWT reads only their own rows",
+        "passed": true,
+        "notes": "status 200: [{\"user_id\":\"6ffacaea-ad48-437f-a176-41150455de3e\",\"metric\":\"steps_a_mt93qg1e\",\"value\":111}]"
+      },
+      {
+        "name": "user cannot read another user's rows by passing user_id",
+        "passed": true,
+        "notes": "status 200: [{\"user_id\":\"6ffacaea-ad48-437f-a176-41150455de3e\",\"metric\":\"steps_a_mt93qg1e\",\"value\":111}]"
+      },
+      {
+        "name": "service key bypasses RLS to read the target user's rows",
+        "passed": true,
+        "notes": "status 200: [{\"user_id\":\"8a17b55f-9996-4b5e-ad29-11cd7da7e743\",\"metric\":\"steps_b_mt93qg1e\",\"value\":222}]"
+      },
+      {
+        "name": "non-service key is not granted service access",
+        "passed": true,
+        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
+      },
+      {
+        "name": "rejects an unverified (forged) user token",
+        "passed": true,
+        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
+      },
+      {
+        "name": "a user token in the apikey slot is not treated as the service key",
+        "passed": true,
+        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
+      },
+      {
+        "name": "implementation uses @supabase/server",
+        "passed": true,
+        "notes": "imports @supabase/server / withSupabase"
+      }
+    ],
+    "skills": {
+      "available": [],
+      "loaded": []
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Edge Functions secret key apikey header SUPABASE_SECRET_KEY get user Authorization createClient auth getUser\", limit: 8) { nodes { __typename title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#requirements",
-              "title": "Requirements"
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#create-a-backup",
-              "title": "Create a backup"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#what-the-upgrade-does",
-              "title": "What the upgrade does"
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#upgrade-an-existing-postgres-15-deployment",
-              "title": "Upgrade an existing Postgres 15 deployment"
+              "url": "https://supabase.com/docs/guides/functions/auth",
+              "title": "Securing Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth#provider-not-enabled-or-provider-seen-as-false-in-settings"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#401-invalid-jwt"
+              "url": "https://supabase.com/docs/guides/functions/auth-headers",
+              "title": "Authorization headers"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions#400-missing-function-name-in-request"
+              "url": "https://supabase.com/docs/guides/functions/secrets",
+              "title": "Environment Variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17#permission-denied-on-the-data-directory"
+              "url": "https://supabase.com/docs/guides/functions/storage-caching",
+              "title": "Integrating with Supabase Storage"
             }
           ],
-          "resultChars": 450330
+          "resultChars": 68489
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Docker self-hosting quick start Linux git clone supabase docker copy .env.example generate-keys.sh\", limit: 5) { nodes { ... on Guide { title href content subsections { nodes { title href content } } } } } }",
+          "query": "query { searchDocs(query: \"new API keys Edge Functions apikey sb_secret SUPABASE_SECRET_KEYS verification\", limit: 10) { nodes { __typename title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker",
-              "title": "Self-Hosting with Docker"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-supabase-ai-assistant",
-              "title": "Configuring Supabase AI Assistant"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#changing-database-password",
-              "title": "Changing database password"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-secrets",
-              "title": "Configuring secrets"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-supabase-services",
-              "title": "Configuring Supabase services"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-social-login-oauth-providers",
-              "title": "Configuring social login (OAuth) providers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-phone-login-sms-and-mfa",
-              "title": "Configuring phone login, SMS, and MFA"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-an-email-server",
-              "title": "Configuring an email server"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-s3-storage",
-              "title": "Configuring S3 Storage"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#using-file-backend-in-storage-on-macos",
-              "title": "Using file backend in Storage on macOS"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#accessing-postgres-through-supavisor",
-              "title": "Accessing Postgres through Supavisor"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#exposing-your-postgres-database",
-              "title": "Exposing your Postgres database"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#setting-log_min_messages-in-postgres",
-              "title": "Setting log_min_messages in Postgres"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#managing-your-secrets",
-              "title": "Managing your secrets"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#demo",
-              "title": "Demo"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#contents",
-              "title": "Contents"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#before-you-begin",
-              "title": "Before you begin"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#system-requirements",
-              "title": "System requirements"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#installing-supabase",
-              "title": "Installing Supabase"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#quick-start-linux",
-              "title": "Quick start (Linux)"
+              "url": "https://supabase.com/docs/guides/functions/secrets",
+              "title": "Environment Variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#manual-installation",
-              "title": "Manual installation"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy",
+              "title": "Envoy API Gateway"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-and-securing-supabase",
-              "title": "Configuring and securing Supabase"
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#generate-keys-and-secrets",
-              "title": "Generate keys and secrets"
+              "url": "https://supabase.com/docs/guides/functions/auth",
+              "title": "Securing Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configure-supabase-urls",
-              "title": "Configure Supabase URLs"
+              "url": "https://supabase.com/docs/guides/functions/quickstart-dashboard",
+              "title": "Getting Started with Edge Functions (Dashboard)"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#where-to-find-your-credentials",
-              "title": "Where to find your credentials"
+              "url": "https://supabase.com/docs/guides/database/secure-data",
+              "title": "Securing your data"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#studio-authentication",
-              "title": "Studio authentication"
+              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms",
+              "title": "Supabase for Platforms"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#starting-and-stopping",
-              "title": "Starting and stopping"
-            },
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
+            }
+          ],
+          "resultChars": 120090
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"@supabase/server verify api key Edge Function apiKey getClaims secret keys\", limit: 10) { nodes { __typename title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#accessing-supabase-studio-dashboard",
-              "title": "Accessing Supabase Studio (Dashboard)"
+              "url": "https://supabase.com/docs/guides/functions/auth",
+              "title": "Securing Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#accessing-postgres",
-              "title": "Accessing Postgres"
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#accessing-edge-functions",
-              "title": "Accessing Edge Functions"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#accessing-apis",
-              "title": "Accessing APIs"
+              "url": "https://supabase.com/docs/guides/auth/jwts",
+              "title": "JSON Web Token (JWT)"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#enabling-analytics",
-              "title": "Enabling analytics"
+              "url": "https://supabase.com/docs/guides/functions/secrets",
+              "title": "Environment Variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#configuring-https",
-              "title": "Configuring HTTPS"
+              "url": "https://supabase.com/docs/guides/auth/passkeys",
+              "title": "Passkey authentication"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#managing-the-stack",
-              "title": "Managing the stack"
+              "url": "https://supabase.com/docs/reference/javascript/auth-getclaims"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#updating",
-              "title": "Updating"
+              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms",
+              "title": "Supabase for Platforms"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#uninstalling",
-              "title": "Uninstalling"
+              "url": "https://supabase.com/docs/guides/auth/oauth-server/oauth-flows",
+              "title": "OAuth 2.1 Flows"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#advanced-topics",
-              "title": "Advanced topics"
-            },
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
+            }
+          ],
+          "resultChars": 139265
+        }
+      ]
+    },
+    "prompt": "Build and serve a Supabase Edge Function named `user-stats` for this project,\nreachable over HTTP at `/functions/v1/user-stats`.\n\nOur product stores per-user metrics in the existing `user_stats` table.\n\nTwo very different callers need to hit this one endpoint:\n\n1. **Our mobile app**, acting for a signed-in user. It sends that user's\n   Supabase access token. The endpoint should return the user's own stats.\n\n2. **Our internal billing service**, a trusted backend with no signed-in user.\n   It authenticates with the project's secret (service-role) key in the `apikey`\n   header, and names the target user with a `user_id` in the JSON request body.\n   It needs that user's stats.\n\nReturn the matching rows as JSON. The endpoint must be secure: only ever serve\nstats to a caller that is genuinely entitled to them, and turn away callers that\nare not.",
+    "promptSourcePath": "evals/build-functions-005-dual-auth-user-secret/PROMPT.md",
+    "attempts": 2,
+    "sourcePath": "codex-gpt-5.6-no-skills/build-functions-005-dual-auth-user-secret.json"
+  },
+  {
+    "experiment": "codex-gpt-5.6-no-skills",
+    "experimentSuite": "no-skills",
+    "experimentDisplay": {
+      "agent": "codex",
+      "modelProvider": "openai",
+      "modelId": "gpt-5.6-sol",
+      "reasoningEffort": "medium"
+    },
+    "eval": "build-rls-003-org-roles-permissions",
+    "stage": "build",
+    "product": [
+      "database",
+      "auth"
+    ],
+    "topic": [
+      "rls",
+      "security"
+    ],
+    "suite": "benchmark",
+    "interface": "mcp",
+    "passed": true,
+    "checks": [
+      {
+        "name": "RLS enabled on documents",
+        "passed": true
+      },
+      {
+        "name": "viewer sees only documents in their org",
+        "passed": true
+      },
+      {
+        "name": "viewer cannot insert",
+        "passed": true
+      },
+      {
+        "name": "editor can insert own org document",
+        "passed": true
+      },
+      {
+        "name": "editor can update own document",
+        "passed": true
+      },
+      {
+        "name": "editor cannot update another user's document",
+        "passed": true
+      },
+      {
+        "name": "editor cannot delete another user's document",
+        "passed": true
+      },
+      {
+        "name": "admin can update any document in their org",
+        "passed": true
+      },
+      {
+        "name": "admin can delete any document in their org",
+        "passed": true
+      },
+      {
+        "name": "admin cannot affect another org",
+        "passed": true
+      },
+      {
+        "name": "WITH CHECK blocks editor from moving document to another org",
+        "passed": true
+      },
+      {
+        "name": "editor can still see their own org's roster",
+        "passed": true
+      },
+      {
+        "name": "cannot see another org's membership roster",
+        "passed": true
+      },
+      {
+        "name": "a viewer role in one org doesn't grant admin power in another org",
+        "passed": true
+      },
+      {
+        "name": "multi-org user can act as admin in the org where they hold that role",
+        "passed": true
+      }
+    ],
+    "skills": {
+      "available": [],
+      "loaded": []
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Row Level Security security definer function policy recursion auth.uid organization membership\", limit: 5) { nodes { ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#architecture",
-              "title": "Architecture"
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker#setting-database-password",
-              "title": "Setting database password"
+              "url": "https://supabase.com/docs/guides/resources/glossary",
+              "title": "Glossary"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
-              "title": "New API Keys and Asymmetric Authentication"
+              "url": "https://supabase.com/docs/guides/getting-started/features",
+              "title": "Features"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#how-it-works",
-              "title": "How it works"
+              "url": "https://supabase.com/docs/guides/database/postgres/column-level-security",
+              "title": "Column Level Security"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#before-you-begin",
-              "title": "Before you begin"
-            },
+              "url": "https://supabase.com/docs/guides/database/database-advisors?queryGroups=lint&lint=0003_auth_rls_initplan",
+              "title": "Database Advisor: Lint 0003_auth_rls_initplan"
+            }
+          ],
+          "resultChars": 58492
+        }
+      ]
+    },
+    "prompt": "Access control on our shared docs feature needs work, people can see and edit documents they shouldn't. Viewers should just be able to read, editors should only manage their own docs, and admins should be able to manage anything in their org. People should only be able to see who's in their own org.",
+    "promptSourcePath": "evals/build-rls-003-org-roles-permissions/PROMPT.md",
+    "attempts": 1,
+    "sourcePath": "codex-gpt-5.6-no-skills/build-rls-003-org-roles-permissions.json"
+  },
+  {
+    "experiment": "codex-gpt-5.6-no-skills",
+    "experimentSuite": "no-skills",
+    "experimentDisplay": {
+      "agent": "codex",
+      "modelProvider": "openai",
+      "modelId": "gpt-5.6-sol",
+      "reasoningEffort": "medium"
+    },
+    "eval": "build-storage-001-private-bucket-access",
+    "stage": "build",
+    "product": [
+      "storage",
+      "database"
+    ],
+    "topic": [
+      "rls",
+      "sdk"
+    ],
+    "suite": "benchmark",
+    "interface": "mcp",
+    "passed": true,
+    "checks": [
+      {
+        "name": "bucket user-files exists",
+        "passed": true
+      },
+      {
+        "name": "bucket user-files is private",
+        "passed": true
+      },
+      {
+        "name": "RLS still enabled on storage.objects",
+        "passed": true
+      },
+      {
+        "name": "user A lists only own files",
+        "passed": true,
+        "notes": "saw: 01a03a86-138a-7607-b5f1-8a7c0d22580a/receipt-alpha.pdf, 01a03a86-138a-7607-b5f1-8a7c0d22580a/receipt-beta.pdf"
+      },
+      {
+        "name": "user B cannot read user A files",
+        "passed": true
+      },
+      {
+        "name": "anon reads no files",
+        "passed": true
+      },
+      {
+        "name": "user A can upload into own folder",
+        "passed": true
+      },
+      {
+        "name": "user B cannot upload into user A folder",
+        "passed": true
+      },
+      {
+        "name": "configured private per-user storage access",
+        "passed": true,
+        "judgeNotes": "Private bucket, authenticated owner-scoped SELECT/INSERT policies, and expiring createSignedUrl code are provided; RLS was not disabled."
+      }
+    ],
+    "skills": {
+      "available": [],
+      "loaded": []
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Storage access control RLS policies storage.objects foldername auth.uid private bucket createSignedUrl supabase-js\", limit: 6) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#adding-the-new-keys",
-              "title": "Adding the new keys"
+              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
+              "title": "Storage Buckets"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#new-api-keys-format",
-              "title": "New API keys format"
+              "url": "https://supabase.com/docs/guides/storage/schema/custom-roles",
+              "title": "Custom Roles"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#verifying-the-setup",
-              "title": "Verifying the setup"
+              "url": "https://supabase.com/docs/guides/storage/security/access-control",
+              "title": "Storage Access Control"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#environment-variables-configuration",
-              "title": "Environment variables configuration"
+              "url": "https://supabase.com/docs/guides/storage/schema/helper-functions",
+              "title": "Storage Helper Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#differences-from-the-supabase-platform",
-              "title": "Differences from the Supabase platform"
+              "url": "https://supabase.com/docs/guides/security/product-security",
+              "title": "Secure configuration of Supabase products"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#backward-compatibility",
-              "title": "Backward compatibility"
-            },
+              "url": "https://supabase.com/docs/guides/storage/s3/authentication",
+              "title": "S3 Authentication"
+            }
+          ],
+          "resultChars": 20361
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"JavaScript createSignedUrl storage from expiresIn example\", limit: 3) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#rotating-the-new-api-keys",
-              "title": "Rotating the new API keys"
+              "url": "https://supabase.com/docs/guides/storage/serving/image-transformations",
+              "title": "Storage Image Transformations"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#regenerating-asymmetric-key-pair",
-              "title": "Regenerating asymmetric key pair"
+              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsignedurl"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#what-client-sdk-sends",
-              "title": "What client SDK sends"
-            },
+              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsignedurls"
+            }
+          ],
+          "resultChars": 20892
+        }
+      ]
+    },
+    "prompt": "Our app lets signed-in users keep personal files like receipts and bank\nstatements. These files are private — a user must only ever be able to upload\nand download their own. The app uploads each file under a path that starts\nwith the owner's user id, e.g. `<user_id>/receipt-march.pdf`.\n\nSet up a `user-files` bucket on our project and lock it down that way.\n\nUsers also sometimes share one of their files with someone else through a\ntemporary link that expires. Include the supabase-js code the app should use\nfor that.",
+    "promptSourcePath": "evals/build-storage-001-private-bucket-access/PROMPT.md",
+    "attempts": 1,
+    "sourcePath": "codex-gpt-5.6-no-skills/build-storage-001-private-bucket-access.json"
+  },
+  {
+    "experiment": "codex-gpt-5.6-no-skills",
+    "experimentSuite": "no-skills",
+    "experimentDisplay": {
+      "agent": "codex",
+      "modelProvider": "openai",
+      "modelId": "gpt-5.6-sol",
+      "reasoningEffort": "medium"
+    },
+    "eval": "build-tests-001-rls-tenant-isolation",
+    "stage": "build",
+    "product": [
+      "database"
+    ],
+    "topic": [
+      "tests",
+      "rls"
+    ],
+    "suite": "benchmark",
+    "interface": "cli",
+    "passed": true,
+    "checks": [
+      {
+        "name": "pgTAP test file(s) written under supabase/tests/",
+        "passed": true,
+        "notes": "1 file(s): supabase/tests/tenant_isolation.test.sql"
+      },
+      {
+        "name": "pgTAP isolation tests ran and pass",
+        "passed": true,
+        "notes": "4 passed, 2 failed"
+      },
+      {
+        "name": "agent correctly identifies the posts isolation bug from test results",
+        "passed": true,
+        "judgeNotes": "Correctly identifies `posts` as leaking cross-tenant rows, notes that `notes` passes isolation, and grounds the conclusion in the pgTAP failures."
+      }
+    ],
+    "skills": {
+      "available": [],
+      "loaded": []
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Supabase database testing pgTAP row level security auth.uid set request.jwt.claims\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#kong-api-gateway-routing",
-              "title": "Kong API gateway routing"
+              "url": "https://supabase.com/docs/guides/local-development/testing/overview",
+              "title": "Testing Overview"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#request-flows",
-              "title": "Request flows"
+              "url": "https://supabase.com/docs/guides/ai/rag-with-permissions",
+              "title": "RAG with Permissions"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#unauthenticated-requests-api-key-only-no-user-session-jwt",
-              "title": "Unauthenticated requests (API key only, no user session JWT)"
+              "url": "https://supabase.com/docs/guides/local-development/testing/pgtap-extended",
+              "title": "Advanced pgTAP Testing"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#authenticated-requests-user-session-jwt",
-              "title": "Authenticated requests (user session JWT)"
+              "url": "https://supabase.com/docs/guides/realtime/authorization",
+              "title": "Realtime Authorization"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys#additional-resources",
-              "title": "Additional resources"
-            },
+              "url": "https://supabase.com/docs/guides/auth/third-party/firebase-auth",
+              "title": "Firebase Auth"
+            }
+          ],
+          "resultChars": 77104
+        }
+      ]
+    },
+    "prompt": "Can you audit the tenant isolation on our tables? Write some database tests covering both the happy path and the negative case, run them, and share the results.",
+    "promptSourcePath": "evals/build-tests-001-rls-tenant-isolation/PROMPT.md",
+    "attempts": 1,
+    "sourcePath": "codex-gpt-5.6-no-skills/build-tests-001-rls-tenant-isolation.json"
+  },
+  {
+    "experiment": "codex-gpt-5.6-no-skills",
+    "experimentSuite": "no-skills",
+    "experimentDisplay": {
+      "agent": "codex",
+      "modelProvider": "openai",
+      "modelId": "gpt-5.6-sol",
+      "reasoningEffort": "medium"
+    },
+    "eval": "build-vectors-001-rag-with-permissions",
+    "stage": "build",
+    "product": [
+      "database",
+      "vectors"
+    ],
+    "topic": [
+      "sql",
+      "rls"
+    ],
+    "suite": "benchmark",
+    "interface": "mcp",
+    "passed": true,
+    "checks": [
+      {
+        "name": "document_sections.embedding is vector(384)",
+        "passed": true,
+        "notes": "vector(384)"
+      },
+      {
+        "name": "HNSW index on the embedding column",
+        "passed": true,
+        "notes": "CREATE INDEX document_sections_embedding_hnsw_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops)"
+      },
+      {
+        "name": "index operator class matches the search operator",
+        "passed": true,
+        "notes": "function operators: <=>\nindexes: CREATE INDEX document_sections_embedding_hnsw_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops)"
+      },
+      {
+        "name": "user A search returns only own sections, best match first",
+        "passed": true
+      },
+      {
+        "name": "user B search returns only own sections, best match first",
+        "passed": true
+      },
+      {
+        "name": "user A reads only own sections through the API",
+        "passed": true
+      },
+      {
+        "name": "user A reads only own documents through the API",
+        "passed": true
+      }
+    ],
+    "skills": {
+      "available": [],
+      "loaded": []
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"pgvector semantic search gte-small 384 match_documents row level security auth.uid security invoker function\", limit: 5) { nodes { ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
-              "title": "Local development workflow"
+              "url": "https://supabase.com/docs/guides/ai/rag-with-permissions",
+              "title": "RAG with Permissions"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#step-4-add-seed-data",
-              "title": "Step 4: Add seed data"
+              "url": "https://supabase.com/docs/guides/ai/semantic-search",
+              "title": "Semantic search"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#step-5-verify",
-              "title": "Step 5: Verify"
+              "url": "https://supabase.com/docs/guides/ai/hybrid-search",
+              "title": "Hybrid search"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#step-6-commit",
-              "title": "Step 6: Commit"
+              "url": "https://supabase.com/docs/guides/storage/vector/introduction",
+              "title": "Vector Buckets"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#the-daily-workflow",
-              "title": "The daily workflow"
-            },
+              "url": "https://supabase.com/docs/guides/storage/vector/querying-vectors",
+              "title": "Querying Vectors"
+            }
+          ],
+          "resultChars": 67479
+        }
+      ]
+    },
+    "prompt": "We're adding semantic search to our internal knowledge base app. I already wrote the edge functions, but search doesn't work yet. Can you set up whatever the database needs to make search work end to end?\n\nSome documents are confidential, so users should only have access to documents they own.",
+    "promptSourcePath": "evals/build-vectors-001-rag-with-permissions/PROMPT.md",
+    "attempts": 1,
+    "sourcePath": "codex-gpt-5.6-no-skills/build-vectors-001-rag-with-permissions.json"
+  },
+  {
+    "experiment": "codex-gpt-5.6-no-skills",
+    "experimentSuite": "no-skills",
+    "experimentDisplay": {
+      "agent": "codex",
+      "modelProvider": "openai",
+      "modelId": "gpt-5.6-sol",
+      "reasoningEffort": "medium"
+    },
+    "eval": "deploy-database-001-prometheus-metrics",
+    "stage": "deploy",
+    "product": [
+      "database"
+    ],
+    "topic": [
+      "observability"
+    ],
+    "suite": "benchmark",
+    "interface": "cli",
+    "passed": true,
+    "checks": [
+      {
+        "name": "preserved existing app scrape job",
+        "passed": true
+      },
+      {
+        "name": "configured the Supabase Metrics API scrape correctly",
+        "passed": true,
+        "judgeNotes": "HTTPS Supabase scrape uses the correct metrics path and project target, Basic Auth with password_file, preserves the app job, and mounts the matching password file via a Compose secret."
+      },
+      {
+        "name": "documented live deployment and verification steps",
+        "passed": true,
+        "judgeNotes": "README covers creating a Supabase Secret API key, placing it in the matching Docker secret file, deploying/recreating the Compose service, and verifying the target via Prometheus targets and a concrete PromQL selector."
+      }
+    ],
+    "skills": {
+      "available": [],
+      "loaded": []
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Prometheus metrics endpoint customer v1 privileged metrics service_role Supabase observability\", limit: 8) { nodes { __typename title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#making-schema-changes",
-              "title": "Making schema changes"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
+              "title": "Metrics API"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#generating-types",
-              "title": "Generating types"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
+              "title": "Vendor-agnostic Metrics API setup"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#staying-in-sync-with-your-team",
-              "title": "Staying in sync with your team"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud",
+              "title": "Metrics API with Grafana Cloud"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#pushing-to-a-remote-project",
-              "title": "Pushing to a remote project"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted",
+              "title": "Metrics API with Prometheus & Grafana (self-hosted)"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#resetting-a-remote-dev-or-staging-project",
-              "title": "Resetting a remote dev or staging project"
+              "url": "https://supabase.com/docs/guides/platform/read-replicas",
+              "title": "Read Replicas"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#key-commands-at-a-glance",
-              "title": "Key commands at a glance"
+              "url": "https://supabase.com/docs/guides/database/connection-management",
+              "title": "Connection management"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#cleaning-up-generated-migrations",
-              "title": "Cleaning up generated migrations"
+              "url": "https://supabase.com/docs/guides/database/postgres/roles",
+              "title": "Postgres Roles"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#grants",
-              "title": "Grants"
-            },
+              "url": "https://supabase.com/docs/guides/database/postgres/roles-superuser",
+              "title": "Roles, superuser access and unsupported operations"
+            }
+          ],
+          "resultChars": 42658
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"site:supabase.com/docs/guides/monitoring-and-debugging/metrics Prometheus scrape_configs basic_auth password_file\", limit: 5) { nodes { __typename title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#revokere-grant-patterns",
-              "title": "Revoke/re-grant patterns"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
+              "title": "Vendor-agnostic Metrics API setup"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#extension-statements",
-              "title": "Extension statements"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud",
+              "title": "Metrics API with Grafana Cloud"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#known-limitations-of-db-diff",
-              "title": "Known limitations of db diff"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted",
+              "title": "Metrics API with Prometheus & Grafana (self-hosted)"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#troubleshooting",
-              "title": "Troubleshooting"
-            },
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
+              "title": "Metrics API"
+            }
+          ],
+          "resultChars": 20081
+        }
+      ]
+    },
+    "prompt": "Can you wire my Supabase project metrics into our existing observability stack and document\nin the observability README what we need to do to make the config live?",
+    "promptSourcePath": "evals/deploy-database-001-prometheus-metrics/PROMPT.md",
+    "attempts": 1,
+    "sourcePath": "codex-gpt-5.6-no-skills/deploy-database-001-prometheus-metrics.json"
+  },
+  {
+    "experiment": "codex-gpt-5.6-no-skills",
+    "experimentSuite": "no-skills",
+    "experimentDisplay": {
+      "agent": "codex",
+      "modelProvider": "openai",
+      "modelId": "gpt-5.6-sol",
+      "reasoningEffort": "medium"
+    },
+    "eval": "deploy-functions-001-edge-function-secrets",
+    "stage": "deploy",
+    "product": [
+      "edge-functions"
+    ],
+    "topic": [
+      "security"
+    ],
+    "suite": "benchmark",
+    "interface": "cli",
+    "passed": true,
+    "checks": [
+      {
+        "name": "WEATHER_API_KEY is set as a Function secret on the project",
+        "passed": true
+      },
+      {
+        "name": "the weather function is deployed to the project",
+        "passed": true,
+        "notes": "status ACTIVE"
+      },
+      {
+        "name": "the weather function reads WEATHER_API_KEY from the environment",
+        "passed": true,
+        "judgeNotes": "Reads WEATHER_API_KEY from the runtime environment using Deno.env.get(\"WEATHER_API_KEY\")."
+      },
+      {
+        "name": "WEATHER_API_KEY value is not committed to the repo",
+        "passed": true
+      }
+    ],
+    "skills": {
+      "available": [],
+      "loaded": []
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Edge Functions environment variables secrets set deploy invoke CORS Deno.env.get\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#step-3-create-your-schema",
-              "title": "Step 3: Create your schema"
+              "url": "https://supabase.com/docs/guides/troubleshooting/inspecting-edge-function-environment-variables-wg5qOQ",
+              "title": "Inspecting edge function environment variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#step-2-start-the-local-stack",
-              "title": "Step 2: Start the local stack"
+              "url": "https://supabase.com/docs/guides/functions/secrets",
+              "title": "Environment Variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#step-1-initialize-1",
-              "title": "Step 1: Initialize"
+              "url": "https://supabase.com/docs/guides/functions",
+              "title": "Edge Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#start-a-new-project-from-scratch",
-              "title": "Start a new project from scratch"
-            },
+              "url": "https://supabase.com/docs/guides/getting-started/features",
+              "title": "Features"
+            }
+          ],
+          "resultChars": 35208
+        }
+      ]
+    },
+    "prompt": "Our weather widget currently calls WeatherAPI straight from the browser, which\nleaks our API key. I want to move that behind a Supabase Edge Function called\n`weather` that holds the key server-side and proxies the request.\n\nThe function should read the key from an environment variable named\n`WEATHER_API_KEY`. Our key already lives in a local `.env` file at the project\nroot.\n\nDeploy the function to our project so it's live, and make sure the deployed\nfunction can actually read the key at runtime.",
+    "promptSourcePath": "evals/deploy-functions-001-edge-function-secrets/PROMPT.md",
+    "attempts": 1,
+    "sourcePath": "codex-gpt-5.6-no-skills/deploy-functions-001-edge-function-secrets.json"
+  },
+  {
+    "experiment": "codex-gpt-5.6-no-skills",
+    "experimentSuite": "no-skills",
+    "experimentDisplay": {
+      "agent": "codex",
+      "modelProvider": "openai",
+      "modelId": "gpt-5.6-sol",
+      "reasoningEffort": "medium"
+    },
+    "eval": "deploy-self-hosting-001-docker-compose",
+    "stage": "deploy",
+    "product": [
+      "database",
+      "auth",
+      "storage"
+    ],
+    "topic": [
+      "self-hosting"
+    ],
+    "suite": "benchmark",
+    "interface": "cli",
+    "passed": true,
+    "checks": [
+      {
+        "name": "cloned the self-host stack (docker-compose.yml + volumes/db)",
+        "passed": true
+      },
+      {
+        "name": "didn't conflate with the CLI (no supabase/config.toml in the stack)",
+        "passed": true
+      },
+      {
+        "name": "secrets rotated off the shipped defaults",
+        "passed": true
+      },
+      {
+        "name": "ANON_KEY and SERVICE_ROLE_KEY are HS256 JWTs signed by JWT_SECRET",
+        "passed": true
+      }
+    ],
+    "skills": {
+      "available": [],
+      "loaded": []
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"self-hosting Docker compose VPS docker .env secrets JWT_SECRET ANON_KEY SERVICE_ROLE_KEY POSTGRES_PASSWORD DASHBOARD_PASSWORD POOLER_TENANT_ID\", limit: 8) { nodes { __typename title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#step-7-commit",
-              "title": "Step 7: Commit"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#step-6-verify",
-              "title": "Step 6: Verify"
+              "url": "https://supabase.com/docs/guides/self-hosting/postgres-upgrade-17",
+              "title": "Upgrade to Postgres 17"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#step-5-create-seed-data",
-              "title": "Step 5: Create seed data"
+              "url": "https://supabase.com/docs/guides/self-hosting/docker",
+              "title": "Self-Hosting with Docker"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#step-4-pull-the-remote-schema",
-              "title": "Step 4: Pull the remote schema"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth",
+              "title": "Configure Social Login (OAuth) Providers"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#step-3-link-to-your-remote-project",
-              "title": "Step 3: Link to your remote project"
+              "url": "https://supabase.com/docs/guides/self-hosting/accessing-postgres",
+              "title": "Accessing Postgres"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#step-2-authenticate",
-              "title": "Step 2: Authenticate"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy",
+              "title": "Envoy API Gateway"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#before-you-begin",
-              "title": "Before you begin"
+              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates",
+              "title": "Custom Email Templates"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#the-supabase-directory",
-              "title": "The ./supabase directory"
-            },
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
+              "title": "Self-Hosted Functions"
+            }
+          ],
+          "resultChars": 135052
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Docker self-hosting quick start Linux clone supabase repository docker copy .env.example generate-keys.sh\", limit: 4) { nodes { __typename title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#move-an-existing-project-to-local-development",
-              "title": "Move an existing project to local development"
+              "url": "https://supabase.com/docs/guides/self-hosting/docker",
+              "title": "Self-Hosting with Docker"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows#step-1-initialize",
-              "title": "Step 1: Initialize"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
             },
             {
               "url": "https://supabase.com/docs/guides/local-development/cli/getting-started",
               "title": "Supabase CLI"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli/getting-started#how-to-opt-out",
-              "title": "How to opt out"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/local-development/cli/getting-started#telemetry",
-              "title": "Telemetry"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/local-development/cli/getting-started#stopping-local-services",
-              "title": "Stopping local services"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/local-development/cli/getting-started#access-your-projects-services",
-              "title": "Access your project's services"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/local-development/cli/getting-started#running-supabase-locally",
-              "title": "Running Supabase locally"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/local-development/cli/getting-started#updating-the-supabase-cli",
-              "title": "Updating the Supabase CLI"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/local-development/cli/getting-started#beta-channel",
-              "title": "Beta channel"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/local-development/cli/getting-started#installing-the-supabase-cli",
-              "title": "Installing the Supabase CLI"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/local-development/cli/getting-started#learn-more",
-              "title": "Learn more"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting",
-              "title": "Self-Hosting"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting#community-driven-projects",
-              "title": "Community-driven projects"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting#about-self-hosting",
-              "title": "About self-hosting"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting#how-self-hosted-supabase-differs",
-              "title": "How self-hosted Supabase differs"
-            },
+              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
+              "title": "Local development workflow"
+            }
+          ],
+          "resultChars": 87763
+        },
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"self-hosted Docker POOLER_TENANT_ID configure production SMTP SITE_URL reverse proxy Caddy\", limit: 5) { nodes { __typename title href content } } }",
+          "hasContent": true,
+          "pages": [
             {
-              "url": "https://supabase.com/docs/guides/self-hosting#your-responsibilities-when-self-hosting",
-              "title": "Your responsibilities when self-hosting"
+              "url": "https://supabase.com/docs/guides/self-hosting/docker",
+              "title": "Self-Hosting with Docker"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting#telemetry",
-              "title": "Telemetry"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-proxy-https",
+              "title": "Configure Reverse Proxy and HTTPS"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting#support-and-community",
-              "title": "Support and community"
+              "url": "https://supabase.com/docs/guides/self-hosting/custom-email-templates",
+              "title": "Custom Email Templates"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting#enterprise-self-hosting",
-              "title": "Enterprise self-hosting"
+              "url": "https://supabase.com/docs/guides/storage/serving/image-transformations",
+              "title": "Storage Image Transformations"
             },
             {
-              "url": "https://supabase.com/docs/guides/self-hosting#get-started",
-              "title": "Get started"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy",
+              "title": "Envoy API Gateway"
             }
           ],
-          "resultChars": 353761
+          "resultChars": 94975
         }
       ]
     },
@@ -19144,7 +19408,7 @@
       {
         "name": "diagnosed and explained session revocation",
         "passed": true,
-        "judgeNotes": "Meets rubric: identifies soft-delete-only root cause, implements auth user deletion plus RLS live-account gate, correctly explains JWTs remain cryptographically valid while protected data path has no post-commit window due to RLS, and correctly distinguishes publishable frontend keys from secret backend-only RLS-bypassing keys."
+        "judgeNotes": "Correctly diagnoses soft deletion, hard-deletes the Auth user with session revocation, closes the current Data API window via RLS, notes JWT validity until expiry, and accurately distinguishes publishable from secret keys."
       }
     ],
     "skills": {
@@ -19155,105 +19419,78 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { keys: searchDocs(query: \"publishable key secret key legacy anon service_role RLS frontend\", limit: 5) { nodes { ... on Guide { title href content } ... on ManagementApiReference { title href content } } } sessions: searchDocs(query: \"delete user access token remains valid until expiry session sign out JWT revoke\", limit: 5) { nodes { ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } ... on TroubleshootingGuide { title href content } } } delete: searchDocs(query: \"delete user admin API JWT remains valid delete account\", limit: 5) { nodes { ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } } } }",
+          "query": "query { searchDocs(query: \"delete user auth admin deleteUser JWT access token remains valid until expiration revoke sessions RLS publishable secret keys legacy anon service_role\", limit: 8) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-redwoodjs",
-              "title": "Build a User Management App with RedwoodJS"
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
             },
             {
               "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
               "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/signing-keys",
-              "title": "JWT Signing Keys"
+              "url": "https://supabase.com/docs/guides/auth/auth-anonymous",
+              "title": "Anonymous Sign-Ins"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/jwt-fields",
-              "title": "JWT Claims Reference"
+              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
+              "title": "User Management"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/secure-data",
-              "title": "Securing your data"
+              "url": "https://supabase.com/docs/reference/javascript/auth-admin-deleteuser"
             },
             {
               "url": "https://supabase.com/docs/guides/auth/sessions",
               "title": "User sessions"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-signout"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/should-i-set-a-shorter-max-age-parameter-on-the-cookies-8sbF4V",
-              "title": "Should I set a shorter Max-Age parameter on the cookies?"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
-              "title": "User Management"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/javascript/auth-admin-deleteuser"
+              "url": "https://supabase.com/docs/guides/auth/jwt-fields",
+              "title": "JWT Claims Reference"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/sso/testing-best-practices",
-              "title": "SSO Testing and Best Practices"
+              "url": "https://supabase.com/docs/reference/swift/auth-admin-signout",
+              "title": "signOut()"
             }
           ],
-          "resultChars": 230051
+          "resultChars": 93410
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"API keys publishable secret key sb_publishable sb_secret RLS\", limit: 10) { nodes { ... on Guide { title href content } } } }",
+          "query": "query { searchDocs(query: \"publishable key secret key frontend safe public components RLS bypass service_role anon key\", limit: 6) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
               "url": "https://supabase.com/docs/guides/getting-started/api-keys",
               "title": "Understanding API keys"
             },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
-              "title": "New API Keys and Asymmetric Authentication"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/server-side/creating-a-client",
-              "title": "Creating a Supabase client for SSR"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-redwoodjs",
-              "title": "Build a User Management App with RedwoodJS"
-            },
             {
               "url": "https://supabase.com/docs/guides/database/secure-data",
               "title": "Securing your data"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-sveltekit",
-              "title": "Build a User Management App with SvelteKit"
+              "url": "https://supabase.com/docs/guides/storage/security/access-control",
+              "title": "Storage Access Control"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-solidjs",
-              "title": "Build a User Management App with SolidJS"
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-vue-3",
-              "title": "Build a User Management App with Vue 3"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/oauth-server/token-security",
-              "title": "Token Security and Row Level Security"
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
             }
           ],
-          "resultChars": 225824
+          "resultChars": 94954
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"sign out JWT remains valid until expires revoke refresh tokens access token\", limit: 8) { nodes { ... on Guide { title href content } ... on ClientLibraryFunctionReference { title href content language methodName } ... on TroubleshootingGuide { title href content } } } }",
+          "query": "query { searchDocs(query: \"delete user access token remains valid until expiry cannot revoke JWT immediately RLS session deleted\", limit: 10) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
@@ -19261,60 +19498,71 @@
               "title": "User sessions"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/should-i-set-a-shorter-max-age-parameter-on-the-cookies-8sbF4V",
-              "title": "Should I set a shorter Max-Age parameter on the cookies?"
+              "url": "https://supabase.com/docs/guides/realtime/authorization",
+              "title": "Realtime Authorization"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-signout"
+              "url": "https://supabase.com/docs/guides/auth/oauth-server/token-security",
+              "title": "Token Security and Row Level Security"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/signing-keys",
-              "title": "JWT Signing Keys"
+              "url": "https://supabase.com/docs/guides/auth/third-party/clerk",
+              "title": "Clerk"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/server-side/advanced-guide",
-              "title": "Advanced guide"
+              "url": "https://supabase.com/docs/guides/storage/security/ownership",
+              "title": "Ownership"
             },
             {
               "url": "https://supabase.com/docs/guides/resources/glossary",
               "title": "Glossary"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/oauth-server/oauth-flows",
-              "title": "OAuth 2.1 Flows"
+              "url": "https://supabase.com/docs/guides/troubleshooting/should-i-set-a-shorter-max-age-parameter-on-the-cookies-8sbF4V",
+              "title": "Should I set a shorter Max-Age parameter on the cookies?"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/how-do-i-make-the-cookies-httponly-vwweFx",
-              "title": "How do I make the cookies HttpOnly?"
+              "url": "https://supabase.com/docs/guides/platform/temporary-access",
+              "title": "Temporary access"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/auth-anonymous",
+              "title": "Anonymous Sign-Ins"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
             }
           ],
-          "resultChars": 103031
+          "resultChars": 110443
         },
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"admin deleteUser delete user existing JWT access token valid until expiry\", limit: 6) { nodes { ... on ClientLibraryFunctionReference { title href content language methodName } ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
+          "query": "query { searchDocs(query: \"secret key Authorization user JWT RLS bypass publishable key authenticated role behavior\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
-              "title": "User Management"
+              "url": "https://supabase.com/docs/guides/troubleshooting/why-is-my-service-role-key-client-getting-rls-errors-or-not-returning-data-7_1K9z",
+              "title": "Why is my service role key client getting RLS errors or not returning data?"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/sessions",
-              "title": "User sessions"
+              "url": "https://supabase.com/docs/guides/storage/security/access-control",
+              "title": "Storage Access Control"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-admin-deleteuser"
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
             },
             {
-              "url": "https://supabase.com/docs/reference/dart/auth-admin-deleteuser"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/jwt-fields",
-              "title": "JWT Claims Reference"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
             }
           ],
-          "resultChars": 33037
+          "resultChars": 49535
         }
       ]
     },
@@ -19369,7 +19617,7 @@
       {
         "name": "diagnosed missing publication membership",
         "passed": true,
-        "judgeNotes": "The assistant correctly identified that orders was absent from the supabase_realtime publication despite the channel being subscribed, applied exactly ALTER PUBLICATION supabase_realtime ADD TABLE public.orders, preserved courier_locations and RLS/policies, and did not blame or alter RLS/client/networking."
+        "judgeNotes": "Correctly identified the missing publication membership, added only public.orders to supabase_realtime, and preserved courier_locations, RLS, and existing policies."
       }
     ],
     "skills": {
@@ -19377,36 +19625,7 @@
       "loaded": []
     },
     "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "query { searchDocs(query: \"Postgres Changes add table supabase_realtime publication ALTER PUBLICATION\", limit: 5) { nodes { ... on Guide { title href content } ... on TroubleshootingGuide { title href content } } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/realtime/subscribing-to-database-changes",
-              "title": "Subscribing to Database Changes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/postgres-changes",
-              "title": "Postgres Changes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/replication/pipelines",
-              "title": "Set up Pipelines"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/platform/migrating-within-supabase/backup-restore",
-              "title": "Backup and Restore using the CLI"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/realtime/benchmarks",
-              "title": "Benchmarks"
-            }
-          ],
-          "resultChars": 121815
-        }
-      ]
+      "calls": []
     },
     "prompt": "Our dispatch dashboard shows incoming orders as they happen. The courier\nlocation feed on the same page updates live without problems, but new orders\nonly show up after a page refresh.\n\nThe dashboard uses supabase-js to subscribe to INSERT events on the `orders`\ntable through postgres_changes, the same way it subscribes to courier\nlocations. The channel's status callback logs SUBSCRIBED and there are no\nerrors in the browser console.\n\nFigure out why no order events ever arrive and fix it.",
     "promptSourcePath": "evals/investigate-realtime-001-subscribed-no-events/PROMPT.md",
@@ -19432,22 +19651,22 @@
     ],
     "suite": "benchmark",
     "interface": "mcp",
-    "passed": true,
+    "passed": false,
     "checks": [
       {
         "name": "identified image-transform and the recurring 503 pattern",
         "passed": true,
-        "judgeNotes": "Identified image-transform as affected and described eight intermittent HTTP 503s across 07:00–12:00 UTC on 2026-04-28, noting the recurring gateway pattern."
+        "judgeNotes": "Identified `image-transform` and the recurring eight HTTP 503 failures from 07:00Z–12:00Z on 2026-04-28."
       },
       {
         "name": "attributed recurring 503s to gateway/platform layer, not function code",
-        "passed": true,
-        "judgeNotes": "Attributes the 503s to the gateway/platform layer before function execution, grounded in gateway logs without corresponding Edge Function logs and nearby successful invocations on the same deployment. It also distinguishes the separate avatar-upload 500 as a runtime-level issue."
+        "passed": false,
+        "judgeNotes": "Although it notes the 503s occurred before handler invocation, it ultimately makes the function dependency/startup path the primary suspect and recommends redeploying/fixing the function, contrary to the required gateway/platform-layer attribution."
       },
       {
         "name": "recommended a concrete next step",
         "passed": true,
-        "judgeNotes": "Recommended concrete next steps, including escalating to Supabase support with request IDs and timestamps, plus retry and alerting actions."
+        "judgeNotes": "Provides multiple concrete actions, including redeployment, cold-start testing, dependency pinning, and escalation to Supabase Support with timestamps, function name, and deployment ID."
       }
     ],
     "skills": {
@@ -19455,11 +19674,40 @@
       "loaded": []
     },
     "docs": {
-      "calls": []
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Edge Functions 503 startup cold start gateway logs troubleshooting retries\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/functions/status-codes",
+              "title": "Status codes"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-503-response",
+              "title": "Edge Function 503 error response"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-504-error-response",
+              "title": "Edge Function 504 error response"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/manage-your-usage/egress",
+              "title": "Manage Egress usage"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/debugging",
+              "title": "Debugging guide"
+            }
+          ],
+          "resultChars": 53732
+        }
+      ]
     },
     "prompt": "Users have been reporting that image uploads are intermittently failing with server errors throughout the morning of `2026-04-28`.\n\nCan you investigate the project logs and tell me what is going on and what we\nshould do next?",
     "promptSourcePath": "evals/investigate-reliability-003-edge-function-5xx-correlation/PROMPT.md",
-    "attempts": 1,
+    "attempts": 2,
     "sourcePath": "codex-gpt-5.6-no-skills/investigate-reliability-003-edge-function-5xx-correlation.json"
   },
   {
@@ -19513,7 +19761,7 @@
       {
         "name": "diagnosed RLS and added owner-scoped policies",
         "passed": true,
-        "judgeNotes": "Diagnosed RLS deny-all due to no policies, kept RLS enabled, and created authenticated SELECT and INSERT policies scoped to user_id = auth.uid() with WITH CHECK for inserts."
+        "judgeNotes": "Correctly diagnosed deny-all RLS, kept RLS enabled, and created authenticated owner-scoped SELECT and INSERT policies using auth.uid()."
       }
     ],
     "skills": {
@@ -19572,7 +19820,7 @@
       {
         "name": "the avatar migration and history reconciliation were done via the Supabase CLI",
         "passed": true,
-        "judgeNotes": "Avatar migration was applied by `supabase db push --db-url \"$DB_URL\" --yes` in action #11, which succeeded and left remote migration history containing `20240220000000 | add_avatar_url`. The orphan bio migration was reconciled by adding local file `supabase/migrations/20240115000000_add_profile_bio.sql` in action #10, then running the same Supabase CLI push. No forbidden direct SQL mutation or prepared-statement workaround was seen; psql usage was read-only inspection."
+        "judgeNotes": "`supabase db push --db-url \"$DB_URL\" --yes` applied `20240220000000_add_avatar_url.sql` and finished successfully. The orphan bio history was reconciled by adding `20240115000000_add_profile_bio.sql` locally, after which migration list matched and the push proceeded. The `psql` usage was read-only; no prohibited workaround was used."
       }
     ],
     "skills": {
@@ -19583,31 +19831,31 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "query { searchDocs(query: \"Supabase CLI db push migration history mismatch repair deploy hosted project\", limit: 5) { nodes { __typename title href content } } }",
+          "query": "query { searchDocs(query: \"Supabase CLI db push migration history repair hosted project migration deployment troubleshooting\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/deployment/database-migrations",
-              "title": "Database Migrations"
+              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
+              "title": "Local development workflow"
             },
             {
-              "url": "https://supabase.com/docs/reference/cli/supabase-migration-repair",
-              "title": "Repair the migration history table"
+              "url": "https://supabase.com/docs/guides/deployment/database-migrations",
+              "title": "Database Migrations"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/migrating-within-supabase/backup-restore",
-              "title": "Backup and Restore using the CLI"
+              "url": "https://supabase.com/docs/reference/cli/supabase-migration-repair",
+              "title": "Repair the migration history table"
             },
             {
               "url": "https://supabase.com/docs/guides/local-development/database-migrations",
               "title": "Database migrations"
             },
             {
-              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
-              "title": "Local development workflow"
+              "url": "https://supabase.com/docs/reference/cli/supabase-db-push",
+              "title": "Push new migrations to the remote database"
             }
           ],
-          "resultChars": 96189
+          "resultChars": 61657
         }
       ]
     },
@@ -19665,7 +19913,28 @@
       "loaded": []
     },
     "docs": {
-      "calls": []
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"Postgres multicolumn index WHERE equality ORDER BY DESC LIMIT query performance\", limit: 3) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/database/orioledb",
+              "title": "OrioleDB Overview"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/query-optimization",
+              "title": "Query Optimization"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/inspect",
+              "title": "Database debugging and monitoring"
+            }
+          ],
+          "resultChars": 26407
+        }
+      ]
     },
     "prompt": "My database CPU keeps spiking and the app gets slow when loading recent events for a user. Can you figure out what query is causing it and make the database change needed to fix it?\n\nEnd your turn with a short summary of what you changed and why.",
     "promptSourcePath": "evals/resolve-performance-001-slow-query-cpu-spike/PROMPT.md",
@@ -19775,7 +20044,7 @@
       {
         "name": "signUp creates the account and returns its user id",
         "passed": true,
-        "notes": "db user cbbc700e-775b-4489-94a7-6a2ce1ab7257, signUp returned {\"userId\":\"cbbc700e-775b-4489-94a7-6a2ce1ab7257\"}"
+        "notes": "db user 69bcce39-c322-4093-8de7-05ca59aaf33e, signUp returned {\"userId\":\"69bcce39-c322-4093-8de7-05ca59aaf33e\"}"
       },
       {
         "name": "signup metadata reaches the profile (display name)",
@@ -19790,7 +20059,7 @@
       {
         "name": "signIn with the right password returns the user id",
         "passed": true,
-        "notes": "{\"userId\":\"cbbc700e-775b-4489-94a7-6a2ce1ab7257\"}"
+        "notes": "{\"userId\":\"69bcce39-c322-4093-8de7-05ca59aaf33e\"}"
       },
       {
         "name": "getMyProfile returns the signed-in user's profile",
@@ -19820,42 +20089,42 @@
     "docs": {
       "calls": [
         {
-          "source": "web_fetch",
-          "query": "https://supabase.com/changelog.md",
-          "hasContent": true,
+          "source": "shell_fetch",
+          "query": "curl -s --max-time 15 https://supabase.com/changelog.md | head -100",
           "pages": [
             {
               "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 93795
+          "resultChars": 5442
         },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"signUp email password user metadata display_name options data\", limit: 5) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"supabase-js sign up with email password user metadata display_name\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
               "url": "https://supabase.com/docs/guides/troubleshooting/customizing-emails-by-language-KZ_38Q",
               "title": "Customizing Emails by Language"
             },
-            {
-              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
-              "title": "User Management"
-            },
             {
               "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/auth0",
               "title": "Migrate from Auth0 to Supabase Auth"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/auth-email-passwordless",
-              "title": "Passwordless email logins"
+              "url": "https://supabase.com/docs/guides/auth/managing-user-data",
+              "title": "User Management"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-signup"
+              "url": "https://supabase.com/docs/guides/auth/passwords",
+              "title": "Password-based Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/social-login/auth-apple",
+              "title": "Login with Apple"
             }
           ],
-          "resultChars": 36311
+          "resultChars": 118314
         }
       ]
     },
@@ -19897,7 +20166,7 @@
       {
         "name": "todos table exists with at least 2 seeded rows",
         "passed": true,
-        "notes": "found 2 rows"
+        "notes": "found 3 rows"
       },
       {
         "name": "row level security is enabled on todos",
@@ -19910,12 +20179,12 @@
       {
         "name": "REST API returns no todos to anonymous requests",
         "passed": true,
-        "notes": "0 rows"
+        "notes": "error 42501: permission denied for table todos"
       },
       {
         "name": "REST API returns the todos to authenticated requests",
         "passed": true,
-        "notes": "2 rows"
+        "notes": "3 rows"
       }
     ],
     "skills": {
@@ -19929,7 +20198,30 @@
       ]
     },
     "docs": {
-      "calls": []
+      "calls": [
+        {
+          "source": "web_fetch",
+          "query": "https://supabase.com/changelog.md",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 94610
+        },
+        {
+          "source": "web_fetch",
+          "query": "https://supabase.com/changelog/45329-breaking-change-tables-not-exposed-to-data-and-graphql-api-automatically",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog/45329-breaking-change-tables-not-exposed-to-data-and-graphql-api-automatically"
+            }
+          ],
+          "resultChars": 12703
+        }
+      ]
     },
     "prompt": "We're kicking off a todos app and I want the Supabase side ready for the team\nto build on. Set it up the way we'd run it in development, with schema changes\ntracked as migrations so they can be reviewed and replayed.\n\nFor the first slice we just need a `todos` table. Todos aren't public: anyone\nsigned in can read all of them, but nothing should be writable through the API\nfor now. Add a couple of sample todos so there's something to look at.\n\nBefore you hand it back, make sure the running API actually behaves that way —\nsigned-in users get the todos, signed-out requests get nothing.",
     "promptSourcePath": "evals/build-cli-001-bootstrap-app/PROMPT.md",
@@ -20024,12 +20316,12 @@
       {
         "name": "cron command enqueues to the 'tasks' queue",
         "passed": true,
-        "notes": "queue depth 0 -> 1"
+        "notes": "queue depth 1 -> 2"
       },
       {
         "name": "process-tasks function drains the queue",
         "passed": true,
-        "notes": "function removed the seeded message (id 3) from the queue"
+        "notes": "function removed the seeded message (id 39) from the queue"
       }
     ],
     "skills": {
@@ -20045,38 +20337,26 @@
     "docs": {
       "calls": [
         {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"pgmq queue cron schedule edge function pop read delete messages\", limit: 6) { nodes { title href content } } }",
+          "source": "web_fetch",
+          "query": "https://supabase.com/docs/guides/queues/quickstart.md",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
-              "title": "Automatic embeddings"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/queues/pgmq",
-              "title": "PGMQ Extension"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions",
-              "title": "Consuming Supabase Queue Messages with Edge Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/extensions/pg_net",
-              "title": "pg_net: Async Networking"
+              "url": "https://supabase.com/docs/guides/queues/quickstart.md"
             }
           ],
-          "resultChars": 68777
+          "resultChars": 8777
         },
         {
-          "source": "shell_fetch",
-          "query": "curl -s https://supabase.com/changelog.md | grep -i -B2 -A2 \"breaking\" | grep -i -B1 -A1 -E \"cron|pgmq|queue|edge function\" | head -40; echo \"---done---\"",
+          "source": "web_fetch",
+          "query": "https://supabase.com/docs/guides/cron/quickstart.md",
+          "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/changelog.md"
+              "url": "https://supabase.com/docs/guides/cron/quickstart.md"
             }
           ],
-          "resultChars": 1492
+          "resultChars": 6155
         }
       ]
     },
@@ -20105,7 +20385,7 @@
     "suite": "benchmark",
     "interface": "cli",
     "cliVersion": "2.109.1",
-    "passed": false,
+    "passed": true,
     "checks": [
       {
         "name": "report runs and prints JSON",
@@ -20124,8 +20404,8 @@
       },
       {
         "name": "implementation uses @supabase/supabase-js",
-        "passed": false,
-        "notes": "no @supabase/supabase-js import found — this eval requires the SDK"
+        "passed": true,
+        "notes": "imports found in: app/report.mjs"
       },
       {
         "name": "report queries via the Data API, not raw SQL",
@@ -20267,7 +20547,19 @@
       ]
     },
     "docs": {
-      "calls": []
+      "calls": [
+        {
+          "source": "web_fetch",
+          "query": "https://supabase.com/changelog.md",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 94610
+        }
+      ]
     },
     "prompt": "I have an existing Postgres database I want to migrate to Supabase. There's a binary dump at `source.dump` in the current directory.\n\nCan you set up a local Supabase project and restore the dump into it?",
     "promptSourcePath": "evals/build-database-001-migrate-postgres-to-supabase/PROMPT.md",
@@ -20316,12 +20608,12 @@
       {
         "name": "user A cannot force-read user B note",
         "passed": true,
-        "notes": "status=200"
+        "notes": "status=403"
       },
       {
         "name": "user B cannot force-read user A note",
         "passed": true,
-        "notes": "status=200"
+        "notes": "status=403"
       }
     ],
     "skills": {
@@ -20335,32 +20627,143 @@
     },
     "docs": {
       "calls": [
+        {
+          "source": "web_fetch",
+          "query": "https://supabase.com/changelog.md",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 94610
+        },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"edge function verify JWT auth getUser getClaims authorization header\", limit: 5) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"Edge Functions get authenticated user from Authorization header supabase.auth.getUser createClient global headers\") { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-nextjs",
-              "title": "Build a User Management App with Next.js"
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth",
+              "title": "Securing Edge Functions"
             },
             {
               "url": "https://supabase.com/docs/guides/functions/auth-headers",
               "title": "Authorization headers"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
-              "title": "Integrating With Supabase Auth"
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
             },
             {
-              "url": "https://supabase.com/docs/reference/javascript/auth-getclaims"
+              "url": "https://supabase.com/docs/guides/functions/websockets",
+              "title": "Handling WebSockets"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/javascript/auth-getuser"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-nextjs",
+              "title": "Build a User Management App with Next.js"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/recursive-functions",
+              "title": "Recursive / Nested Function Calls"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/manage-your-usage/egress",
+              "title": "Manage Egress usage"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/why-is-my-service-role-key-client-getting-rls-errors-or-not-returning-data-7_1K9z",
+              "title": "Why is my service role key client getting RLS errors or not returning data?"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions",
+              "title": "Edge Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/storage-caching",
+              "title": "Integrating with Supabase Storage"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-react",
+              "title": "Build a User Management App with React"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/resumable-websockets",
+              "title": "Resumable WebSockets with Edge Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/choosing-a-server-package",
+              "title": "Which package to use"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-angular",
+              "title": "Build a User Management App with Angular"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/integrations/build-a-supabase-oauth-integration",
+              "title": "Build a Supabase Integration"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
+              "title": "Self-Hosted Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/server-side",
+              "title": "Server-Side Rendering"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-saml-sso",
+              "title": "Configure SAML SSO"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth",
+              "title": "Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/connect-to-postgres",
+              "title": "Integrating with Supabase Database (Postgres)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/function-configuration",
+              "title": "Function Configuration"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/error-codes",
+              "title": "Error codes"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/server-side/creating-a-client",
+              "title": "Creating a Supabase client for SSR"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/jwts",
+              "title": "JSON Web Token (JWT)"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/cors",
+              "title": "CORS (Cross-Origin Resource Sharing) support for Invoking from the browser"
             },
             {
-              "url": "https://supabase.com/docs/reference/swift/auth-getclaims",
-              "title": "getClaims()"
+              "url": "https://supabase.com/docs/guides/auth/oauth-server/token-security",
+              "title": "Token Security and Row Level Security"
             }
           ],
-          "resultChars": 52010
+          "resultChars": 359845
         },
         {
           "source": "web_fetch",
@@ -20413,37 +20816,37 @@
       {
         "name": "rejects request with no credentials",
         "passed": true,
-        "notes": "status 401: {\"error\":\"Invalid credentials\"}"
+        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
       },
       {
         "name": "user with JWT reads only their own rows",
         "passed": true,
-        "notes": "status 200: [{\"user_id\":\"1f7a732a-f911-4415-80cd-89a9f4e1e75e\",\"metric\":\"steps_a_msj163uc\",\"value\":111}]"
+        "notes": "status 200: [{\"user_id\":\"6fc999ca-a548-4d96-bef9-ea7f307ed6e3\",\"metric\":\"steps_a_mt93rvf9\",\"value\":111}]"
       },
       {
         "name": "user cannot read another user's rows by passing user_id",
         "passed": true,
-        "notes": "status 200: [{\"user_id\":\"1f7a732a-f911-4415-80cd-89a9f4e1e75e\",\"metric\":\"steps_a_msj163uc\",\"value\":111}]"
+        "notes": "status 200: [{\"user_id\":\"6fc999ca-a548-4d96-bef9-ea7f307ed6e3\",\"metric\":\"steps_a_mt93rvf9\",\"value\":111}]"
       },
       {
         "name": "service key bypasses RLS to read the target user's rows",
         "passed": true,
-        "notes": "status 200: [{\"user_id\":\"9a247c74-daaa-4e1f-9bd6-4c24ce42abcd\",\"metric\":\"steps_b_msj163uc\",\"value\":222}]"
+        "notes": "status 200: [{\"user_id\":\"6a997059-3975-4ff7-9942-82a48d70f3af\",\"metric\":\"steps_b_mt93rvf9\",\"value\":222}]"
       },
       {
         "name": "non-service key is not granted service access",
         "passed": true,
-        "notes": "status 401: {\"error\":\"Invalid credentials\"}"
+        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
       },
       {
         "name": "rejects an unverified (forged) user token",
         "passed": true,
-        "notes": "status 401: {\"error\":\"Invalid credentials\"}"
+        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
       },
       {
         "name": "a user token in the apikey slot is not treated as the service key",
         "passed": true,
-        "notes": "status 401: {\"error\":\"Invalid credentials\"}"
+        "notes": "status 401: {\"message\":\"Invalid credentials\",\"code\":\"INVALID_CREDENTIALS\"}"
       },
       {
         "name": "implementation uses @supabase/server",
@@ -20457,87 +20860,142 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase"
+        "supabase",
+        "supabase-postgres-best-practices"
       ]
     },
     "docs": {
       "calls": [
         {
-          "source": "web_fetch",
-          "query": "https://supabase.com/changelog.md",
+          "source": "search_docs",
+          "query": "{ searchDocs(query: \"edge functions auth verify_jwt secret key service role apikey\") { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 93795
-        },
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"edge function environment variables SUPABASE_URL SUPABASE_SERVICE_ROLE_KEY secret key publishable key\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
+              "title": "Understanding API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth",
+              "title": "Securing Edge Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy",
+              "title": "Envoy API Gateway"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth-headers",
+              "title": "Authorization headers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/auth-hooks/send-email-hook",
+              "title": "Send Email Hook"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
+              "title": "Integrating With Supabase Auth"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-kotlin",
+              "title": "Build a Product Management Android App with Jetpack Compose"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/function-configuration",
+              "title": "Function Configuration"
+            },
             {
               "url": "https://supabase.com/docs/guides/functions/secrets",
               "title": "Environment Variables"
             },
+            {
+              "url": "https://supabase.com/docs/guides/database/secure-data",
+              "title": "Securing your data"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/error-codes",
+              "title": "Error codes"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/features",
+              "title": "Features"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/jwt-fields",
+              "title": "JWT Claims Reference"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/oauth-server/oauth-flows",
+              "title": "OAuth 2.1 Flows"
+            },
             {
               "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
               "title": "Self-Hosted Functions"
             },
             {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
+              "url": "https://supabase.com/docs/guides/auth/auth-mfa",
+              "title": "Multi-Factor Authentication"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/auth",
-              "title": "Securing Edge Functions"
+              "url": "https://supabase.com/docs/guides/functions/examples/cloudflare-turnstile",
+              "title": "CAPTCHA support with Cloudflare Turnstile"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/quickstarts/with-expo-react-native-social-auth",
-              "title": "Build a Social Auth App with Expo React Native"
-            }
-          ],
-          "resultChars": 94601
-        },
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"@supabase/server SDK edge functions createServerClient\", limit: 5) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/functions/ai-models",
+              "title": "Running AI Models"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/jwts",
+              "title": "JSON Web Token (JWT)"
+            },
             {
-              "url": "https://supabase.com/docs/reference/javascript/oauth-admin-createclient"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/reports",
+              "title": "Reports"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/server-side/migrating-to-ssr-from-auth-helpers",
-              "title": "Migrating to the SSR package from Auth Helpers"
+              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms",
+              "title": "Supabase for Platforms"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/choosing-a-server-package",
-              "title": "Which package to use"
+              "url": "https://supabase.com/docs/guides/functions/storage-caching",
+              "title": "Integrating with Supabase Storage"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/resumable-websockets",
-              "title": "Resumable WebSockets with Edge Functions"
+              "url": "https://supabase.com/docs/guides/resources/glossary",
+              "title": "Glossary"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/server-side/creating-a-client",
-              "title": "Creating a Supabase client for SSR"
+              "url": "https://supabase.com/docs/guides/functions",
+              "title": "Edge Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/status-codes",
+              "title": "Status codes"
             }
           ],
-          "resultChars": 59816
+          "resultChars": 431554
         },
         {
           "source": "web_fetch",
-          "query": "https://supabase.com/docs/guides/functions/auth.md",
+          "query": "https://supabase.com/docs/guides/functions/auth-headers.md",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/functions/auth.md"
+              "url": "https://supabase.com/docs/guides/functions/auth-headers.md"
             }
           ],
-          "resultChars": 7275
+          "resultChars": 3331
         }
       ]
     },
@@ -20684,7 +21142,7 @@
       {
         "name": "user A lists only own files",
         "passed": true,
-        "notes": "saw: 019fdc8e-ae2d-7481-a05e-6e5700e0781e/receipt-alpha.pdf, 019fdc8e-ae2d-7481-a05e-6e5700e0781e/receipt-beta.pdf"
+        "notes": "saw: 01a03a88-9e0b-772e-8fa9-99597fc3f994/receipt-alpha.pdf, 01a03a88-9e0b-772e-8fa9-99597fc3f994/receipt-beta.pdf"
       },
       {
         "name": "user B cannot read user A files",
@@ -20705,7 +21163,7 @@
       {
         "name": "configured private per-user storage access",
         "passed": true,
-        "judgeNotes": "Meets all criteria: private user-files bucket, authenticated owner-scoped SELECT and INSERT policies with WITH CHECK, no RLS disabling or permissive/public policies, and supabase-js createSignedUrl with expiry for temporary sharing."
+        "judgeNotes": "Creates a private user-files bucket, authenticated owner-folder SELECT and INSERT policies (plus UPDATE/DELETE), preserves RLS, and uses createSignedUrl with a one-hour expiry. No prohibited public, anon, permissive, or service-role access."
       }
     ],
     "skills": {
@@ -20714,14 +21172,54 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase"
+        "supabase",
+        "supabase-postgres-best-practices"
       ]
     },
     "docs": {
       "calls": [
+        {
+          "source": "web_fetch",
+          "query": "https://supabase.com/changelog.md",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 94610
+        },
+        {
+          "source": "search_docs",
+          "query": "{ searchDocs(query: \"storage access control RLS policies bucket private user folder\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/storage/security/access-control",
+              "title": "Storage Access Control"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
+              "title": "Storage Buckets"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
+              "title": "Configure S3 Storage"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/security/product-security",
+              "title": "Secure configuration of Supabase products"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/third-party/clerk",
+              "title": "Clerk"
+            }
+          ],
+          "resultChars": 25926
+        },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"storage createSignedUrl supabase-js expiresIn private bucket\", limit: 5) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"createSignedUrl temporary expiring share link private bucket supabase-js\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
@@ -20729,22 +21227,20 @@
               "title": "Serving assets from Storage"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/serving/image-transformations",
-              "title": "Storage Image Transformations"
+              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsignedurl"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/manage-your-usage/storage-image-transformations",
-              "title": "Manage Storage Image Transformations usage"
+              "url": "https://supabase.com/docs/guides/storage/serving/image-transformations",
+              "title": "Storage Image Transformations"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/uploads/resumable-uploads",
-              "title": "Resumable Uploads"
+              "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsignedurls"
             },
             {
               "url": "https://supabase.com/docs/reference/javascript/file-buckets-createsigneduploadurl"
             }
           ],
-          "resultChars": 44528
+          "resultChars": 24370
         }
       ]
     },
@@ -20777,17 +21273,103 @@
       {
         "name": "pgTAP test file(s) written under supabase/tests/",
         "passed": true,
-        "notes": "1 file(s): supabase/tests/tenant_isolation_test.sql"
+        "notes": "1 file(s): supabase/tests/rls_tenant_isolation_test.sql"
       },
       {
         "name": "pgTAP isolation tests ran and pass",
         "passed": true,
-        "notes": "3 passed, 1 failed"
+        "notes": "4 passed, 4 failed"
       },
       {
         "name": "agent correctly identifies the posts isolation bug from test results",
         "passed": true,
-        "judgeNotes": "The agent correctly identifies `posts` as the table with broken tenant isolation, explains that authenticated members can read posts from orgs they are not members of, and grounds this in the pgTAP result where the `posts` negative test fails. It also correctly states `notes` is isolated and treats test results as authoritative."
+        "judgeNotes": "Correctly identifies `posts` as the broken tenant-isolation policy and grounds this in pgTAP failures showing an Org A member sees Org B's post. It correctly treats `notes` cross-tenant reads as isolated."
+      }
+    ],
+    "skills": {
+      "available": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ],
+      "loaded": [
+        "supabase",
+        "supabase-postgres-best-practices"
+      ]
+    },
+    "docs": {
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "query { searchDocs(query: \"pgTAP database tests supabase test db RLS policies\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/local-development/testing/overview",
+              "title": "Testing Overview"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/testing",
+              "title": "Testing Your Database"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
+              "title": "Row Level Security"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/storage/schema/helper-functions",
+              "title": "Storage Helper Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/oauth-server/token-security",
+              "title": "Token Security and Row Level Security"
+            }
+          ],
+          "resultChars": 55749
+        },
+        {
+          "source": "web_fetch",
+          "query": "https://supabase.com/docs/guides/local-development/testing/overview.md",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/local-development/testing/overview.md"
+            }
+          ],
+          "resultChars": 10240
+        }
+      ]
+    },
+    "prompt": "Can you audit the tenant isolation on our tables? Write some database tests covering both the happy path and the negative case, run them, and share the results.",
+    "promptSourcePath": "evals/build-tests-001-rls-tenant-isolation/PROMPT.md",
+    "attempts": 1,
+    "sourcePath": "opencode-kimi-k3/build-tests-001-rls-tenant-isolation.json"
+  },
+  {
+    "experiment": "opencode-kimi-k3",
+    "experimentSuite": "benchmark",
+    "experimentDisplay": {
+      "agent": "opencode",
+      "modelProvider": "moonshotai",
+      "modelId": "moonshotai/kimi-k3"
+    },
+    "eval": "build-vectors-001-rag-with-permissions",
+    "stage": "build",
+    "product": [
+      "database",
+      "vectors"
+    ],
+    "topic": [
+      "sql",
+      "rls"
+    ],
+    "suite": "benchmark",
+    "interface": "mcp",
+    "passed": false,
+    "checks": [
+      {
+        "name": "created auth sessions",
+        "passed": false,
+        "notes": "Internal server error"
       }
     ],
     "skills": {
@@ -20800,13 +21382,53 @@
         "supabase-postgres-best-practices"
       ]
     },
-    "docs": {
-      "calls": []
-    },
-    "prompt": "Can you audit the tenant isolation on our tables? Write some database tests covering both the happy path and the negative case, run them, and share the results.",
-    "promptSourcePath": "evals/build-tests-001-rls-tenant-isolation/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "opencode-kimi-k3/build-tests-001-rls-tenant-isolation.json"
+    "docs": {
+      "calls": [
+        {
+          "source": "web_fetch",
+          "query": "https://supabase.com/changelog.md",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 94610
+        },
+        {
+          "source": "search_docs",
+          "query": "{ searchDocs(query: \"pgvector semantic search match function embedding column vector extension\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/ai/semantic-search",
+              "title": "Semantic search"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
+              "title": "Automatic embeddings"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/extensions/pgvector",
+              "title": "pgvector: Embeddings and vector similarity"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/rag-with-permissions",
+              "title": "RAG with Permissions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/vector-columns",
+              "title": "Vector columns"
+            }
+          ],
+          "resultChars": 68548
+        }
+      ]
+    },
+    "prompt": "We're adding semantic search to our internal knowledge base app. I already wrote the edge functions, but search doesn't work yet. Can you set up whatever the database needs to make search work end to end?\n\nSome documents are confidential, so users should only have access to documents they own.",
+    "promptSourcePath": "evals/build-vectors-001-rag-with-permissions/PROMPT.md",
+    "attempts": 2,
+    "sourcePath": "opencode-kimi-k3/build-vectors-001-rag-with-permissions.json"
   },
   {
     "experiment": "opencode-kimi-k3",
@@ -20816,50 +21438,31 @@
       "modelProvider": "moonshotai",
       "modelId": "moonshotai/kimi-k3"
     },
-    "eval": "build-vectors-001-rag-with-permissions",
-    "stage": "build",
+    "eval": "deploy-database-001-prometheus-metrics",
+    "stage": "deploy",
     "product": [
-      "database",
-      "vectors"
+      "database"
     ],
     "topic": [
-      "sql",
-      "rls"
+      "observability"
     ],
     "suite": "benchmark",
-    "interface": "mcp",
+    "interface": "cli",
     "passed": true,
     "checks": [
       {
-        "name": "document_sections.embedding is vector(384)",
-        "passed": true,
-        "notes": "vector(384)"
+        "name": "preserved existing app scrape job",
+        "passed": true
       },
       {
-        "name": "HNSW index on the embedding column",
+        "name": "configured the Supabase Metrics API scrape correctly",
         "passed": true,
-        "notes": "CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops)"
+        "judgeNotes": "HTTPS Supabase scrape is correctly configured with the required path, project target, Basic Auth password_file, preserved app job, and matching read-only secret volume mount."
       },
       {
-        "name": "index operator class matches the search operator",
+        "name": "documented live deployment and verification steps",
         "passed": true,
-        "notes": "function operators: <=>\nindexes: CREATE INDEX document_sections_embedding_idx ON public.document_sections USING hnsw (embedding vector_cosine_ops)"
-      },
-      {
-        "name": "user A search returns only own sections, best match first",
-        "passed": true
-      },
-      {
-        "name": "user B search returns only own sections, best match first",
-        "passed": true
-      },
-      {
-        "name": "user A reads only own sections through the API",
-        "passed": true
-      },
-      {
-        "name": "user A reads only own documents through the API",
-        "passed": true
+        "judgeNotes": "README provides Secret API key creation, matching password file placement, Compose start/reload commands, and concrete verification via Prometheus targets and Grafana."
       }
     ],
     "skills": {
@@ -20868,68 +21471,77 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase",
-        "supabase-postgres-best-practices"
+        "supabase"
       ]
     },
     "docs": {
       "calls": [
-        {
-          "source": "web_fetch",
-          "query": "https://supabase.com/changelog.md",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 93795
-        },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"semantic search pgvector match_document_sections embedding function\", limit: 5) { nodes { title href content } } }",
+          "query": "{\n  searchDocs(query: \"metrics endpoint prometheus scrape project metrics API\") {\n    nodes {\n      title\n      href\n      content\n    }\n  }\n}",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/ai/semantic-search",
-              "title": "Semantic search"
+              "url": "https://supabase.com/docs/reference/api/v1-scrape-project-metrics",
+              "title": "Scrape a project's metrics"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/semantic-search",
-              "title": "Semantic Search"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted",
+              "title": "Metrics API with Prometheus & Grafana (self-hosted)"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/hybrid-search",
-              "title": "Hybrid search"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
+              "title": "Vendor-agnostic Metrics API setup"
             },
             {
-              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
-              "title": "Automatic embeddings"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
+              "title": "Metrics API"
             },
             {
-              "url": "https://supabase.com/docs/guides/database/extensions/pgvector",
-              "title": "pgvector: Embeddings and vector similarity"
-            }
-          ],
-          "resultChars": 68270
-        },
-        {
-          "source": "web_fetch",
-          "query": "https://supabase.com/docs/guides/ai/semantic-search.md",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud",
+              "title": "Metrics API with Grafana Cloud"
+            },
             {
-              "url": "https://supabase.com/docs/guides/ai/semantic-search.md"
+              "url": "https://supabase.com/docs/guides/platform/read-replicas",
+              "title": "Read Replicas"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/how-to-view-database-metrics-uqf2z_",
+              "title": "How to View Database Metrics"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/api/v1-get-project-usage-api-count",
+              "title": "Gets project's usage api counts"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/connection-management",
+              "title": "Connection management"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/reports",
+              "title": "Reports"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms",
+              "title": "Supabase for Platforms"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/api/v1-get-project-function-combined-stats",
+              "title": "Gets a project's function combined statistics"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/api/v1-get-project-usage-request-count",
+              "title": "Gets project's usage api requests count"
             }
           ],
-          "resultChars": 12827
+          "resultChars": 91964
         }
       ]
     },
-    "prompt": "We're adding semantic search to our internal knowledge base app. I already wrote the edge functions, but search doesn't work yet. Can you set up whatever the database needs to make search work end to end?\n\nSome documents are confidential, so users should only have access to documents they own.",
-    "promptSourcePath": "evals/build-vectors-001-rag-with-permissions/PROMPT.md",
+    "prompt": "Can you wire my Supabase project metrics into our existing observability stack and document\nin the observability README what we need to do to make the config live?",
+    "promptSourcePath": "evals/deploy-database-001-prometheus-metrics/PROMPT.md",
     "attempts": 1,
-    "sourcePath": "opencode-kimi-k3/build-vectors-001-rag-with-permissions.json"
+    "sourcePath": "opencode-kimi-k3/deploy-database-001-prometheus-metrics.json"
   },
   {
     "experiment": "opencode-kimi-k3",
@@ -20939,31 +21551,35 @@
       "modelProvider": "moonshotai",
       "modelId": "moonshotai/kimi-k3"
     },
-    "eval": "deploy-database-001-prometheus-metrics",
+    "eval": "deploy-functions-001-edge-function-secrets",
     "stage": "deploy",
     "product": [
-      "database"
+      "edge-functions"
     ],
     "topic": [
-      "observability"
+      "security"
     ],
     "suite": "benchmark",
     "interface": "cli",
     "passed": true,
     "checks": [
       {
-        "name": "preserved existing app scrape job",
+        "name": "WEATHER_API_KEY is set as a Function secret on the project",
         "passed": true
       },
       {
-        "name": "configured the Supabase Metrics API scrape correctly",
+        "name": "the weather function is deployed to the project",
         "passed": true,
-        "judgeNotes": "Meets all requirements: HTTPS Supabase Metrics API scrape for the project target, correct metrics path, Basic Auth with password_file, app scrape preserved, and docker-compose mounts the secrets directory containing the password file."
+        "notes": "status ACTIVE"
       },
       {
-        "name": "documented live deployment and verification steps",
+        "name": "the weather function reads WEATHER_API_KEY from the environment",
         "passed": true,
-        "judgeNotes": "README includes Secret API key creation, matching secret file placement, stack restart/reload, and concrete verification via Prometheus targets plus direct curl check. Endpoint/auth and mounted secret path are consistent, with no hardcoded secret."
+        "judgeNotes": "Reads WEATHER_API_KEY from the runtime environment via Deno.env.get(\"WEATHER_API_KEY\")."
+      },
+      {
+        "name": "WEATHER_API_KEY value is not committed to the repo",
+        "passed": true
       }
     ],
     "skills": {
@@ -20986,98 +21602,149 @@
               "url": "https://supabase.com/changelog.md"
             }
           ],
-          "resultChars": 93795
+          "resultChars": 94610
         },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"metrics API prometheus endpoint scrape\") { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"edge functions secrets environment variables deploy\") { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
-              "title": "Vendor-agnostic Metrics API setup"
+              "url": "https://supabase.com/docs/guides/troubleshooting/inspecting-edge-function-environment-variables-wg5qOQ",
+              "title": "Inspecting edge function environment variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted",
-              "title": "Metrics API with Prometheus & Grafana (self-hosted)"
+              "url": "https://supabase.com/docs/guides/functions/secrets",
+              "title": "Environment Variables"
             },
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
-              "title": "Metrics API"
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
+              "title": "Self-Hosted Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-transcribe-speech",
+              "title": "Transcription Telegram Bot"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/elevenlabs-generate-speech-stream",
+              "title": "Streaming Speech with ElevenLabs"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/configuration",
+              "title": "Configuration"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/local-development/database-migrations",
+              "title": "Database migrations"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions",
+              "title": "Edge Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai-tools/mcp",
+              "title": "Supabase MCP Server"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/docker",
+              "title": "Self-Hosting with Docker"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
+              "title": "Automatic embeddings"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/integrations/supabase-for-platforms",
+              "title": "Supabase for Platforms"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/deploy",
+              "title": "Deploy to Production"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/migrating-within-supabase/backup-restore",
+              "title": "Backup and Restore using the CLI"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/storage-caching",
+              "title": "Integrating with Supabase Storage"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/examples/openai",
+              "title": "Generating OpenAI GPT3 completions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/auth-hooks/send-email-hook",
+              "title": "Send Email Hook"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-envoy",
+              "title": "Envoy API Gateway"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/troubleshooting",
+              "title": "Troubleshooting"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/upstash-redis",
+              "title": "Upstash Redis"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/local-development/cli/getting-started",
+              "title": "Supabase CLI"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/ai/examples/nextjs-vector-search",
+              "title": "Vector search with Next.js and OpenAI"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/secure-data",
+              "title": "Securing your data"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/examples/cloudflare-turnstile",
+              "title": "CAPTCHA support with Cloudflare Turnstile"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-nextjs",
+              "title": "Build a User Management App with Next.js"
             },
             {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud",
-              "title": "Metrics API with Grafana Cloud"
+              "url": "https://supabase.com/docs/guides/functions/quickstart-dashboard",
+              "title": "Getting Started with Edge Functions (Dashboard)"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/how-to-view-database-metrics-uqf2z_",
-              "title": "How to View Database Metrics"
+              "url": "https://supabase.com/docs/guides/functions/ephemeral-storage",
+              "title": "File Storage"
             },
             {
-              "url": "https://supabase.com/docs/guides/platform/read-replicas",
-              "title": "Read Replicas"
+              "url": "https://supabase.com/docs/guides/deployment/branching/working-with-branches",
+              "title": "Working with branches"
+            }
+          ],
+          "resultChars": 442320
+        },
+        {
+          "source": "web_fetch",
+          "query": "https://supabase.com/docs/guides/functions/secrets.md",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/functions/secrets.md"
             }
           ],
-          "resultChars": 29060
+          "resultChars": 5106
         }
       ]
     },
-    "prompt": "Can you wire my Supabase project metrics into our existing observability stack and document\nin the observability README what we need to do to make the config live?",
-    "promptSourcePath": "evals/deploy-database-001-prometheus-metrics/PROMPT.md",
-    "attempts": 1,
-    "sourcePath": "opencode-kimi-k3/deploy-database-001-prometheus-metrics.json"
-  },
-  {
-    "experiment": "opencode-kimi-k3",
-    "experimentSuite": "benchmark",
-    "experimentDisplay": {
-      "agent": "opencode",
-      "modelProvider": "moonshotai",
-      "modelId": "moonshotai/kimi-k3"
-    },
-    "eval": "deploy-functions-001-edge-function-secrets",
-    "stage": "deploy",
-    "product": [
-      "edge-functions"
-    ],
-    "topic": [
-      "security"
-    ],
-    "suite": "benchmark",
-    "interface": "cli",
-    "passed": true,
-    "checks": [
-      {
-        "name": "WEATHER_API_KEY is set as a Function secret on the project",
-        "passed": true
-      },
-      {
-        "name": "the weather function is deployed to the project",
-        "passed": true,
-        "notes": "status ACTIVE"
-      },
-      {
-        "name": "the weather function reads WEATHER_API_KEY from the environment",
-        "passed": true,
-        "judgeNotes": "The function reads WEATHER_API_KEY from the runtime environment using Deno.env.get(\"WEATHER_API_KEY\")."
-      },
-      {
-        "name": "WEATHER_API_KEY value is not committed to the repo",
-        "passed": true
-      }
-    ],
-    "skills": {
-      "available": [
-        "supabase",
-        "supabase-postgres-best-practices"
-      ],
-      "loaded": [
-        "supabase"
-      ]
-    },
-    "docs": {
-      "calls": []
-    },
     "prompt": "Our weather widget currently calls WeatherAPI straight from the browser, which\nleaks our API key. I want to move that behind a Supabase Edge Function called\n`weather` that holds the key server-side and proxies the request.\n\nThe function should read the key from an environment variable named\n`WEATHER_API_KEY`. Our key already lives in a local `.env` file at the project\nroot.\n\nDeploy the function to our project so it's live, and make sure the deployed\nfunction can actually read the key at runtime.",
     "promptSourcePath": "evals/deploy-functions-001-edge-function-secrets/PROMPT.md",
     "attempts": 1,
@@ -21132,30 +21799,7 @@
       ]
     },
     "docs": {
-      "calls": [
-        {
-          "source": "web_fetch",
-          "query": "https://supabase.com/docs/guides/self-hosting/docker.md",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/docker.md"
-            }
-          ],
-          "resultChars": 30709
-        },
-        {
-          "source": "web_fetch",
-          "query": "https://supabase.com/changelog.md",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/changelog.md"
-            }
-          ],
-          "resultChars": 93795
-        }
-      ]
+      "calls": []
     },
     "prompt": "I'm moving off the hosted Supabase and running the whole thing myself on a VPS I\njust spun up. Can you get a Docker setup ready for me to copy onto the box?\n\nI don't need it running here, I'll do the actual bring-up once I'm on the\nserver. I just want everything in place and the secrets set up. Put it in a `supabase-docker/`\nfolder at the repo root so I can scp the whole thing across in one go.",
     "promptSourcePath": "evals/deploy-self-hosting-001-docker-compose/PROMPT.md",
@@ -21211,7 +21855,7 @@
       {
         "name": "diagnosed and explained session revocation",
         "passed": true,
-        "judgeNotes": "The answer diagnoses the soft-delete-only bug, implements real auth user/session/refresh-token removal, explains the remaining stale JWT access-token window consistently with its fix (including mitigation), and correctly distinguishes publishable frontend keys from secret/server keys that bypass RLS."
+        "judgeNotes": "Correctly diagnoses the soft-delete issue, implements auth-user deletion with cascading session/refresh-token revocation, accurately explains the remaining stateless JWT expiry window and mitigations, and correctly distinguishes frontend publishable keys from server-only RLS-bypassing secret keys."
       }
     ],
     "skills": {
@@ -21226,33 +21870,71 @@
     },
     "docs": {
       "calls": [
+        {
+          "source": "web_fetch",
+          "query": "https://supabase.com/changelog.md",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/changelog.md"
+            }
+          ],
+          "resultChars": 94610
+        },
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"publishable key secret key anon service_role API keys RLS\", limit: 5) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"publishable secret API keys anon service_role migration RLS\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/getting-started/api-keys",
-              "title": "Understanding API keys"
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-redwoodjs",
+              "title": "Build a User Management App with RedwoodJS"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
+              "title": "Migrating to publishable and secret API keys"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/quickstarts/with-expo-react-native-social-auth",
+              "title": "Build a Social Auth App with Expo React Native"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-sveltekit",
+              "title": "Build a User Management App with SvelteKit"
             },
             {
               "url": "https://supabase.com/docs/guides/auth/signing-keys",
               "title": "JWT Signing Keys"
+            }
+          ],
+          "resultChars": 169611
+        },
+        {
+          "source": "search_docs",
+          "query": "{ searchDocs(query: \"delete user sign out invalidate sessions JWT access token expiry\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/auth/sessions",
+              "title": "User sessions"
             },
             {
-              "url": "https://supabase.com/docs/guides/auth/server-side/creating-a-client",
-              "title": "Creating a Supabase client for SSR"
+              "url": "https://supabase.com/docs/reference/swift/auth-admin-signout",
+              "title": "signOut()"
             },
             {
-              "url": "https://supabase.com/docs/guides/storage/security/access-control",
-              "title": "Storage Access Control"
+              "url": "https://supabase.com/docs/guides/platform/sso/multiple-providers",
+              "title": "Multiple SSO Providers"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/secrets",
-              "title": "Environment Variables"
+              "url": "https://supabase.com/docs/reference/javascript/auth-signout"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/auth/signing-keys",
+              "title": "JWT Signing Keys"
             }
           ],
-          "resultChars": 101422
+          "resultChars": 65245
         }
       ]
     },
@@ -21306,7 +21988,7 @@
       {
         "name": "diagnosed missing publication membership",
         "passed": true,
-        "judgeNotes": "Identified orders missing from supabase_realtime publication as root cause, added public.orders to the existing publication, and preserved courier_locations, RLS, and policies. Did not blame client/RLS/networking as root cause or weaken security."
+        "judgeNotes": "Correctly identified orders missing from supabase_realtime and added only public.orders, preserving courier_locations, RLS, and existing policies."
       }
     ],
     "skills": {
@@ -21344,22 +22026,22 @@
     ],
     "suite": "benchmark",
     "interface": "mcp",
-    "passed": false,
+    "passed": true,
     "checks": [
       {
         "name": "identified image-transform and the recurring 503 pattern",
         "passed": true,
-        "judgeNotes": "Identified image-transform as the affected function and explicitly described the recurring 8 HTTP 503 gateway failures across the morning of 2026-04-28 from 07:00Z to 12:00Z."
+        "judgeNotes": "Correctly identified `image-transform` and the recurring pattern of 8 HTTP 503 gateway failures from 07:00Z–12:00Z on 2026-04-28, while distinguishing older billing-webhook errors as unrelated."
       },
       {
         "name": "attributed recurring 503s to gateway/platform layer, not function code",
-        "passed": false,
-        "judgeNotes": "Although it cites a valid observation (503s only in gateway logs with no function execution logs), it ultimately attributes the primary cause to the function's unpinned npm dependency/worker boot and recommends pinning/redeploying the functions, rather than attributing the 503s to the gateway/platform layer in front of the function."
+        "passed": true,
+        "judgeNotes": "Correctly attributes the 503s to the gateway/platform layer, supported by gateway-only 503 logs with no corresponding function executions or errors while nearby requests succeeded. It also distinguishes the separate avatar-upload function-level 500."
       },
       {
         "name": "recommended a concrete next step",
         "passed": true,
-        "judgeNotes": "The assistant recommended concrete next steps: pinning Edge Function dependencies, vendoring dependencies with lockfile checks, checking npm publish/registry history for the affected time window, and adding gateway 5xx alerting."
+        "judgeNotes": "Recommended opening a Supabase support ticket with the project ref, function, exact time window, and gateway log IDs, plus concrete retry and monitoring steps."
       }
     ],
     "skills": {
@@ -21375,31 +22057,42 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"edge functions 503 error npm dependencies pin version deno.json import map cold start\", limit: 5) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"Edge Functions 503 errors gateway logs function invocation logs troubleshooting\", limit: 5) { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-dependency-analysis",
-              "title": "Edge Function dependency analysis"
+              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-503-response",
+              "title": "Edge Function 503 error response"
             },
             {
-              "url": "https://supabase.com/docs/guides/security/npm-security",
-              "title": "Securing npm installs"
+              "url": "https://supabase.com/docs/guides/functions/status-codes",
+              "title": "Status codes"
             },
             {
-              "url": "https://supabase.com/docs/guides/troubleshooting/importing-stripe-or-other-modules-from-esmsh-on-deno-edge-functions-throws-an-error-TmbB5p",
-              "title": "Importing Stripe or other modules from esm.sh on Deno Edge Functions throws an error"
+              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-504-error-response",
+              "title": "Edge Function 504 error response"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions/examples/mcp-server-mcp-lite",
-              "title": "Building an MCP Server with mcp-lite"
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/debugging",
+              "title": "Debugging guide"
             },
             {
-              "url": "https://supabase.com/docs/guides/functions",
-              "title": "Edge Functions"
+              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-500-error-response",
+              "title": "Edge Function 500 error response"
+            }
+          ],
+          "resultChars": 55290
+        },
+        {
+          "source": "web_fetch",
+          "query": "https://supabase.com/docs/guides/troubleshooting/edge-function-503-response",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/edge-function-503-response"
             }
           ],
-          "resultChars": 43609
+          "resultChars": 9589
         }
       ]
     },
@@ -21458,7 +22151,7 @@
       {
         "name": "diagnosed RLS and added owner-scoped policies",
         "passed": true,
-        "judgeNotes": "The assistant correctly diagnosed RLS enabled with no policies as the cause of empty Data API results, kept RLS enabled, and created authenticated SELECT and INSERT owner-scoped policies using auth.uid(), including WITH CHECK for inserts."
+        "judgeNotes": "Correctly diagnosed deny-all RLS with no policies, kept RLS enabled, and created authenticated owner-scoped SELECT and INSERT policies using auth.uid() with USING and WITH CHECK."
       }
     ],
     "skills": {
@@ -21522,7 +22215,7 @@
       {
         "name": "the avatar migration and history reconciliation were done via the Supabase CLI",
         "passed": true,
-        "judgeNotes": "PASS: The avatar_url migration was applied through the Supabase CLI with `supabase db push` in action #26, which shows `Applying migration 20240220000000_add_avatar_url.sql...` and `Finished supabase db push.` The orphan bio migration history was reconciled by adding the missing local migration file `supabase/migrations/20240115000000_add_bio.sql` in actions #22-#24, after which `supabase migration list` (#25/#28) showed local and remote history aligned. Read-only psql inspections were used, but no prohibited direct SQL mutation or prepared-statement workaround was seen."
+        "judgeNotes": "`supabase db push` (#28) applied `20240220000000_add_avatar_url.sql` and finished successfully. History was reconciled by adding the missing local `20240115000000_add_profile_bio.sql`, confirmed aligned before and after push (#27, #29). No prohibited mutation workaround occurred; the `psql` commands were read-only inspections."
       }
     ],
     "skills": {
@@ -21531,12 +22224,96 @@
         "supabase-postgres-best-practices"
       ],
       "loaded": [
-        "supabase",
-        "supabase-postgres-best-practices"
+        "supabase"
       ]
     },
     "docs": {
-      "calls": []
+      "calls": [
+        {
+          "source": "web_fetch",
+          "query": "https://supabase.com/docs/guides/deployment/managing-migrations.md",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/deployment/managing-migrations.md"
+            }
+          ]
+        },
+        {
+          "source": "web_fetch",
+          "query": "https://supabase.com/docs/guides/local-development/managing-migrations.md",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/local-development/managing-migrations.md"
+            }
+          ]
+        },
+        {
+          "source": "search_docs",
+          "query": "{ searchDocs(query: \"repair migration history diverged remote migration not found locally db pull\") { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/platform/sso/multiple-providers",
+              "title": "Multiple SSO Providers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/local-development/cli-workflows",
+              "title": "Local development workflow"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/database-migrations",
+              "title": "Database Migrations"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/cli/supabase-db-pull",
+              "title": "Pull schema from the remote database"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/deployment/branching/troubleshooting",
+              "title": "Troubleshooting"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/cli/supabase-db-push",
+              "title": "Push new migrations to the remote database"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/branch-in-migrations-failed-status",
+              "title": "Troubleshooting MIGRATIONS_FAILED: missing tables or an incomplete schema on your branch"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/cli/supabase-migration-repair",
+              "title": "Repair the migration history table"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/migrating-within-supabase/backup-restore",
+              "title": "Backup and Restore using the CLI"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/new-branch-doesnt-copy-database",
+              "title": "Why are my Supabase branches empty?"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/database/prisma/prisma-troubleshooting",
+              "title": "Troubleshooting prisma errors"
+            },
+            {
+              "url": "https://supabase.com/docs/reference/cli/supabase-migration-list",
+              "title": "List local and remote migrations"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/local-development/declarative-database-schemas",
+              "title": "Declarative database schemas"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/platform/migrating-to-supabase/postgres",
+              "title": "Migrate from Postgres to Supabase"
+            }
+          ],
+          "resultChars": 164619
+        }
+      ]
     },
     "prompt": "I'm trying to ship a migration to our hosted project and it's not working. Can you figure out what's wrong and get it deployed?",
     "promptSourcePath": "evals/resolve-database-001-migration-history-mismatch/PROMPT.md",
@@ -21579,7 +22356,7 @@
       {
         "name": "query plan uses an index and avoids sequential scan",
         "passed": true,
-        "notes": "Limit  (cost=55.55..55.61 rows=25 width=88)\n  ->  Sort  (cost=55.55..55.61 rows=25 width=88)\n        Sort Key: created_at DESC\n        ->  Bitmap Heap Scan on events  (cost=4.48..54.97 rows=25 width=88)\n              Recheck Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)\n              ->  Bitmap Index Scan on events_user_id_created_at_idx  (cost=0.00..4.47 rows=25 width=0)\n                    Index Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)"
+        "notes": "Limit  (cost=79.74..79.86 rows=50 width=58)\n  ->  Sort  (cost=79.74..79.99 rows=100 width=58)\n        Sort Key: created_at DESC\n        ->  Bitmap Heap Scan on events  (cost=5.06..76.42 rows=100 width=58)\n              Recheck Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)\n              ->  Bitmap Index Scan on events_user_id_created_at_idx  (cost=0.00..5.03 rows=100 width=0)\n                    Index Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)"
       },
       {
         "name": "inserts still work",
@@ -21702,7 +22479,7 @@
     "suite": "benchmark",
     "interface": "cli",
     "cliVersion": "2.109.1",
-    "passed": true,
+    "passed": false,
     "checks": [
       {
         "name": "auth module loads and the driver completes",
@@ -21712,7 +22489,7 @@
       {
         "name": "signUp creates the account and returns its user id",
         "passed": true,
-        "notes": "db user 21c579b2-ae12-44ca-83f7-24fe17e54af5, signUp returned {\"userId\":\"21c579b2-ae12-44ca-83f7-24fe17e54af5\"}"
+        "notes": "db user 635648bf-ae78-40f2-9fa7-fc9aad5a34b2, signUp returned {\"userId\":\"635648bf-ae78-40f2-9fa7-fc9aad5a34b2\"}"
       },
       {
         "name": "signup metadata reaches the profile (display name)",
@@ -21727,7 +22504,7 @@
       {
         "name": "signIn with the right password returns the user id",
         "passed": true,
-        "notes": "{\"userId\":\"21c579b2-ae12-44ca-83f7-24fe17e54af5\"}"
+        "notes": "{\"userId\":\"635648bf-ae78-40f2-9fa7-fc9aad5a34b2\"}"
       },
       {
         "name": "getMyProfile returns the signed-in user's profile",
@@ -21741,8 +22518,8 @@
       },
       {
         "name": "implementation uses @supabase/supabase-js",
-        "passed": true,
-        "notes": "imports found in: app/src/auth.mjs"
+        "passed": false,
+        "notes": "no @supabase/supabase-js import found — this eval requires the SDK"
       }
     ],
     "skills": {
@@ -21754,7 +22531,7 @@
     },
     "prompt": "Our app in `app/` needs accounts. Wire up `app/src/auth.mjs` — the stubs in\nthere describe what each function should do. People sign up with an email,\npassword, and display name, sign back in later, and the app greets them with\ntheir profile.\n\nThe Supabase project for this app is in `supabase/` and already running\nlocally. When you're done, the functions should work for real against it.",
     "promptSourcePath": "evals/build-auth-001-email-password-flow/PROMPT.md",
-    "attempts": 1,
+    "attempts": 2,
     "sourcePath": "opencode-kimi-k3-no-skills/build-auth-001-email-password-flow.json"
   },
   {
@@ -21790,7 +22567,7 @@
       {
         "name": "todos table exists with at least 2 seeded rows",
         "passed": true,
-        "notes": "found 3 rows"
+        "notes": "found 2 rows"
       },
       {
         "name": "row level security is enabled on todos",
@@ -21808,7 +22585,7 @@
       {
         "name": "REST API returns the todos to authenticated requests",
         "passed": true,
-        "notes": "3 rows"
+        "notes": "2 rows"
       }
     ],
     "skills": {
@@ -21905,12 +22682,12 @@
       {
         "name": "cron command enqueues to the 'tasks' queue",
         "passed": true,
-        "notes": "queue depth 0 -> 1"
+        "notes": "queue depth 1 -> 2"
       },
       {
         "name": "process-tasks function drains the queue",
         "passed": true,
-        "notes": "function removed the seeded message (id 5) from the queue"
+        "notes": "function removed the seeded message (id 40) from the queue"
       }
     ],
     "skills": {
@@ -21921,57 +22698,59 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"pgmq queues consume messages with edge function read delete\", limit: 5) { nodes { title href content } } }",
+          "query": "{ searchDocs(query: \"pg_cron schedule pgmq queue send message every minute cron job\") { nodes { title href content } } }",
           "hasContent": true,
           "pages": [
             {
-              "url": "https://supabase.com/docs/guides/queues/consuming-messages-with-edge-functions",
-              "title": "Consuming Supabase Queue Messages with Edge Functions"
+              "url": "https://supabase.com/docs/guides/database/extensions/pg_net",
+              "title": "pg_net: Async Networking"
             },
             {
               "url": "https://supabase.com/docs/guides/queues/pgmq",
               "title": "PGMQ Extension"
             },
+            {
+              "url": "https://supabase.com/docs/guides/cron",
+              "title": "Cron"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/functions/schedule-functions",
+              "title": "Scheduling Edge Functions"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/troubleshooting/pgcron-debugging-guide-n1KTaz",
+              "title": "pg_cron debugging guide"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/cron/install",
+              "title": "Install"
+            },
             {
               "url": "https://supabase.com/docs/guides/ai/automatic-embeddings",
               "title": "Automatic embeddings"
             },
             {
-              "url": "https://supabase.com/docs/guides/queues/api",
-              "title": "API"
+              "url": "https://supabase.com/docs/guides/cron/quickstart",
+              "title": "Quickstart"
             },
             {
-              "url": "https://supabase.com/docs/guides/queues/quickstart",
-              "title": "Quickstart"
-            }
-          ],
-          "resultChars": 68440
-        },
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"expose queues PostgREST edge function pgmq_public read delete example\", limit: 3) { nodes { title href subsections { nodes { title content } } } } }",
-          "hasContent": true,
-          "pages": []
-        },
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"expose queues PostgREST edge function pgmq_public read delete example\", limit: 3) { nodes { title href ... on Guide { subsections { nodes { title content } } } } } }",
-          "hasContent": true,
-          "pages": [
+              "url": "https://supabase.com/docs/guides/troubleshooting/pg_cron-launcher-crashes-with-duplicate-key-value-violates-unique-constraint-cc6472",
+              "title": "`pg_cron launcher crashes with 'duplicate key value violates unique constraint'`"
+            },
             {
               "url": "https://supabase.com/docs/guides/queues/quickstart",
               "title": "Quickstart"
             },
             {
-              "url": "https://supabase.com/docs/guides/queues/api",
-              "title": "API"
+              "url": "https://supabase.com/docs/guides/database/migrating-to-pg-partman",
+              "title": "Migrate from TimescaleDB to pg_partman"
             },
             {
-              "url": "https://supabase.com/docs/guides/queues/expose-self-hosted-queues",
-              "title": "Expose Queues for local and self-hosted Supabase"
+              "url": "https://supabase.com/docs/guides/platform/upgrading",
+              "title": "Upgrading"
             }
           ],
-          "resultChars": 22663
+          "resultChars": 111672
         }
       ]
     },
@@ -22238,7 +23017,7 @@
     "suite": "benchmark",
     "interface": "cli",
     "cliVersion": "2.109.1",
-    "passed": true,
+    "passed": false,
     "checks": [
       {
         "name": "seed rows present",
@@ -22248,42 +23027,42 @@
       {
         "name": "rejects request with no credentials",
         "passed": true,
-        "notes": "status 401: {\"error\":\"Invalid credentials\"}"
+        "notes": "status 401: {\"error\":\"missing authorization header\"}"
       },
       {
         "name": "user with JWT reads only their own rows",
         "passed": true,
-        "notes": "status 200: [{\"user_id\":\"8de5d728-6f94-47d9-833a-f4104a74539f\",\"metric\":\"steps_a_msj15kas\",\"value\":111}]"
+        "notes": "status 200: [{\"user_id\":\"ce49ead5-1003-4ef7-abc8-e83500ef3283\",\"metric\":\"steps_a_mt947tts\",\"value\":111}]"
       },
       {
         "name": "user cannot read another user's rows by passing user_id",
         "passed": true,
-        "notes": "status 200: [{\"user_id\":\"8de5d728-6f94-47d9-833a-f4104a74539f\",\"metric\":\"steps_a_msj15kas\",\"value\":111}]"
+        "notes": "status 200: [{\"user_id\":\"ce49ead5-1003-4ef7-abc8-e83500ef3283\",\"metric\":\"steps_a_mt947tts\",\"value\":111}]"
       },
       {
         "name": "service key bypasses RLS to read the target user's rows",
         "passed": true,
-        "notes": "status 200: [{\"user_id\":\"b33c6f83-e1ca-49a7-8520-64ff05e415e9\",\"metric\":\"steps_b_msj15kas\",\"value\":222}]"
+        "notes": "status 200: [{\"user_id\":\"61fe9e78-725f-4273-bc5f-16931f6565cc\",\"metric\":\"steps_b_mt947tts\",\"value\":222}]"
       },
       {
         "name": "non-service key is not granted service access",
         "passed": true,
-        "notes": "status 401: {\"error\":\"Invalid credentials\"}"
+        "notes": "status 401: {\"error\":\"missing authorization header\"}"
       },
       {
         "name": "rejects an unverified (forged) user token",
         "passed": true,
-        "notes": "status 401: {\"error\":\"Invalid credentials\"}"
+        "notes": "status 401: {\"error\":\"invalid or expired access token\"}"
       },
       {
         "name": "a user token in the apikey slot is not treated as the service key",
         "passed": true,
-        "notes": "status 401: {\"error\":\"Invalid credentials\"}"
+        "notes": "status 401: {\"error\":\"missing authorization header\"}"
       },
       {
         "name": "implementation uses @supabase/server",
-        "passed": true,
-        "notes": "imports @supabase/server / withSupabase"
+        "passed": false,
+        "notes": "hand-rolled (raw supabase-js or other) — this eval requires @supabase/server"
       }
     ],
     "skills": {
@@ -22291,139 +23070,11 @@
       "loaded": []
     },
     "docs": {
-      "calls": [
-        {
-          "source": "search_docs",
-          "query": "{searchDocs(query: \"edge function verify JWT get user from access token service role bypass RLS\") {nodes {title href content}}}",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/why-is-my-service-role-key-client-getting-rls-errors-or-not-returning-data-7_1K9z",
-              "title": "Why is my service role key client getting RLS errors or not returning data?"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-headers",
-              "title": "Authorization headers"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/error-codes",
-              "title": "Error codes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/storage/security/access-control",
-              "title": "Storage Access Control"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/api/custom-claims-and-role-based-access-control-rbac",
-              "title": "Custom Claims & Role-based Access Control (RBAC)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-functions",
-              "title": "Self-Hosted Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/postgres/row-level-security",
-              "title": "Row Level Security"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/oauth-server/token-security",
-              "title": "Token Security and Row Level Security"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/third-party/clerk",
-              "title": "Clerk"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/resources/glossary",
-              "title": "Glossary"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/auth-mfa",
-              "title": "Multi-Factor Authentication"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/function-configuration",
-              "title": "Function Configuration"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/auth-anonymous",
-              "title": "Anonymous Sign-Ins"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth-legacy-jwt",
-              "title": "Integrating With Supabase Auth"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/jwts",
-              "title": "JSON Web Token (JWT)"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/api/securing-your-api",
-              "title": "Securing your API"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/auth",
-              "title": "Securing Edge Functions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/storage/buckets/fundamentals",
-              "title": "Storage Buckets"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/users",
-              "title": "Users"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/jwt-fields",
-              "title": "JWT Claims Reference"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/javascript/auth-getclaims"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/swift/auth-getclaims",
-              "title": "getClaims()"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/ai/rag-with-permissions",
-              "title": "RAG with Permissions"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/functions/status-codes",
-              "title": "Status codes"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/auth/oauth-server/getting-started",
-              "title": "Getting Started with OAuth 2.1 Server"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/troubleshooting/why-is-my-select-returning-an-empty-data-array-and-i-have-data-in-the-table-xvOPgx",
-              "title": "Why is my select returning an empty data array and I have data in the table?"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/storage/security/ownership",
-              "title": "Ownership"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/swift/auth-getuser",
-              "title": "user()"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/database/database-advisors?queryGroups=lint&lint=0012_auth_allow_anonymous_sign_ins",
-              "title": "Database Advisor: Lint 0012_auth_allow_anonymous_sign_ins"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/platform/sso/multiple-providers",
-              "title": "Multiple SSO Providers"
-            }
-          ],
-          "resultChars": 271984
-        }
-      ]
+      "calls": []
     },
     "prompt": "Build and serve a Supabase Edge Function named `user-stats` for this project,\nreachable over HTTP at `/functions/v1/user-stats`.\n\nOur product stores per-user metrics in the existing `user_stats` table.\n\nTwo very different callers need to hit this one endpoint:\n\n1. **Our mobile app**, acting for a signed-in user. It sends that user's\n   Supabase access token. The endpoint should return the user's own stats.\n\n2. **Our internal billing service**, a trusted backend with no signed-in user.\n   It authenticates with the project's secret (service-role) key in the `apikey`\n   header, and names the target user with a `user_id` in the JSON request body.\n   It needs that user's stats.\n\nReturn the matching rows as JSON. The endpoint must be secure: only ever serve\nstats to a caller that is genuinely entitled to them, and turn away callers that\nare not.",
     "promptSourcePath": "evals/build-functions-005-dual-auth-user-secret/PROMPT.md",
-    "attempts": 1,
+    "attempts": 2,
     "sourcePath": "opencode-kimi-k3-no-skills/build-functions-005-dual-auth-user-secret.json"
   },
   {
@@ -22558,7 +23209,7 @@
       {
         "name": "user A lists only own files",
         "passed": true,
-        "notes": "saw: 019fdc8d-4da9-7774-82e4-97e7592afbcb/receipt-alpha.pdf, 019fdc8d-4da9-7774-82e4-97e7592afbcb/receipt-beta.pdf"
+        "notes": "saw: 01a03a86-0332-777f-b281-b8aed19cca80/receipt-alpha.pdf, 01a03a86-0332-777f-b281-b8aed19cca80/receipt-beta.pdf"
       },
       {
         "name": "user B cannot read user A files",
@@ -22579,7 +23230,7 @@
       {
         "name": "configured private per-user storage access",
         "passed": true,
-        "judgeNotes": "Meets the rubric: creates a private user-files bucket, adds authenticated owner-scoped SELECT and INSERT policies on storage.objects using the user-id path segment, does not disable RLS or use public access, and provides supabase-js createSignedUrl code with an expiry."
+        "judgeNotes": "Creates a private bucket, authenticated owner-scoped SELECT/INSERT policies (plus UPDATE/DELETE), preserves RLS, and uses createSignedUrl with a one-hour expiry."
       }
     ],
     "skills": {
@@ -22618,17 +23269,17 @@
       {
         "name": "pgTAP test file(s) written under supabase/tests/",
         "passed": true,
-        "notes": "1 file(s): supabase/tests/tenant_isolation.sql"
+        "notes": "1 file(s): supabase/tests/rls_tenant_isolation.sql"
       },
       {
         "name": "pgTAP isolation tests ran and pass",
         "passed": true,
-        "notes": "10 passed, 2 failed"
+        "notes": "9 passed, 4 failed"
       },
       {
         "name": "agent correctly identifies the posts isolation bug from test results",
         "passed": true,
-        "judgeNotes": "The agent correctly identifies `posts` as the broken tenant isolation policy, explains that authenticated members can read posts from organizations they do not belong to, and grounds the conclusion in pgTAP failures. It also correctly notes `notes` is isolated and treats the test results as authoritative."
+        "judgeNotes": "Correctly identifies the `posts` policy as allowing cross-organization reads and grounds the conclusion in the pgTAP failure where Alice reads org B's post."
       }
     ],
     "skills": {
@@ -22727,7 +23378,7 @@
     ],
     "suite": "benchmark",
     "interface": "cli",
-    "passed": true,
+    "passed": false,
     "checks": [
       {
         "name": "preserved existing app scrape job",
@@ -22735,13 +23386,13 @@
       },
       {
         "name": "configured the Supabase Metrics API scrape correctly",
-        "passed": true,
-        "judgeNotes": "Meets all requirements: app scrape preserved, Supabase HTTPS metrics endpoint configured with Basic Auth password_file, project target present, and docker-compose mounts the secrets directory containing the password file."
+        "passed": false,
+        "judgeNotes": "Uses hardcoded basic_auth.password placeholder instead of password_file, and docker-compose.yml does not mount the required password file or Compose secret."
       },
       {
         "name": "documented live deployment and verification steps",
-        "passed": true,
-        "judgeNotes": "README includes correct live setup steps: create/copy a Supabase Secret API key, write it to the mounted secret file matching prometheus.yml, restart/recreate or reload the Compose stack, and verify via Prometheus targets and PromQL/Grafana. Endpoint/auth and secret setup are consistent, with no hardcoded real secret."
+        "passed": false,
+        "judgeNotes": "README creates a Secret API key and includes reload/restart plus verification, but it instructs pasting the key directly into prometheus.yml. No matching secret file or Compose secret setup is provided, so the required secret setup is missing."
       }
     ],
     "skills": {
@@ -22752,47 +23403,27 @@
       "calls": [
         {
           "source": "search_docs",
-          "query": "{ searchDocs(query: \"metrics endpoint prometheus scrape hosted project observability\", limit: 5) { nodes { title href content } } }",
+          "query": "{\n  searchDocs(query: \"metrics endpoint prometheus scrape supabase project metrics\", limit: 5) {\n    nodes {\n      title\n      href\n      content\n    }\n  }\n}",
           "hasContent": true,
           "pages": [
             {
               "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics",
               "title": "Metrics API"
             },
-            {
-              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
-              "title": "Vendor-agnostic Metrics API setup"
-            },
             {
               "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-self-hosted",
               "title": "Metrics API with Prometheus & Grafana (self-hosted)"
             },
+            {
+              "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/vendor-agnostic",
+              "title": "Vendor-agnostic Metrics API setup"
+            },
             {
               "url": "https://supabase.com/docs/guides/monitoring-and-debugging/metrics/grafana-cloud",
               "title": "Metrics API with Grafana Cloud"
             }
           ],
           "resultChars": 19334
-        },
-        {
-          "source": "search_docs",
-          "query": "{ searchDocs(query: \"management api create project api key secret sb_secret\", limit: 3) { nodes { title href content } } }",
-          "hasContent": true,
-          "pages": [
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-kotlin",
-              "title": "Build a Product Management Android App with Jetpack Compose"
-            },
-            {
-              "url": "https://supabase.com/docs/reference/api/v1-create-project-api-key",
-              "title": "Creates a new API key for the project"
-            },
-            {
-              "url": "https://supabase.com/docs/guides/getting-started/migrating-to-new-api-keys",
-              "title": "Migrating to publishable and secret API keys"
-            }
-          ],
-          "resultChars": 63685
         }
       ]
     },
@@ -22833,7 +23464,7 @@
       {
         "name": "the weather function reads WEATHER_API_KEY from the environment",
         "passed": true,
-        "judgeNotes": "The function reads WEATHER_API_KEY from the runtime environment using Deno.env.get(\"WEATHER_API_KEY\")."
+        "judgeNotes": "Reads WEATHER_API_KEY from the runtime environment using Deno.env.get(\"WEATHER_API_KEY\")."
       },
       {
         "name": "WEATHER_API_KEY value is not committed to the repo",
@@ -22896,7 +23527,36 @@
       "loaded": []
     },
     "docs": {
-      "calls": []
+      "calls": [
+        {
+          "source": "search_docs",
+          "query": "{ searchDocs(query: \"self-hosting with docker compose generate secrets JWT API keys\", limit: 5) { nodes { title href content } } }",
+          "hasContent": true,
+          "pages": [
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-auth-keys",
+              "title": "New API Keys and Asymmetric Authentication"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/docker",
+              "title": "Self-Hosting with Docker"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-oauth",
+              "title": "Configure Social Login (OAuth) Providers"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/getting-started/tutorials/with-kotlin",
+              "title": "Build a Product Management Android App with Jetpack Compose"
+            },
+            {
+              "url": "https://supabase.com/docs/guides/self-hosting/self-hosted-s3",
+              "title": "Configure S3 Storage"
+            }
+          ],
+          "resultChars": 129914
+        }
+      ]
     },
     "prompt": "I'm moving off the hosted Supabase and running the whole thing myself on a VPS I\njust spun up. Can you get a Docker setup ready for me to copy onto the box?\n\nI don't need it running here, I'll do the actual bring-up once I'm on the\nserver. I just want everything in place and the secrets set up. Put it in a `supabase-docker/`\nfolder at the repo root so I can scp the whole thing across in one go.",
     "promptSourcePath": "evals/deploy-self-hosting-001-docker-compose/PROMPT.md",
@@ -22952,7 +23612,7 @@
       {
         "name": "diagnosed and explained session revocation",
         "passed": true,
-        "judgeNotes": "The answer identifies the soft-delete-only root cause, implements real auth/session/refresh-token revocation by deleting sessions and auth user, hardens RLS to close the data API stale-JWT window, and explains the remaining stateless JWT validity caveat consistently. It also correctly distinguishes publishable frontend keys with RLS from secret server-only keys that bypass RLS."
+        "judgeNotes": "Correctly diagnoses the soft-delete bug, implements auth-user deletion with session/refresh-token revocation, closes stale-JWT Data API access via RLS, explains local JWT validity until expiry, and accurately distinguishes publishable versus secret keys."
       }
     ],
     "skills": {
@@ -23012,7 +23672,7 @@
       {
         "name": "diagnosed missing publication membership",
         "passed": true,
-        "judgeNotes": "Identifies orders missing from supabase_realtime publication as root cause despite SUBSCRIBED status, applies ALTER PUBLICATION supabase_realtime ADD TABLE public.orders, verifies existing courier_locations remains, and does not weaken RLS/policies or blame client/networking."
+        "judgeNotes": "Correctly identified orders missing from supabase_realtime, added only public.orders to the existing publication, and preserved RLS, policies, and courier_locations."
       }
     ],
     "skills": {
@@ -23045,22 +23705,22 @@
     ],
     "suite": "benchmark",
     "interface": "mcp",
-    "passed": true,
+    "passed": false,
     "checks": [
       {
         "name": "identified image-transform and the recurring 503 pattern",
         "passed": true,
-        "judgeNotes": "The assistant clearly identified image-transform as the affected function and described the recurring pattern of 8 HTTP 503 gateway responses on 2026-04-28 between 07:00Z and 12:00Z, while correctly distinguishing unrelated old billing-webhook 503s."
+        "judgeNotes": "Identified image-transform and the recurring eight HTTP 503 gateway failures from 07:00Z–12:00Z on 2026-04-28."
       },
       {
         "name": "attributed recurring 503s to gateway/platform layer, not function code",
-        "passed": true,
-        "judgeNotes": "Attributes the 503s to the gateway/edge platform layer, not function code, and grounds this in valid evidence: gateway-only 503s with no failed function invocations, successful nearby executions on same deployment/version, and distinction from a function-level avatar-upload 500."
+        "passed": false,
+        "judgeNotes": "Correctly attributes the 503s to the gateway/platform and cites missing function invocations, but recommends redeploying and modifying the function dependency as remediation, which is an explicit fail condition."
       },
       {
         "name": "recommended a concrete next step",
         "passed": true,
-        "judgeNotes": "The assistant recommended concrete next steps, including opening a Supabase support ticket with project ref, request IDs, and time window, checking platform incident/status, adding retries, and setting up alerting."
+        "judgeNotes": "Provides multiple concrete actions, including redeployment, dependency pinning, retries, alerting, and escalation with specific gateway request IDs and the UTC time window."
       }
     ],
     "skills": {
@@ -23125,7 +23785,7 @@
       {
         "name": "diagnosed RLS and added owner-scoped policies",
         "passed": true,
-        "judgeNotes": "The assistant correctly diagnosed RLS enabled with no policies causing deny-all Data API results, kept RLS enabled, and created authenticated SELECT and INSERT policies scoped to auth.uid() = user_id using USING and WITH CHECK."
+        "judgeNotes": "Correctly diagnosed deny-all RLS with no policies, kept RLS enabled, and added authenticated-only owner-scoped SELECT (USING user_id = auth.uid()) and INSERT (WITH CHECK user_id = auth.uid()) policies."
       }
     ],
     "skills": {
@@ -23183,7 +23843,7 @@
       {
         "name": "the avatar migration and history reconciliation were done via the Supabase CLI",
         "passed": true,
-        "judgeNotes": "Avatar_url was applied through `supabase db push` in #17, which shows `Applying migration 20240220000000_add_avatar_url.sql...` and `Finished supabase db push.` The orphan bio migration was reconciled by adding the missing local migration file `20240115000000_add_profile_bio.sql` in #15, after which Supabase CLI migration list showed local and remote aligned. No prohibited workaround or direct mutation was used."
+        "judgeNotes": "`supabase db push` (#17) applied `20240220000000_add_avatar_url.sql` and finished successfully. The orphan history was reconciled by adding the matching local `20240115000000_add_profile_bio.sql` file (#15), after which `supabase migration list` aligned and the successful push proceeded. The `psql` commands were read-only inspections; no prohibited workaround was used."
       }
     ],
     "skills": {
@@ -23234,7 +23894,7 @@
       {
         "name": "query plan uses an index and avoids sequential scan",
         "passed": true,
-        "notes": "Limit  (cost=79.74..79.86 rows=50 width=58)\n  ->  Sort  (cost=79.74..79.99 rows=100 width=58)\n        Sort Key: created_at DESC\n        ->  Bitmap Heap Scan on events  (cost=5.06..76.42 rows=100 width=58)\n              Recheck Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)\n              ->  Bitmap Index Scan on idx_events_user_created_at  (cost=0.00..5.03 rows=100 width=0)\n                    Index Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)"
+        "notes": "Limit  (cost=79.74..79.86 rows=50 width=58)\n  ->  Sort  (cost=79.74..79.99 rows=100 width=58)\n        Sort Key: created_at DESC\n        ->  Bitmap Heap Scan on events  (cost=5.06..76.42 rows=100 width=58)\n              Recheck Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)\n              ->  Bitmap Index Scan on idx_events_user_id_created_at  (cost=0.00..5.03 rows=100 width=0)\n                    Index Cond: (user_id = '00000000-0000-0000-0000-000000000001'::uuid)"
       },
       {
         "name": "inserts still work",