diff --git a/internal/rules/policies_test.go b/internal/rules/policies_test.go
index 65af6c0a..756e249c 100644
--- a/internal/rules/policies_test.go
+++ b/internal/rules/policies_test.go
@@ -1986,6 +1986,21 @@ def fetch_data(x: str) -> dict:
     return {}
 `,
 		toolConfig: nil, wantFires: false},
+	{name: "AG2-019 fires on a generic tool name", ruleID: "AG2-019", kind: models.KindAutoGenTool, src: `
+def process(payload: str) -> str:
+    """Handle an incoming payload and return the result of handling it."""
+    return payload
+`, wantFires: true},
+	{name: "AG2-019 silent on a verb-object tool name", ruleID: "AG2-019", kind: models.KindAutoGenTool, src: `
+def summarize_invoice(invoice_id: str) -> str:
+    """Summarize one invoice by its identifier and return the summary text."""
+    return invoice_id
+`, wantFires: false},
+	{name: "AG2-019 silent on a name merely containing a listed word", ruleID: "AG2-019", kind: models.KindAutoGenTool, src: `
+def process_invoice_batch(batch_id: str) -> str:
+    """Process one batch of invoices and return a per-invoice result summary."""
+    return batch_id
+`, wantFires: false},
 }
 
 // policyRepoRuleCases covers repo-scoped rules.
@@ -2246,7 +2261,6 @@ var policyRepoRuleCases = []policyRepoCase{
 		},
 		models.RepoInventory{SDKsDetected: []models.SDK{models.SDKOpenAIAgents}},
 		false},
-
 }
 
 // optionsWithPermissionMode builds a ClaudeAgentOptionsDef whose captured
diff --git a/testdata/rules-fixture/autogen/tool_definition.yaml b/testdata/rules-fixture/autogen/tool_definition.yaml
index 7c64aca7..36289eaf 100644
--- a/testdata/rules-fixture/autogen/tool_definition.yaml
+++ b/testdata/rules-fixture/autogen/tool_definition.yaml
@@ -54,3 +54,34 @@ rules:
       Annotate every parameter with a concrete type (str, int, list[str], a
       typing.Annotated description, etc.). AutoGen propagates these annotations into
       the schema the model sees, so the model emits correctly-shaped arguments.
+
+  - id: AG2-019
+    title: Ambiguous AutoGen tool name
+    severity: low
+    confidence: 0.9
+    language: python
+    applies_to:
+      - autogen_tool
+    scope: tool
+    match:
+      name_in:
+        - process
+        - handle
+        - run
+        - do
+        - execute
+        - perform
+        - work
+        - go
+        - thing
+        - stuff
+    explanation: >
+      The tool name is a generic verb that says nothing about what the tool
+      acts on. The name sits directly beside the description in what the model
+      sees, so it is half the selection signal, and a name like process or
+      handle spends that half on nothing — the model either calls the tool for
+      the wrong job or passes over it entirely. Each wrong pick costs a full round of the conversation — propose, execute, reply — so an ambiguous name spends the AG2-004 max_round budget rather than the chat reaching an answer.
+    fix: >
+      Rename to a verb-object form that names the thing acted on:
+      summarize_invoice, refund_charge, fetch_order_status. Keep the
+      description for the detail and let the name carry the subject.