From f3d1fc87f74ccbcf7fbcb964d0ec28ffcccd5736 Mon Sep 17 00:00:00 2001
From: Alex Derzhi <5882439+alexderz@users.noreply.github.com>
Date: Thu, 22 Oct 2026 19:49:25 -0500
Subject: [PATCH] Site: history to 2026-10-22, test 8 agent pieces,
 show-don't-tell pass

- site/data/history.json: timeline, findings, tests 4/7/8, runs, A/B rows and pick updates mined from the private
  bake-off for 2026-10-07 on; build_data.py merges it. The lab notebook (stopped at 10-15) is gone.
- oneshots/agent-{pagoda,orrery}: test 8 grades, the agent's final file and offline frames; played in the same
  sandboxed viewer. A one-shot -> agent chart pairs each model's scores.
- Fable 5.1 cut the page's visible text by 64 % (9,906 -> 3,540 words): charts and numbers lead, details fold away.
---
 README.md                                     |    8 +-
 oneshots/README.md                            |    9 +-
 oneshots/agent-orrery/grades.tsv              |   11 +
 .../t8-orrery-abl15-r1/frames/frame-100.webp  |  Bin 0 -> 47068 bytes
 .../t8-orrery-abl15-r1/frames/frame-2000.webp |  Bin 0 -> 46980 bytes
 .../t8-orrery-abl15-r1/frames/frame-6000.webp |  Bin 0 -> 46932 bytes
 .../t8-orrery-abl15-r1/orrery.svg             |   14 +
 .../frames/frame-100.webp                     |  Bin 0 -> 26412 bytes
 .../frames/frame-2000.webp                    |  Bin 0 -> 26668 bytes
 .../frames/frame-6000.webp                    |  Bin 0 -> 26522 bytes
 .../t8-orrery-coder390-r1/orrery.svg          |  193 +
 .../frames/frame-100.webp                     |  Bin 0 -> 34186 bytes
 .../frames/frame-2000.webp                    |  Bin 0 -> 34052 bytes
 .../frames/frame-6000.webp                    |  Bin 0 -> 34036 bytes
 .../t8-orrery-cybertiel-r1/orrery.svg         |  544 ++
 .../frames/frame-100.webp                     |  Bin 0 -> 118534 bytes
 .../frames/frame-2000.webp                    |  Bin 0 -> 116630 bytes
 .../frames/frame-6000.webp                    |  Bin 0 -> 116132 bytes
 .../t8-orrery-heretic2-r1/orrery.svg          |  241 +
 .../frames/frame-100.webp                     |  Bin 0 -> 40688 bytes
 .../frames/frame-2000.webp                    |  Bin 0 -> 40864 bytes
 .../frames/frame-6000.webp                    |  Bin 0 -> 41052 bytes
 .../t8-orrery-orcarouter-r1/orrery.svg        |  200 +
 .../frames/frame-100.webp                     |  Bin 0 -> 133584 bytes
 .../frames/frame-2000.webp                    |  Bin 0 -> 134176 bytes
 .../frames/frame-6000.webp                    |  Bin 0 -> 133428 bytes
 .../t8-orrery-orcasaq2-r1/orrery.svg          |  448 ++
 .../frames/frame-100.webp                     |  Bin 0 -> 1868 bytes
 .../frames/frame-2000.webp                    |  Bin 0 -> 1868 bytes
 .../frames/frame-6000.webp                    |  Bin 0 -> 1868 bytes
 .../frames/frame-100.webp                     |  Bin 0 -> 80118 bytes
 .../frames/frame-2000.webp                    |  Bin 0 -> 80614 bytes
 .../frames/frame-6000.webp                    |  Bin 0 -> 80630 bytes
 .../t8-orrery-thinkcap-r1/orrery.svg          |  447 ++
 .../frames/frame-100.webp                     |  Bin 0 -> 41778 bytes
 .../frames/frame-2000.webp                    |  Bin 0 -> 41954 bytes
 .../frames/frame-6000.webp                    |  Bin 0 -> 42190 bytes
 .../t8-orrery-uncvllm-r1/orrery.svg           |  425 ++
 oneshots/agent-pagoda/grades.tsv              |   14 +
 .../frames/frame-10000.webp                   |  Bin 0 -> 40174 bytes
 .../t8-pagoda-abl15-r1/frames/frame-1500.webp |  Bin 0 -> 39130 bytes
 .../t8-pagoda-abl15-r1/frames/frame-5000.webp |  Bin 0 -> 39264 bytes
 .../agent-pagoda/t8-pagoda-abl15-r1/page.html |  218 +
 .../frames/frame-10000.webp                   |  Bin 0 -> 26924 bytes
 .../frames/frame-1500.webp                    |  Bin 0 -> 29438 bytes
 .../frames/frame-5000.webp                    |  Bin 0 -> 31832 bytes
 .../t8-pagoda-coder390-r1/page.html           |  277 +
 .../frames/frame-10000.webp                   |  Bin 0 -> 17186 bytes
 .../frames/frame-1500.webp                    |  Bin 0 -> 17394 bytes
 .../frames/frame-5000.webp                    |  Bin 0 -> 17164 bytes
 .../t8-pagoda-cybertiel-r1/page.html          |  432 ++
 .../frames/frame-10000.webp                   |  Bin 0 -> 39860 bytes
 .../frames/frame-1500.webp                    |  Bin 0 -> 33370 bytes
 .../frames/frame-5000.webp                    |  Bin 0 -> 36250 bytes
 .../t8-pagoda-gyro-s-mtp-r2/page.html         |  440 ++
 .../frames/frame-10000.webp                   |  Bin 0 -> 42090 bytes
 .../frames/frame-1500.webp                    |  Bin 0 -> 40550 bytes
 .../frames/frame-5000.webp                    |  Bin 0 -> 41512 bytes
 .../t8-pagoda-heretic2-r1/page.html           |  305 ++
 .../frames/frame-10000.webp                   |  Bin 0 -> 39070 bytes
 .../frames/frame-1500.webp                    |  Bin 0 -> 37422 bytes
 .../frames/frame-5000.webp                    |  Bin 0 -> 38148 bytes
 .../t8-pagoda-orcarouter-r1/page.html         |  281 +
 .../frames/frame-10000.webp                   |  Bin 0 -> 23910 bytes
 .../frames/frame-1500.webp                    |  Bin 0 -> 28396 bytes
 .../frames/frame-5000.webp                    |  Bin 0 -> 25926 bytes
 .../t8-pagoda-orcasaq2-r1/page.html           |  352 ++
 .../frames/frame-10000.webp                   |  Bin 0 -> 25626 bytes
 .../frames/frame-1500.webp                    |  Bin 0 -> 28932 bytes
 .../frames/frame-5000.webp                    |  Bin 0 -> 25970 bytes
 .../t8-pagoda-q38cyber-r1/page.html           |  250 +
 .../frames/frame-10000.webp                   |  Bin 0 -> 21368 bytes
 .../frames/frame-1500.webp                    |  Bin 0 -> 26650 bytes
 .../frames/frame-5000.webp                    |  Bin 0 -> 24948 bytes
 .../t8-pagoda-q38cyberq5-r1/page.html         |  294 ++
 .../frames/frame-10000.webp                   |  Bin 0 -> 56646 bytes
 .../frames/frame-1500.webp                    |  Bin 0 -> 56534 bytes
 .../frames/frame-5000.webp                    |  Bin 0 -> 58586 bytes
 .../t8-pagoda-thinkcap-r1/page.html           |  258 +
 .../t8-pagoda-tiel-r1/frames/frame-10000.webp |  Bin 0 -> 11562 bytes
 .../t8-pagoda-tiel-r1/frames/frame-1500.webp  |  Bin 0 -> 11734 bytes
 .../t8-pagoda-tiel-r1/frames/frame-5000.webp  |  Bin 0 -> 12488 bytes
 .../agent-pagoda/t8-pagoda-tiel-r1/page.html  |  350 ++
 .../frames/frame-10000.webp                   |  Bin 0 -> 18656 bytes
 .../frames/frame-1500.webp                    |  Bin 0 -> 19006 bytes
 .../frames/frame-5000.webp                    |  Bin 0 -> 16018 bytes
 .../t8-pagoda-uncvllm-r1/page.html            |  401 ++
 site/assets/app.js                            |  256 +-
 site/assets/charts.js                         |   44 +-
 site/assets/data.js                           |  114 +-
 site/assets/style.css                         |  163 +-
 site/assets/viewer.js                         |   16 +-
 site/data/README.md                           |   28 +-
 site/data/bakeoff.json                        | 4619 +++++++++++------
 site/data/curated.json                        |  105 +-
 site/data/history.json                        | 1334 +++++
 .../t8-orrery-abl15-r1/frame-100.webp         |  Bin 0 -> 47068 bytes
 .../t8-orrery-abl15-r1/frame-2000.webp        |  Bin 0 -> 46980 bytes
 .../t8-orrery-abl15-r1/frame-6000.webp        |  Bin 0 -> 46932 bytes
 .../t8-orrery-coder390-r1/frame-100.webp      |  Bin 0 -> 26412 bytes
 .../t8-orrery-coder390-r1/frame-2000.webp     |  Bin 0 -> 26668 bytes
 .../t8-orrery-coder390-r1/frame-6000.webp     |  Bin 0 -> 26522 bytes
 .../t8-orrery-cybertiel-r1/frame-100.webp     |  Bin 0 -> 34186 bytes
 .../t8-orrery-cybertiel-r1/frame-2000.webp    |  Bin 0 -> 34052 bytes
 .../t8-orrery-cybertiel-r1/frame-6000.webp    |  Bin 0 -> 34036 bytes
 .../t8-orrery-heretic2-r1/frame-100.webp      |  Bin 0 -> 118534 bytes
 .../t8-orrery-heretic2-r1/frame-2000.webp     |  Bin 0 -> 116630 bytes
 .../t8-orrery-heretic2-r1/frame-6000.webp     |  Bin 0 -> 116132 bytes
 .../t8-orrery-orcarouter-r1/frame-100.webp    |  Bin 0 -> 40688 bytes
 .../t8-orrery-orcarouter-r1/frame-2000.webp   |  Bin 0 -> 40864 bytes
 .../t8-orrery-orcarouter-r1/frame-6000.webp   |  Bin 0 -> 41052 bytes
 .../t8-orrery-orcasaq2-r1/frame-100.webp      |  Bin 0 -> 133584 bytes
 .../t8-orrery-orcasaq2-r1/frame-2000.webp     |  Bin 0 -> 134176 bytes
 .../t8-orrery-orcasaq2-r1/frame-6000.webp     |  Bin 0 -> 133428 bytes
 .../t8-orrery-q38cyberq5-r1/frame-100.webp    |  Bin 0 -> 1868 bytes
 .../t8-orrery-q38cyberq5-r1/frame-2000.webp   |  Bin 0 -> 1868 bytes
 .../t8-orrery-q38cyberq5-r1/frame-6000.webp   |  Bin 0 -> 1868 bytes
 .../t8-orrery-thinkcap-r1/frame-100.webp      |  Bin 0 -> 80118 bytes
 .../t8-orrery-thinkcap-r1/frame-2000.webp     |  Bin 0 -> 80614 bytes
 .../t8-orrery-thinkcap-r1/frame-6000.webp     |  Bin 0 -> 80630 bytes
 .../t8-orrery-uncvllm-r1/frame-100.webp       |  Bin 0 -> 41778 bytes
 .../t8-orrery-uncvllm-r1/frame-2000.webp      |  Bin 0 -> 41954 bytes
 .../t8-orrery-uncvllm-r1/frame-6000.webp      |  Bin 0 -> 42190 bytes
 .../t8-pagoda-abl15-r1/frame-10000.webp       |  Bin 0 -> 40174 bytes
 .../t8-pagoda-abl15-r1/frame-1500.webp        |  Bin 0 -> 39130 bytes
 .../t8-pagoda-abl15-r1/frame-5000.webp        |  Bin 0 -> 39264 bytes
 .../t8-pagoda-coder390-r1/frame-10000.webp    |  Bin 0 -> 26924 bytes
 .../t8-pagoda-coder390-r1/frame-1500.webp     |  Bin 0 -> 29438 bytes
 .../t8-pagoda-coder390-r1/frame-5000.webp     |  Bin 0 -> 31832 bytes
 .../t8-pagoda-cybertiel-r1/frame-10000.webp   |  Bin 0 -> 17186 bytes
 .../t8-pagoda-cybertiel-r1/frame-1500.webp    |  Bin 0 -> 17394 bytes
 .../t8-pagoda-cybertiel-r1/frame-5000.webp    |  Bin 0 -> 17164 bytes
 .../t8-pagoda-gyro-s-mtp-r2/frame-10000.webp  |  Bin 0 -> 39860 bytes
 .../t8-pagoda-gyro-s-mtp-r2/frame-1500.webp   |  Bin 0 -> 33370 bytes
 .../t8-pagoda-gyro-s-mtp-r2/frame-5000.webp   |  Bin 0 -> 36250 bytes
 .../t8-pagoda-heretic2-r1/frame-10000.webp    |  Bin 0 -> 42090 bytes
 .../t8-pagoda-heretic2-r1/frame-1500.webp     |  Bin 0 -> 40550 bytes
 .../t8-pagoda-heretic2-r1/frame-5000.webp     |  Bin 0 -> 41512 bytes
 .../t8-pagoda-orcarouter-r1/frame-10000.webp  |  Bin 0 -> 39070 bytes
 .../t8-pagoda-orcarouter-r1/frame-1500.webp   |  Bin 0 -> 37422 bytes
 .../t8-pagoda-orcarouter-r1/frame-5000.webp   |  Bin 0 -> 38148 bytes
 .../t8-pagoda-orcasaq2-r1/frame-10000.webp    |  Bin 0 -> 23910 bytes
 .../t8-pagoda-orcasaq2-r1/frame-1500.webp     |  Bin 0 -> 28396 bytes
 .../t8-pagoda-orcasaq2-r1/frame-5000.webp     |  Bin 0 -> 25926 bytes
 .../t8-pagoda-q38cyber-r1/frame-10000.webp    |  Bin 0 -> 25626 bytes
 .../t8-pagoda-q38cyber-r1/frame-1500.webp     |  Bin 0 -> 28932 bytes
 .../t8-pagoda-q38cyber-r1/frame-5000.webp     |  Bin 0 -> 25970 bytes
 .../t8-pagoda-q38cyberq5-r1/frame-10000.webp  |  Bin 0 -> 21368 bytes
 .../t8-pagoda-q38cyberq5-r1/frame-1500.webp   |  Bin 0 -> 26650 bytes
 .../t8-pagoda-q38cyberq5-r1/frame-5000.webp   |  Bin 0 -> 24948 bytes
 .../t8-pagoda-thinkcap-r1/frame-10000.webp    |  Bin 0 -> 56646 bytes
 .../t8-pagoda-thinkcap-r1/frame-1500.webp     |  Bin 0 -> 56534 bytes
 .../t8-pagoda-thinkcap-r1/frame-5000.webp     |  Bin 0 -> 58586 bytes
 .../t8-pagoda-tiel-r1/frame-10000.webp        |  Bin 0 -> 11562 bytes
 .../t8-pagoda-tiel-r1/frame-1500.webp         |  Bin 0 -> 11734 bytes
 .../t8-pagoda-tiel-r1/frame-5000.webp         |  Bin 0 -> 12488 bytes
 .../t8-pagoda-uncvllm-r1/frame-10000.webp     |  Bin 0 -> 18656 bytes
 .../t8-pagoda-uncvllm-r1/frame-1500.webp      |  Bin 0 -> 19006 bytes
 .../t8-pagoda-uncvllm-r1/frame-5000.webp      |  Bin 0 -> 16018 bytes
 site/index.html                               |   57 +-
 .../t8-orrery-abl15-r1/orrery.svg             |   14 +
 .../t8-orrery-coder390-r1/orrery.svg          |  193 +
 .../t8-orrery-cybertiel-r1/orrery.svg         |  544 ++
 .../t8-orrery-heretic2-r1/orrery.svg          |  241 +
 .../t8-orrery-orcarouter-r1/orrery.svg        |  200 +
 .../t8-orrery-orcasaq2-r1/orrery.svg          |  448 ++
 .../t8-orrery-thinkcap-r1/orrery.svg          |  447 ++
 .../t8-orrery-uncvllm-r1/orrery.svg           |  425 ++
 .../agent-pagoda/t8-pagoda-abl15-r1/page.html |  218 +
 .../t8-pagoda-coder390-r1/page.html           |  277 +
 .../t8-pagoda-cybertiel-r1/page.html          |  432 ++
 .../t8-pagoda-gyro-s-mtp-r2/page.html         |  440 ++
 .../t8-pagoda-heretic2-r1/page.html           |  305 ++
 .../t8-pagoda-orcarouter-r1/page.html         |  281 +
 .../t8-pagoda-orcasaq2-r1/page.html           |  352 ++
 .../t8-pagoda-q38cyber-r1/page.html           |  250 +
 .../t8-pagoda-q38cyberq5-r1/page.html         |  294 ++
 .../t8-pagoda-thinkcap-r1/page.html           |  258 +
 .../agent-pagoda/t8-pagoda-tiel-r1/page.html  |  350 ++
 .../t8-pagoda-uncvllm-r1/page.html            |  401 ++
 site/tools/build_data.py                      |   38 +-
 site/tools/check_site.mjs                     |   49 +-
 site/tools/render_smoke.sh                    |   12 +
 183 files changed, 17701 insertions(+), 1916 deletions(-)
 create mode 100644 oneshots/agent-orrery/grades.tsv
 create mode 100644 oneshots/agent-orrery/t8-orrery-abl15-r1/frames/frame-100.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-abl15-r1/frames/frame-2000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-abl15-r1/frames/frame-6000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-abl15-r1/orrery.svg
 create mode 100644 oneshots/agent-orrery/t8-orrery-coder390-r1/frames/frame-100.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-coder390-r1/frames/frame-2000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-coder390-r1/frames/frame-6000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-coder390-r1/orrery.svg
 create mode 100644 oneshots/agent-orrery/t8-orrery-cybertiel-r1/frames/frame-100.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-cybertiel-r1/frames/frame-2000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-cybertiel-r1/frames/frame-6000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-cybertiel-r1/orrery.svg
 create mode 100644 oneshots/agent-orrery/t8-orrery-heretic2-r1/frames/frame-100.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-heretic2-r1/frames/frame-2000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-heretic2-r1/frames/frame-6000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-heretic2-r1/orrery.svg
 create mode 100644 oneshots/agent-orrery/t8-orrery-orcarouter-r1/frames/frame-100.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-orcarouter-r1/frames/frame-2000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-orcarouter-r1/frames/frame-6000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-orcarouter-r1/orrery.svg
 create mode 100644 oneshots/agent-orrery/t8-orrery-orcasaq2-r1/frames/frame-100.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-orcasaq2-r1/frames/frame-2000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-orcasaq2-r1/frames/frame-6000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-orcasaq2-r1/orrery.svg
 create mode 100644 oneshots/agent-orrery/t8-orrery-q38cyberq5-r1/frames/frame-100.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-q38cyberq5-r1/frames/frame-2000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-q38cyberq5-r1/frames/frame-6000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-thinkcap-r1/frames/frame-100.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-thinkcap-r1/frames/frame-2000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-thinkcap-r1/frames/frame-6000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-thinkcap-r1/orrery.svg
 create mode 100644 oneshots/agent-orrery/t8-orrery-uncvllm-r1/frames/frame-100.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-uncvllm-r1/frames/frame-2000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-uncvllm-r1/frames/frame-6000.webp
 create mode 100644 oneshots/agent-orrery/t8-orrery-uncvllm-r1/orrery.svg
 create mode 100644 oneshots/agent-pagoda/grades.tsv
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-abl15-r1/frames/frame-10000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-abl15-r1/frames/frame-1500.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-abl15-r1/frames/frame-5000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-abl15-r1/page.html
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-coder390-r1/frames/frame-10000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-coder390-r1/frames/frame-1500.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-coder390-r1/frames/frame-5000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-coder390-r1/page.html
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-cybertiel-r1/frames/frame-10000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-cybertiel-r1/frames/frame-1500.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-cybertiel-r1/frames/frame-5000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-cybertiel-r1/page.html
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/frames/frame-10000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/frames/frame-1500.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/frames/frame-5000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/page.html
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-heretic2-r1/frames/frame-10000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-heretic2-r1/frames/frame-1500.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-heretic2-r1/frames/frame-5000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-heretic2-r1/page.html
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-orcarouter-r1/frames/frame-10000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-orcarouter-r1/frames/frame-1500.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-orcarouter-r1/frames/frame-5000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-orcarouter-r1/page.html
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-orcasaq2-r1/frames/frame-10000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-orcasaq2-r1/frames/frame-1500.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-orcasaq2-r1/frames/frame-5000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-orcasaq2-r1/page.html
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-q38cyber-r1/frames/frame-10000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-q38cyber-r1/frames/frame-1500.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-q38cyber-r1/frames/frame-5000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-q38cyber-r1/page.html
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-q38cyberq5-r1/frames/frame-10000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-q38cyberq5-r1/frames/frame-1500.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-q38cyberq5-r1/frames/frame-5000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-q38cyberq5-r1/page.html
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-thinkcap-r1/frames/frame-10000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-thinkcap-r1/frames/frame-1500.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-thinkcap-r1/frames/frame-5000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-thinkcap-r1/page.html
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-tiel-r1/frames/frame-10000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-tiel-r1/frames/frame-1500.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-tiel-r1/frames/frame-5000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-tiel-r1/page.html
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-uncvllm-r1/frames/frame-10000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-uncvllm-r1/frames/frame-1500.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-uncvllm-r1/frames/frame-5000.webp
 create mode 100644 oneshots/agent-pagoda/t8-pagoda-uncvllm-r1/page.html
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diff --git a/README.md b/README.md
index 41ab5fa..c9637d0 100644
--- a/README.md
+++ b/README.md
@@ -22,24 +22,26 @@ pointer, and new work lands here.
 
 ## The tests in one paragraph each
 
-- **Tests 1-4 and 7**: agentic coding against the Home Assistant REST API: a CLI, an MCP server
+- **Tests 1-4**: agentic coding against the Home Assistant REST API: a CLI, an MCP server
   built from a spec, using that server to answer questions about a recorded installation, and
   ticket-sized fixes in a Rust project. Agents run in a locked-down container (`harness/sandbox/`)
   that can reach only the model server and a replay of a recorded Home Assistant fixture
   (`harness/ha-replay.py`), never a live house.
+- **Test 7**: a seeded generator for a three-floor labyrinth, checked on unseen seeds.
 - **Test 5 (orrery) and test 6 (pagoda)**: one reply, no tools, to a single creative-coding prompt
   (`harness/suites/prompt-test5-orrery.txt`, `harness/suites/prompt-test6-pagoda.txt`), rendered
   offline and graded on a five-part rubric (`harness/suites/test5/README.md`,
   `harness/suites/test6/README.md`).
 - **Test 8**: the same two prompts given to an agent with a locked-down browser that can see its own
-  page. Its runs are evidence and are not published yet (see below).
+  page. The agent's final page, its rendered frames and the grades are in `oneshots/agent-pagoda/`
+  and `oneshots/agent-orrery/`; the transcripts and work directories are not published (see below).
 
 ## Not here yet
 
 Phase 1 publishes code, reports and the one-shot outputs only. These stay private until a further
 scrub review:
 
-- the test evidence: transcripts, work directories, per-case result sets and test 8 agent runs;
+- the test evidence: transcripts, work directories and per-case result sets, test 8 included;
 - the Home Assistant fixture, including its pseudonymized public version, and the test 3
   known-good exercise derived from it.
 
diff --git a/oneshots/README.md b/oneshots/README.md
index c18f47a..6c471a3 100644
--- a/oneshots/README.md
+++ b/oneshots/README.md
@@ -1,4 +1,4 @@
-# One-shot replies: orrery (test 5) and pagoda (test 6)
+# One-shot replies: orrery (test 5) and pagoda (test 6), and the same tasks as agent runs (test 8)
 
 **Everything under `orrery/*/` and `pagoda/*/` except the frames is model output.** Models wrote these
 SVG and HTML files in one reply, without tools, and nobody edited them. The operator read them and judged
@@ -12,6 +12,13 @@ the code safe to run, and the project site plays them (see below).
   page's external URLs). Opening one makes those requests and runs the model's script.
 - The frames (`*.webp`) were rendered offline, in a container with no network. Grades come from them.
 
+## Test 8: `agent-orrery/` and `agent-pagoda/`
+
+The same two prompts given to an agent with a sealed browser that can see its own page, a two-hour cap and the same
+rubrics. Each case has the file the agent left (`orrery.svg` or `page.html`, unedited), three frames rendered offline,
+and a row in that folder's `grades.tsv`. The operator judged these files safe to run too, and the site plays them the
+same way. The transcripts and work directories are not published.
+
 ## Layout
 
 ```
diff --git a/oneshots/agent-orrery/grades.tsv b/oneshots/agent-orrery/grades.tsv
new file mode 100644
index 0000000..f95b688
--- /dev/null
+++ b/oneshots/agent-orrery/grades.tsv
@@ -0,0 +1,11 @@
+# Test 8 grades (agent with a sealed browser; same rubric as tests 5/6), from the private bake-off grades.
+case	entry	cap	finish	tokens	wall_s	tok_s	A	B	C	D	E	total	note
+t8-orrery-uncvllm-r1	qwen3.8-27b-uncensored-vllm		agent done	68536.0	5153.6	13.3	2.0	2.0	2.0	2.0	2.0	10.0	Vision off; 22 browser calls, 2 screenshots, 5 compactions, 86 min. Six planets, Mercury to Saturn, at exact period ratios; ring gears and pinions mesh internally; the night side faces away from the sun while the surface turns.
+t8-orrery-orcasaq2-r1	lcpp6-orcasaq2-cyber-27b		agent done	302501.0	5467.9	55.3	1.0	2.0	2.0	1.0	2.0	8.0	Vision off; 35 browser calls, 7 screenshots, 16 compactions, 91 min. Six planets at exact ratios and everything animates, but plates cover the orbit circles and the gear train is hidden (D 1).
+t8-orrery-coder390-r1	lcpp6-q38-coder390		agent done	69964.0	1544.2	45.3	1.0	1.0	2.0	0.0	1.0	5.0	Vision off; 24 browser calls, 5 screenshots, 5 compactions, 26 min. The orbit groups rotate about the top-left corner (the animation replaces the translate), so the planets leave the frame; the gear rings have no visible teeth.
+t8-orrery-thinkcap-r1	lcpp6-thinkingcap-27b-heretic		time cap	185456.0	7200.1	25.8	2.0	2.0	2.0	1.0	1.0	8.0	Stopped at the 2 h cap and graded as left; 1 browser call, 1 compaction. Eight planets at exact ratios on brass ring gears; the gear train does not demonstrably drive the orbits (D 1); the night shade is fixed because planets do not spin (E 1).
+t8-orrery-q38cyberq5-r1	lcpp6-q38-27b-cyber-q5		time cap	192790.0	7200.1	26.8	0.0	0.0	0.0	0.0	0.0	0.0	Stopped at the 2 h cap with 16 compactions and no browser call; orrery.svg was a 0-byte file, so nothing rendered.
+t8-orrery-cybertiel-r1	cyber-tiel-coder-35b		agent done	92519.0	2199.6	42.1	2.0	2.0	2.0	0.0	2.0	8.0	Vision on; 58 browser calls, 16 screenshots, 37 min. Eight planets at exact ratios; orbits and spins animate; the gears are plain discs with no teeth (D 0).
+t8-orrery-heretic2-r1	lcpp6-flashnext-heretic2		agent done	44616.0	3179.0	14.0	1.0	2.0	2.0	1.0	1.0	7.0	Vision off; 5 browser calls, 53 min. Eight planets at exact ratios and the arms orbit, but the gear paths are drawn at the corner and cover the title, so no pair meshes (D 1); fixed crescent shade (E 1).
+t8-orrery-abl15-r1	lcpp6-flashnext-abliterated-s15		agent done	14879.0	1091.8	13.6	1.0	1.0	0.0	1.0	0.0	3.0	Vision off; 9 browser calls, 1 screenshot, 18 min. Planet gears pile up at the top-left corner and nothing orbits (C 0); the planets are flat discs with no night side (E 0).
+t8-orrery-orcarouter-r1	lcpp6-orcarouter-fn-uncensored		agent done	75472.0	5243.4	14.4	2.0	2.0	2.0	2.0	2.0	10.0	Vision off; 19 browser calls, 87 min. Eight planets at exact ratios; each arm's toothed pinion meshes with the sun gear and obeys the planetary-gear law; the night gradient faces away from the sun while the surface turns.
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diff --git a/oneshots/agent-orrery/t8-orrery-abl15-r1/frames/frame-2000.webp b/oneshots/agent-orrery/t8-orrery-abl15-r1/frames/frame-2000.webp
new file mode 100644
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diff --git a/oneshots/agent-orrery/t8-orrery-coder390-r1/frames/frame-6000.webp b/oneshots/agent-orrery/t8-orrery-coder390-r1/frames/frame-6000.webp
new file mode 100644
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diff --git a/oneshots/agent-orrery/t8-orrery-coder390-r1/orrery.svg b/oneshots/agent-orrery/t8-orrery-coder390-r1/orrery.svg
new file mode 100644
index 0000000..48f74f2
--- /dev/null
+++ b/oneshots/agent-orrery/t8-orrery-coder390-r1/orrery.svg
@@ -0,0 +1,193 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="1000" height="1000" viewBox="0 0 1000 1000">
+  <title>Brass clockwork orrery</title>
+  <desc>Six planets orbit a brass sun at true relative periods; each orbit is driven by a brass pinion meshing a fixed ring gear and a stepped sun arbor, and a day/night shadow sweeps each planet as it turns.</desc>
+  <defs>
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+    <g id="moonSys"><g><animateTransform attributeName="transform" type="rotate" from="0" to="360" dur="2.732s" repeatCount="indefinite"/><circle cx="20" cy="0" r="2.6" fill="#cfcabb" stroke="#6f6a5e" stroke-width="0.5"/></g></g>
+  </defs>
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new file mode 100644
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diff --git a/oneshots/agent-orrery/t8-orrery-heretic2-r1/orrery.svg b/oneshots/agent-orrery/t8-orrery-heretic2-r1/orrery.svg
new file mode 100644
index 0000000..a1a7e9e
--- /dev/null
+++ b/oneshots/agent-orrery/t8-orrery-heretic2-r1/orrery.svg
@@ -0,0 +1,241 @@
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+<title>A Brass Clockwork Orrery</title>
+<desc>An animated brass clockwork orrery. Each ring gear carries a planet and revolves around the sun with a period proportional to the planet's real orbital period (Mercury 88 d, Venus 225 d, Earth 365 d, Mars 687 d, Jupiter 4333 d, Saturn 10759 d, Uranus 30687 d, Neptune 60190 d), so the planets orbit at their true relative speeds. The toothed wheels visibly mesh and turn as they drive the rings, and the day-and-night shadow sweeps across each planet as it turns.</desc>
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diff --git a/oneshots/agent-orrery/t8-orrery-orcasaq2-r1/frames/frame-2000.webp b/oneshots/agent-orrery/t8-orrery-orcasaq2-r1/frames/frame-2000.webp
new file mode 100644
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diff --git a/oneshots/agent-orrery/t8-orrery-orcasaq2-r1/frames/frame-6000.webp b/oneshots/agent-orrery/t8-orrery-orcasaq2-r1/frames/frame-6000.webp
new file mode 100644
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new file mode 100644
index 0000000..c6f93a5
--- /dev/null
+++ b/oneshots/agent-orrery/t8-orrery-orcasaq2-r1/orrery.svg
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+<title>Brass Clockwork Orrery</title>
+<desc>An orrery of brass clockwork: the planets orbit the sun at their true relative speeds, driven by a meshing gear train; day and night shadows sweep across each turning planet.</desc>
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new file mode 100644
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new file mode 100644
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diff --git a/oneshots/agent-pagoda/grades.tsv b/oneshots/agent-pagoda/grades.tsv
new file mode 100644
index 0000000..3686b5b
--- /dev/null
+++ b/oneshots/agent-pagoda/grades.tsv
@@ -0,0 +1,14 @@
+# Test 8 grades (agent with a sealed browser; same rubric as tests 5/6), from the private bake-off grades.
+case	entry	cap	finish	tokens	wall_s	tok_s	A	B	C	D	E	total	note
+t8-pagoda-uncvllm-r1	qwen3.8-27b-uncensored-vllm		agent done	64192.0	5432.2	11.8	2.0	2.0	2.0	2.0	2.0	10.0	Vision off; 42 browser calls, 6 compactions, 90 min. Five cream and red storeys with raised eave blocks, stepped gold spire, stone platform, three cherry trees, pond with footbridge, red torii; orbit by code, petals, shadows.
+t8-pagoda-orcasaq2-r1	lcpp6-orcasaq2-cyber-27b		agent done	59423.0	1116.7	53.2	1.0	2.0	2.0	2.0	2.0	9.0	Vision off; 30 browser calls, 4 screenshots, 2 compactions, 19 min. Everything draws; the eave tips are detached stepped blocks that float apart from the roofs (A 1). Four cherry trees, pond, torii, lantern.
+t8-pagoda-coder390-r1	lcpp6-q38-coder390		agent done	30856.0	632.1	48.8	2.0	2.0	2.0	2.0	2.0	10.0	Vision off; 14 browser calls, 1 compaction, 11 min. Five storeys with raised double eave blocks, stepped gold spire, three trees, round pond, large torii. Title glyphs show as boxes (no CJK font in the renderer; not scored).
+t8-pagoda-thinkcap-r1	lcpp6-thinkingcap-27b-heretic		agent done	134514.0	6849.8	19.6	2.0	2.0	1.0	2.0	2.0	9.0	Vision off; 32 browser calls, 1 compaction, 114 min. Clean render, ringed red and gold spire; the eave upturns are single cubes level with the upper layer, so none visibly rises (C 1).
+t8-pagoda-q38cyber-r1	q38-27b-cyber		agent done	60672.0	1974.0	30.7	1.0	2.0	1.0	1.0	2.0	7.0	Vision off; 48 browser calls, 5 screenshots, 33 min. The camera sits too close: only storeys 2 to 4 are in frame, so the top storey and spire never show (C 1); the pond is buried under the platform (D 1).
+t8-pagoda-q38cyberq5-r1	lcpp6-q38-27b-cyber-q5		agent done	18525.0	675.6	27.4	1.0	2.0	0.0	2.0	2.0	7.0	Vision off; 25 browser calls, 1 screenshot, 1 compaction, 11 min. Dark sky and fog with the camera so close that blossom cubes block the view; no recognisable pagoda, the spire never shows (C 0).
+t8-pagoda-cybertiel-r1	cyber-tiel-coder-35b		agent done	124735.0	3140.6	39.7	2.0	1.0	1.0	2.0	2.0	8.0	Vision on; 75 browser calls, 6 screenshots, 52 min. The ground is a plane and the sky a sphere (B 1); the spire is a very long pole that runs out of frame (C 1); two cherry trees, one standing in the pond.
+t8-pagoda-heretic2-r1	lcpp6-flashnext-heretic2		agent done	18398.0	1548.0	11.9	1.0	2.0	1.0	1.0	2.0	7.0	Vision off; 11 browser calls, 26 min. The camera aspect is never updated, so the scene is stretched 1.6 times sideways (A 1); the spire is cut off at the top (C 1); the pond is out of frame (D 1).
+t8-pagoda-abl15-r1	lcpp6-flashnext-abliterated-s15		agent done	29039.0	3038.0	9.6	1.0	2.0	1.0	2.0	2.0	8.0	Vision off; 21 browser calls, 1 screenshot, 51 min. Wall cubes overlap the wood ring and z-fight (A 1); the camera cuts the spire off (C 1); platform, four cherry trees, pond and torii all visible.
+t8-pagoda-orcarouter-r1	lcpp6-orcarouter-fn-uncensored		agent done	47168.0	3787.8	12.4	2.0	2.0	1.0	2.0	2.0	9.0	Vision off; 27 browser calls, 2 screenshots, 63 min. Clean render; the gold spire runs out of the top of the frame (C 1); platform, five cherry trees, round pond, torii, two lanterns.
+t8-pagoda-tiel-r1	lcpp6-tiel-coder-35b-t06		agent done	66695.0	668.5	99.8	1.0	1.0	2.0	1.0	1.0	6.0	Vision off; 35 browser calls, 2 screenshots, 11 min. Every tree trunk is placed near the origin, so the canopies float and stubs poke out of the pagoda (A 1, D 1); the ground is a plane (B 1); no petal is ever visible (E 1).
+t8-pagoda-gyro-s-mtp-r2	strata020-gyro-s-mtp-test		agent done	82834.0	969.8	85.41	2.0	1.0	2.0	2.0	2.0	9.0	Vision off (the entry has no vision path); 54 browser calls, 0 screenshots, 0 compactions, 16 min. All frames render a complete scene; most parts are cubes but the roofs use half-height slabs (B 1); five storeys with upturned eaves and spire, stone platform, cherry trees, pond, torii; camera moves and petals fall.
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diff --git a/oneshots/agent-pagoda/t8-pagoda-abl15-r1/page.html b/oneshots/agent-pagoda/t8-pagoda-abl15-r1/page.html
new file mode 100644
index 0000000..79dcd15
--- /dev/null
+++ b/oneshots/agent-pagoda/t8-pagoda-abl15-r1/page.html
@@ -0,0 +1,218 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8">
+<title>Voxel Pagoda — Japanese Garden</title>
+<style>
+  html, body { margin:0; padding:0; height:100%; overflow:hidden; background:#c8e6f5; }
+  canvas { display:block; }
+</style>
+<script type="importmap">
+{ "imports": { "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js" } }
+</script>
+</head>
+<body>
+<script type="module">
+import * as THREE from 'three';
+
+const renderer = new THREE.WebGLRenderer({ antialias:true, preserveDrawingBuffer:true });
+renderer.setPixelRatio(Math.min(window.devicePixelRatio, 2));
+renderer.setSize(window.innerWidth, window.innerHeight);
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFSoftShadowMap;
+document.body.appendChild(renderer.domElement);
+
+const scene = new THREE.Scene();
+scene.background = new THREE.Color(0xcfe7f6);
+scene.fog = new THREE.Fog(0xcfe7f6, 70, 150);
+
+const hemi = new THREE.HemisphereLight(0xd8f0ff, 0x77a05a, 0.85);
+scene.add(hemi);
+
+const sun = new THREE.DirectionalLight(0xfff2d8, 3.1);
+sun.position.set(34, 48, 22);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+sun.shadow.camera.left = -48; sun.shadow.camera.right = 48;
+sun.shadow.camera.top = 48; sun.shadow.camera.bottom = -48;
+sun.shadow.camera.near = 1; sun.shadow.camera.far = 160;
+sun.shadow.bias = -0.0002;
+sun.shadow.normalBias = 0.8;
+try { sun.shadowIntensity = 0.75; } catch (e) {}
+scene.add(sun);
+
+const M = {
+  grass:  new THREE.MeshLambertMaterial({ color:0x6fae5f }),
+  grass2: new THREE.MeshLambertMaterial({ color:0x5f9e51 }),
+  stone:  new THREE.MeshLambertMaterial({ color:0x9aa0a6 }),
+  stone2: new THREE.MeshLambertMaterial({ color:0x84898f }),
+  wood:   new THREE.MeshLambertMaterial({ color:0x7a4a2b }),
+  woodD:  new THREE.MeshLambertMaterial({ color:0x5b3420 }),
+  wall:   new THREE.MeshLambertMaterial({ color:0xe8d3a4 }),
+  roof:   new THREE.MeshLambertMaterial({ color:0x3c4f6e }),
+  roofD:  new THREE.MeshLambertMaterial({ color:0x2c3a52 }),
+  gold:   new THREE.MeshLambertMaterial({ color:0xe8b53a, emissive:0x402e05 }),
+  red:    new THREE.MeshLambertMaterial({ color:0xc0392b }),
+  redD:   new THREE.MeshLambertMaterial({ color:0x96271b }),
+  pink:   new THREE.MeshLambertMaterial({ color:0xf2a2c3 }),
+  pinkL:  new THREE.MeshLambertMaterial({ color:0xfce0ec }),
+  water:  new THREE.MeshLambertMaterial({ color:0x4aa3d8 }),
+  lantern:new THREE.MeshLambertMaterial({ color:0xffd97a, emissive:0x8a6a1a })
+};
+
+const vox = new Map();
+function V(mat, x, y, z, sy = 1) {
+  let a = vox.get(mat);
+  if (!a) { a = []; vox.set(mat, a); }
+  a.push([x, y, z, sy]);
+}
+function box(mat, x0, x1, z0, z1, y, sy = 1) {
+  for (let x = x0; x <= x1; x++) for (let z = z0; z <= z1; z++) V(mat, x, y, z, sy);
+}
+function ring(mat, size, y, cx, cz, sy = 1) {
+  const h = (size - 1) / 2;
+  for (let x = -h; x <= h; x++) for (let z = -h; z <= h; z++) {
+    if (Math.abs(x) === h || Math.abs(z) === h) V(mat, cx + x, y, cz + z, sy);
+  }
+}
+
+for (let x = -26; x <= 26; x++) for (let z = -26; z <= 26; z++) {
+  V(((x + z) & 1) ? M.grass : M.grass2, x, 0.25, z, 0.5);
+}
+
+box(M.stone, -7, 7, -7, 7, 0.55, 1.1);
+box(M.stone2, -6, 6, -6, 6, 1.65, 1.1);
+box(M.stone, -5, 5, -5, 5, 2.75, 1.1);
+box(M.stone2, -3, 3, 6, 8, 0.55, 1.1);
+box(M.stone, -2, 2, 5.6, 5.6, 1.1, 1.1);
+box(M.stone2, -1, 1, 4.5, 4.5, 1.65, 1.1);
+
+const storyW = [9, 8, 7, 6, 5];
+let y = 3.3;
+for (let k = 0; k < 5; k++) {
+  const w = storyW[k];
+  box(M.wall, -(w-1)/2, (w-1)/2, -(w-1)/2, (w-1)/2, y + 0.6, 1.2);
+  box(M.wall, -(w-1)/2, (w-1)/2, -(w-1)/2, (w-1)/2, y + 1.8, 1.2);
+  if (k === 0) { V(M.woodD, 0, y + 0.6, 4.15, 1.2); V(M.woodD, 0, y + 1.8, 4.15, 1.2); }
+  ring(M.wood, w, y + 0.6, 0, 0, 2.4);
+  for (let t = 0; t < 3; t++) {
+    const s = w + 4 - t * 2;
+    ring(t % 2 ? M.roofD : M.roof, s, y + 2.4 + t * 0.7, 0, 0, 0.7);
+  }
+  const c = (w + 4) / 2 - 0.5;
+  for (const [dx, dz] of [[c,c],[-c,c],[c,-c],[-c,-c]]) V(M.roofD, dx, y + 3.4, dz, 0.7);
+  y += 4.4;
+}
+for (let i = 0; i < 5; i++) V(M.gold, 0, y + 0.5 + i, 0);
+for (const [dx, dz] of [[0.5,0.5],[-0.5,0.5],[0.5,-0.5],[-0.5,-0.5]]) V(M.gold, dx, y + 2, dz);
+V(M.gold, 0, y + 1.5, 0.5); V(M.gold, 0, y + 1.5, -0.5);
+V(M.gold, 0.5, y + 1.5, 0); V(M.gold, -0.5, y + 1.5, 0);
+V(M.gold, 0, y + 5.8, 0);
+
+function tree(cx, cz, h) {
+  for (let i = 0; i < h; i++) V(M.wood, cx, 0.8 + i, cz);
+  V(M.woodD, cx + 1, h - 1, cz, 0.6); V(M.woodD, cx - 1, h - 2, cz, 0.6);
+  const cy = h + 1;
+  const blob = [[0,0,0],[1,0,0],[-1,0,0],[0,0,1],[0,0,-1],[2,0,0],[-2,0,0],[0,0,2],[0,0,-2],
+    [0,1,0],[1,1,0],[-1,1,0],[0,1,1],[0,1,-1],[1,1,1],[-1,1,-1],[0,2,0],[1,2,0],[-1,2,0],[0,2,1],[0,2,-1],[0,3,0],[0,3,1],[1,3,0]];
+  for (const [dx,dy,dz] of blob) V((dx+dy+dz) % 2 ? M.pink : M.pinkL, cx+dx, cy+dy, cz+dz);
+}
+tree(11, 6, 6);
+tree(-12, -4, 7);
+tree(12, -10, 5);
+tree(-10, 11, 6);
+
+function pond(cx, cz, rx, rz) {
+  for (let x = -rx; x <= rx; x++) for (let z = -rz; z <= rz; z++) {
+    if (Math.max(Math.abs(x)/rx, Math.abs(z)/rz) <= 1.05) {
+      const shore = Math.max(Math.abs(x)/rx, Math.abs(z)/rz) > 0.82;
+      V(shore ? M.stone2 : M.water, cx + x, 0.25, cz + z, 0.5);
+    }
+  }
+}
+pond(-13, 6, 4, 3);
+
+function lantern(cx, cz) {
+  V(M.stone, cx, 0.7, cz, 0.8); V(M.stone, cx, 1.4, cz, 0.6);
+  V(M.lantern, cx, 2.0, cz, 0.6); V(M.stone2, cx, 2.5, cz, 0.4);
+}
+lantern(4, 7); lantern(-4, 7);
+
+const post = (x0, z) => { for (let i = 0; i < 6; i++) { V(M.red, x0, 0.7 + i, z); V(M.red, x0, 0.7 + i, z + 1); } };
+post(9, 11); post(13, 11);
+for (let x = 8; x <= 14; x++) for (let z = 11; z <= 12; z++) { V(M.redD, x, 6.6, z); V(M.redD, x, 5.4, z); }
+V(M.redD, 7.5, 6.75, 11); V(M.redD, 14.5, 6.75, 11);
+V(M.red, 11, 6.0, 11); V(M.red, 11, 4.8, 11);
+for (let z = 6; z <= 14; z++) { V(M.stone2, 11, 0.28, z, 0.5); }
+for (let z = 8; z <= 14; z++) { V(M.stone2, 10, 0.28, z, 0.5); V(M.stone2, 12, 0.28, z, 0.5); }
+
+const petals = [];
+const petalGeo = new THREE.BoxGeometry(0.45, 0.12, 0.3);
+const petalMesh = new THREE.InstancedMesh(petalGeo, new THREE.MeshLambertMaterial({ emissive:0x5a1f30 }), 48);
+petalMesh.instanceMatrix.setUsage(THREE.DynamicDrawUsage);
+const petalColor = new THREE.Color();
+for (let i = 0; i < 48; i++) {
+  petals.push({
+    x: (Math.random() - 0.5) * 34,
+    y: 6 + Math.random() * 22,
+    z: (Math.random() - 0.5) * 34,
+    vy: 1.1 + Math.random() * 1.4,
+    ph: Math.random() * Math.PI * 2,
+    sp: Math.random() * Math.PI * 2,
+    sw: 0.6 + Math.random() * 1.2
+  });
+  petalMesh.setColorAt(i, petalColor.setHSL(0.93 + Math.random() * 0.05, 0.75, 0.6 + Math.random() * 0.2));
+}
+scene.add(petalMesh);
+
+for (const [mat, list] of vox) {
+  const m = new THREE.InstancedMesh(new THREE.BoxGeometry(1, 1, 1), mat, list.length);
+  m.receiveShadow = true; m.castShadow = (mat !== M.grass && mat !== M.grass2);
+  const mtx = new THREE.Matrix4();
+  list.forEach(([x, y, z, sy], i) => {
+    mtx.makeScale(1, sy, 1).setPosition(x, y, z);
+    m.setMatrixAt(i, mtx);
+  });
+  m.instanceMatrix.needsUpdate = true;
+  scene.add(m);
+}
+
+const camera = new THREE.PerspectiveCamera(50, innerWidth / innerHeight, 0.1, 400);
+camera.position.set(20, 12, 34);
+
+addEventListener('resize', () => {
+  renderer.setSize(innerWidth, innerHeight);
+  camera.aspect = innerWidth / innerHeight;
+  camera.updateProjectionMatrix();
+});
+
+const clock = new THREE.Clock();
+const dummy = new THREE.Object3D();
+const look = new THREE.Vector3(0, 10, 0);
+let orbit = -0.55;
+
+function frame() {
+  const dt = Math.min(clock.getDelta(), 0.1);
+  orbit += dt * 0.11;
+  const t = clock.elapsedTime;
+  camera.position.set(Math.sin(orbit) * 36, 11, Math.cos(orbit) * 36);
+  camera.lookAt(look);
+  for (let i = 0; i < petals.length; i++) {
+    const p = petals[i];
+    p.y -= p.vy * dt;
+    if (p.y < 0.4) { p.y = 18 + Math.random() * 10; p.ph = Math.random() * 6.28; }
+    const px = p.x + Math.sin(t * p.sw + p.ph) * 1.2;
+    const pz = p.z + Math.cos(t * p.sw * 0.8 + p.ph) * 1.2;
+    dummy.position.set(px, p.y, pz);
+    dummy.rotation.set(p.ph + t * 1.5, p.sp + t, p.sp);
+    dummy.updateMatrix();
+    petalMesh.setMatrixAt(i, dummy.matrix);
+  }
+  petalMesh.instanceMatrix.needsUpdate = true;
+  renderer.render(scene, camera);
+  requestAnimationFrame(frame);
+}
+requestAnimationFrame(frame);
+</script>
+</body>
+</html>
diff --git a/oneshots/agent-pagoda/t8-pagoda-coder390-r1/frames/frame-10000.webp b/oneshots/agent-pagoda/t8-pagoda-coder390-r1/frames/frame-10000.webp
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diff --git a/oneshots/agent-pagoda/t8-pagoda-coder390-r1/page.html b/oneshots/agent-pagoda/t8-pagoda-coder390-r1/page.html
new file mode 100644
index 0000000..cafa1bb
--- /dev/null
+++ b/oneshots/agent-pagoda/t8-pagoda-coder390-r1/page.html
@@ -0,0 +1,277 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8" />
+<meta name="viewport" content="width=device-width, initial-scale=1" />
+<title>Voxel Pagoda — 五重の塔</title>
+<style>
+  html, body { margin: 0; height: 100%; overflow: hidden; background: #cfe8ff; }
+  canvas { display: block; }
+  #title {
+    position: fixed; left: 20px; top: 16px; z-index: 2;
+    font: 600 15px/1.5 "Hiragino Kaku Gothic ProN", "Yu Gothic", "Noto Sans JP", sans-serif;
+    letter-spacing: .14em; color: rgba(74, 48, 56, .82);
+    text-shadow: 0 1px 0 rgba(255,255,255,.55);
+    pointer-events: none; user-select: none;
+  }
+  #title small { display: block; font-weight: 500; font-size: 11px; letter-spacing: .22em; opacity: .66; }
+</style>
+<script type="importmap">
+{
+  "imports": {
+    "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js"
+  }
+}
+</script>
+</head>
+<body>
+<div id="title">五重の塔<small>VOXEL PAGODA GARDEN</small></div>
+<script type="module">
+import * as THREE from 'three';
+
+// ---------- renderer / scene / camera ----------
+const scene = new THREE.Scene();
+scene.background = new THREE.Color(0xcfe8ff);
+scene.fog = new THREE.Fog(0xcfe8ff, 95, 175);
+
+const camera = new THREE.PerspectiveCamera(50, innerWidth / innerHeight, 0.1, 400);
+
+const renderer = new THREE.WebGLRenderer({ antialias: true, preserveDrawingBuffer: true });
+renderer.setPixelRatio(Math.min(devicePixelRatio, 2));
+renderer.setSize(innerWidth, innerHeight);
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFSoftShadowMap;
+renderer.toneMapping = THREE.ACESFilmicToneMapping;
+renderer.toneMappingExposure = 1.06;
+document.body.appendChild(renderer.domElement);
+
+addEventListener('resize', () => {
+  camera.aspect = innerWidth / innerHeight;
+  camera.updateProjectionMatrix();
+  renderer.setSize(innerWidth, innerHeight);
+});
+
+// ---------- lights ----------
+const sun = new THREE.DirectionalLight(0xfff1dc, 2.7);
+sun.position.set(45, 70, 30);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+sun.shadow.camera.near = 10;
+sun.shadow.camera.far = 220;
+sun.shadow.camera.left = -58;
+sun.shadow.camera.right = 58;
+sun.shadow.camera.top = 58;
+sun.shadow.camera.bottom = -58;
+sun.shadow.bias = -0.0003;
+sun.shadow.normalBias = 0.35;
+scene.add(sun, sun.target);
+scene.add(new THREE.HemisphereLight(0xd9ecff, 0x8fae7a, 0.9));
+
+// ---------- cube collection ----------
+const groups = {};
+function addCube(x, y, z, sx, sy, sz, group, color) {
+  (groups[group] ||= []).push({ x, y, z, sx, sy, sz, color: color ?? null });
+}
+
+// ---------- ground ----------
+addCube(0, -0.5, 0, 94, 1, 94, 'grass');
+
+// ---------- stone platform ----------
+addCube(0, 1, 0, 26, 2, 26, 'stone');
+addCube(0, 2.75, 0, 20, 1.5, 20, 'stone2');
+
+// ---------- stone path to the torii ----------
+for (let z = 14.5; z <= 29.5; z += 3) addCube(0, 0.25, z, 2.4, 0.5, 2.4, 'stone2');
+
+// ---------- scattered rocks ----------
+for (const [rx, rz, rs] of [[-14, -6, 1.6], [12, 9, 1.2], [-9, 18, 1.0], [16, -12, 1.5], [-20, 5, 0.9], [8, 21, 0.8]])
+  addCube(rx, rs / 2 - 0.08, rz, rs, rs * 0.8, rs, 'stone');
+
+// ---------- pagoda ----------
+const storyW = [14, 11, 8, 6, 4];
+const storyH = [8, 7, 6, 5, 4];
+const roofW  = [20, 16, 13, 10, 8];
+let y = 3.5; // top of platform
+for (let i = 0; i < 5; i++) {
+  const w = storyW[i], h = storyH[i];
+  addCube(0, y + h / 2, 0, w, h, w, 'wood');                       // body
+  addCube(0, y + 0.55, 0, w + 0.7, 1.1, w + 0.7, 'lacquer');       // bracket band
+  const wy = y + h * 0.55;
+  if (i === 0) addCube(0, y + 2.3, w / 2 + 0.25, 2.6, 4.6, 0.5, 'door'); // main door, faces the torii
+  for (const sx of [-1, 1]) addCube(sx * (w / 2 + 0.2), wy, 0, 0.4, 1.9, 1.6, 'window');
+  addCube(0, wy, -(w / 2 + 0.2), 1.6, 1.9, 0.4, 'window');
+  if (i > 0) addCube(0, wy, w / 2 + 0.2, 1.6, 1.9, 0.4, 'window');
+  y += h;
+  const rw = roofW[i];
+  addCube(0, y + 0.5, 0, rw, 1, rw, 'roof');                        // eave slab
+  addCube(0, y + 1.5, 0, rw - 4, 1, rw - 4, 'roof');                // ridge slab
+  const c = rw / 2 - 0.75;                                          // upturned corner tips
+  for (const sx of [-1, 1]) for (const sz of [-1, 1]) {
+    addCube(sx * c, y + 1.5, sz * c, 1.5, 1, 1.5, 'roofTip');
+    addCube(sx * c, y + 2.5, sz * c, 0.9, 1, 0.9, 'roofTip');
+  }
+  y += 2;
+}
+// ---------- spire (sorin) ----------
+addCube(0, y + 0.5, 0, 2.6, 1, 2.6, 'gold');
+addCube(0, y + 1.35, 0, 2.0, 0.7, 2.0, 'gold');
+addCube(0, y + 2.0, 0, 1.5, 0.6, 1.5, 'gold');
+addCube(0, y + 2.55, 0, 1.05, 0.5, 1.05, 'gold');
+addCube(0, y + 2.95, 0, 0.7, 0.4, 0.7, 'gold');
+addCube(0, y + 3.25, 0, 0.4, 0.3, 0.4, 'gold');
+
+// ---------- torii gate ----------
+const tz = 32;
+for (const sx of [-5.5, 5.5]) {
+  addCube(sx, 0.75, tz, 3, 1.5, 3, 'stone');      // pillar base
+  addCube(sx, 6.25, tz, 2, 10.5, 2, 'toriiRed');  // pillar
+}
+addCube(0, 9.2, tz, 14.5, 1.1, 1.1, 'toriiRed');  // nuki tie beam
+addCube(0, 10.7, tz, 1.7, 1.7, 0.6, 'plaque');    // plaque
+addCube(0, 11.9, tz, 16.5, 1.0, 1.8, 'toriiRed'); // lower kasagi
+addCube(0, 12.75, tz, 17.5, 1.1, 2.3, 'toriiDark'); // upper kasagi
+for (const sx of [-8.25, 8.25]) addCube(sx, 13.45, tz, 2.3, 0.9, 2.3, 'toriiDark'); // upturned ends
+
+// ---------- cherry blossom trees ----------
+function blossomColor() {
+  const c = new THREE.Color();
+  c.setHSL(0.915 + (Math.random() - 0.5) * 0.05, 0.42 + Math.random() * 0.16, 0.70 + Math.random() * 0.15);
+  return c;
+}
+function tree(tx, tz2) {
+  addCube(tx, 1.2, tz2, 2.2, 2.4, 2.2, 'trunk');
+  addCube(tx + 0.35, 3.4, tz2 + 0.2, 1.6, 2.6, 1.6, 'trunk');
+  addCube(tx - 0.2, 5.6, tz2 - 0.2, 1.3, 2.4, 1.3, 'trunk');
+  addCube(tx + 1.5, 6.3, tz2 + 0.7, 1.0, 1.5, 1.0, 'trunk');
+  addCube(tx - 1.6, 6.9, tz2 - 0.6, 1.0, 1.3, 1.0, 'trunk');
+  for (let i = 0; i < 95; i++) {
+    const th = Math.random() * Math.PI * 2;
+    const ph = Math.acos(2 * Math.random() - 1);
+    const dx = Math.sin(ph) * Math.cos(th), dy = Math.cos(ph) * 0.72, dz = Math.sin(ph) * Math.sin(th);
+    const r = 2.2 + Math.pow(Math.random(), 0.65) * 4.2;
+    const cx = Math.round(tx + dx * r * 1.15);
+    const cy = Math.round(10.2 + dy * r);
+    const cz = Math.round(tz2 + dz * r * 1.15);
+    if (cy < 6) continue;
+    const s = 1.1 + Math.random() * 1.1;
+    addCube(cx, cy, cz, s, s * 0.9, s, 'blossom', blossomColor());
+  }
+}
+tree(-30, -14);
+tree(33, -4);
+tree(-26, 26);
+
+// ---------- pond ----------
+const px = 24, pz = -22;
+for (let gx = -9; gx <= 9; gx++) for (let gz = -9; gz <= 9; gz++) {
+  const d = Math.hypot(gx, gz);
+  if (d < 6.8) addCube(px + gx, 0.05, pz + gz, 1, 0.3, 1, 'water');
+  else if (d < 8.2) addCube(px + gx, -0.02, pz + gz, 1, 0.26, 1, 'sand');
+}
+for (const [lx, lz] of [[22, -23.5], [26, -20.5], [24.5, -24.5]]) addCube(lx, 0.24, lz, 1.7, 0.12, 1.7, 'lily');
+addCube(px + 8.6, 0.35, pz - 3.5, 1.3, 0.7, 1.3, 'stone');
+addCube(px - 8.2, 0.3, pz + 5, 1.0, 0.6, 1.0, 'stone');
+
+// ---------- fallen petals on the ground ----------
+for (let i = 0; i < 46; i++) {
+  const nearTree = Math.random() < 0.6;
+  const t = [[-30, -14], [33, -4], [-26, 26]][i % 3];
+  const fx = nearTree ? t[0] + (Math.random() - 0.5) * 15 : (Math.random() - 0.5) * 70;
+  const fz = nearTree ? t[1] + (Math.random() - 0.5) * 15 : (Math.random() - 0.5) * 70;
+  addCube(fx, 0.07, fz, 0.55, 0.08, 0.4, 'fallen', blossomColor());
+}
+
+// ---------- build instanced meshes ----------
+const unitBox = new THREE.BoxGeometry(1, 1, 1);
+const MATS = {
+  grass:   { color: 0x84c46f },
+  stone:   { color: 0xa3a9b0 },
+  stone2:  { color: 0xbfc4ca },
+  wood:    { color: 0x9a5b2d },
+  lacquer: { color: 0x7c2d1e },
+  door:    { color: 0x54331c },
+  window:  { color: 0x3a2a1a, emissive: 0xffb054, emissiveIntensity: 0.85 },
+  roof:    { color: 0x46536a },
+  roofTip: { color: 0x5b6a86 },
+  gold:    { color: 0xd7a13f },
+  toriiRed:{ color: 0xb03427 },
+  toriiDark: { color: 0x8c241b },
+  plaque:  { color: 0x402418 },
+  trunk:   { color: 0x6f4a2c },
+  blossom: { color: 0xffffff },
+  water:   { color: 0x57aed6 },
+  sand:    { color: 0xcdd3cd },
+  lily:    { color: 0x4f9147 },
+  fallen:  { color: 0xffffff },
+};
+for (const [name, list] of Object.entries(groups)) {
+  const spec = MATS[name];
+  const tinted = list.some(c => c.color);
+  const mat = new THREE.MeshLambertMaterial({ color: tinted ? 0xffffff : spec.color, emissive: spec.emissive ?? 0x000000, emissiveIntensity: spec.emissiveIntensity ?? 1 });
+  const im = new THREE.InstancedMesh(unitBox, mat, list.length);
+  const m = new THREE.Matrix4(), q = new THREE.Quaternion(), s = new THREE.Vector3(), p = new THREE.Vector3();
+  list.forEach((c, i) => {
+    p.set(c.x, c.y, c.z); s.set(c.sx, c.sy, c.sz);
+    m.compose(p, q, s); im.setMatrixAt(i, m);
+    if (c.color) im.setColorAt(i, c.color);
+  });
+  if (im.instanceColor) im.instanceColor.needsUpdate = true;
+  im.castShadow = true;
+  im.receiveShadow = true;
+  scene.add(im);
+}
+
+// ---------- drifting petals ----------
+const PETALS = 70;
+const petalGeo = new THREE.BoxGeometry(1, 1, 1);
+const petalMat = new THREE.MeshLambertMaterial({ color: 0xffffff });
+const petals = new THREE.InstancedMesh(petalGeo, petalMat, PETALS);
+petals.castShadow = true;
+scene.add(petals);
+const petalData = [];
+for (let i = 0; i < PETALS; i++) {
+  petalData.push({
+    x: (Math.random() * 2 - 1) * 46, y: 2 + Math.random() * 18, z: (Math.random() * 2 - 1) * 46,
+    vy: 0.7 + Math.random() * 0.8,
+    amp: 0.6 + Math.random() * 1.1, freq: 0.5 + Math.random() * 0.9,
+    phase: Math.random() * Math.PI * 2,
+    rx: Math.random() * Math.PI, ry: Math.random() * Math.PI, rz: Math.random() * Math.PI,
+    vrx: (Math.random() - 0.5) * 3, vry: (Math.random() - 0.5) * 3, vrz: (Math.random() - 0.5) * 3,
+  });
+  petals.setColorAt(i, blossomColor());
+}
+petals.instanceColor.needsUpdate = true;
+const pm = new THREE.Matrix4(), pq = new THREE.Quaternion(), pe = new THREE.Euler(), ps = new THREE.Vector3(), pp = new THREE.Vector3();
+function updatePetals(t, dt) {
+  for (let i = 0; i < PETALS; i++) {
+    const p = petalData[i];
+    p.y -= p.vy * dt;
+    p.x += Math.sin(t * p.freq + p.phase) * p.amp * dt + 0.22 * dt;
+    p.z += Math.cos(t * p.freq * 0.8 + p.phase) * p.amp * 0.7 * dt;
+    p.rx += p.vrx * dt; p.ry += p.vry * dt; p.rz += p.vrz * dt;
+    if (p.y < 0.12) { p.y = 13 + Math.random() * 11; p.x = (Math.random() * 2 - 1) * 46; p.z = (Math.random() * 2 - 1) * 46; }
+    if (p.x > 47) p.x -= 94;
+    pe.set(p.rx, p.ry, p.rz); pq.setFromEuler(pe);
+    pp.set(p.x, p.y, p.z); ps.set(0.55, 0.09, 0.42);
+    pm.compose(pp, pq, ps);
+    petals.setMatrixAt(i, pm);
+  }
+  petals.instanceMatrix.needsUpdate = true;
+}
+
+// ---------- animate ----------
+const clock = new THREE.Clock();
+function frame() {
+  requestAnimationFrame(frame);
+  const dt = Math.min(clock.getDelta(), 0.05);
+  const t = clock.elapsedTime;
+  const a = t * 0.1; // slow orbit: one turn in ~63s
+  camera.position.set(Math.sin(a) * 66, 32, Math.cos(a) * 66);
+  camera.lookAt(0, 21, 0);
+  updatePetals(t, dt);
+  renderer.render(scene, camera);
+}
+frame();
+</script>
+</body>
+</html>
diff --git a/oneshots/agent-pagoda/t8-pagoda-cybertiel-r1/frames/frame-10000.webp b/oneshots/agent-pagoda/t8-pagoda-cybertiel-r1/frames/frame-10000.webp
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new file mode 100644
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diff --git a/oneshots/agent-pagoda/t8-pagoda-cybertiel-r1/page.html b/oneshots/agent-pagoda/t8-pagoda-cybertiel-r1/page.html
new file mode 100644
index 0000000..8be34c4
--- /dev/null
+++ b/oneshots/agent-pagoda/t8-pagoda-cybertiel-r1/page.html
@@ -0,0 +1,432 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>Voxel Pagoda</title>
+<style>
+  html, body { margin:0; padding:0; overflow:hidden; background:#000; }
+  #c { display:block; width:100vw; height:100vh; }
+</style>
+</head>
+<body>
+<div id="c"></div>
+
+<script type="importmap">
+{
+  "imports": {
+    "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js"
+  }
+}
+</script>
+
+<script type="module">
+import * as THREE from 'three';
+
+const container = document.getElementById('c');
+
+const renderer = new THREE.WebGLRenderer({ antialias: true, preserveDrawingBuffer: true });
+renderer.setPixelRatio(Math.min(window.devicePixelRatio, 1.5));
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFShadowMap;
+renderer.outputColorSpace = THREE.SRGBColorSpace;
+container.appendChild(renderer.domElement);
+
+const scene = new THREE.Scene();
+const SKY = new THREE.Color(0xbfd8f0);
+scene.background = SKY;
+scene.fog = new THREE.Fog(SKY, 90, 260);
+
+const camera = new THREE.PerspectiveCamera(50, 1, 0.1, 900);
+camera.position.set(62, 26, 62);
+
+// ---------- Sky dome ----------
+const skyGeo = new THREE.SphereGeometry(420, 32, 16);
+const skyMat = new THREE.ShaderMaterial({
+  side: THREE.BackSide,
+  depthWrite: false,
+  uniforms: {
+    top:    { value: new THREE.Color(0x2f63c8) },
+    mid:    { value: new THREE.Color(0x9fc8f2) },
+    horizon: { value: new THREE.Color(0xeaf2fb) }
+  },
+  vertexShader:
+    'varying vec3 vP;\nvoid main(){ vP = position; gl_Position = projectionMatrix * modelViewMatrix * vec4(position,1.0); }\n',
+  fragmentShader:
+    'varying vec3 vP;\nuniform vec3 top;\nuniform vec3 mid;\nuniform vec3 horizon;\nvoid main(){\n  float h = normalize(vP).y;\n  vec3 c = h > 0.0 ? mix(mid, top, pow(h, 0.55)) : mix(mid, horizon, pow(-h, 0.45));\n  gl_FragColor = vec4(c, 1.0);\n}\n'
+});
+scene.add(new THREE.Mesh(skyGeo, skyMat));
+
+// ---------- Lighting ----------
+const sun = new THREE.DirectionalLight(0xfff3e0, 2.1);
+sun.position.set(48, 74, 40);
+sun.castShadow = true;
+sun.shadow.mapSize.set(1024, 1024);
+sun.shadow.camera.near = 10;
+sun.shadow.camera.far = 240;
+sun.shadow.camera.left = -70;
+sun.shadow.camera.right = 70;
+sun.shadow.camera.top = 70;
+sun.shadow.camera.bottom = -70;
+sun.shadow.bias = -0.0006;
+sun.shadow.normalBias = 0.02;
+scene.add(sun);
+scene.add(sun.target);
+
+scene.add(new THREE.HemisphereLight(0xcfe4ff, 0x5a5040, 1.05));
+scene.add(new THREE.AmbientLight(0xfff2e0, 0.5));
+
+// ---------- Voxel pool (instanced cubes) ----------
+class VoxelPool {
+  constructor(material, capacity) {
+    this.material = material;
+    this.geometry = new THREE.BoxGeometry(1, 1, 1);
+    this.mesh = new THREE.InstancedMesh(this.geometry, material, capacity);
+    this.mesh.castShadow = true;
+    this.mesh.receiveShadow = true;
+    this.count = 0;
+    this.dummy = new THREE.Object3D();
+    this.colors = new Float32Array(capacity * 3);
+    this.mesh.instanceColor = new THREE.InstancedBufferAttribute(this.colors, 3);
+    this.mesh.instanceColor.setUsage(THREE.DynamicDrawUsage);
+    this.mesh.instanceMatrix.setUsage(THREE.DynamicDrawUsage);
+  }
+  add(x, y, z, sx, sy, sz, r, g, b) {
+    const i = this.count++;
+    this.dummy.position.set(x, y, z);
+    this.dummy.rotation.set(0, 0, 0);
+    this.dummy.scale.set(sx, sy, sz);
+    this.dummy.updateMatrix();
+    this.mesh.setMatrixAt(i, this.dummy.matrix);
+    this.colors[i * 3] = r;
+    this.colors[i * 3 + 1] = g;
+    this.colors[i * 3 + 2] = b;
+    this.mesh.instanceColor.needsUpdate = true;
+  }
+}
+
+const pools = [];
+function pool(material, capacity) {
+  const p = new VoxelPool(material, capacity);
+  pools.push(p);
+  return p;
+}
+function rgb(hex) { const c = new THREE.Color(hex); return [c.r, c.g, c.b]; }
+
+const MAT_GROUND = new THREE.MeshStandardMaterial({ color: 0x4f7a3a, roughness: 1.0 });
+const MAT_STONE = new THREE.MeshStandardMaterial({ color: 0x928d82, roughness: 0.95 });
+const MAT_STONE2 = new THREE.MeshStandardMaterial({ color: 0x7d786d, roughness: 0.95 });
+const MAT_WOOD = new THREE.MeshStandardMaterial({ color: 0x6e2a1c, roughness: 0.85 });
+const MAT_WOOD_DARK = new THREE.MeshStandardMaterial({ color: 0x6e2a1c, roughness: 0.85 });
+const MAT_ROOF = new THREE.MeshStandardMaterial({ color: 0x2b2b36, roughness: 0.8 });
+const MAT_ROOF_DARK = new THREE.MeshStandardMaterial({ color: 0x1c1c26, roughness: 0.8 });
+const MAT_GOLD = new THREE.MeshStandardMaterial({ color: 0xcaa63a, roughness: 0.4, metalness: 0.6 });
+const MAT_METAL = new THREE.MeshStandardMaterial({ color: 0x3a3a42, roughness: 0.5, metalness: 0.7 });
+const MAT_TRUNK = new THREE.MeshStandardMaterial({ color: 0x5a3c24, roughness: 0.95 });
+const MAT_TORII = new THREE.MeshStandardMaterial({ color: 0xc0272d, roughness: 0.6 });
+const MAT_TORII_DARK = new THREE.MeshStandardMaterial({ color: 0x241013, roughness: 0.7 });
+const MAT_WATER = new THREE.MeshStandardMaterial({
+  color: 0x2f7fb0, roughness: 0.12, metalness: 0.45,
+  transparent: true, opacity: 0.9
+});
+
+// ---------- Ground ----------
+const ground = new THREE.Mesh(new THREE.PlaneGeometry(300, 300), MAT_GROUND);
+ground.rotation.x = -Math.PI / 2;
+ground.position.y = 0;
+ground.receiveShadow = true;
+scene.add(ground);
+
+// ---------- Stone platform ----------
+const TOP = 2;
+const stone = pool(MAT_STONE, 8000);
+const stone2 = pool(MAT_STONE2, 2000);
+for (let layer = 0; layer < 2; layer++) {
+  const y = layer;
+  const half = 13 - layer;
+  for (let x = -half; x <= half; x++) {
+    for (let z = -half; z <= half; z++) {
+      const c = (x + z + layer) % 5 === 0 ? stone2 : stone;
+      c.add(x, y, z, 1, 1, 1, ...rgb(0x928d82), ...rgb(0x7d786d));
+    }
+  }
+}
+// stepped edge highlight
+for (let x = -13; x <= 13; x++) {
+  for (const z of [-13, 13]) { stone.add(x, 0, z, 1, 1, 1, ...rgb(0x857f74)); }
+}
+for (let z = -13; z <= 13; z++) {
+  for (const x of [-13, 13]) { stone.add(x, 0, z, 1, 1, 1, ...rgb(0x857f74)); }
+}
+
+// ---------- Pagoda ----------
+const wood = pool(MAT_WOOD, 3000);
+const woodDark = pool(MAT_WOOD_DARK, 1000);
+const roof = pool(MAT_ROOF, 3000);
+const roofDark = pool(MAT_ROOF_DARK, 2000);
+const accent = pool(MAT_GOLD, 500);
+const accentMetal = pool(MAT_METAL, 300);
+
+const platformTop = 2;
+const wallH = 3;
+const roofH = 1.9;
+const storyBase0 = platformTop;
+const storyStep = wallH + roofH;
+const wallHalf0 = 4.0;
+const eaveHalf0 = 6.0;
+const wallStep = 0.55;
+const eaveStep = 0.85;
+
+function buildRoof(half, topY, cx, cz) {
+  // flat overhanging eave slab
+  roof.add(cx, topY + 0.35, cz, 2 * half + 0.4, 0.7, 2 * half + 0.4, ...rgb(0x35353f));
+  // shallow pyramidal slope
+  const layers = 3;
+  for (let l = 0; l < layers; l++) {
+    const f = l / layers;
+    const s = half * (1 - 0.62 * f);
+    const h = (roofH - 0.7) / layers;
+    const y = topY + 0.7 + (l + 0.5) * h;
+    roofDark.add(cx, y, cz, 2 * s, h, 2 * s, ...rgb(0x1c1c26));
+  }
+  // upturned eave tips (stepped, curling up at each corner)
+  const tipBaseY = topY + 0.7;
+  for (const sx of [-1, 1]) {
+    for (const sz of [-1, 1]) {
+      const ox = sx * (half - 0.45), oz = sz * (half - 0.45);
+      roofDark.add(cx + ox, tipBaseY + 0.45, cz + oz, 0.6, 0.5, 0.6, ...rgb(0x2b2b36));
+      roofDark.add(cx + ox, tipBaseY + 0.95, cz + oz, 0.48, 0.5, 0.48, ...rgb(0x3d3d4a));
+      const ox2 = sx * (half - 1.35), oz2 = sz * (half - 1.35);
+      roofDark.add(cx + ox2, tipBaseY + 0.55, cz + oz2, 0.5, 0.45, 0.5, ...rgb(0x2b2b36));
+      roofDark.add(cx + ox2, tipBaseY + 1.0, cz + oz2, 0.4, 0.4, 0.4, ...rgb(0x3a3a45));
+    }
+  }
+}
+
+function buildStory(i) {
+  const cx = 0, cz = 0;
+  const wallHalf = wallHalf0 - i * wallStep;
+  const eaveHalf = eaveHalf0 - i * eaveStep;
+  const baseY = storyBase0 + i * storyStep;
+  // body
+  wood.add(cx, baseY + wallH / 2, cz, 2 * wallHalf, wallH, 2 * wallHalf, ...rgb(0x863826));
+  // base plinth
+  woodDark.add(cx, baseY + 0.25, cz, 2 * wallHalf + 0.4, 0.5, 2 * wallHalf + 0.4, ...rgb(0x6e2a1c));
+  // corner + mid pillars
+  const poffs = wallHalf + 0.12;
+  const corners = [[-poffs, -poffs], [poffs, -poffs], [-poffs, poffs], [poffs, poffs],
+                   [-poffs, 0], [poffs, 0], [0, -poffs], [0, poffs]];
+  for (const [px, pz] of corners) {
+    wood.add(cx + px, baseY + wallH / 2 + 0.15, cz + pz, 0.6, wallH * 0.95, 0.6, ...rgb(0x5a2416));
+  }
+  // railing band (upper opening)
+  woodDark.add(cx, baseY + wallH - 0.35, cz, 2 * wallHalf * 0.98, 0.4, 0.35, ...rgb(0x6e2a1c));
+  woodDark.add(cx, baseY + wallH - 0.35, cz, 0.35, 0.4, 2 * wallHalf * 0.98, ...rgb(0x6e2a1c));
+  // floor / veranda slab
+  roof.add(cx, baseY + 0.3, cz, 2 * wallHalf + 0.3, 0.4, 2 * wallHalf + 0.3, ...rgb(0x33333f));
+  // roof
+  buildRoof(eaveHalf, baseY + wallH, cx, cz);
+}
+
+for (let i = 0; i < 5; i++) buildStory(i);
+
+// ---------- Spire (sorin) ----------
+const spireBase = storyBase0 + 5 * storyStep;
+accentMetal.add(0, spireBase + 6, 0, 0.4, 12, 0.4, ...rgb(0x3a3a42));
+const rings = [[spireBase + 2.6, 1.7], [spireBase + 4.8, 1.4], [spireBase + 7.0, 1.1], [spireBase + 9.0, 0.8]];
+for (const [ry, rs] of rings) {
+  accent.add(0, ry, 0, rs, 0.4, rs, ...rgb(0xcaa63a));
+}
+accent.add(0, spireBase + 11.2, 0, 0.7, 0.7, 0.7, ...rgb(0xd8b43f));
+accent.add(0, spireBase + 12.4, 0, 0.35, 0.9, 0.35, ...rgb(0xd8b43f));
+
+// ---------- Cherry blossom trees ----------
+const trunk = pool(MAT_TRUNK, 600);
+const blossom = pool(new THREE.MeshStandardMaterial({ color: 0xf6a8bd, roughness: 0.9 }), 1200);
+
+function randPtSphere(R) {
+  for (let k = 0; k < 6; k++) {
+    const x = R * (2 * Math.random() - 1);
+    const y = R * (2 * Math.random() - 1);
+    const z = R * (2 * Math.random() - 1);
+    if (x * x + y * y + z * z <= R * R) return [x, y, z];
+  }
+  return [0, 0, 0];
+}
+
+function buildTree(x, z, s) {
+  const h = Math.floor(5 + Math.random() * 2);
+  let ox = 0, oz = 0;
+  for (let i = 0; i < h; i++) {
+    const taper = i < 2 ? 0.55 : (i < h - 1 ? 0.4 : 0.3);
+    trunk.add(x + ox, i + 0.5, z + oz, taper, 1, taper, ...rgb(0x5a3c24));
+    if (i >= h * 0.45) { ox += (Math.random() - 0.5) * 0.5; oz += (Math.random() - 0.5) * 0.5; }
+  }
+  const cy = h + 0.2;
+  const R = (2.4 + s * 0.6);
+  for (let k = 0; k < 150; k++) {
+    const [px, py, pz] = randPtSphere(R);
+    const edge = 1 - Math.min(1, (Math.hypot(px, py, pz) / R) * 0.35);
+    const rr = 0.95 + 0.05 * edge;
+    const gg = 0.60 + 0.12 * edge;
+    const bb = 0.68 + 0.10 * edge;
+    blossom.add(x + px * s, cy + py * s, z + pz * s, 0.75 * edge + 0.15, 0.75 * edge + 0.15, 0.75 * edge + 0.15,
+      rr, gg, bb);
+  }
+  // a few branch tips
+  for (const [bx, bz] of [[0.8, -0.6], [-0.7, 0.7], [0.4, 0.9]]) {
+    const [bxp, byp, bzp] = randPtSphere(1.0);
+    blossom.add(x + bx * s + bxp, cy + 0.6 + byp, z + bz * s + bzp, 0.5, 0.5, 0.5, ...rgb(0xf29cc0));
+  }
+}
+
+buildTree(-17, -10, 1.0);
+buildTree(19, 8, 1.15);
+buildTree(-13, 17, 0.9);
+
+// ---------- Pond ----------
+const pondX = 16, pondZ = 6;
+const water = new THREE.Mesh(new THREE.PlaneGeometry(16, 13), MAT_WATER);
+water.rotation.x = -Math.PI / 2;
+water.position.set(pondX, 0.2, pondZ);
+water.receiveShadow = true;
+scene.add(water);
+// lily pads
+const lily = pool(MAT_GROUND, 200);
+for (let k = 0; k < 6; k++) {
+  const lx = pondX + (Math.random() - 0.5) * 11;
+  const lz = pondZ + (Math.random() - 0.5) * 9;
+  lily.add(lx, 0.32, lz, 0.9, 0.1, 0.9, ...rgb(0x3f6b30));
+}
+// stone border
+const border = pool(MAT_STONE, 800);
+function pondEdge() {
+  const rx = 8.2, rz = 6.7;
+  for (let a = 0; a < Math.PI * 2; a += 0.28) {
+    const bx = pondX + Math.cos(a) * rx;
+    const bz = pondZ + Math.sin(a) * rz;
+    const h = 0.6 + Math.random() * 0.7;
+    const fill = ((Math.sin(a * 3) * 0.5 + 0.5) > 0.5) ? border : stone2;
+    fill.add(bx, h / 2, bz, 1.1, h, 1.1, ...rgb(0x8b857a));
+  }
+}
+pondEdge();
+// small rock waterfall into pond
+for (let i = 0; i < 5; i++) {
+  stone.add(pondX - 7, 0.4 + i * 0.4, pondZ - 3 - i * 0.3, 1, 0.8, 1, ...rgb(0x7d786d));
+}
+
+// ---------- Torii gate ----------
+const torii = pool(MAT_TORII, 400);
+const toriiDark = pool(MAT_TORII_DARK, 200);
+function buildTorii(x, z) {
+  const halfW = 4.2;
+  const pH = 10;
+  for (const sx of [-1, 1]) {
+    for (let i = 0; i < pH; i++) {
+      torii.add(x + sx * halfW, i + 0.75, z, 1.3, 1.5, 1.3, ...rgb(0xc0272d));
+    }
+  }
+  // nuki (tie beam)
+  torii.add(x, 7.8, z, halfW * 2 + 1.6, 1.0, 1.5, ...rgb(0xc0272d));
+  // kasaira (top beam) with slight upward curve
+  torii.add(x, 10.4, z, halfW * 2 + 2.8, 1.1, 1.7, ...rgb(0xc0272d));
+  torii.add(x, 11.05, z, halfW * 2 + 2.2, 0.5, 1.5, ...rgb(0xd63b41));
+  // shimaki / gusoku top block
+  toriiDark.add(x, 11.7, z, 2.6, 0.9, 1.3, ...rgb(0x241013));
+  // small plaque
+  torii.add(x, 10.9, z, 1.3, 1.3, 0.6, ...rgb(0x241013));
+  // cap on pillars
+  for (const sx of [-1, 1]) {
+    toriiDark.add(x + sx * halfW, pH + 0.4, z, 1.5, 0.6, 1.5, ...rgb(0x241013));
+  }
+}
+buildTorii(0, 14);
+
+// ---------- Stone path from torii to platform ----------
+const path = pool(MAT_STONE2, 400);
+for (let z = 13; z <= 18; z++) {
+  path.add(0, 0.08, z, 1.6, 0.2, 1.0, ...rgb(0x857f74));
+  path.add(-1.3, 0.08, z, 1.0, 0.18, 0.9, ...rgb(0x7d786d));
+  path.add(1.3, 0.08, z, 1.0, 0.18, 0.9, ...rgb(0x7d786d));
+}
+
+// ---------- Drifting petals ----------
+const petalMat = new THREE.MeshStandardMaterial({ color: 0xffb7c5, roughness: 0.7, side: THREE.DoubleSide });
+const PETAL_N = 44;
+const petalMesh = new THREE.InstancedMesh(new THREE.BoxGeometry(0.28, 0.06, 0.22), petalMat, PETAL_N);
+petalMesh.castShadow = false;
+petalMesh.receiveShadow = false;
+scene.add(petalMesh);
+const petalDummy = new THREE.Object3D();
+const petalState = [];
+for (let i = 0; i < PETAL_N; i++) {
+  petalState.push({
+    x: (Math.random() - 0.5) * 55,
+    z: (Math.random() - 0.5) * 55,
+    y: 4 + Math.random() * 26,
+    speed: 1.2 + Math.random() * 1.6,
+    phase: Math.random() * Math.PI * 2,
+    drift: 0.6 + Math.random() * 1.2,
+    spin: (Math.random() - 0.5) * 3,
+    rs: Math.random() * Math.PI
+  });
+}
+
+// ---------- Finalize pools ----------
+for (const p of pools) {
+  p.mesh.count = p.count;
+  scene.add(p.mesh);
+}
+
+// ---------- Orbit ----------
+let angle = Math.PI / 5;
+const radius = 60;
+const camHeight = 42;
+let lastT = performance.now();
+
+function onResize() {
+  const w = window.innerWidth;
+  const h = window.innerHeight;
+  camera.aspect = w / h;
+  camera.updateProjectionMatrix();
+  renderer.setSize(w, h);
+}
+window.addEventListener('resize', onResize);
+onResize();
+
+function animate() {
+  requestAnimationFrame(animate);
+  const dt = Math.min((performance.now() - lastT) / 1000, 0.05);
+  lastT = performance.now();
+  if (renderer.domElement.width !== window.innerWidth || renderer.domElement.height !== window.innerHeight) onResize();
+  angle += dt * 0.11;
+  camera.position.set(Math.cos(angle) * radius, camHeight, Math.sin(angle) * radius);
+  camera.lookAt(0, 10, 0);
+
+  for (let i = 0; i < PETAL_N; i++) {
+    const p = petalState[i];
+    p.y -= dt * p.speed;
+    p.phase += dt * 1.4;
+    const nx = p.x + Math.sin(p.phase) * 1.5 * p.drift;
+    const nz = p.z + Math.cos(p.phase * 0.8) * 1.2 * p.drift;
+    petalDummy.rotation.set(p.phase * p.spin, p.phase * 0.7, 0);
+    petalDummy.position.set(nx, p.y, nz);
+    petalDummy.scale.set(1, 1, 1);
+    petalDummy.updateMatrix();
+    petalMesh.setMatrixAt(i, petalDummy.matrix);
+    if (p.y < 0.1) {
+      p.y = 12 + Math.random() * 16;
+      p.x = (Math.random() - 0.5) * 55;
+      p.z = (Math.random() - 0.5) * 55;
+      p.phase = Math.random() * Math.PI * 2;
+    }
+  }
+  petalMesh.instanceMatrix.needsUpdate = true;
+
+  renderer.render(scene, camera);
+}
+animate();
+</script>
+</body>
+</html>
diff --git a/oneshots/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/frames/frame-10000.webp b/oneshots/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/frames/frame-10000.webp
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diff --git a/oneshots/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/frames/frame-1500.webp b/oneshots/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/frames/frame-1500.webp
new file mode 100644
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new file mode 100644
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HcmV?d00001

diff --git a/oneshots/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/page.html b/oneshots/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/page.html
new file mode 100644
index 0000000..249d323
--- /dev/null
+++ b/oneshots/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/page.html
@@ -0,0 +1,440 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<title>Voxel Pagoda — Japanese Scene</title>
+<style>
+  html,body{margin:0;padding:0;height:100%;background:#bcd9ee;overflow:hidden}
+  canvas{display:block}
+</style>
+<script type="importmap">
+{
+  "imports": {
+    "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js"
+  }
+}
+</script>
+</head>
+<body>
+<canvas id="c"></canvas>
+<script type="module">
+import * as THREE from 'three';
+
+/* ---------- deterministic rng ---------- */
+function mulberry32(a){
+  return function(){
+    a |= 0; a = a + 0x6D2B79F5 | 0;
+    let t = Math.imul(a ^ a >>> 15, 1 | a);
+    t = t + Math.imul(t ^ t >>> 7, 61 | t) ^ t;
+    return ((t ^ t >>> 14) >>> 0) / 4294967284;
+  };
+}
+const rng = mulberry32(20261020);
+const pick = (arr) => arr[Math.floor(rng() * arr.length)];
+
+/* ---------- renderer / scene ---------- */
+const canvas = document.getElementById('c');
+const renderer = new THREE.WebGLRenderer({ canvas, antialias: true, preserveDrawingBuffer: true });
+renderer.setPixelRatio(1);
+renderer.setSize(window.innerWidth, window.innerHeight);
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFShadowMap;
+
+const SKY = 0xbcd9ee;
+const scene = new THREE.Scene();
+scene.background = new THREE.Color(SKY);
+scene.fog = new THREE.Fog(SKY, 62, 200);
+
+const camera = new THREE.PerspectiveCamera(60, window.innerWidth / window.innerHeight, 1, 420);
+
+/* ---------- lights ---------- */
+const sun = new THREE.DirectionalLight(0xfff0d4, 6.4);
+sun.position.set(26, 54, 20);
+sun.castShadow = true;
+sun.shadow.mapSize.set(1024, 1024);
+sun.shadow.camera.left = -92;
+sun.shadow.camera.right = 92;
+sun.shadow.camera.top = 92;
+sun.shadow.camera.bottom = -92;
+sun.shadow.camera.near = 25;
+sun.shadow.camera.far = 190;
+sun.shadow.bias = -0.001;
+sun.shadow.normalBias = 0.6;
+sun.target.position.set(0, 14, 0);
+scene.add(sun, sun.target);
+
+const fillLight = new THREE.DirectionalLight(0xc6dcf0, 0.7);
+fillLight.position.set(-26, 30, -24);
+scene.add(fillLight);
+scene.add(new THREE.HemisphereLight(0xd8ecf8, 0x74855c, 0.7));
+scene.add(new THREE.AmbientLight(0xffffff, 0.18));
+
+/* ---------- palette ---------- */
+const GRASS   = [0x74945c, 0x6b8b53, 0x7d9d64, 0x87a76d];
+const STONE_D = 0x8d9187;
+const STONE_L = 0xb6b7ab;
+const PATH    = 0xa8a393;
+const PLASTER = 0xeadfc6;
+const TIMBER  = 0x7a5238;
+const TIMBER_D= 0x5a3a27;
+const WINDOW  = 0x44362c;
+const ROOF_D  = 0x3d4a54;
+const ROOF_M  = 0x4e5d68;
+const BRONZE  = 0x9d7b4a;
+const GOLD    = 0xd9b355;
+const VERM    = 0xc8352c;
+const CAP     = 0x3a4048;
+const TRUNK   = 0x6b4a35;
+const PINK    = [0xf0a8c2, 0xf8c6da, 0xe291b5];
+const WATER   = 0x4d86a8;
+const WATER_L = 0x62a0bd;
+const LILY    = 0x5e8b57;
+const GLOW    = 0xf6e3b8;
+const CLOUD   = 0xf4f7fb;
+
+/* ---------- voxel builder ---------- */
+const items = [];            // [x0,y0,z0,sx,sy,sz,color]
+function place(x0, y0, z0, sx, sy, sz, c){ items.push([x0, y0, z0, sx, sy, sz, c]); }
+function fill(x0, x1, y0, y1, z0, z1, c){
+  for(let x = x0; x < x1; x++) for(let y = y0; y < y1; y++) for(let z = z0; z < z1; z++) place(x, y, z, 1, 1, 1, c);
+}
+
+const POND = { x0: -16, x1: -7, z0: 5, z1: 15 };
+const inPond = (x, z) => x >= POND.x0 && x <= POND.x1 && z >= POND.z0 && z <= POND.z1;
+
+/* ---------- ground (split around the pond so it reads as a basin) ---------- */
+const HALF = 70;
+const PX0 = POND.x0, PX1 = POND.x1 + 1, PZ0 = POND.z0, PZ1 = POND.z1 + 1;
+place(-HALF, -1.6, -HALF, HALF * 2, 1.6, PZ0 + HALF, 0x77985f);
+place(-HALF, -1.6, PZ1, HALF * 2, 1.6, HALF - PZ1, 0x77985f);
+place(-HALF, -1.6, PZ0, PX0 + HALF, 1.6, PZ1 - PZ0, 0x77985f);
+place(PX1, -1.6, PZ0, HALF - PX1, 1.6, PZ1 - PZ0, 0x77985f);
+place(PX0, -1.9, PZ0, PX1 - PX0, 1.5, PZ1 - PZ0, 0x4a5c52);
+place(-HALF - 12, -5, -HALF - 12, (HALF + 12) * 2, 3.4, (HALF + 12) * 2, 0x63834f);
+for(let i = 0; i < 340; i++){
+  const x = -40 + Math.floor(rng() * 80);
+  const z = -40 + Math.floor(rng() * 80);
+  if(x >= PX0 && x < PX1 && z >= PZ0 && z < PZ1) continue;
+  if(Math.abs(x) < 9 && Math.abs(z) < 9) continue;
+  if(Math.abs(x) < 2.5 && z >= 8 && z < 23) continue;
+  place(x + 0.1, 0, z + 0.1, 0.8, 0.4, 0.8, pick(GRASS));
+}
+
+/* ---------- pond ---------- */
+const water = [];
+for(let x = POND.x0; x <= POND.x1; x++){
+  for(let z = POND.z0; z <= POND.z1; z++){
+    water.push({ x, z, phase: rng() * Math.PI * 2 });
+  }
+}
+for(let x = POND.x0 - 1; x <= POND.x1 + 1; x++){
+  for(let z = POND.z0 - 1; z <= POND.z1 + 1; z++){
+    if(!inPond(x, z)) place(x, -1, z, 1, 1.2, 1, rng() < 0.5 ? STONE_D : STONE_L);
+  }
+}
+for(let i = 0; i < 7; i++){
+  const x = POND.x0 + 1 + Math.floor(rng() * (POND.x1 - POND.x0 - 1));
+  const z = POND.z0 + 1 + Math.floor(rng() * (POND.z1 - POND.z0 - 1));
+  place(x - 0.05, -0.3, z - 0.05, 0.9, 0.2, 0.9, LILY);
+}
+
+/* ---------- stone platform + steps ---------- */
+fill(-8, 8, 0, 1, -8, 8, STONE_D);
+fill(-7, 7, 1, 2, -7, 7, STONE_L);
+fill(-2, 2, 0, 1.35, 8, 9, STONE_L);
+fill(-2, 2, 0, 0.7, 9, 10, STONE_L);
+
+/* ---------- path ---------- */
+for(let z = 10; z < 22; z++) for(let x = -1.5; x < 1.5; x++) place(x, 0, z, 1, 0.35, 1, PATH);
+
+/* ---------- pagoda ---------- */
+const widths = [10, 8, 6, 5, 3];
+
+function storyBody(cx, cz, w, y0, h){
+  const hw = w / 2;
+  const win = w >= 6;
+  for(let j = 0; j < h; j++){
+    const y = y0 + j;
+    const wall = (j === 0 || j === h - 1) ? TIMBER : PLASTER;
+    for(let x = -hw; x < hw; x++){
+      const cornerX = (x === -hw || x === hw - 1);
+      const door = (y0 === 2 && j < 2 && (x === -1 || x === 0));
+      const winF = win && j === h - 2 && (x === -2 || x === 1);
+      const front = door ? TIMBER_D : (winF ? WINDOW : (cornerX ? TIMBER_D : wall));
+      const back  = winF ? WINDOW : (cornerX ? TIMBER_D : wall);
+      place(cx + x, y, cz - hw, 1, 1, 1, front);
+      place(cx + x, y, cz + hw - 1, 1, 1, 1, back);
+    }
+    for(let z = -hw; z < hw; z++){
+      if(z === -hw || z === hw - 1) continue;
+      const winS = win && j === h - 2 && (z === -2 || z === 1);
+      const c = winS ? WINDOW : wall;
+      place(cx - hw, y, cz + z, 1, 1, 1, c);
+      place(cx + hw - 1, y, cz + z, 1, 1, 1, c);
+    }
+  }
+}
+
+function roof(cx, cz, e, y0){
+  const layers = 3;
+  const n = Math.ceil(2 * e);
+  // underside band
+  for(let x = 1; x < n - 1; x++){
+    const x0 = -e + x;
+    place(cx + x0, y0 - 0.5, cz - e + 1, 1, 0.5, 1, ROOF_D);
+    place(cx + x0, y0 - 0.5, cz + e - 2, 1, 0.5, 1, ROOF_D);
+  }
+  for(let z = 1; z < n - 1; z++){
+    const z0 = -e + z;
+    place(cx - e + 1, y0 - 0.5, cz + z0, 1, 0.5, 1, ROOF_D);
+    place(cx + e - 2, y0 - 0.5, cz + z0, 1, 0.5, 1, ROOF_D);
+  }
+  for(let k = 0; k < layers; k++){
+    const ex = e - k;
+    const nk = Math.ceil(2 * ex);
+    const y = y0 + k * 0.8;
+    const col = k === 1 ? ROOF_M : ROOF_D;
+    for(let x = 0; x < nk; x++){
+      const x0 = -ex + x;
+      for(let z = 0; z < nk; z++){
+        const z0 = -ex + z;
+        const edge = (x === 0 || x === nk - 1 || z === 0 || z === nk - 1);
+        if(!edge && k < layers - 1) continue;
+        place(cx + x0, y, cz + z0, 1, 0.8, 1, col);
+      }
+    }
+    if(k === 0){
+      // upturned corner eaves
+      const corners = [[-ex, -ex], [ex - 1, -ex], [-ex, ex - 1], [ex - 1, ex - 1]];
+      for(const [px, pz] of corners){
+        place(cx + px, y + 0.8, cz + pz, 1, 1, 1, ROOF_D);
+        const nx = px === -ex ? 1 : -1;
+        const nz = pz === -ex ? 1 : -1;
+        place(cx + px + nx, y + 0.75, cz + pz, 1, 0.5, 1, ROOF_M);
+        place(cx + px, y + 0.75, cz + pz + nz, 1, 0.5, 1, ROOF_M);
+      }
+    }
+  }
+  // ridge
+  const top = y0 + layers * 0.8;
+  const span = Math.ceil(2 * (e - 3));
+  for(let x = 0; x < span; x++) place(cx - (e - 3) + x, top, cz - 0.5, 1, 0.5, 1, ROOF_D);
+  for(let z = 0; z < span; z++) place(cx - 0.5, top, cz - (e - 3) + z, 1, 0.5, 1, ROOF_D);
+  place(cx - (e - 3), top + 0.5, cz - 0.5, 1, 0.4, 1, GOLD);
+  place(cx + (e - 4), top + 0.5, cz - 0.5, 1, 0.4, 1, GOLD);
+}
+
+let y = 2;
+for(let i = 0; i < widths.length; i++){
+  const w = widths[i];
+  storyBody(0, 0, w, y, 4);
+  roof(0, 0, w / 2 + 2.5, y + 4);
+  y += 6.4;
+}
+/* spire */
+place(-1.5, y, -1.5, 3, 1, 3, STONE_L);
+for(let j = 1; j < 7; j++) place(-0.5, y + j, -0.5, 1, 1, 1, BRONZE);
+[2, 3.2, 4.4].forEach((ry, i) => {
+  const s = 2.6 - i * 0.6;
+  place(-s / 2, y + ry, -s / 2, s, 0.5, s, BRONZE);
+});
+place(-0.35, y + 7, -0.35, 0.7, 0.7, 0.7, GOLD);
+place(-0.2, y + 7.7, -0.2, 0.4, 0.9, 0.4, GOLD);
+
+/* ---------- cherry blossom trees ---------- */
+function tree(tx, tz, h){
+  for(let j = 0; j < h; j++) place(tx - 0.5, j, tz - 0.5, 1, 1, 1, TRUNK);
+  place(tx - 1.5, h - 1, tz - 0.5, 1, 1, 1, TRUNK);
+  place(tx + 0.5, h - 1.3, tz - 0.5, 1, 1, 1, TRUNK);
+  const cy = h + 1.1;
+  const clusters = [[0, 0.3, 0, 2.5], [1.6, 0, 1.2, 2.0], [-1.5, 0.1, -1.3, 2.2]];
+  for(const [ox, oy, oz, r] of clusters){
+    const cx = tx + ox, cyy = cy + oy, cz = tz + oz;
+    const rr = Math.ceil(r);
+    for(let dx = -rr; dx <= rr; dx++){
+      for(let dy = -2; dy <= Math.ceil(r * 0.8); dy++){
+        for(let dz = -rr; dz <= rr; dz++){
+          if(dx * dx + dy * dy * 1.6 + dz * dz > r * r) continue;
+          if(rng() < 0.3) continue;
+          place(cx + dx - 0.45, cyy + dy - 0.45, cz + dz - 0.45, 0.9, 0.9, 0.9, pick(PINK));
+        }
+      }
+    }
+  }
+}
+tree(17, -2, 6);
+tree(13, 16, 7);
+tree(-21, 14, 5);
+tree(-18, -17, 7);
+tree(21, 11, 5);
+
+/* ---------- stone lanterns ---------- */
+function lantern(lx, lz){
+  place(lx - 0.7, 0, lz - 0.7, 1.4, 0.5, 1.4, STONE_D);
+  place(lx - 0.35, 0.5, lz - 0.35, 0.7, 1.3, 0.7, STONE_L);
+  place(lx - 0.6, 1.8, lz - 0.6, 1.2, 0.9, 1.2, GLOW);
+  place(lx - 0.75, 2.7, lz - 0.75, 1.5, 0.5, 1.5, STONE_D);
+}
+lantern(3.5, 13);
+lantern(-3.5, 13);
+
+/* ---------- torii gate ---------- */
+const TZ = 21;
+for(const px of [-5.5, 5.5]){
+  place(px - 1.4, 0, TZ - 1.4, 2.8, 0.7, 2.8, STONE_D);
+  place(px - 1.1, 0.7, TZ - 1.1, 2.2, 11.9, 2.2, VERM);
+}
+place(-8.5, 12.6, TZ - 1.1, 17, 1.1, 2.2, VERM);
+place(-8.5, 13.7, TZ - 1.1, 2.2, 1.1, 2.2, VERM);
+place(6.3, 13.7, TZ - 1.1, 2.2, 1.1, 2.2, VERM);
+place(-9, 14.8, TZ - 1.3, 18, 1.2, 2.6, CAP);
+place(-7, 9.4, TZ - 0.6, 14, 1.1, 1.2, VERM);
+place(-1.6, 10.5, TZ - 0.6, 3.2, 2.1, 1.2, VERM);
+place(-6.6, 10.5, TZ - 0.6, 1.2, 2.1, 1.2, VERM);
+place(5.4, 10.5, TZ - 0.6, 1.2, 2.1, 1.2, VERM);
+
+/* ---------- static instanced mesh ---------- */
+const boxGeo = new THREE.BoxGeometry(1, 1, 1);
+const staticMat = new THREE.MeshLambertMaterial();
+const staticMesh = new THREE.InstancedMesh(boxGeo, staticMat, items.length);
+staticMesh.castShadow = true;
+staticMesh.receiveShadow = true;
+const m4 = new THREE.Matrix4();
+const q0 = new THREE.Quaternion();
+const v3 = new THREE.Vector3();
+const sc = new THREE.Vector3();
+const col = new THREE.Color();
+items.forEach((it, i) => {
+  v3.set(it[0] + it[3] / 2, it[1] + it[4] / 2, it[2] + it[5] / 2);
+  sc.set(it[3], it[4], it[5]);
+  m4.compose(v3, q0, sc);
+  staticMesh.setMatrixAt(i, m4);
+  staticMesh.setColorAt(i, col.setHex(it[6]));
+});
+staticMesh.instanceMatrix.needsUpdate = true;
+staticMesh.instanceColor.needsUpdate = true;
+scene.add(staticMesh);
+
+/* ---------- framing ---------- */
+const orbitR = 56;
+const target = new THREE.Vector3(0, 19, 0);
+const camY = 34;
+
+/* ---------- pond water (animated) ---------- */
+const waterMat = new THREE.MeshStandardMaterial({ roughness: 0.25, metalness: 0.15 });
+const waterMesh = new THREE.InstancedMesh(boxGeo, waterMat, water.length);
+waterMesh.receiveShadow = true;
+water.forEach((w, i) => {
+  v3.set(w.x + 0.5, -0.68, w.z + 0.5);
+  sc.set(1, 0.65, 1);
+  m4.compose(v3, q0, sc);
+  waterMesh.setMatrixAt(i, m4);
+  waterMesh.setColorAt(i, col.setHex(rng() < 0.3 ? WATER_L : WATER));
+});
+waterMesh.instanceMatrix.needsUpdate = true;
+waterMesh.instanceColor.needsUpdate = true;
+scene.add(waterMesh);
+
+/* ---------- clouds ---------- */
+const cloudItems = [];
+for(let i = 0; i < 7; i++){
+  const cx = -50 + rng() * 100, cy = 41 + rng() * 11, cz = -50 + rng() * 100;
+  const n = 9 + Math.floor(rng() * 7);
+  for(let j = 0; j < n; j++){
+    cloudItems.push({
+      x: cx + (rng() - 0.5) * 16, y: cy + (rng() - 0.5) * 3.5, z: cz + (rng() - 0.5) * 12,
+      s: 2 + Math.floor(rng() * 3), speed: 0.5 + rng() * 0.5
+    });
+  }
+}
+const cloudMesh = new THREE.InstancedMesh(boxGeo, new THREE.MeshLambertMaterial(), cloudItems.length);
+cloudItems.forEach((c, i) => {
+  v3.set(c.x, c.y, c.z);
+  sc.set(c.s, 0.8, c.s);
+  m4.compose(v3, q0, sc);
+  cloudMesh.setMatrixAt(i, m4);
+  cloudMesh.setColorAt(i, col.setHex(CLOUD));
+});
+cloudMesh.instanceMatrix.needsUpdate = true;
+cloudMesh.instanceColor.needsUpdate = true;
+scene.add(cloudMesh);
+
+/* ---------- drifting blossom petals ---------- */
+const PETALS = 100;
+const petalGeo = new THREE.BoxGeometry(0.85, 0.22, 0.62);
+const petalMat = new THREE.MeshLambertMaterial({ side: THREE.DoubleSide });
+const petals = new THREE.InstancedMesh(petalGeo, petalMat, PETALS);
+const pstate = [];
+for(let i = 0; i < PETALS; i++){
+  pstate.push({
+    x: (rng() - 0.5) * 44,
+    y: 6 + rng() * 32,
+    z: (rng() - 0.5) * 44,
+    fall: 1.1 + rng() * 1.5,
+    sway: 0.6 + rng() * 1.1,
+    phase: rng() * Math.PI * 2,
+    spin: 0.6 + rng() * 1.6
+  });
+  petals.setColorAt(i, col.setHex(pick(PINK)));
+}
+petals.instanceColor.needsUpdate = true;
+scene.add(petals);
+
+/* ---------- animation ---------- */
+const eul = new THREE.Euler();
+const start = performance.now();
+
+function frame(){
+  const t = (performance.now() - start) / 1000;
+  const a = 0.55 + t * 0.115;
+  camera.position.set(Math.sin(a) * orbitR, camY + Math.sin(t * 0.13) * 5, Math.cos(a) * orbitR);
+  camera.lookAt(target);
+
+  for(let i = 0; i < water.length; i++){
+    const w = water[i];
+    v3.set(w.x + 0.5, -0.68 + Math.sin(t * 1.1 + w.phase) * 0.06, w.z + 0.5);
+    sc.set(1, 0.65, 1);
+    m4.compose(v3, q0, sc);
+    waterMesh.setMatrixAt(i, m4);
+  }
+  waterMesh.instanceMatrix.needsUpdate = true;
+
+  for(let i = 0; i < cloudItems.length; i++){
+    const c = cloudItems[i];
+    const x = ((c.x + t * c.speed + 60) % 120) - 60;
+    v3.set(x, c.y, c.z);
+    sc.set(c.s, 0.8, c.s);
+    m4.compose(v3, q0, sc);
+    cloudMesh.setMatrixAt(i, m4);
+  }
+  cloudMesh.instanceMatrix.needsUpdate = true;
+
+  for(let i = 0; i < PETALS; i++){
+    const p = pstate[i];
+    let py = p.y - t * p.fall;
+    while(py < 0.35) py += 38;
+    v3.set(p.x + Math.sin(t * 0.9 + p.phase) * p.sway, py, p.z + Math.cos(t * 0.7 + p.phase) * p.sway);
+    eul.set(t * p.spin, t * p.spin * 0.7, p.phase);
+    q0.setFromEuler(eul);
+    sc.set(1, 1, 1);
+    m4.compose(v3, q0, sc);
+    petals.setMatrixAt(i, m4);
+  }
+  petals.instanceMatrix.needsUpdate = true;
+
+  renderer.render(scene, camera);
+  requestAnimationFrame(frame);
+}
+
+window.addEventListener('resize', () => {
+  camera.aspect = window.innerWidth / window.innerHeight;
+  camera.updateProjectionMatrix();
+  renderer.setSize(window.innerWidth, window.innerHeight);
+});
+
+frame();
+
+</script>
+</body>
+</html>
diff --git a/oneshots/agent-pagoda/t8-pagoda-heretic2-r1/frames/frame-10000.webp b/oneshots/agent-pagoda/t8-pagoda-heretic2-r1/frames/frame-10000.webp
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diff --git a/oneshots/agent-pagoda/t8-pagoda-heretic2-r1/page.html b/oneshots/agent-pagoda/t8-pagoda-heretic2-r1/page.html
new file mode 100644
index 0000000..80e048c
--- /dev/null
+++ b/oneshots/agent-pagoda/t8-pagoda-heretic2-r1/page.html
@@ -0,0 +1,305 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>Voxel Pagoda — voxel art scene</title>
+<style>
+  html,body{margin:0;padding:0;height:100%;overflow:hidden;background:#c9e2f2}
+  canvas{display:block}
+</style>
+<script type="importmap">
+{
+  "imports": {
+    "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js"
+  }
+}
+</script>
+</head>
+<body>
+<script type="module">
+import * as THREE from 'three';
+
+/* ---------- helpers ---------- */
+function hash(n){
+  const s = Math.sin(n) * 43758.5453123;
+  return s - Math.floor(s);
+}
+function rnd(i,j,k){ return hash(i*127.1 + j*311.7 + k*74.7); }
+function pick(arr, r){ return arr[Math.min(arr.length-1, Math.floor(r*arr.length))]; }
+
+/* ---------- renderer / scene / camera ---------- */
+const renderer = new THREE.WebGLRenderer({ antialias:true, preserveDrawingBuffer:true });
+renderer.setPixelRatio(Math.min(window.devicePixelRatio || 1, 2));
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFShadowMap;
+document.body.appendChild(renderer.domElement);
+
+function resize(){
+  renderer.setSize(window.innerWidth, window.innerHeight);
+}
+window.addEventListener('resize', resize);
+resize();
+
+const scene = new THREE.Scene();
+scene.background = new THREE.Color(0xc9e2f2);
+scene.fog = new THREE.Fog(0xc9e2f2, 70, 170);
+
+const camera = new THREE.PerspectiveCamera(52, 1, 0.1, 400);
+camera.position.set(26, 15, 26);
+camera.lookAt(0, 6, 0);
+
+/* ---------- lights ---------- */
+const hemi = new THREE.HemisphereLight(0xeaf6ff, 0x6f8f5a, 1.1);
+scene.add(hemi);
+scene.add(new THREE.AmbientLight(0xffffff, 0.45));
+
+const sun = new THREE.DirectionalLight(0xfff3d8, 2.6);
+sun.position.set(34, 48, 20);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+sun.shadow.camera.left = -45;
+sun.shadow.camera.right = 45;
+sun.shadow.camera.top = 45;
+sun.shadow.camera.bottom = -45;
+sun.shadow.camera.near = 1;
+sun.shadow.camera.far = 160;
+sun.shadow.bias = -0.0008;
+sun.shadow.radius = 3;
+scene.add(sun);
+
+/* ---------- voxel world (everything is a cube) ---------- */
+const items = []; // {p:[x,y,z], s:[sx,sy,sz], c:color, water:bool}
+function V(px,py,pz, sx,sy,sz, color, water=false){
+  items.push({ p:[px,py,pz], s:[sx,sy,sz], c:color, water });
+}
+
+const C = {
+  grassA:0x82b060, grassB:0x94bd6c, grassC:0x74a256,
+  path:0xd7c89e, pathB:0xcdba90,
+  dirt:0x8a6f4d,
+  stone:0xb9bec4, stoneB:0xa7adb4,
+  wood:0x7a4b2a, woodB:0x6b4126, woodD:0x5d3a22,
+  wall:0xf5ecd8, wallD:0xe8dcbe,
+  eave:0xa5432e, eaveB:0x8e3927,
+  gold:0xd9b64f, goldB:0xc29f3d,
+  torii:0xd7362a, toriiD:0xa5231b,
+  pinkA:0xf7a8c4, pinkB:0xfbc6d8, pinkC:0xf18fb6, pinkD:0xfddbe6,
+  water:0x59a6d8, waterD:0x4892c6,
+  rock:0x9ba0a6, rockD:0x84898f,
+};
+
+/* ---------- ground: voxel lawn with a sand path ---------- */
+const N = 21; // grid radius -> 43x43 voxels
+for (let gx=-N; gx<=N; gx++){
+  for (let gz=-N; gz<=N; gz++){
+    const r = rnd(gx, gz, 7);
+    const dPath = Math.abs(gx - gz) * Math.SQRT1_2; // distance to diagonal line
+    const along = (gx + gz) * Math.SQRT1_2;          // along that line
+    let col = pick([C.grassA, C.grassB, C.grassC, C.grassB, C.grassA], r);
+    if (dPath < 1.4 && along > 6 && along < 18.5) col = pick([C.path, C.pathB], rnd(gx,gz,3));
+    V(gx + 0.06*(r-0.5), 0.3 + 0.08*(r-0.5), gz + 0.06*(r-0.5), 1, 0.6, 1, col);
+  }
+}
+
+/* ---------- stone platform (two slab layers + rim) ---------- */
+function rectFilled(cx, cz, w, d, color){
+  for (let x=-w; x<=w; x++) for (let z=-d; z<=d; z++)
+    V(cx+x, 1.1, cz+z, 1, 0.55, 1, pick([C.stone, C.stoneB], rnd(x+cx+9, z+cz+3, 1)));
+}
+function rectRing(cx, cz, w, d, color){
+  for (let x=-w; x<=w; x++){ V(cx+x, 1.55, cz-d, 1, 0.5, 1, color); V(cx+x, 1.55, cz+d, 1, 0.5, 1, color); }
+  for (let z=-d+1; z<=d-1; z++){ V(cx-w, 1.55, cz+z, 1, 0.5, 1, color); V(cx+w, 1.55, cz+z, 1, 0.5, 1, color); }
+}
+for (let x=-7; x<=7; x++) for (let z=-7; z<=7; z++)
+  V(x, 0.62, z, 1, 0.55, 1, pick([C.stone, C.stoneB], rnd(x+11, z+5, 2)));
+for (let x=-6; x<=6; x++) for (let z=-6; z<=6; z++)
+  V(x, 1.32, z, 1, 0.55, 1, pick([C.stone, C.stoneB], rnd(x+3, z+8, 4)));
+rectRing(0, 0, 6, 6, 0x9aa0a6); // darker rim stones
+
+/* ---------- pagoda: five shrinking stories with upturned eaves ---------- */
+function story(cx, cz, y, half, bodyH, rot){
+  const R = rot * Math.PI / 180;
+  const co = Math.cos(R), so = Math.sin(R);
+  const put = (ix, iz, iy, w, h, d, col) => {
+    const lx = ix*co - iz*so, lz = ix*so + iz*co;
+    V(cx + lx, y + iy, cz + lz, w, h, d, col);
+  };
+  // solid body of walls
+  for (let x=-half; x<=half; x++) for (let z=-half; z<=half; z++)
+    put(x, z, bodyH*0.5, 1, bodyH, 1, pick([C.wall, C.wallD], rnd(x+cx+21, z+cz+13, 5)));
+  // dark wood corner posts
+  for (const [ox,oz] of [[half,half],[-half,half],[half,-half],[-half,-half],[0,half],[0,-half],[half,0],[-half,0]])
+    put(ox, oz, bodyH*0.5, 1.05, bodyH+0.15, 1.05, C.woodD);
+  // eave slab
+  put(0, 0, bodyH + 0.3, 2*half + 3, 0.45, 2*half + 3, 0xa5432e);
+  put(0, 0, bodyH + 0.62, 2*half + 1, 0.25, 2*half + 1, 0x8e3927);
+  // upturned corners: corner cubes lifted, edge cubes half-lifted
+  const eh = half + 1;
+  put(eh, eh, bodyH + 0.75, 1.2, 0.55, 1.2, C.eaveB);
+  put(-eh, eh, bodyH + 0.75, 1.2, 0.55, 1.2, C.eaveB);
+  put(eh, -eh, bodyH + 0.75, 1.2, 0.55, 1.2, C.eaveB);
+  put(-eh, -eh, bodyH + 0.75, 1.2, 0.55, 1.2, C.eaveB);
+  for (const s of [-1,1]){
+    put(eh-1, s*eh, bodyH + 0.42, 1.1, 0.35, 1.1, C.eave);
+    put(s*eh, eh-1, bodyH + 0.42, 1.1, 0.35, 1.1, C.eave);
+    put(-(eh-1), s*eh, bodyH + 0.42, 1.1, 0.35, 1.1, C.eave);
+    put(s*eh, -(eh-1), bodyH + 0.42, 1.1, 0.35, 1.1, C.eave);
+  }
+  return y + bodyH + 0.75;          // top of this story's eave = next base
+}
+let py = 1.6;                       // top of platform
+py = story(0, 0, py, 5, 2.6, 0);
+py = story(0, 0, py, 4, 2.4, 0);
+py = story(0, 0, py, 3, 2.2, 0);
+py = story(0, 0, py, 2, 2.0, 0);
+py = story(0, 0, py, 1, 1.8, 0);
+
+/* spire: gold pole, three shrinking rings, jewel finial */
+for (let ry of [py+1.2, py+2.5, py+3.7])
+  V(0, ry, 0, 1.8 - 0.35*((ry-py)/4), 0.35, 1.8 - 0.35*((ry-py)/4), C.goldB);
+for (let i=0; i<7; i++) V(0, py + 0.3 + i*0.9, 0, 0.5, 0.85, 0.5, i===6 ? C.goldB : C.gold);
+V(0, py + 7.1, 0, 0.3, 0.5, 0.3, C.gold);
+
+/* ---------- red torii gate ---------- */
+(function torii(){
+  const R = -0.7; // facing along the path
+  const co = Math.cos(R), so = Math.sin(R);
+  const cx = 12, cz = 12;
+  const put = (ix, iz, iy, w, h, d, col) => {
+    const lx = ix*co - iz*so, lz = ix*so + iz*co;
+    V(cx + lx, iy, cz + lz, w, h, d, col);
+  };
+  // stone footings
+  put(1.7, 0.6, 0.85, 1.2, 0.5, 1.2, C.rock); put(1.7, -0.6, 0.85, 1.2, 0.5, 1.2, C.rock);
+  put(-1.7, 0.6, 0.85, 1.2, 0.5, 1.2, C.rock); put(-1.7, -0.6, 0.85, 1.2, 0.5, 1.2, C.rock);
+  // two red pillars
+  for (const s of [-1,1])
+    for (let h=0; h<6; h++) put(1.7*s, 0, 1.1 + h*0.95, 0.62, 1.0, 0.62, h%3===2 ? C.toriiD : C.torii);
+  // shimaki (top curved lintel) with raised ends
+  for (let i=-2.4; i<=2.4; i+=0.8) put(i, 0, 6.9, 0.85, 0.55, 0.9, C.torii);
+  put(2.9, 0, 7.25, 0.9, 0.5, 0.9, C.toriiD); put(-2.9, 0, 7.25, 0.9, 0.5, 0.9, C.toriiD);
+  put(0, 0, 7.45, 0.8, 0.4, 0.8, C.toriiD);
+  // nuki (lower crossbeam) + central prop
+  for (let i=-1.7; i<=1.7; i+=0.85) put(i, 0, 5.6, 0.9, 0.5, 0.55, C.toriiD);
+  put(0, 0, 6.35, 0.55, 1.0, 0.55, C.torii);
+})();
+
+/* ---------- pond ---------- */
+(function pond(){
+  const cx = -11, cz = 9;
+  for (let x=-6; x<=6; x++) for (let z=-6; z<=6; z++){
+    const d = Math.hypot(x, z) + 1.1*(rnd(x+cx, z+cz, 9)-0.5);
+    if (d < 5.2) V(cx+x, 0.42, cz+z, 1, 0.34, 1, rnd(x,z,cx) > 0.5 ? C.water : C.waterD, true);
+  }
+  for (let a=0; a<16; a++){
+    const ang = a/16*Math.PI*2;
+    const r = 5.6 + 0.6*(rnd(a,1,2)-0.5);
+    V(cx + r*Math.cos(ang), 0.62, cz + r*Math.sin(ang), 1.15, 0.75, 1.15, rnd(a,a,a,3)>0.5?C.rock:C.rockD);
+  }
+})();
+
+/* ---------- cherry blossom trees ---------- */
+function tree(x, z, h, r, lean){
+  for (let i=0; i<h; i++)
+    V(x + lean*0.28*i*(rnd(i,1,1)-0.5)*2, 1.2 + i*1.05, z + 0.3*i*(rnd(i,2,2)-0.5)*2, 1, 1.1, 1, pick([C.wood,C.woodB,C.woodD], i/h));
+  for (let bx=-3; bx<=3; bx++) for (let by=-2; by<=3; by++) for (let bz=-3; bz<=3; bz++){
+    const d = Math.hypot(bx, by*1.25, bz);
+    if (d <= r + 1.4*(rnd(x+bx, z+bz+by, by) - 0.5)*1.6){
+      const q = rnd(x*bx+by, z*bz+by, bx+bz+by);
+      V(x + bx*0.92, 1.2 + h*1.02 + by*0.85, z + bz*0.92, 1.05, 1.05, 1.05,
+        pick([C.pinkA, C.pinkB, C.pinkC, C.pinkD, C.pinkA], q));
+    }
+  }
+}
+tree(13, -6, 5, 2.6, 0);
+tree(-13, -11, 4, 2.2, 0);
+tree(9, 15, 6, 2.9, 0);
+tree(-7, 16, 4, 2.0, 0);
+tree(17, 5, 3, 1.8, 0);
+
+/* ---------- drifting blossom petals ---------- */
+const PETALS = 110;
+const petals = [];
+for (let i=0; i<PETALS; i++){
+  petals.push({
+    x: (Math.random()*2-1)*18, z: (Math.random()*2-1)*18,
+    y: 3 + Math.random()*16,
+    vy: 0.5 + Math.random()*0.7,
+    sw: 0.4 + Math.random()*0.8,
+    ph: Math.random()*Math.PI*2,
+    rx: Math.random()*Math.PI, ry: Math.random()*Math.PI, rz: Math.random()*Math.PI,
+    spin: (Math.random()*2-1)*0.7,
+  });
+}
+
+/* ---------- build one instanced mesh for every voxel ---------- */
+const boxGeo = new THREE.BoxGeometry(1,1,1);
+const voxelMesh = new THREE.InstancedMesh(boxGeo, new THREE.MeshLambertMaterial(), items.length);
+voxelMesh.castShadow = true;
+voxelMesh.receiveShadow = true;
+const tmpM = new THREE.Matrix4(), tmpP = new THREE.Vector3(), tmpQ = new THREE.Quaternion(), tmpS = new THREE.Vector3();
+const tmpE = new THREE.Euler(), tmpC = new THREE.Color();
+for (let i=0; i<items.length; i++){
+  const it = items[i];
+  tmpM.makeScale(it.s[0], it.s[1], it.s[2]);
+  tmpM.setPosition(it.p[0], it.p[1], it.p[2]);
+  voxelMesh.setMatrixAt(i, tmpM);
+  voxelMesh.setColorAt(i, tmpC.setHex(it.c));
+}
+voxelMesh.instanceMatrix.needsUpdate = true;
+voxelMesh.instanceColor.needsUpdate = true;
+scene.add(voxelMesh);
+
+/* ---------- petal mesh ---------- */
+const petalMesh = new THREE.InstancedMesh(boxGeo, new THREE.MeshLambertMaterial(), PETALS);
+petalMesh.castShadow = true;
+petalMesh.receiveShadow = true;
+petalMesh.instanceMatrix.setUsage(THREE.DynamicDrawUsage);
+for (let i=0; i<PETALS; i++) petalMesh.setColorAt(i, tmpC.setHex(rnd(i,i,1)>0.5 ? C.pinkB : C.pinkA));
+petalMesh.instanceColor.needsUpdate = true;
+scene.add(petalMesh);
+
+/* ---------- animate ---------- */
+let last = performance.now();
+let elapsed = 0;
+window.__scene = scene; window.__petals = petals; window.__camera = camera;
+function tick(){
+  const now = performance.now();
+  const dt = Math.min((now - last) / 1000, 0.1);
+  last = now;
+  elapsed += dt;
+
+  // slow orbit
+  const a = 0.7 + elapsed * 0.055;
+  camera.position.set(Math.cos(a)*29, 13.5 + 2.5*Math.sin(elapsed*0.05), Math.sin(a)*29);
+  camera.lookAt(0, 6, 0);
+
+  // petals drift down, sway and tumble; respawn high up on landing
+  for (let i=0; i<PETALS; i++){
+    const p = petals[i];
+    p.y -= p.vy * dt;
+    if (p.y < 0.6){
+      p.y = 15 + Math.random()*7;
+      p.x = (Math.random()*2-1)*16;
+      p.z = (Math.random()*2-1)*16;
+    }
+    p.rx += p.spin*dt; p.rz += p.spin*0.6*dt;
+    const swx = Math.sin(elapsed*p.sw + p.ph)*0.7;
+    const swz = Math.cos(elapsed*p.sw*0.8 + p.ph)*0.7;
+    tmpE.set(p.rx, p.ry, p.rz);
+    tmpQ.setFromEuler(tmpE);
+    tmpP.set(p.x + swx, p.y, p.z + swz);
+    tmpS.set(0.34, 0.09, 0.34);
+    tmpM.compose(tmpP, tmpQ, tmpS);
+    petalMesh.setMatrixAt(i, tmpM);
+  }
+  petalMesh.instanceMatrix.needsUpdate = true;
+
+  renderer.render(scene, camera);
+  requestAnimationFrame(tick);
+}
+tick();
+</script>
+</body>
+</html>
diff --git a/oneshots/agent-pagoda/t8-pagoda-orcarouter-r1/frames/frame-10000.webp b/oneshots/agent-pagoda/t8-pagoda-orcarouter-r1/frames/frame-10000.webp
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diff --git a/oneshots/agent-pagoda/t8-pagoda-orcarouter-r1/page.html b/oneshots/agent-pagoda/t8-pagoda-orcarouter-r1/page.html
new file mode 100644
index 0000000..2be3cdf
--- /dev/null
+++ b/oneshots/agent-pagoda/t8-pagoda-orcarouter-r1/page.html
@@ -0,0 +1,281 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<title>Voxel Pagoda</title>
+<style>
+  html,body{margin:0;width:100%;height:100%;overflow:hidden;background:#fde7ef;}
+  canvas{display:block;}
+</style>
+<script type="importmap">
+{ "imports": { "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js" } }
+</script>
+</head>
+<body>
+<script type="module">
+import * as THREE from 'three';
+
+// ---------- helpers ----------
+function mulberry32(a){return function(){a|=0;a=a+0x6D2B79F5|0;let t=Math.imul(a^a>>>15,1|a);t=t+Math.imul(t^t>>>7,61|t)^t;return((t^t>>>14)>>>0)/4294967296;};}
+const rnd = mulberry32(20261017);
+const pick = arr => arr[Math.floor(rnd()*arr.length)];
+
+// ---------- scene ----------
+const scene = new THREE.Scene();
+scene.background = new THREE.Color(0xf8ecf2);
+scene.fog = new THREE.Fog(0xf8ecf2, 90, 240);
+
+const camera = new THREE.PerspectiveCamera(50, window.innerWidth/window.innerHeight, 0.1, 500);
+
+const renderer = new THREE.WebGLRenderer({antialias:true, preserveDrawingBuffer:true});
+renderer.setSize(window.innerWidth, window.innerHeight);
+renderer.setPixelRatio(Math.min(window.devicePixelRatio, 2));
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFSoftShadowMap;
+document.body.appendChild(renderer.domElement);
+
+// ---------- lights ----------
+const hemi = new THREE.HemisphereLight(0xcfe4ff, 0x8d7b64, 3.0);
+scene.add(hemi);
+
+const sun = new THREE.DirectionalLight(0xfff1d6, 8);
+sun.position.set(38, 52, 26);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+sun.shadow.camera.left = -60; sun.shadow.camera.right = 60;
+sun.shadow.camera.top = 60;  sun.shadow.camera.bottom = -60;
+sun.shadow.camera.near = 5;  sun.shadow.camera.far = 200;
+sun.shadow.normalBias = 0.05;
+scene.add(sun);
+
+const fill = new THREE.DirectionalLight(0xffd7e6, 1.6);
+fill.position.set(-30, 25, -40);
+scene.add(fill);
+
+// ---------- cube batching ----------
+const statics = []; // {x,y,z,c} center positions
+function cube(x, y, z, c){ statics.push({x:x+0.5, y:y+0.5, z:z+0.5, c}); }
+
+// palettes
+const GRASS  = [0x6fae4e, 0x66a246, 0x7cba58];
+const STONE  = [0x9e9a90, 0xa8a49a, 0x948f85];
+const PATHC  = [0xc4b89a, 0xbcae90];
+const DARKSTONE = 0x7d7a72;
+const CREAM  = [0xf2e7d5, 0xeaddc8];
+const DARKWOOD = 0x4a3b2f;
+const RED    = 0xb5352a;
+const DOORDARK = 0x2c2620;
+const SLATE  = [0x4a5262, 0x444c5c, 0x515a6b];
+const SLATEDK= 0x3a4150;
+const GOLD   = 0xe8b64a;
+const TRUNK  = 0x6b4a33;
+const BLOSSOM= [0xf9b9d2, 0xffcfe0, 0xf2a3c2, 0xf7b0cd];
+const WATER  = [0x3a7ca8, 0x4287b3, 0x357ba5];
+const TORII  = 0xd63b2c;
+const KASAGI = 0x332f2c;
+
+// ---------- ground with pond + path ----------
+const waterList = [];
+for(let x=-30; x<=30; x++){
+  for(let z=-30; z<=30; z++){
+    const d = Math.hypot(x+15, z-8);
+    if(d <= 4.2){ waterList.push([x+0.75, -1+0.5-0.25, z+0.75]); }
+    else if(d <= 5.4){ cube(x, -1, z, DARKSTONE); }
+    else if(x >= -1 && x <= 1 && z >= 10 && z <= 19){ cube(x, -1, z, pick(PATHC)); }
+    else { cube(x, -1, z, pick(GRASS)); }
+  }
+}
+
+// ---------- stone platform ----------
+for(let x=-9; x<=9; x++) for(let z=-9; z<=9; z++) for(let y=0; y<=1; y++) cube(x, y, z, pick(STONE));
+// step in front
+for(let x=-2; x<=2; x++) cube(x, 0, 10, pick(STONE));
+// railing posts around platform edge
+for(let i=-9; i<=9; i+=3){
+  if(!(zGap(i))){ cube(i, 2, 9, DARKSTONE); }
+  cube(i, 2, -9, DARKSTONE);
+  cube(9, 2, i, DARKSTONE); cube(-9, 2, i, DARKSTONE);
+}
+function zGap(i){ return Math.abs(i) <= 1; }
+
+// ---------- pagoda ----------
+const tiers = [[2,6],[6,5],[10,4],[14,3],[18,2]];
+tiers.forEach(([base, s], i) => {
+  for(let y=base; y<=base+2; y++){
+    for(let x=-s; x<=s; x++){
+      for(let z=-s; z<=s; z++){
+        const surf = (Math.abs(x)===s || Math.abs(z)===s);
+        const corner = (Math.abs(x)===s && Math.abs(z)===s);
+        let c;
+        if(y === base+2 && surf) c = RED;
+        else if(corner) c = DARKWOOD;
+        else if(i===0 && z===s && x===0 && y<=base+1) c = DOORDARK;
+        else if(surf && y===base+1 && ((x===0 && Math.abs(z)===s) || (z===0 && Math.abs(x)===s))) c = DOORDARK;
+        else c = surf ? pick(CREAM) : DARKWOOD;
+        cube(x, y, z, c);
+      }
+    }
+  }
+});
+// roofs: solid stepped slabs with lifted corners
+tiers.forEach(([base, s], i) => {
+  const S = s + 2;
+  if(i < 4){
+    for(let x=-S; x<=S; x++) for(let z=-S; z<=S; z++) cube(x, base+3, z, pick(SLATE));
+    cube(S, base+4, S, SLATEDK); cube(-S, base+4, S, SLATEDK);
+    cube(S, base+4, -S, SLATEDK); cube(-S, base+4, -S, SLATEDK);
+  } else {
+    // top pyramid roof
+    for(let x=-4; x<=4; x++) for(let z=-4; z<=4; z++) cube(x, 21, z, pick(SLATE));
+    for(let x=-3; x<=3; x++) for(let z=-3; z<=3; z++) cube(x, 22, z, pick(SLATE));
+    for(let x=-2; x<=2; x++) for(let z=-2; z<=2; z++) cube(x, 23, z, pick(SLATE));
+    cube(0, 24, 0, pick(SLATE));
+    cube(4, 22, 4, SLATEDK); cube(-4, 22, 4, SLATEDK);
+    cube(4, 22, -4, SLATEDK); cube(-4, 22, -4, SLATEDK);
+  }
+});
+// spire
+for(let y=25; y<=31; y++) cube(0, y, 0, GOLD);
+[[26],[28]].forEach(ry => {
+  cube(1, ry[0], 0, GOLD); cube(-1, ry[0], 0, GOLD);
+  cube(0, ry[0], 1, GOLD); cube(0, ry[0], -1, GOLD);
+});
+cube(0, 32, 0, GOLD);
+
+// ---------- torii gate at z=20 ----------
+for(const px of [-5, 5]){
+  cube(px, 0, 20, DARKSTONE);
+  for(let y=1; y<=9; y++) cube(px, y, 20, TORII);
+}
+for(let x=-8; x<=8; x++) cube(x, 10, 20, KASAGI);
+cube(8, 11, 20, KASAGI); cube(-8, 11, 20, KASAGI);
+for(let x=-7; x<=7; x++){ if(Math.abs(x) !== 5) cube(x, 7, 20, TORII); }
+cube(0, 8, 20, TORII); cube(0, 9, 20, TORII);
+
+// ---------- stone lanterns beside path ----------
+function lantern(lx, lz){
+  cube(lx, 0, lz, DARKSTONE);
+  cube(lx, 1, lz, pick(STONE));
+  cube(lx, 2, lz, 0xffe9a8);
+  cube(lx, 3, lz, pick(STONE));
+}
+lantern(-4, 14); lantern(4, 14);
+
+// ---------- cherry blossom trees ----------
+function tree(cx, cz, seed){
+  const r2 = mulberry32(seed);
+  const th = 4 + Math.floor(r2()*3);
+  for(let y=0; y<th; y++) cube(cx, y, cz, TRUNK);
+  if(r2()<0.6) cube(cx, th, cz, TRUNK);
+  for(let dx=-4; dx<=4; dx++){
+    for(let dz=-4; dz<=4; dz++){
+      for(let dy=0; dy<=4; dy++){
+        const d = dx*dx + dz*dz + dy*dy*1.6;
+        if(d <= 13 + r2()*4){
+          const yy = th + dy;
+          if(dx===0 && dz===0 && yy < th+1) continue;
+          cube(cx+dx, yy, cz+dz, BLOSSOM[Math.floor(r2()*BLOSSOM.length)]);
+        }
+      }
+    }
+  }
+}
+tree(-22, -14, 11); tree(22, -10, 22); tree(-16, 22, 33); tree(18, 20, 44); tree(-24, 4, 55);
+
+// ---------- static instanced mesh ----------
+const boxGeo = new THREE.BoxGeometry(1, 1, 1);
+const staticMat = new THREE.MeshLambertMaterial();
+const staticMesh = new THREE.InstancedMesh(boxGeo, staticMat, statics.length);
+staticMesh.castShadow = true;
+staticMesh.receiveShadow = true;
+{
+  const m = new THREE.Matrix4(); const col = new THREE.Color();
+  statics.forEach((e, i) => {
+    m.makeTranslation(e.x, e.y, e.z);
+    staticMesh.setMatrixAt(i, m);
+    staticMesh.setColorAt(i, col.setHex(e.c));
+  });
+}
+scene.add(staticMesh);
+
+// ---------- water ----------
+const waterMesh = new THREE.InstancedMesh(boxGeo, new THREE.MeshPhongMaterial({shininess:90, specular:0x88bbee}), waterList.length);
+waterMesh.receiveShadow = true;
+{
+  const m = new THREE.Matrix4(); const col = new THREE.Color();
+  waterList.forEach((p, i) => {
+    m.makeTranslation(p[0], p[1], p[2]);
+    waterMesh.setMatrixAt(i, m);
+    waterMesh.setColorAt(i, col.setHex(WATER[i % WATER.length]));
+  });
+}
+scene.add(waterMesh);
+
+// ---------- petals ----------
+const NP = 110;
+const petalGeo = new THREE.BoxGeometry(0.5, 0.1, 0.7);
+const petalMesh = new THREE.InstancedMesh(petalGeo, new THREE.MeshLambertMaterial(), NP);
+petalMesh.instanceMatrix.setUsage(THREE.DynamicDrawUsage);
+const petals = [];
+for(let i=0; i<NP; i++){
+  petals.push({
+    x: (rnd()*2-1)*26, z: (rnd()*2-1)*26,
+    y0: rnd()*26, speed: 0.6 + rnd()*0.8,
+    phase: rnd()*Math.PI*2, wf: 0.4 + rnd()*0.8, spin: 0.5 + rnd()*1.2,
+    shade: BLOSSOM[Math.floor(rnd()*BLOSSOM.length)]
+  });
+}
+scene.add(petalMesh);
+
+// ---------- camera orbit ----------
+const R = 46, H = 16, TY = 12, START = 0;
+const SPEED = 0.07;
+
+const _m = new THREE.Matrix4();
+const _q = new THREE.Quaternion();
+const _e = new THREE.Euler();
+const _p = new THREE.Vector3();
+const _s = new THREE.Vector3(1,1,1);
+const _col = new THREE.Color();
+
+function updatePetals(t){
+  for(let i=0; i<NP; i++){
+    const pt = petals[i];
+    let y = pt.y0 - t*pt.speed;
+    y = ((y % 26) + 26) % 26;
+    const px = pt.x + Math.sin(t*pt.wf + pt.phase)*1.4;
+    const pz = pt.z + Math.cos(t*pt.wf*0.9 + pt.phase)*1.4;
+    _e.set(t*pt.spin*0.7, pt.phase*3 + t*pt.spin, t*pt.spin*0.5);
+    _q.setFromEuler(_e);
+    _p.set(px, Math.max(y, 0.15), pz);
+    _m.compose(_p, _q, _s);
+    petalMesh.setMatrixAt(i, _m);
+    petalMesh.setColorAt(i, _col.setHex(pt.shade));
+  }
+  petalMesh.instanceMatrix.needsUpdate = true;
+  if(petalMesh.instanceColor) petalMesh.instanceColor.needsUpdate = true;
+}
+
+window.addEventListener('resize', () => {
+  camera.aspect = window.innerWidth/window.innerHeight;
+  camera.updateProjectionMatrix();
+  renderer.setSize(window.innerWidth, window.innerHeight);
+});
+
+const clock = new THREE.Clock();
+function animate(){
+  const t = clock.getElapsedTime();
+  const a = START + t*SPEED;
+  camera.position.set(Math.sin(a)*R, H, Math.cos(a)*R);
+  camera.lookAt(0, TY, 0);
+  updatePetals(t);
+  renderer.render(scene, camera);
+  window.__frame = (window.__frame||0)+1;
+}
+renderer.setAnimationLoop(animate);
+
+window.__scene = scene; window.__camera = camera; window.__renderer = renderer; window.__THREE = THREE;
+window.__staticMesh = staticMesh; window.__waterMesh = waterMesh; window.__petalMesh = petalMesh; window.__items = statics;
+</script>
+</body>
+</html>
diff --git a/oneshots/agent-pagoda/t8-pagoda-orcasaq2-r1/frames/frame-10000.webp b/oneshots/agent-pagoda/t8-pagoda-orcasaq2-r1/frames/frame-10000.webp
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diff --git a/oneshots/agent-pagoda/t8-pagoda-orcasaq2-r1/page.html b/oneshots/agent-pagoda/t8-pagoda-orcasaq2-r1/page.html
new file mode 100644
index 0000000..75f7045
--- /dev/null
+++ b/oneshots/agent-pagoda/t8-pagoda-orcasaq2-r1/page.html
@@ -0,0 +1,352 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>Voxel Pagoda Garden</title>
+<style>
+  html, body { margin: 0; height: 100%; overflow: hidden; background: #bcd7ee; }
+  canvas { display: block; }
+</style>
+</head>
+<body>
+<script type="module">
+import * as THREE from 'https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js';
+
+const scene = new THREE.Scene();
+scene.background = new THREE.Color(0xbcd7ee);
+scene.fog = new THREE.Fog(0xbcd7ee, 75, 190);
+
+const camera = new THREE.PerspectiveCamera(50, innerWidth / innerHeight, 0.1, 500);
+const renderer = new THREE.WebGLRenderer({ antialias: true, preserveDrawingBuffer: true });
+renderer.setPixelRatio(Math.min(window.devicePixelRatio || 1, 1.5));
+renderer.setSize(innerWidth, innerHeight);
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFShadowMap;
+renderer.toneMapping = THREE.ACESFilmicToneMapping;
+renderer.toneMappingExposure = 1.15;
+document.body.appendChild(renderer.domElement);
+
+addEventListener('resize', () => {
+  camera.aspect = innerWidth / innerHeight;
+  camera.updateProjectionMatrix();
+  renderer.setSize(innerWidth, innerHeight);
+});
+
+// ---------- lights ----------
+scene.add(new THREE.HemisphereLight(0xdfeaff, 0x7a9a6a, 1.1));
+const sun = new THREE.DirectionalLight(0xfff1dc, 2.6);
+sun.position.set(28, 42, 18);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+sun.shadow.camera.left = -48;
+sun.shadow.camera.right = 48;
+sun.shadow.camera.top = 48;
+sun.shadow.camera.bottom = -48;
+sun.shadow.camera.near = 1;
+sun.shadow.camera.far = 140;
+sun.shadow.bias = -0.0004;
+sun.shadow.normalBias = 0.5;
+scene.add(sun);
+scene.add(sun.target);
+
+// ---------- material registry & merged-box builder ----------
+const MATS = {};
+function mkMat(key, color, extra) {
+  MATS[key] = new THREE.MeshLambertMaterial(Object.assign({ color }, extra || {}));
+  return key;
+}
+const _mat = { ground: mkMat('ground', 0x7fae62), stone1: mkMat('stone1', 0x9b9b93), stone2: mkMat('stone2', 0xa5a59c), stone3: mkMat('stone3', 0x90908a), body: mkMat('body', 0xb25a38), dark: mkMat('dark', 0x38271f), eave1: mkMat('eave1', 0x45414d), eave2: mkMat('eave2', 0x5a5566), eave3: mkMat('eave3', 0x67616f), spire1: mkMat('spire1', 0x7a5f38), spire2: mkMat('spire2', 0x8a6d3f), spire3: mkMat('spire3', 0x96764a), gold: mkMat('gold', 0xd9a441), red: mkMat('red', 0xd84a35), cap: mkMat('cap', 0x3a3a40), trunk: mkMat('trunk', 0x5d473a), pink1: mkMat('pink1', 0xf7b7ca), pink2: mkMat('pink2', 0xf9c9d8), pink3: mkMat('pink3', 0xf1a3bb), pondfloor: mkMat('pondfloor', 0x3f5f8a), rim: mkMat('rim', 0x8f8f88), lily: mkMat('lily', 0x6f9e57), path: mkMat('path', 0x9a9a92), lt1: mkMat('lt1', 0x94948c), lt2: mkMat('lt2', 0x8a8a82), lamp: mkMat('lamp', 0xf4d27a, { emissive: 0xf4d27a, emissiveIntensity: 0.8 }), g1: mkMat('g1', 0x6f9e57), g2: mkMat('g2', 0x79a85f), g3: mkMat('g3', 0x659650), g4: mkMat('g4', 0x82b06a), rock: mkMat('rock', 0x8d8d85) };
+
+const buckets = new Map();
+function addBox(w, h, d, x, y, z, key, rot, parent) {
+  let b = buckets.get(key);
+  if (!b) { b = { pos: [], nor: [], idx: [], base: 0 }; buckets.set(key, b); }
+  const g = new THREE.BoxGeometry(w, h, d);
+  const p = g.attributes.position, n = g.attributes.normal, ix = g.index;
+  const e = new THREE.Euler(rot ? rot[0] : 0, rot ? rot[1] : 0, rot ? rot[2] : 0);
+  const q = new THREE.Quaternion().setFromEuler(e);
+  let m = new THREE.Matrix4().compose(new THREE.Vector3(x, y, z), q, new THREE.Vector3(1, 1, 1));
+  if (parent) {
+    const pm = new THREE.Matrix4();
+    const pq = new THREE.Quaternion().setFromEuler(parent.rotation);
+    pm.compose(parent.position, pq, new THREE.Vector3(1, 1, 1));
+    m = pm.multiply(m);
+  }
+  const nm = new THREE.Matrix3().getNormalMatrix(m);
+  const v = new THREE.Vector3();
+  for (let i = 0; i < p.count; i++) {
+    v.fromBufferAttribute(p, i).applyMatrix4(m);
+    b.pos.push(v.x, v.y, v.z);
+    v.fromBufferAttribute(n, i).applyMatrix3(nm);
+    b.nor.push(v.x, v.y, v.z);
+  }
+  for (let i = 0; i < ix.count; i++) b.idx.push(ix.array[i] + b.base);
+  b.base += p.count;
+  g.dispose();
+}
+function buildBuckets() {
+  for (const [key, b] of buckets) {
+    const geo = new THREE.BufferGeometry();
+    geo.setAttribute('position', new THREE.Float32BufferAttribute(b.pos, 3));
+    geo.setAttribute('normal', new THREE.Float32BufferAttribute(b.nor, 3));
+    geo.setIndex(b.idx);
+    const mesh = new THREE.Mesh(geo, MATS[key]);
+    mesh.castShadow = true;
+    mesh.receiveShadow = true;
+    scene.add(mesh);
+  }
+}
+
+// ---------- ground ----------
+addBox(92, 0.6, 92, 0, -0.3, 0, _mat.ground);
+
+// ---------- stone platform ----------
+addBox(16, 0.8, 16, 0, 0.4, 0, _mat.stone1);
+addBox(13, 0.8, 13, 0, 1.2, 0, _mat.stone2);
+addBox(10.5, 0.8, 10.5, 0, 2.0, 0, _mat.stone3);
+
+// ---------- five-story pagoda ----------
+const bodyW = [6.4, 5.8, 5.2, 4.6, 4.0];
+const overhang = [3.4, 3.0, 2.6, 2.2, 1.8];
+const bodyH = 2.3;
+let y = 2.4;
+for (let i = 0; i < 5; i++) {
+  const b = bodyW[i];
+  addBox(b, bodyH, b, 0, y + bodyH / 2, 0, _mat.body);
+  if (i === 0) {
+    addBox(1.5, 1.9, 0.16, 0, y + 0.95, b / 2 + 0.03, _mat.dark);
+  } else {
+    addBox(0.9, 1.3, 0.16, -b * 0.22, y + 1.25, b / 2 + 0.03, _mat.dark);
+    addBox(0.9, 1.3, 0.16, b * 0.22, y + 1.25, b / 2 + 0.03, _mat.dark);
+  }
+  const e = b + overhang[i];
+  addBox(e, 0.55, e, 0, y + bodyH - 0.275, 0, _mat.eave1);
+  for (const sx of [-1, 1]) {
+    for (const sz of [-1, 1]) {
+      const cx = sx * e / 2, cz = sz * e / 2;
+      addBox(1.15, 0.4, 1.15, cx + sx * 0.15, y + bodyH + 0.05, cz + sz * 0.15, _mat.eave2);
+      addBox(0.85, 0.35, 0.85, cx + sx * 0.95, y + bodyH + 0.45, cz + sz * 0.95, _mat.eave2);
+      addBox(0.6, 0.3, 0.6, cx + sx * 1.55, y + bodyH + 0.85, cz + sz * 1.55, _mat.eave3);
+    }
+  }
+  y += bodyH;
+}
+// spire (sorin)
+addBox(2.2, 0.45, 2.2, 0, y + 0.22, 0, _mat.spire1);
+addBox(0.6, 3.4, 0.6, 0, y + 1.95, 0, _mat.spire2);
+const rings = [2.0, 1.7, 1.4, 1.1, 0.8];
+const rh = [0.32, 0.3, 0.28, 0.26, 0.24];
+let ry = y + 3.75;
+for (let i = 0; i < rings.length; i++) {
+  addBox(rings[i], rh[i], rings[i], 0, ry, 0, _mat.spire3);
+  ry += 0.42;
+}
+addBox(0.55, 0.55, 0.55, 0, ry + 0.15, 0, _mat.gold);
+addBox(0.2, 0.5, 0.2, 0, ry + 0.7, 0, _mat.gold);
+
+// ---------- red torii gate ----------
+const gate = new THREE.Group();
+gate.position.set(12, 0, 10);
+gate.rotation.y = Math.atan2(-12, -10);
+scene.add(gate);
+for (const s of [-1, 1]) {
+  addBox(1.2, 0.5, 1.2, s * 2.4, 0.25, 0, _mat.stone1, null, gate);
+  addBox(0.85, 4.6, 0.85, s * 2.4, 2.3, 0, _mat.red, null, gate);
+}
+addBox(6.4, 0.5, 0.6, 0, 3.3, 0, _mat.red, null, gate);
+addBox(0.4, 0.9, 0.5, 0, 3.95, 0, _mat.red, null, gate);
+addBox(7.6, 0.5, 1.1, 0, 4.55, 0, _mat.red, null, gate);
+addBox(7.9, 0.22, 1.3, 0, 4.95, 0, _mat.cap, null, gate);
+for (const s of [-1, 1]) {
+  addBox(1.0, 0.3, 1.2, s * 3.9, 5.14, 0, _mat.cap, [0, 0, s * 0.3], gate);
+}
+
+// ---------- cherry blossom trees ----------
+const treePos = [[-12, -8], [14.5, -6], [-15, 7], [7, 16]];
+for (const [tx, tz] of treePos) {
+  const g = new THREE.Group();
+  g.position.set(tx, 0, tz);
+  g.rotation.y = Math.random() * Math.PI * 2;
+  scene.add(g);
+  addBox(0.9, 2.6, 0.9, 0, 1.3, 0, _mat.trunk, null, g);
+  addBox(0.55, 1.8, 0.55, 0.7, 3.2, 0.4, _mat.trunk, [0, 0, -0.5], g);
+  addBox(0.5, 1.6, 0.5, -0.6, 3.0, -0.3, _mat.trunk, [0.4, 0, 0.4], g);
+  addBox(4.6, 3.0, 4.6, 0, 4.6, 0, _mat.pink1, null, g);
+  addBox(2.8, 2.2, 2.6, 2.0, 5.6, 1.2, _mat.pink2, null, g);
+  addBox(2.6, 2.0, 2.8, -2.1, 5.4, -0.8, _mat.pink2, null, g);
+  addBox(2.4, 1.8, 2.4, 0.4, 6.2, -1.8, _mat.pink3, null, g);
+  addBox(2.2, 1.7, 2.2, -0.8, 6.4, 0.9, _mat.pink1, null, g);
+  addBox(2.0, 1.6, 2.0, 1.6, 4.2, -1.9, _mat.pink3, null, g);
+}
+
+// ---------- pond ----------
+const PX = -3, PZ = 14.5;
+addBox(8.4, 0.2, 4.7, PX, -0.12, PZ, _mat.pondfloor);
+addBox(9.6, 0.5, 1.0, PX, 0.18, PZ - 2.85, _mat.rim);
+addBox(9.6, 0.5, 1.0, PX, 0.18, PZ + 2.85, _mat.rim);
+addBox(1.0, 0.5, 4.7, PX - 4.3, 0.18, PZ, _mat.rim);
+addBox(1.0, 0.5, 4.7, PX + 4.3, 0.18, PZ, _mat.rim);
+for (let i = 0; i < 4; i++) {
+  addBox(0.7, 0.06, 0.7, PX + (Math.random() - 0.5) * 6.5, 0.16, PZ + (Math.random() - 0.5) * 3.4, _mat.lily);
+}
+for (let i = 0; i < 6; i++) {
+  addBox(0.25, 0.03, 0.16, PX + (Math.random() - 0.5) * 7, 0.16, PZ + (Math.random() - 0.5) * 3.8, _mat.pink2, [0, Math.random() * Math.PI, 0]);
+}
+
+// ---------- stone path ----------
+const pathAngle = Math.atan2(0.768, 0.640);
+const stones = [[4.8, 3.6], [6.9, 5.7], [9.0, 7.8], [10.9, 9.6]];
+for (const [sx, sz] of stones) {
+  addBox(1.5, 0.22, 1.1, sx, 0.11, sz, _mat.path, [0, Math.PI / 2 - pathAngle, 0]);
+}
+
+// ---------- stone lanterns ----------
+function lantern(x, z) {
+  addBox(0.9, 0.4, 0.9, x, 0.2, z, _mat.lt1);
+  addBox(0.35, 1.1, 0.35, x, 0.95, z, _mat.lt2);
+  addBox(0.34, 0.34, 0.34, x, 1.66, z, _mat.lamp);
+  addBox(1.1, 0.45, 1.1, x, 1.75, z, _mat.lt1);
+  addBox(1.35, 0.22, 1.35, x, 2.05, z, _mat.lt2);
+  addBox(0.3, 0.25, 0.3, x, 2.25, z, _mat.lt1);
+}
+lantern(4.2, 4.2);
+lantern(-7.5, 10.5);
+
+// ---------- grass tufts & rocks ----------
+const grassKeys = [_mat.g1, _mat.g2, _mat.g3, _mat.g4];
+function clearOf(x, z, pad) {
+  if (Math.abs(x) < 9.5 + pad && Math.abs(z) < 9.5 + pad) return false;
+  if (x > -8.6 - pad && x < 2.6 + pad && z > 10.2 - pad && z < 18.8 + pad) return false;
+  if (Math.hypot(x - 12, z - 10) < 3.6 + pad) return false;
+  for (const [tx, tz] of treePos) if (Math.hypot(x - tx, z - tz) < 2.0 + pad) return false;
+  return true;
+}
+for (let i = 0; i < 130; i++) {
+  for (let t = 0; t < 25; t++) {
+    const a = Math.random() * Math.PI * 2;
+    const r = 9.5 + Math.random() * 33;
+    const x = Math.cos(a) * r, z = Math.sin(a) * r;
+    if (!clearOf(x, z, 0)) continue;
+    const h = 0.25 + Math.random() * 0.45;
+    const s = 0.4 + Math.random() * 0.8;
+    addBox(s, h, s, x, h / 2, z, grassKeys[i % 4]);
+    break;
+  }
+}
+for (let i = 0; i < 10; i++) {
+  for (let t = 0; t < 25; t++) {
+    const a = Math.random() * Math.PI * 2;
+    const r = 10 + Math.random() * 32;
+    const x = Math.cos(a) * r, z = Math.sin(a) * r;
+    if (!clearOf(x, z, 0.2)) continue;
+    const s = 0.4 + Math.random() * 0.6;
+    addBox(s, s * 0.6, s, x, s * 0.3, z, _mat.rock);
+    break;
+  }
+}
+
+// ---------- water (separate material) ----------
+const water = new THREE.Mesh(
+  new THREE.BoxGeometry(8.4, 0.12, 4.7),
+  new THREE.MeshPhongMaterial({ color: 0x4f86c2, shininess: 90, specular: 0x99c4ff })
+);
+water.position.set(PX, 0.08, PZ);
+water.receiveShadow = true;
+scene.add(water);
+
+buildBuckets();
+
+// ---------- falling blossom petals (instanced) ----------
+const PETALS = 60;
+const petalInst = new THREE.InstancedMesh(
+  new THREE.BoxGeometry(0.26, 0.02, 0.18),
+  new THREE.MeshLambertMaterial({ color: 0xf9c2d0 }),
+  PETALS
+);
+petalInst.instanceMatrix.setUsage(THREE.DynamicDrawUsage);
+petalInst.castShadow = true;
+scene.add(petalInst);
+const petalData = [];
+function spawnPetal(p, first) {
+  const ti = (Math.random() * treePos.length) | 0;
+  const [tx, tz] = treePos[ti];
+  p.x = tx + (Math.random() - 0.5) * 8;
+  p.z = tz + (Math.random() - 0.5) * 8;
+  p.y = first ? 1 + Math.random() * 11 : 8 + Math.random() * 6;
+  p.vy = 0.5 + Math.random() * 0.8;
+  p.ph = Math.random() * Math.PI * 2;
+  p.sw = 0.4 + Math.random() * 0.7;
+  p.rx = Math.random() * Math.PI;
+  p.ry = Math.random() * Math.PI;
+  p.rw = new THREE.Vector3(Math.random() - 0.5, Math.random() - 0.5, Math.random() - 0.5);
+}
+for (let i = 0; i < PETALS; i++) {
+  const p = {};
+  spawnPetal(p, true);
+  p.rx = Math.random() * Math.PI;
+  p.ry = Math.random() * Math.PI;
+  petalData.push(p);
+}
+// a few petals resting on the ground
+for (let i = 0; i < 30; i++) {
+  const ti = (Math.random() * treePos.length) | 0;
+  const [tx, tz] = treePos[ti];
+  addBox(0.26, 0.03, 0.18, tx + (Math.random() - 0.5) * 10, 0.02, tz + (Math.random() - 0.5) * 10, _mat.pink2, [0, Math.random() * Math.PI, 0]);
+}
+
+// ---------- camera orbit ----------
+const ORBIT_R = 38, ORBIT_H = 17, LOOK = new THREE.Vector3(0, 6.5, 0), SPIN = 0.1, A0 = 0.6;
+function placeCamera(t) {
+  const a = A0 + t * SPIN;
+  camera.position.set(ORBIT_R * Math.sin(a), ORBIT_H, ORBIT_R * Math.cos(a));
+  camera.lookAt(LOOK);
+}
+placeCamera(0);
+
+// ---------- debug hooks ----------
+window.__scene = scene;
+window.__renderer = renderer;
+window.__camera = camera;
+window.__frame = (x, y) => {
+  const gl = renderer.getContext();
+  const px = new Uint8Array(4);
+  gl.readPixels(x | 0, y | 0, 1, 1, gl.RGBA, gl.UNSIGNED_BYTE, px);
+  return [px[0], px[1], px[2], px[3]];
+};
+
+// ---------- animation ----------
+const dummy = new THREE.Object3D();
+let last = performance.now();
+function updatePetals(dt, t) {
+  for (let i = 0; i < PETALS; i++) {
+    const p = petalData[i];
+    p.y -= p.vy * dt;
+    p.x += Math.sin(t * p.sw * 2 + p.ph) * 0.35 * dt;
+    p.z += Math.cos(t * p.sw * 1.7 + p.ph) * 0.35 * dt;
+    if (p.y < 0.06) spawnPetal(p, false);
+    p.rx += p.rw.x * dt * 2;
+    p.ry += p.rw.y * dt * 2;
+    dummy.position.set(p.x, p.y, p.z);
+    dummy.rotation.set(p.rx, p.ry, 0);
+    dummy.updateMatrix();
+    petalInst.setMatrixAt(i, dummy.matrix);
+  }
+  petalInst.instanceMatrix.needsUpdate = true;
+}
+function animate() {
+  requestAnimationFrame(animate);
+  const now = performance.now();
+  let dt = (now - last) / 1000;
+  last = now;
+  if (dt > 0.05) dt = 0.05;
+  const t = now / 1000;
+  updatePetals(dt, t);
+  placeCamera(t);
+  renderer.render(scene, camera);
+}
+renderer.render(scene, camera); // pre-warm shaders
+animate();
+</script>
+</body>
+</html>
diff --git a/oneshots/agent-pagoda/t8-pagoda-q38cyber-r1/frames/frame-10000.webp b/oneshots/agent-pagoda/t8-pagoda-q38cyber-r1/frames/frame-10000.webp
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diff --git a/oneshots/agent-pagoda/t8-pagoda-q38cyber-r1/page.html b/oneshots/agent-pagoda/t8-pagoda-q38cyber-r1/page.html
new file mode 100644
index 0000000..8258b84
--- /dev/null
+++ b/oneshots/agent-pagoda/t8-pagoda-q38cyber-r1/page.html
@@ -0,0 +1,250 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="utf-8"/>
+<meta name="viewport" content="width=device-width,initial-scale=1"/>
+<title>voxel pagoda</title>
+<style>
+html,body{margin:0;height:100%;overflow:hidden;background:#bcd8e8}
+canvas{display:block}
+</style>
+<script type="importmap">
+{
+"imports":{
+"three":"https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js",
+"three/addons/":"https://cdn.jsdelivr.net/npm/three@0.186.1/examples/jsm/"
+}
+}
+</script>
+</head>
+<body>
+<script type="module">
+import * as THREE from 'three';
+
+let seed = 20260215;
+const rnd = () => (seed = (seed * 1664525 + 1013904223) >>> 0, seed / 4294967296);
+const R = (a, b) => a + rnd() * (b - a);
+
+const scene = new THREE.Scene();
+scene.background = new THREE.Color(0xbcd8e8);
+
+const camera = new THREE.PerspectiveCamera(42, innerWidth / innerHeight, 0.1, 220);
+
+const renderer = new THREE.WebGLRenderer({ antialias: true });
+renderer.setSize(innerWidth, innerHeight);
+renderer.setPixelRatio(Math.min(devicePixelRatio || 1, 2));
+renderer.outputColorSpace = THREE.SRGBColorSpace;
+renderer.toneMapping = THREE.ACESFilmicToneMapping;
+renderer.toneMappingExposure = 1.04;
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFSoftShadowMap;
+document.body.appendChild(renderer.domElement);
+
+const hemi = new THREE.HemisphereLight(0xcfe4ee, 0x8a7a5f, 1.05);
+scene.add(hemi);
+
+const sun = new THREE.DirectionalLight(0xfff1d6, 2.1);
+sun.position.set(14, 18, 9);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+Object.assign(sun.shadow.camera, { left: -17, right: 17, top: 17, bottom: -17, near: 4, far: 46 });
+sun.shadow.bias = -0.0004;
+sun.shadow.normalBias = 0.03;
+scene.add(sun, sun.target);
+
+function box(w, h, d, color, x = 0, y = 0, z = 0, o = {}) {
+  const m = new THREE.Mesh(
+    new THREE.BoxGeometry(w, h, d),
+    new THREE.MeshStandardMaterial({
+      color,
+      roughness: o.r ?? 0.85,
+      metalness: 0,
+      transparent: !!o.t,
+      opacity: o.t ?? 1,
+      side: o.ds ? THREE.DoubleSide : THREE.FrontSide
+    })
+  );
+  m.position.set(x, y, z);
+  m.castShadow = o.cast !== false;
+  m.receiveShadow = o.recv !== false;
+  return m;
+}
+
+// ---- ground ----
+const ground = new THREE.Group();
+ground.add(box(37.6, 0.22, 37.6, 0xc9c1b0, 0, 0.11, 0, { cast: false }));
+ground.add(box(33.6, 0.55, 33.6, 0x7ea35e, 0, 0.42, 0));
+scene.add(ground);
+
+// ---- pond ----
+const pond = new THREE.Group();
+const water = box(8.5, 0.34, 8.5, 0x57a5d6, 0, 0.5, 0, { t: true, ds: true });
+pond.add(box(9.7, 0.5, 9.7, 0x8f887c, 0, 0.32, 0, { cast: false }), water);
+pond.position.set(0, 0, 8.4);
+scene.add(pond);
+
+// ---- torii ----
+const torii = new THREE.Group();
+const red = 0xc8341e, stonec = 0x8f887c;
+for (const s of [1, -1]) {
+  torii.add(box(2.0, 0.7, 2.0, stonec, s * 2.35, 0.35, 0, { cast: false }));
+  torii.add(box(1.15, 5.7, 1.15, red, s * 2.35, 3.5, 0));
+}
+torii.add(box(5.9, 0.52, 0.62, red, 0, 4.95, 0.04));
+torii.add(box(1.0, 1.02, 0.55, stonec, 0, 4.32, 0.08));
+torii.add(box(6.9, 0.55, 1.22, red, 0, 5.75, 0));
+torii.add(box(7.55, 0.34, 1.5, 0x453f38, 0, 6.25, 0));
+torii.position.set(0, 0, 11.6);
+torii.rotation.y = 0.05;
+scene.add(torii);
+
+// ---- cherry trees ----
+function tree(px, pz, sc) {
+  const g = new THREE.Group();
+  const trk = 0x7a5a44;
+  g.add(box(0.95, 2.5, 0.95, trk, 0, 1.25, 0));
+  g.add(box(0.7, 0.72, 1.75, trk, 0.95, 2.35, 0.15));
+  g.add(box(1.75, 0.72, 0.7, trk, -0.9, 2.9, 0.35));
+  const c = [
+    [0, 3.45, 0, 2.5], [1.55, 4.15, 0.5, 1.95], [-1.5, 4.0, -0.45, 2.0],
+    [0.35, 4.95, 1.2, 1.8], [-0.5, 5.5, -0.95, 1.75], [0.95, 3.35, -1.25, 1.75],
+    [-1.2, 2.95, 1.05, 1.55]
+  ];
+  for (const [x, y, z, s] of c) {
+    const col = new THREE.Color(0xf2b6c4).offsetHSL(R(-0.01, 0.02), R(-0.05, 0.07), R(-0.05, 0.06));
+    g.add(box(s, 0.95, s, col, x, y, z));
+  }
+  g.position.set(px, 0, pz);
+  g.scale.setScalar(sc);
+  g.rotation.y = rnd() * Math.PI * 2;
+  return g;
+}
+for (const [x, z, s] of [[-7.6, -4.6, 1.18], [7.1, 5.4, 1.0], [-7.4, 6.2, 0.92], [5.6, -6.6, 0.8]])
+  scene.add(tree(x, z, s));
+
+// ---- pagoda ----
+const pagoda = new THREE.Group();
+const bodyW = [5.9, 7.05, 8.2, 9.35, 10.5];
+const bodyCol = [0xb23f2a, 0xf1e7d0, 0xb23f2a, 0xf1e7d0, 0xb23f2a];
+
+function makeRoof(w) {
+  const g = new THREE.Group();
+  g.add(box(w, 0.36, w, 0x37322c, 0, 0.18, 0, { cast: false }));
+  const ew = w - 1.2;
+  g.add(box(ew, 0.5, 0.42, 0x413a33, ew / 2, 0.42, 0));
+  g.add(box(ew, 0.5, 0.42, 0x413a33, -ew / 2, 0.42, 0));
+  g.add(box(0.42, 0.5, ew, 0x413a33, 0, 0.42, ew / 2));
+  g.add(box(0.42, 0.5, ew, 0x413a33, 0, 0.42, -ew / 2));
+  for (const sx of [1, -1])
+    for (const sz of [1, -1])
+      g.add(box(0.85, 0.62, 0.85, 0x4b443d, sx * (w / 2 - 0.18), 0.56, sz * (w / 2 - 0.18)));
+  return g;
+}
+
+let y = 0;
+for (let i = 0; i < 5; i++) {
+  const w = bodyW[i];
+  pagoda.add(box(w, 2.35, w, bodyCol[i], 0, y + 1.175, 0));
+  if (i === 0)
+    pagoda.add(box(2.4, 1.95, 0.4, 0x5a4632, 0, y + 0.98, w / 2 + 0.08, { cast: false }));
+  const rf = makeRoof(w + 1.75);
+  rf.position.y = y + 2.35;
+  pagoda.add(rf);
+  y += 2.73;
+}
+
+// spire
+const spire = new THREE.Group();
+const sq = [1.7, 1.42, 1.18, 0.98, 0.8, 0.64];
+const sh = [0.34, 0.34, 0.32, 0.3, 0.28, 0.26];
+let sy = 0;
+for (let k = 0; k < 6; k++) {
+  spire.add(box(sq[k], sh[k], sq[k], 0xc2a44c, 0, sy + sh[k] / 2, 0));
+  sy += sh[k];
+}
+const ball = new THREE.Mesh(
+  new THREE.SphereGeometry(0.62, 18, 12),
+  new THREE.MeshStandardMaterial({ color: 0xd9b356, roughness: 0.4 })
+);
+ball.castShadow = true;
+ball.position.y = sy + 0.55;
+spire.add(ball);
+spire.position.y = y;
+pagoda.add(spire);
+
+// platform + stairs
+pagoda.add(box(13.5, 0.72, 13.5, 0xa79e91, 0, 0.36, 0, { cast: false }));
+pagoda.add(box(15.6, 0.83, 15.6, 0x9c9387, 0, 1.12, 0, { cast: false }));
+for (let k = 0; k < 3; k++)
+  pagoda.add(box(2.4 + k * 0.25, 0.27, 1.6, 0x9c9387, 0, 0.72 - k * 0.27, 7.75 + k * 1.55));
+pagoda.position.y = 1.55;
+scene.add(pagoda);
+
+// ---- stone lantern ----
+const lan = new THREE.Group();
+lan.add(box(1.15, 0.32, 1.15, stonec, 0, 0.16, 0, { cast: false }));
+lan.add(box(0.72, 1.6, 0.72, 0x6f675c, 0, 1.12, 0));
+lan.add(box(1.08, 0.8, 1.08, 0xe9e1d0, 0, 2.15, 0));
+lan.add(box(1.5, 0.42, 1.5, 0x3a342e, 0, 2.78, 0));
+lan.position.set(3.55, 0, 10.4);
+lan.rotation.y = 0.7;
+scene.add(lan);
+
+// ---- petals ----
+const petGeo = new THREE.BoxGeometry(0.3, 0.05, 0.3);
+const petals = [];
+for (let i = 0; i < 92; i++) {
+  const m = new THREE.Mesh(petGeo, new THREE.MeshStandardMaterial({
+    color: 0xf7c9d6, roughness: 0.7, side: THREE.DoubleSide
+  }));
+  m.castShadow = true;
+  m.position.set(R(-16, 16), R(6, 20), R(-16, 16));
+  scene.add(m);
+  const d = { m, x0: m.position.x, z0: m.position.z, y: m.position.y,
+    sp: R(0.7, 1.25), ph: rnd() * 6.283, rx: R(0.4, 1.1), ry: R(0.5, 1.5) };
+  d.x = d.x0; d.z = d.z0;
+  petals.push(d);
+}
+
+// ---- animate ----
+const clock = new THREE.Clock();
+const target = new THREE.Vector3(0, 3.3, 0.6);
+const RADIUS = 25.5;
+
+renderer.setAnimationLoop(() => {
+  const dt = Math.min(clock.getDelta(), 0.05);
+  const t = clock.elapsedTime;
+
+  for (const p of petals) {
+    p.y -= 1.05 * p.sp * dt;
+    if (p.y < -0.2) { p.y += 14; p.x0 = R(-16, 16); p.z0 = R(-16, 16); p.x = p.x0; p.z = p.z0; }
+    p.m.position.set(
+      p.x0 + Math.sin(t * p.sp + p.ph) * 1.1,
+      p.y,
+      p.z0 + Math.cos(t * 0.8 * p.sp + p.ph * 1.3) * 0.8
+    );
+    p.m.rotation.set(t * p.rx, t * p.ry, 0);
+  }
+
+  water.position.y = 0.5 + 0.05 * Math.sin(t * 2.1);
+  water.rotation.y = t * 0.35;
+
+  const th = t * 0.24;
+  camera.position.set(
+    Math.sin(th) * RADIUS,
+    10.6 + Math.sin(t * 0.7) * 0.15,
+    Math.cos(th) * RADIUS
+  );
+  camera.lookAt(target);
+
+  renderer.render(scene, camera);
+});
+
+addEventListener('resize', () => {
+  camera.aspect = innerWidth / innerHeight;
+  camera.updateProjectionMatrix();
+  renderer.setSize(innerWidth, innerHeight);
+});
+</script>
+</body>
+</html>
diff --git a/oneshots/agent-pagoda/t8-pagoda-q38cyberq5-r1/frames/frame-10000.webp b/oneshots/agent-pagoda/t8-pagoda-q38cyberq5-r1/frames/frame-10000.webp
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diff --git a/oneshots/agent-pagoda/t8-pagoda-q38cyberq5-r1/page.html b/oneshots/agent-pagoda/t8-pagoda-q38cyberq5-r1/page.html
new file mode 100644
index 0000000..947b852
--- /dev/null
+++ b/oneshots/agent-pagoda/t8-pagoda-q38cyberq5-r1/page.html
@@ -0,0 +1,294 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<title>Voxel Japanese Pagoda</title>
+<style>
+  html, body { margin: 0; height: 100%; overflow: hidden; background: #141a21; }
+  canvas { display: block; }
+</style>
+</head>
+<body>
+<script type="importmap">
+{
+  "imports": {
+    "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js",
+    "three/addons/": "https://cdn.jsdelivr.net/npm/three@0.186.1/examples/jsm/"
+  }
+}
+</script>
+<script type="module">
+import * as THREE from 'three';
+
+// ---------- helpers ----------
+const R = (a, b) => a + Math.random() * (b - a);
+
+function jitterMat(base, amt) {
+  const c = base.isColor ? base.clone() : new THREE.Color(base);
+  c.offsetHSL(R(-amt, amt) * 0.12, R(-amt, amt), R(-amt, amt));
+  return c;
+}
+
+function box(x, y, z, w, h, d, mat) {
+  const m = new THREE.Mesh(new THREE.BoxGeometry(w, h, d), mat);
+  m.position.set(x, y, z);
+  m.castShadow = m.receiveShadow = true;
+  return m;
+}
+
+// ---------- renderer / scene ----------
+const renderer = new THREE.WebGLRenderer({ antialias: true });
+renderer.setPixelRatio(Math.min(devicePixelRatio, 2));
+renderer.setSize(innerWidth, innerHeight);
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFSoftShadowMap;
+renderer.outputColorSpace = THREE.SRGBColorSpace;
+renderer.toneMapping = THREE.ACESFilmicToneMapping;
+renderer.toneMappingExposure = 1.08;
+document.body.appendChild(renderer.domElement);
+
+const scene = new THREE.Scene();
+const SKY = new THREE.Color(0x24313f);
+scene.background = SKY;
+scene.fog = new THREE.FogExp2(SKY.getHex(), 0.0135);
+
+const camera = new THREE.PerspectiveCamera(42, innerWidth / innerHeight, 0.5, 140);
+
+window.__s = { renderer, scene, camera };
+window.THREE = THREE;
+
+addEventListener('resize', () => {
+  camera.aspect = innerWidth / innerHeight;
+  camera.updateProjectionMatrix();
+  renderer.setSize(innerWidth, innerHeight);
+});
+
+// ---------- lights ----------
+const hemi = new THREE.HemisphereLight(0xbcd2ea, 0x39424a, 0.55);
+hemi.color = new THREE.Color(0xbcd2ea);
+hemi.groundColor = new THREE.Color(0x39424a);
+scene.add(hemi);
+
+const sun = new THREE.DirectionalLight(0xffe3c0, 1.75);
+sun.position.set(15, 24, 10);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+sun.shadow.camera.left = -20;
+sun.shadow.camera.right = 20;
+sun.shadow.camera.top = 20;
+sun.shadow.camera.bottom = -20;
+sun.shadow.camera.near = 4;
+sun.shadow.camera.far = 55;
+sun.shadow.bias = -0.0005;
+sun.shadow.normalBias = 0.6;
+scene.add(sun, sun.target);
+
+// ---------- ground + pond ----------
+{
+  const g = box(0, 0.4, 0, 32, 0.8, 32,
+    new THREE.MeshLambertMaterial({ color: 0xd8b183 }));
+  scene.add(g);
+  g.castShadow = false;
+
+  const pTop = box(-6.8, 0.84, -4.2, 8.4, 0.5, 6.4,
+    new THREE.MeshLambertMaterial({ color: 0x4f8fd2, transparent: true, opacity: 0.88 }));
+  const pBed = box(-6.8, 0.72, -4.2, 9.4, 0.3, 7.4,
+    new THREE.MeshLambertMaterial({ color: 0x54483b }));
+  pTop.castShadow = false; pTop.receiveShadow = true;
+  scene.add(pBed, pTop);
+}
+
+// ---------- stone platform ----------
+{
+  const stone = (x, y, z, w, h, d) =>
+    box(x, y, z, w, h, d, new THREE.MeshLambertMaterial({ color: jitterMat(0x71767e, 0.16) }));
+
+  const p = new THREE.Group();
+  p.add(
+    stone(0, 1, 0, 15.5, 2, 15.5),
+    stone(0, 2.6, 0, 12, 1.2, 12),
+    stone(0, 3.45, 7.6, 4.2, 0.55, 1.5),
+    stone(0, 2.8, 8.7, 4.8, 0.55, 1.5),
+    stone(0, 2.15, 9.8, 5.4, 0.55, 1.5)
+  );
+  scene.add(p);
+}
+
+// ---------- five-story pagoda ----------
+function pagodaRoof(w, rise, base) {
+  // square ring of cells, corners lift for the upturned eave
+  const inner = w - 2;
+  const g = new THREE.Group();
+  const n = w / 2;
+  for (let x = -n; x <= n + 1e-6; x += 1) {
+    for (let z = -n; z <= n + 1e-6; z += 1) {
+      const mx = Math.abs(x), mz = Math.abs(z);
+      const outer = Math.max(mx, mz), innerD = Math.min(mx, mz);
+      if (outer > n + 1e-6 || innerD < (inner) / 2 - 1e-6) continue;
+      const lift = rise * Math.pow(innerD / (inner / 2), 1.35);
+      g.add(box(x, 0.55 + lift, z, 1.04, 1.1, 1.04,
+        new THREE.MeshLambertMaterial({ color: jitterMat(base, 0.1) })));
+    }
+  }
+  return g;
+}
+
+const pagoda = new THREE.Group();
+{
+  const F = [
+    { w: 9.0, r: 13.0, h: 2.3 },
+    { w: 7.5, r: 11.6, h: 2.15 },
+    { w: 6.5, r: 10.6, h: 2.0 },
+    { w: 5.5, r: 9.6,  h: 1.9 },
+    { w: 4.5, r: 8.6,  h: 1.8 },
+  ];
+  let y = 3.4; // top of platform
+  for (let i = 0; i < 5; i++) {
+    const f = F[i];
+    const bodyMat = new THREE.MeshLambertMaterial({ color: jitterMat(0xa85a32, 0.13) });
+    const body = box(0, y + f.h / 2, 0, f.w, f.h, f.w, bodyMat);
+    // window row on the +z face
+    const winMat = new THREE.MeshLambertMaterial({ color: 0x2e2018, emissive: 0x50311a });
+    const nw = Math.max(0, Math.floor((f.w - 2) / 3) - 1);
+    for (let k = 0; k < nw; k++) {
+      const wx = -((nw - 1) * 1.6) / 2 + k * 1.6;
+      const win = box(wx, y + f.h * 0.52, f.w / 2 + 0.02, 1.15, 1.3, 0.18, winMat);
+      body.add(win);
+    }
+    pagoda.add(body);
+    y += f.h;
+
+    const roof = pagodaRoof(f.r, 0.9 + i * 0.22, 0x41464f);
+    roof.position.y = y;
+    pagoda.add(roof);
+    y += 1.1;
+  }
+
+  // spire (kusu no ki)
+  const gold = 0xc89a4b;
+  const spire = new THREE.Group();
+  const S = [3.2, 2.5, 2.0, 1.5, 1.0, 0.6];
+  let sy = y;
+  for (let i = 0; i < S.length; i++) {
+    spire.add(box(0, sy + 0.38, 0, S[i], 0.76, S[i],
+      new THREE.MeshLambertMaterial({ color: jitterMat(gold, 0.15) })));
+    sy += 0.76;
+  }
+  spire.add(box(0, sy + 1.05, 0, 0.7, 2.2, 0.7,
+    new THREE.MeshLambertMaterial({ color: gold })));
+  pagoda.add(spire);
+}
+scene.add(pagoda);
+
+// ---------- torii ----------
+{
+  const red = (x, yy, z, w, h, d, rotY = 0) => {
+    const m = box(x, yy, z, w, h, d,
+      new THREE.MeshLambertMaterial({ color: jitterMat(0xc73e2e, 0.1) }));
+    m.rotation.y = rotY;
+    return m;
+  };
+  const t = new THREE.Group();
+  t.add(
+    red(-3.5, 3.6, 0, 1.1, 7.2, 1.1),
+    red(3.5, 3.6, 0, 1.1, 7.2, 1.1),
+    red(0, 4.35, 0, 8.9, 0.95, 0.95),
+    red(0, 5.5, 0, 9.6, 0.55, 1.35),
+    red(0, 6.45, 0, 10.6, 1.05, 1.5),
+    red(-5.45, 6.7, 0, 1.35, 1.5, 1.55, Math.PI / 4),
+    red(5.45, 6.7, 0, 1.35, 1.5, 1.55, -Math.PI / 4),
+    red(0, 3.7, 0, 0.7, 1.1, 0.7)
+  );
+  t.position.set(0.4, 0.8, 8.6);
+  scene.add(t);
+}
+
+// ---------- cherry blossom trees ----------
+function cherry(x, z) {
+  const g = new THREE.Group();
+  const bark = 0x6d4a30;
+  g.add(box(0, 3, 0, 1.2, 6, 1.2, new THREE.MeshLambertMaterial({ color: bark })));
+  const br = (bx, by, bz, r = 0.9) =>
+    box(bx, by, bz, r, r, r, new THREE.MeshLambertMaterial({ color: jitterMat(bark, 0.2) }));
+  g.add(
+    br(0.9, 5.2, 0),
+    br(-1.0, 6.4, 0.4),
+    br(0.5, 7.2, -0.7)
+  );
+  const crown = new THREE.Group();
+  for (let i = 0; i < 34; i++) {
+    const v = new THREE.Vector3(R(-1, 1), R(-1, 1), R(-1, 1)).normalize()
+      .multiplyScalar(R(0.35, 1) ** 0.5 * 3.3);
+    const s = R(1.3, 2.7);
+    crown.add(box(v.x, 8.4 + v.y, v.z, s, s * R(0.75, 1.05), s,
+      new THREE.MeshLambertMaterial({ color: jitterMat(0xe9a7bb, 0.18) })));
+  }
+  g.add(crown);
+  g.position.set(x, 0.8, z);
+  g.rotation.y = R(0, 6.28);
+  scene.add(g);
+}
+cherry(-8.2, -6.4);
+cherry(7.6, -7.2);
+cherry(-5.2, 6.6);
+cherry(8.1, 4.4);
+
+// ---------- falling petals ----------
+const PETALS = 90;
+const petalGeo = new THREE.BoxGeometry(0.34, 0.05, 0.34);
+const petals = [];
+const pMat = new THREE.MeshBasicMaterial({ color: 0xf4bfd0 });
+for (let i = 0; i < PETALS; i++) {
+  const p = new THREE.Mesh(petalGeo, pMat.clone());
+  p.userData = {
+    x: R(-14, 14), z: R(-14, 14),
+    y: R(9, 22),
+    speed: R(1.5, 2.4),
+    sx: R(0.5, 1.1), sy: R(0.5, 1.1),
+    px: R(0, 6.28), py: R(0, 6.28),
+    rx: R(0.6, 1.6), ry: R(0.6, 1.6)
+  };
+  p.position.set(p.userData.x, p.userData.y, p.userData.z);
+  p.castShadow = false; p.receiveShadow = false;
+  scene.add(p);
+  petals.push(p);
+}
+
+// ---------- animate ----------
+const clock = new THREE.Clock();
+const target = new THREE.Vector3(0, 6.4, 0);
+
+function tick() {
+  requestAnimationFrame(tick);
+  const t = clock.getElapsedTime();
+
+  const th = t * 0.42;
+  const rad = 27;
+  camera.position.set(
+    target.x + Math.sin(th) * rad,
+    target.y + 7.4,
+    target.z + Math.cos(th) * rad
+  );
+  camera.lookAt(target);
+
+  for (const p of petals) {
+    const u = p.userData;
+    p.position.x = u.x + Math.sin(t * u.sx + u.px) * 0.8;
+    p.position.z = u.z + Math.cos(t * u.sy + u.py) * 0.8;
+    p.position.y = u.y - (t * u.speed);
+    if (p.position.y < 0.9) {
+      p.position.y += 13.5;
+      p.position.x = R(-14, 14);
+      p.position.z = R(-14, 14);
+      u.y = R(9, 22);
+    }
+    p.rotation.x += u.rx * 0.016;
+    p.rotation.y += u.ry * 0.016;
+  }
+
+  renderer.render(scene, camera);
+}
+tick();
+</script>
+</body>
+</html>
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diff --git a/oneshots/agent-pagoda/t8-pagoda-thinkcap-r1/page.html b/oneshots/agent-pagoda/t8-pagoda-thinkcap-r1/page.html
new file mode 100644
index 0000000..50e4292
--- /dev/null
+++ b/oneshots/agent-pagoda/t8-pagoda-thinkcap-r1/page.html
@@ -0,0 +1,258 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8">
+<title>Voxel Pagoda Garden</title>
+<style>
+html,body{margin:0;padding:0;width:100%;height:100%;overflow:hidden;background:#a8ccec}
+canvas{display:block}
+</style>
+<script type="importmap">
+{"imports":{"three":"https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js"}}
+</script>
+</head>
+<body>
+<script type="module">
+import * as THREE from 'three';
+
+// ---------- deterministic PRNG ----------
+function mulberry32(a){return function(){a|=0;a=a+0x6D2B79F5|0;let t=Math.imul(a^a>>>15,1|a);t=t+Math.imul(t^t>>>7,61|t)^t;return((t^t>>>14)>>>0)/4294967296}}
+const rnd=mulberry32(20260417);
+const pick=a=>a[(rnd()*a.length)|0];
+
+// ---------- cube collection ----------
+const cubes=[];
+function C(x,y,z,sx,sy,sz,c){cubes.push({x,y,z,sx,sy,sz,c});}
+
+// ---------- palette ----------
+const GRASS=['#6fae54','#7fbc63','#639f4b','#8cc973'];
+const PINKS=['#f6b8cc','#f2a0bd','#fbcfde','#ef8fb4','#f7c3d4'];
+const ROOF='#4e4038';
+const WHITE='#f2ede3';
+const RED='#c8362e';
+const GOLD='#d9a520';
+const TRUNK='#6e4b33';
+
+// ---------- ground ----------
+const G=64;
+const pond={x:-12,z:11,r2:20};
+const trees=[[-16,-8],[15,-9],[17,11],[-16,16],[12,17],[23,-19],[-24,7]];
+for(let x=-G;x<=G;x++)for(let z=-G;z<=G;z++){
+  if(Math.abs(x)<=10&&Math.abs(z)<=10)continue; // platform
+  const pd=(x-pond.x)*(x-pond.x)+(z-pond.z)*(z-pond.z);
+  if(pd<pond.r2)continue; // pond
+  C(x,0,z,1,1,1,pick(GRASS));
+}
+
+// ---------- pond ----------
+for(let x=-G;x<=G;x++)for(let z=-G;z<=G;z++){
+  const d2=(x-pond.x)*(x-pond.x)+(z-pond.z)*(z-pond.z);
+  if(d2<pond.r2)C(x,-0.15,z,1,0.5,1,d2<11?'#3f6ea3':'#4f86c2');
+}
+C(-13,0.26,10,1.2,0.15,1.2,'#79c46f');
+C(-10,0.26,12,1.2,0.15,1.2,'#6fb862');
+C(-12,0.26,8,1.1,0.15,1.1,'#79c46f');
+
+// ---------- flowers and stones on grass ----------
+for(let i=0;i<160;i++){
+  const x=Math.round((rnd()*2-1)*58), z=Math.round((rnd()*2-1)*58);
+  if(x*x+z*z>2900)continue;
+  if(Math.abs(x)<=12&&Math.abs(z)<=12)continue;
+  const pd=(x-pond.x)*(x-pond.x)+(z-pond.z)*(z-pond.z);
+  if(pd<pond.r2+4)continue;
+  if(z>12&&z<23&&Math.abs(x)<2)continue;
+  C(x,0.55,z,0.35,0.35,0.35,rnd()<0.5?'#ffffff':'#f6b8cc');
+}
+for(let i=0;i<26;i++){
+  const x=Math.round((rnd()*2-1)*58), z=Math.round((rnd()*2-1)*58);
+  if(x*x+z*z>3200)continue;
+  if(Math.abs(x)<=12&&Math.abs(z)<=12)continue;
+  const pd=(x-pond.x)*(x-pond.x)+(z-pond.z)*(z-pond.z);
+  if(pd<pond.r2+4)continue;
+  C(x,0.6,z,0.7,0.5,0.7,'#9a958c');
+}
+
+// ---------- path to torii ----------
+for(let z=13;z<=20;z++)C(0,0,z,1,1,1,'#cfc8ba');
+C(-1,0,14,1,1,1,'#c6bfae');
+C(1,0,17,1,1,1,'#c6bfae');
+
+// ---------- stone platform ----------
+for(let x=-10;x<=10;x++)for(let z=-10;z<=10;z++)C(x,0,z,1,1,1,rnd()<0.5?'#b9b4ab':'#aea89e');
+for(let x=-8;x<=8;x++)for(let z=-8;z<=8;z++)C(x,1,z,1,1,1,rnd()<0.5?'#c2bdb4':'#b9b4ab');
+
+// ---------- pagoda bodies ----------
+function story(y0,h,half){
+  for(let x=-half;x<=half;x++)for(let z=-half;z<=half;z++)for(let y=y0;y<y0+h;y++)
+    C(x,y,z,1,1,1,WHITE);
+}
+story(2,4,4);
+story(9,3,3);
+story(15,3,2);
+story(20,4,2);
+story(26,4,1);
+
+// red door on bottom story
+C(0,3,4.7,1.4,2.6,0.4,RED);
+
+// ---------- roofs with upturned eaves ----------
+function roof(y,hw){
+  for(let x=-hw;x<=hw;x++)for(let z=-hw;z<=hw;z++)C(x,y,z,1,1,1,ROOF);
+  if(hw>=3){const h1=hw-1;for(let x=-h1;x<=h1;x++)for(let z=-h1;z<=h1;z++)C(x,y+1,z,1,1,1,ROOF);}
+  if(hw>=5){const h2=hw-3;for(let x=-h2;x<=h2;x++)for(let z=-h2;z<=h2;z++)C(x,y+2,z,1,1,1,ROOF);}
+  // upturned corners and eave midpoints
+  C(-hw,y+1,-hw,1,1,1,ROOF);C(-hw,y+1,hw,1,1,1,ROOF);
+  C(hw,y+1,-hw,1,1,1,ROOF);C(hw,y+1,hw,1,1,1,ROOF);
+  C(-hw,y+1,0,1,1,1,ROOF);C(hw,y+1,0,1,1,1,ROOF);
+  C(0,y+1,-hw,1,1,1,ROOF);C(0,y+1,hw,1,1,1,ROOF);
+}
+roof(6,6);
+roof(12,5);
+roof(18,4);
+roof(24,4);
+roof(30,3);
+
+// ---------- spire (sorin) ----------
+C(-1,32,-1,1,1,1,RED);C(0,32,-1,1,1,1,RED);C(1,32,-1,1,1,1,RED);
+C(-1,32,0,1,1,1,RED);C(0,32,0,1,1,1,RED);C(1,32,0,1,1,1,RED);
+C(-1,32,1,1,1,1,RED);C(0,32,1,1,1,1,RED);C(1,32,1,1,1,1,RED);
+C(0,33,0,1,1,1,RED);
+C(0,35,0,1,1,1,RED);
+C(0,37,0,1,1,1,RED);
+// gold rings
+for(let x=-1;x<=1;x++)for(let z=-1;z<=1;z++)C(x,34,z,1,1,1,GOLD);
+for(let x=-1;x<=1;x++)for(let z=-1;z<=1;z++)C(x,36,z,1,1,1,GOLD);
+C(0,38,0,1,1,1,GOLD);
+C(0,39,0,1,1,1,GOLD);
+
+// ---------- cherry trees ----------
+function tree(tx,tz){
+  C(tx,1,tz,1.4,1,1.4,TRUNK);
+  C(tx,2,tz,1.1,1,1.1,TRUNK);
+  C(tx,3,tz,1,1,1,TRUNK);
+  const cy=4.5;
+  for(let dx=-3;dx<=3;dx++)for(let dz=-3;dz<=3;dz++)for(let dy=-1;dy<=2;dy++){
+    const r=Math.sqrt(dx*dx+dz*dz);
+    const dens=(dy===-1?0.7:dy===0?0.95:dy===1?0.8:0.5)*Math.max(0,1-r/3.7);
+    if(rnd()<dens)C(tx+dx,cy+dy,tz+dz,1,1,1,pick(PINKS));
+  }
+}
+for(const t of trees)tree(t[0],t[1]);
+
+// ---------- torii gate ----------
+const TX=0,TZ=21;
+C(TX-2,0.7,TZ,2.2,0.7,2.2,'#b0aaa0');
+C(TX+2,0.7,TZ,2.2,0.7,2.2,'#b0aaa0');
+for(let y=1;y<=5;y++){C(TX-2,y,TZ,1,1,1,RED);C(TX+2,y,TZ,1,1,1,RED);}
+for(let x=-4;x<=4;x++)C(TX+x,6,TZ,1,1,1,RED); // kasagi
+C(TX-4.5,7,TZ,1,1,1,RED);C(TX+4.5,7,TZ,1,1,1,RED); // upturned ends
+C(TX,6,TZ+0.65,0.9,0.9,0.3,'#f2ede3'); // emblem
+for(let x=-3;x<=3;x++)C(TX+x,4.5,TZ,1,1,1,RED); // shimagi
+C(TX,5,TZ,1,1,1,RED); // gakuzuka
+for(let x=-2;x<=2;x++)C(TX+x,3,TZ,1,1,1,RED); // nuki
+
+// ---------- build instanced meshes ----------
+const renderer=new THREE.WebGLRenderer({antialias:false,powerPreference:'high-performance'});
+renderer.setPixelRatio(1);
+renderer.setSize(window.innerWidth,window.innerHeight);
+renderer.shadowMap.enabled=true;
+renderer.shadowMap.type=THREE.PCFShadowMap;
+renderer.toneMapping=THREE.ACESFilmicToneMapping;
+renderer.toneMappingExposure=1.05;
+document.body.appendChild(renderer.domElement);
+
+const scene=new THREE.Scene();
+scene.background=new THREE.Color('#a8ccec');
+scene.fog=new THREE.Fog('#a8ccec',95,190);
+
+const camera=new THREE.PerspectiveCamera(64,window.innerWidth/window.innerHeight,0.5,400);
+const ORBIT_R=52,ORBIT_Y=28,TARGET=new THREE.Vector3(0,17,0);
+camera.position.set(0,ORBIT_Y,ORBIT_R);
+camera.lookAt(TARGET);
+
+const hemi=new THREE.HemisphereLight('#d8ecff','#6b9a55',1.0);
+const sun=new THREE.DirectionalLight('#fff2d8',2.0);
+sun.position.set(38,55,26);
+sun.castShadow=true;
+sun.shadow.mapSize.set(2048,2048);
+Object.assign(sun.shadow.camera,{left:-56,right:56,top:56,bottom:-56,near:5,far:200});
+sun.shadow.bias=-0.0006;
+sun.shadow.normalBias=0.5;
+sun.target.position.set(0,8,0);
+scene.add(hemi,sun,sun.target);
+
+const boxGeo=new THREE.BoxGeometry(1,1,1);
+const nonShadow=new Set(['#3f6ea3','#4f86c2','#79c46f','#6fb862','#ffc7da']);
+const groups={};
+for(const c of cubes)(groups[c.c]||(groups[c.c]=[])).push(c);
+const M4=new THREE.Matrix4();
+for(const col in groups){
+  const arr=groups[col];
+  const mat=new THREE.MeshStandardMaterial({color:col,roughness:0.95,metalness:0});
+  const mesh=new THREE.InstancedMesh(boxGeo,mat,arr.length);
+  arr.forEach((c,i)=>{M4.makeScale(c.sx,c.sy,c.sz);M4.setPosition(c.x,c.y,c.z);mesh.setMatrixAt(i,M4);});
+  mesh.instanceMatrix.needsUpdate=true;
+  mesh.castShadow=!nonShadow.has(col);
+  mesh.receiveShadow=true;
+  mesh.frustumCulled=false;
+  scene.add(mesh);
+}
+
+// ---------- drifting petals ----------
+const NP=140;
+const petals=[];
+for(let i=0;i<NP;i++)petals.push({
+  x:(rnd()*2-1)*26,y:2+rnd()*16,z:(rnd()*2-1)*26,
+  vy:0.7+rnd()*0.9,ph:rnd()*6.28,fr:0.6+rnd()*0.8,
+  amp:0.5+rnd()*1.2,rot:rnd()*6.28,rv:0.5+rnd()*1.5,
+  sx:0.3+rnd()*0.2,sz:0.2+rnd()*0.15
+});
+const petalMat=new THREE.MeshStandardMaterial({color:'#ffc7da',roughness:0.9});
+const petalMesh=new THREE.InstancedMesh(boxGeo,petalMat,NP);
+petalMesh.castShadow=false;petalMesh.receiveShadow=false;
+petalMesh.frustumCulled=false;
+scene.add(petalMesh);
+const dummy=new THREE.Object3D();
+
+// ---------- resize handling ----------
+function fit(){
+  const w=window.innerWidth,h=window.innerHeight;
+  if(renderer.domElement.width!==w||renderer.domElement.height!==h){
+    renderer.setSize(w,h);
+    camera.aspect=w/h;camera.updateProjectionMatrix();
+  }
+}
+window.addEventListener('resize',fit);
+
+// ---------- animation loop ----------
+const timer=new THREE.Timer();
+let t=0;
+function animate(){
+  requestAnimationFrame(animate);
+  timer.update();
+  const dt=Math.min(timer.getDelta(),0.1);
+  t=timer.getElapsed();
+  fit();
+  const a=0.12*t;
+  camera.position.set(ORBIT_R*Math.sin(a),ORBIT_Y,ORBIT_R*Math.cos(a));
+  camera.lookAt(TARGET);
+  for(let i=0;i<NP;i++){
+    const p=petals[i];
+    p.y-=p.vy*dt;
+    p.rot+=p.rv*dt;
+    if(p.y<0.4){p.y=16+rnd()*6;p.x=(rnd()*2-1)*26;p.z=(rnd()*2-1)*26;}
+    const x=p.x+Math.sin(t*p.fr+p.ph)*p.amp;
+    const z=p.z+Math.cos(t*p.fr*0.9+p.ph)*p.amp*0.6;
+    dummy.position.set(x,p.y,z);
+    dummy.rotation.set(0.5+0.35*Math.sin(t*0.8+p.ph),p.rot,0.4+0.3*Math.cos(t*0.7+p.ph));
+    dummy.scale.set(p.sx,0.12,p.sz);
+    dummy.updateMatrix();
+    petalMesh.setMatrixAt(i,dummy.matrix);
+  }
+  petalMesh.instanceMatrix.needsUpdate=true;
+  renderer.render(scene,camera);
+}
+animate();
+</script>
+</body>
+</html>
diff --git a/oneshots/agent-pagoda/t8-pagoda-tiel-r1/frames/frame-10000.webp b/oneshots/agent-pagoda/t8-pagoda-tiel-r1/frames/frame-10000.webp
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diff --git a/oneshots/agent-pagoda/t8-pagoda-tiel-r1/page.html b/oneshots/agent-pagoda/t8-pagoda-tiel-r1/page.html
new file mode 100644
index 0000000..8c14bf3
--- /dev/null
+++ b/oneshots/agent-pagoda/t8-pagoda-tiel-r1/page.html
@@ -0,0 +1,350 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>Voxel Japanese Pagoda</title>
+<style>
+  html, body { margin: 0; padding: 0; height: 100%; overflow: hidden; background: #9ec8e8; }
+  #app { position: fixed; inset: 0; }
+</style>
+<script type="importmap">
+{
+  "imports": {
+    "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js"
+  }
+}
+</script>
+</head>
+<body>
+<div id="app"></div>
+<script type="module">
+import * as THREE from 'three';
+
+// ---------- renderer ----------
+const app = document.getElementById('app');
+const renderer = new THREE.WebGLRenderer({ antialias: true });
+renderer.setPixelRatio(Math.min(window.devicePixelRatio, 2));
+renderer.setSize(window.innerWidth, window.innerHeight);
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFSoftShadowMap;
+renderer.outputColorSpace = THREE.SRGBColorSpace;
+app.appendChild(renderer.domElement);
+
+// ---------- scene ----------
+const scene = new THREE.Scene();
+const SKY = 0x9ec8e8;
+scene.background = new THREE.Color(SKY);
+scene.fog = new THREE.Fog(SKY, 34, 78);
+
+const camera = new THREE.PerspectiveCamera(72, window.innerWidth / window.innerHeight, 0.1, 300);
+camera.position.set(17, 9, 17);
+camera.lookAt(0, 4.5, 0);
+
+// ---------- lights ----------
+scene.add(new THREE.HemisphereLight(0xcfe3ff, 0x41502f, 0.6));
+scene.add(new THREE.AmbientLight(0xffffff, 0.25));
+
+const sun = new THREE.DirectionalLight(0xfff2d6, 1.6);
+sun.position.set(14, 20, 10);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+sun.shadow.camera.near = 0.5;
+sun.shadow.camera.far = 90;
+const S = 18;
+sun.shadow.camera.left = -S;
+sun.shadow.camera.right = S;
+sun.shadow.camera.top = S;
+sun.shadow.camera.bottom = -S;
+sun.shadow.bias = -0.0004;
+sun.shadow.normalBias = 0.02;
+scene.add(sun);
+const sunTarget = new THREE.Object3D();
+scene.add(sunTarget);
+sun.target = sunTarget;
+
+// ---------- helpers ----------
+function mat(color, opts = {}) {
+  return new THREE.MeshStandardMaterial({
+    color,
+    roughness: opts.rough !== undefined ? opts.rough : 0.85,
+    metalness: opts.metal !== undefined ? opts.metal : 0.0,
+    flatShading: opts.flat !== undefined ? opts.flat : false,
+  });
+}
+
+// unit-cube accumulator -> InstancedMesh per material
+const stacks = [];
+function pushCube(m, x, y, z, sx = 1, sy = 1, sz = 1, rx = 0, ry = 0, rz = 0) {
+  let s = stacks.find(e => e.m === m);
+  if (!s) { s = { m, data: [] }; stacks.push(s); }
+  s.data.push({ x, y, z, sx, sy, sz, rx, ry, rz });
+}
+
+function centers(n) {
+  const a = [];
+  for (let i = 0; i < n; i++) a.push(i - (n - 1) / 2);
+  return a;
+}
+
+function buildStacks() {
+  const geo = new THREE.BoxGeometry(1, 1, 1);
+  const m = new THREE.Matrix4();
+  const q = new THREE.Quaternion();
+  const p = new THREE.Vector3();
+  const sc = new THREE.Vector3();
+  for (const s of stacks) {
+    const mesh = new THREE.InstancedMesh(geo, s.m, s.data.length);
+    mesh.castShadow = true;
+    mesh.receiveShadow = true;
+    s.data.forEach((d, i) => {
+      p.set(d.x, d.y, d.z);
+      sc.set(d.sx, d.sy, d.sz);
+      q.setFromEuler(new THREE.Euler(d.rx, d.ry, d.rz));
+      m.compose(p, q, sc);
+      mesh.setMatrixAt(i, m);
+    });
+    mesh.instanceMatrix.needsUpdate = true;
+    scene.add(mesh);
+  }
+}
+
+// ---------- pagoda ----------
+function buildPagoda() {
+  const wallMat = mat(0x6f4a2f, { rough: 0.85 });
+  const roofMat = mat(0x2c3b44, { rough: 0.72 });
+  const accMat = mat(0x1c282e, { rough: 0.7 });
+
+  const counts = [6, 5, 4, 3, 2];
+  const heights = [2.0, 1.8, 1.6, 1.4, 1.2];
+  let y = 0.8; // top of platform
+
+  for (let i = 0; i < 5; i++) {
+    const wc = counts[i];
+    const xs = centers(wc), zs = centers(wc);
+    const half = (wc - 1) / 2;
+    const wh = heights[i];
+
+    // hollow square wall shell (one cube thick)
+    for (const x of xs) {
+      for (const z of zs) {
+        if (Math.abs(x) > half - 0.6 || Math.abs(z) > half - 0.6) {
+          pushCube(wallMat, x, y + wh / 2, z, 1, wh, 1);
+        }
+      }
+    }
+
+    // eave slab on top of the walls
+    const ec = wc + 2;
+    const exs = centers(ec), ezs = centers(ec);
+    const ehalf = (ec - 1) / 2;
+    const eTop = y + wh;
+    for (const x of exs) {
+      for (const z of ezs) {
+        pushCube(roofMat, x, eTop + 0.15, z, 1, 0.3, 1);
+      }
+    }
+
+    // upturned corners (raised voxel brackets)
+    const corners = [
+      [ehalf, ehalf], [ehalf, -ehalf], [-ehalf, ehalf], [-ehalf, -ehalf]
+    ];
+    for (const [cx, cz] of corners) {
+      pushCube(accMat, cx, eTop + 0.55, cz, 0.75, 0.5, 0.75);
+      pushCube(accMat, cx * 0.55, eTop + 0.82, cz * 0.55, 0.45, 0.34, 0.45);
+    }
+
+    y = eTop + 0.3;
+  }
+
+  // spire (chuizan)
+  const ironMat = mat(0x26282c, { rough: 0.5, metal: 0.2 });
+  const goldMat = mat(0xcaa23a, { rough: 0.4, metal: 0.5 });
+  // rod
+  pushCube(ironMat, 0, y + 1.5, 0, 0.22, 3.0, 0.22);
+  // rings
+  const rings = [0.72, 0.6, 0.5, 0.42, 0.35, 0.29];
+  let ry = y + 0.35;
+  for (const s of rings) {
+    pushCube(ironMat, 0, ry, 0, s, 0.12, s);
+    ry += 0.34;
+  }
+  // finial orb + spike
+  pushCube(goldMat, 0, ry + 0.28, 0, 0.3, 0.3, 0.3);
+  pushCube(goldMat, 0, ry + 0.7, 0, 0.12, 0.7, 0.12);
+}
+
+// ---------- stone platform ----------
+function buildPlatform() {
+  const stone = mat(0x8f8f8f, { rough: 1 });
+  const dark = mat(0x717171, { rough: 1 });
+  const slabs = [
+    { n: 9, y: 0.15, h: 0.3 },
+    { n: 7, y: 0.45, h: 0.3 },
+    { n: 7, y: 0.75, h: 0.2 },
+  ];
+  for (const s of slabs) {
+    const xs = centers(s.n), zs = centers(s.n);
+    for (const x of xs) for (const z of zs) {
+      pushCube(s.h > 0.3 ? dark : stone, x, s.y, z, 1, s.h, 1);
+    }
+  }
+}
+
+// ---------- cherry blossom tree ----------
+function buildTree(x, z, sc = 1) {
+  const trunkMat = mat(0x5b3d28, { rough: 1 });
+  const blossom = mat(0xff9db3, { rough: 1 });
+  const blossom2 = mat(0xffc2cf, { rough: 1 });
+  const h = 3.2 * sc;
+  // trunk (slightly leaning, built in segments)
+  let ty = 0.5;
+  let tx = 0;
+  for (let i = 0; i < Math.ceil(h); i++) {
+    pushCube(trunkMat, tx, ty + 0.45, z, 0.55, 0.9, 0.55);
+    ty += 0.85;
+    tx += (i % 2 === 0 ? 0.12 : -0.12);
+  }
+  // branches
+  pushCube(trunkMat, tx + 0.7 * sc, ty * 0.95, z + 0.2, 0.8 * sc, 0.4, 0.4 * sc);
+  pushCube(trunkMat, tx - 0.6 * sc, ty * 0.9, z + 0.4 * sc, 0.4 * sc, 0.4, 0.8 * sc);
+
+  // blossom canopy
+  const cy = 0.5 + h + 0.2;
+  const blobs = [
+    [0, 0, 0, 1.35], [0.9 * sc, 0, 0.5 * sc, 0.9], [-0.8 * sc, 0, 0.6 * sc, 0.9],
+    [0.4 * sc, 0.5 * sc, -0.5 * sc, 0.8], [-0.5 * sc, 0.4 * sc, -0.4 * sc, 0.75],
+    [0.1 * sc, 0.7 * sc, 0.1 * sc, 0.7],
+  ];
+  blobs.forEach((b, i) => {
+    pushCube(i % 2 ? blossom : blossom2, x + b[0], cy + b[2] * 0.7, z + b[1], b[3], b[3], b[3]);
+  });
+}
+
+// ---------- pond ----------
+function buildPond(cx, cz) {
+  const waterMat = mat(0x3f7cc7, { rough: 0.15, metal: 0.05 });
+  const stoneMat = mat(0x7d7d7d, { rough: 1 });
+  const rx = 2.7, rz = 2.1, step = 0.7;
+  for (let x = -4; x <= 4; x += step) {
+    for (let z = -4; z <= 4; z += step) {
+      const lx = x - cx, lz = z - cz;
+      const d = Math.sqrt((lx / rx) ** 2 + (lz / rz) ** 2);
+      if (d <= 1.0) {
+        pushCube(waterMat, x, 0.1, z, step * 0.95, 0.12, step * 0.95);
+      } else if (d <= 1.35) {
+        const hh = 0.45 + (Math.sin(x * 2.3) * 0.5 + 0.5) * 0.25;
+        pushCube(stoneMat, x, 0.5 * hh, z, step * 0.9, hh, step * 0.9);
+      }
+    }
+  }
+  // stepping stone
+  pushCube(stoneMat, cx + rx - 0.4, 0.35, cz, 0.7, 0.3, 0.7);
+}
+
+// ---------- red torii gate ----------
+function buildTorii(x, z) {
+  const red = mat(0xc0392b, { rough: 0.55 });
+  const red2 = mat(0xa1281c, { rough: 0.6 });
+  const dark = mat(0x2a2a2a, { rough: 0.8 });
+  const pw = 0.5, pillarH = 3.4, baseY = 0.55;
+  const halfW = 2.3;
+
+  // base stones
+  for (const sx of [-halfW, halfW]) pushCube(dark, x + sx, 0.35, z, 1.1, 0.5, 1.1);
+  // pillars
+  for (const sx of [-halfW, halfW]) pushCube(red, x + sx, baseY + pillarH / 2, z, pw, pillarH, pw);
+  // top beam (with slight overhang)
+  pushCube(red, x, baseY + pillarH - 0.2, z, halfW * 2 + 1.4, 0.5, 0.75);
+  // second beam
+  pushCube(red2, x, baseY + pillarH - 1.25, z, halfW * 2 + 0.1, 0.42, 0.55);
+  // central plaque
+  pushCube(dark, x, baseY + pillarH - 0.15, z, 0.6, 0.55, 0.4);
+}
+
+// ---------- ground ----------
+const ground = new THREE.Mesh(
+  new THREE.PlaneGeometry(120, 120),
+  new THREE.MeshStandardMaterial({ color: 0x5f7f38, roughness: 1 })
+);
+ground.rotation.x = -Math.PI / 2;
+ground.position.y = 0;
+ground.receiveShadow = true;
+scene.add(ground);
+
+// ---------- build everything ----------
+buildPlatform();
+buildPagoda();
+buildTree(-6.5, 2.5, 1.15);
+buildTree(6.5, -5.5, 1.0);
+buildTree(-5.0, -6.5, 0.85);
+buildPond(6.2, 4.2);
+buildTorii(0, 6.8);
+buildStacks();
+
+// ---------- drifting petals ----------
+const petalGeo = new THREE.BoxGeometry(0.22, 0.22, 0.05);
+const petalMat = new THREE.MeshStandardMaterial({ color: 0xff8fae, roughness: 0.6, side: THREE.DoubleSide });
+const petals = [];
+for (let i = 0; i < 46; i++) {
+  const g = new THREE.Group();
+  const mesh = new THREE.Mesh(petalGeo, petalMat);
+  mesh.castShadow = false;
+  g.add(mesh);
+  g.position.set((Math.random() - 0.5) * 26, 3 + Math.random() * 13, (Math.random() - 0.5) * 26);
+  g.rotation.set(Math.random() * Math.PI, Math.random() * Math.PI, Math.random() * Math.PI);
+  g.userData = {
+    fall: 0.5 + Math.random() * 0.6,
+    sway: 1.0 + Math.random() * 1.8,
+    phase: Math.random() * Math.PI * 2,
+    spinX: (Math.random() - 0.5) * 2.4,
+    spinZ: (Math.random() - 0.5) * 2.4,
+    baseX: g.position.x,
+    baseZ: g.position.z,
+  };
+  scene.add(g);
+  petals.push(g);
+}
+
+// ---------- orbit + animate ----------
+const clock = new THREE.Clock();
+const R = 17, H = 9;
+
+function animate() {
+  const dt = Math.min(clock.getDelta(), 0.05);
+  const t = clock.elapsedTime;
+
+  const ang = t * 0.13;
+  camera.position.set(Math.sin(ang) * R, H, Math.cos(ang) * R);
+  camera.lookAt(0, 4.5, 0);
+  sun.target.position.set(0, 3.5, 0);
+
+  for (const p of petals) {
+    p.position.y -= p.userData.fall * dt;
+    p.position.x = p.baseX + Math.sin(t * p.userData.sway + p.userData.phase) * 1.1;
+    p.position.z = p.baseZ + Math.cos(t * p.userData.sway * 0.8 + p.userData.phase) * 1.1;
+    p.rotation.x += p.userData.spinX * dt;
+    p.rotation.z += p.userData.spinZ * dt;
+    if (p.position.y < -0.3) {
+      p.position.y = 12 + Math.random() * 4;
+      p.baseX = (Math.random() - 0.5) * 26;
+      p.baseZ = (Math.random() - 0.5) * 26;
+      p.position.x = p.baseX;
+      p.position.z = p.baseZ;
+    }
+  }
+
+  renderer.render(scene, camera);
+  requestAnimationFrame(animate);
+}
+animate();
+
+// ---------- resize ----------
+window.addEventListener('resize', () => {
+  camera.aspect = window.innerWidth / window.innerHeight;
+  camera.updateProjectionMatrix();
+  renderer.setSize(window.innerWidth, window.innerHeight);
+});
+</script>
+</body>
+</html>
diff --git a/oneshots/agent-pagoda/t8-pagoda-uncvllm-r1/frames/frame-10000.webp b/oneshots/agent-pagoda/t8-pagoda-uncvllm-r1/frames/frame-10000.webp
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diff --git a/oneshots/agent-pagoda/t8-pagoda-uncvllm-r1/page.html b/oneshots/agent-pagoda/t8-pagoda-uncvllm-r1/page.html
new file mode 100644
index 0000000..a9cc9e7
--- /dev/null
+++ b/oneshots/agent-pagoda/t8-pagoda-uncvllm-r1/page.html
@@ -0,0 +1,401 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>Voxel Japanese Pagoda</title>
+<style>
+  html, body { margin: 0; padding: 0; width: 100%; height: 100%; overflow: hidden; background: #8fb3d1; }
+  #c { display: block; width: 100%; height: 100%; }
+</style>
+<script type="importmap">
+{
+  "imports": {
+    "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js"
+  }
+}
+</script>
+</head>
+<body>
+<canvas id="c"></canvas>
+<script type="module">
+import * as THREE from 'three';
+
+/* ================= palette ================= */
+const C = {
+  grassA: 0x6d9a4a, grassB: 0x78a455,
+  stoneDark: 0x71767f, stone: 0x8d929b, stoneLight: 0x9ba0aa, stonePale: 0xa7adb7,
+  wall: 0xf3ecd9,
+  red: 0x9c2b22, redDark: 0x7e211a,
+  roof: 0x2c313d,
+  woodDark: 0x453026, wood: 0x6e4a33,
+  torii: 0xc23a2b, kasagi: 0x30353f, shimaki: 0x23262e, plaque: 0xefe6cf,
+  gold: 0xd9a63c, bronze: 0x6b5834,
+  trunk: 0x59403a,
+  pinkA: 0xf87fb0, pinkB: 0xfba6d0, pinkC: 0xe85d9a, pinkD: 0xfdc0de,
+  water: 0x4477a8, waterDeep: 0x2e5170,
+  lily: 0x59904a,
+  petal: 0xf86fa8,
+  path: 0x9b9da0,
+  cloud: 0xf4f9ff,
+};
+
+/* ================= renderer / scene ================= */
+const canvas = document.getElementById('c');
+const renderer = new THREE.WebGLRenderer({ canvas, antialias: true, preserveDrawingBuffer: true, powerPreference: 'high-performance' });
+renderer.setPixelRatio(1);
+renderer.setSize(window.innerWidth, window.innerHeight);
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFShadowMap;
+
+const scene = new THREE.Scene();
+scene.background = new THREE.Color(0x8fb3d1);
+scene.fog = new THREE.Fog(0x8fb3d1, 150, 360);
+
+const camera = new THREE.PerspectiveCamera(55, window.innerWidth / window.innerHeight, 0.5, 700);
+const LOOK = new THREE.Vector3(0, 20, 0);
+
+/* ================= lights ================= */
+const hemi = new THREE.HemisphereLight(0xe8e2d4, 0x515b3c, 1.7);
+scene.add(hemi);
+
+const sun = new THREE.DirectionalLight(0xfff1d8, 2.2);
+sun.position.set(60, 90, 40);
+sun.target.position.set(0, 10, 0);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+sun.shadow.camera.left = -75;
+sun.shadow.camera.right = 75;
+sun.shadow.camera.top = 85;
+sun.shadow.camera.bottom = -55;
+sun.shadow.camera.near = 20;
+sun.shadow.camera.far = 280;
+sun.shadow.bias = -0.0004;
+sun.shadow.normalBias = 0.06;
+scene.add(sun);
+scene.add(sun.target);
+
+const fill = new THREE.DirectionalLight(0xbcd3e8, 0.4);
+fill.position.set(-50, 35, -60);
+scene.add(fill);
+
+/* ================= voxel batcher ================= */
+const boxList = new Map(); // color -> [ [x,y,z,sx,sy,sz,rx,ry,rz], ... ]
+function V(x, y, z, sx, sy, sz, color, rx = 0, ry = 0, rz = 0) {
+  let arr = boxList.get(color);
+  if (!arr) { arr = []; boxList.set(color, arr); }
+  arr.push([x, y, z, sx, sy, sz, rx, ry, rz]);
+}
+function buildVoxels() {
+  const geo = new THREE.BoxGeometry(1, 1, 1);
+  const M = new THREE.Matrix4(), P = new THREE.Vector3(), Q = new THREE.Quaternion(),
+        S = new THREE.Vector3(), E = new THREE.Euler();
+  for (const [color, list] of boxList) {
+    const mat = new THREE.MeshLambertMaterial({ color });
+    const im = new THREE.InstancedMesh(geo, mat, list.length);
+    for (let i = 0; i < list.length; i++) {
+      const b = list[i];
+      P.set(b[0], b[1], b[2]);
+      S.set(b[3], b[4], b[5]);
+      E.set(b[6], b[7], b[8]);
+      Q.setFromEuler(E);
+      M.compose(P, Q, S);
+      im.setMatrixAt(i, M);
+    }
+    im.instanceMatrix.needsUpdate = true;
+    const isCloud = (color === C.cloud);
+    im.castShadow = !isCloud;
+    im.receiveShadow = true;
+    im.frustumCulled = false;
+    scene.add(im);
+  }
+  boxList.clear();
+}
+const rand = (a, b) => a + Math.random() * (b - a);
+
+/* ================= ground ================= */
+V(0, -0.5, 0, 240, 1, 240, C.grassA);
+for (let i = 0; i < 90; i++) {
+  const x = rand(-46, 46), z = rand(-46, 46);
+  if (Math.hypot(x, z) < 17 || Math.abs(x) < 4.5) continue;
+  if (Math.hypot(x + 15, z - 14) < 8.5) continue;
+  const s = rand(1.5, 4.5);
+  V(x, 0.03, z, s, 0.06, s, Math.random() < 0.5 ? C.grassB : C.grassA);
+}
+
+/* ================= stone platform + steps ================= */
+V(0, 0.5, 0, 30, 1, 30, C.stoneDark);
+V(0, 1.5, 0, 24, 1, 24, C.stone);
+V(0, 2.5, 0, 18, 1, 18, C.stoneLight);
+
+/* ================= five-story pagoda ================= */
+// square ring of unit cubes, outer face at +-H, base level y (1 unit tall).
+// lift: null = none; 'wide' = corner + 1 adjacent cell each side gets +1; 'corner' = only the corner cell gets +1
+function eaveRing(H, y, color, lift) {
+  const c = Math.round(H - 0.5);
+  const cells = [];
+  for (let x = -c; x <= c; x++) { cells.push([x, c], [x, -c]); }
+  for (let z = -c + 1; z <= c - 1; z++) { cells.push([c, z], [-c, z]); }
+  for (const [px, pz] of cells) {
+    V(px, y, pz, 1, 1, 1, color);
+    let inLift = false;
+    if (lift === 'wide') inLift = Math.abs(px) >= c - 2 && Math.abs(pz) >= c - 2;
+    else if (lift === 'corner') inLift = Math.abs(px) === c && Math.abs(pz) === c;
+    if (inLift) V(px, y + 1, pz, 1, 1, 1, color);
+  }
+}
+
+const stories = [ { w: 15, h: 7 }, { w: 13, h: 6 }, { w: 11, h: 6 }, { w: 9, h: 5 }, { w: 7, h: 5 } ];
+let py = 3;
+for (let i = 0; i < 5; i++) {
+  const { w, h } = stories[i];
+  const hw = w / 2;
+
+  // floor slab (on previous eave / platform)
+  V(0, py + 0.5, 0, i === 0 ? w : w + 1, 1, i === 0 ? w : w + 1, i === 0 ? C.stone : C.redDark);
+  // walls (recessed 2 from silhouette so corner columns stand proud, no coplanar faces)
+  V(0, py + 1 + (h - 2) / 2, 0, w - 4, h - 2, w - 4, C.wall);
+  // corner columns
+  for (const sx of [-1, 1]) for (const sz of [-1, 1])
+    V(sx * (hw - 0.5), py + 1 + (h - 1) / 2, sz * (hw - 0.5), 1, h - 1, 1, C.red);
+  // dark beam under the eave (recessed with the walls)
+  V(0, py + h - 0.5, 0, w - 4, 1, w - 4, C.redDark);
+
+  // doors / windows on each face
+  const faces = [ { fx: 0, fz: 1 }, { fx: 0, fz: -1 }, { fx: 1, fz: 0 }, { fx: -1, fz: 0 } ];
+  for (const f of faces) {
+    const off = (hw - 2) + 0.18;
+    const px = f.fx * off, pz = f.fz * off;
+    const sxr = f.fx !== 0 ? 0.3 : 1.8;
+    const szr = f.fz !== 0 ? 0.3 : 1.8;
+    if (i === 0 && f.fz === 1) {
+      V(0, py + 2.7, off, 2.6, 3.4, 0.3, C.woodDark);          // main door
+      V(0, py + 4.9, hw - 2 + 0.12, 2.6, 0.7, 0.2, C.gold);    // plaque above door
+      V(0, py + 2.7, off + 0.16, 0.3, 3.4, 0.12, C.gold);      // door frame sliver
+    } else if (i === 4) {
+      V(px, py + h / 2, pz, sxr, 1.1, szr, C.woodDark);         // top-story slits
+    } else {
+      V(px, py + h / 2 - 0.4, pz, sxr, 1.8, szr, C.woodDark);   // window
+    }
+  }
+
+  // stacked eaves with upturned corners
+  const rb = py + h;
+  eaveRing(hw + 2, rb, C.roof, 'wide');
+  eaveRing(hw + 1, rb + 1, C.roof, 'corner');
+  eaveRing(hw,     rb + 2, C.roof, null);
+
+  py = rb + 3;
+}
+
+/* ================= spire (sorin) ================= */
+V(0, py + 0.3, 0, 6, 0.6, 6, C.bronze);
+V(0, py + 0.9, 0, 4.5, 0.6, 4.5, C.bronze);
+V(0, py + 1.5, 0, 3, 0.6, 3, C.bronze);
+V(0, py + 4.4, 0, 1, 5.2, 1, C.bronze);
+V(0, py + 7.5, 0, 1.3, 1.3, 1.3, C.gold);
+V(0, py + 8.6, 0, 0.35, 1.2, 0.35, C.bronze);
+V(0, py + 9.4, 0, 0.5, 0.5, 0.5, C.gold);
+
+/* ================= torii gate ================= */
+(function torii() {
+  const z0 = 26;
+  V(-4.5, 0.25, z0, 2.2, 0.5, 2.2, C.stone);
+  V( 4.5, 0.25, z0, 2.2, 0.5, 2.2, C.stone);
+  V(-4.5, 4.0, z0, 1.2, 7, 1.2, C.torii, 0, 0, 0.05);
+  V( 4.5, 4.0, z0, 1.2, 7, 1.2, C.torii, 0, 0, -0.05);
+  V(0, 5.6, z0, 10.6, 0.8, 1.0, C.torii);          // nuki
+  V(0, 6.6, z0, 1.7, 1.2, 0.5, C.plaque);          // hanging sign
+  V(0, 6.6, z0 + 0.26, 1.1, 0.6, 0.1, C.torii);    // red mark on sign front
+  V(0, 7.4, z0, 10.6, 0.6, 1.0, C.torii);          // tie under kasagi
+  V(0, 8.0, z0, 11.6, 0.8, 1.3, C.kasagi);         // top beam
+  V(-6.3, 8.3, z0, 0.9, 0.8, 1.3, C.kasagi);       // upturned tips
+  V( 6.3, 8.3, z0, 0.9, 0.8, 1.3, C.kasagi);
+  V(0, 8.55, z0, 12.4, 0.3, 1.5, C.shimaki);       // cap
+  V(-6.5, 8.8, z0, 1.0, 0.3, 1.4, C.shimaki);
+  V( 6.5, 8.8, z0, 1.0, 0.3, 1.4, C.shimaki);
+})();
+
+/* ================= stone path ================= */
+for (let z = 11; z < 24; z += 2) V(0, 0.04, z, 4, 0.08, 1.6, C.path);
+
+/* ================= pond + bridge + lily pads ================= */
+(function pond() {
+  const px = -15, pz = 14;
+  V(px, -0.5, pz, 10, 0.9, 10, C.waterDeep);   // basin (top at -0.05, below water line)
+  V(px, -0.03, pz, 9.6, 0.08, 9.6, C.water);   // water surface (top at +0.01)
+  for (let x = -4.5; x <= 4.5; x += 1.5) {
+    V(px + x, 0.25, pz + 5.25, 1.3, 0.5, 1.0, C.stone);
+    V(px + x, 0.25, pz - 5.25, 1.3, 0.5, 1.0, C.stone);
+  }
+  for (let z = -3.75; z <= 3.75; z += 1.5) {
+    V(px + 5.25, 0.25, pz + z, 1.0, 0.5, 1.3, C.stone);
+    V(px - 5.25, 0.25, pz + z, 1.0, 0.5, 1.3, C.stone);
+  }
+  V(px + 2, 0.05, pz - 2, 1.2, 0.06, 1.2, C.lily);
+  V(px - 2.5, 0.05, pz + 1.5, 1.0, 0.06, 1.0, C.lily);
+  V(px - 2.2, 0.1, pz + 1.8, 0.3, 0.08, 0.3, C.pinkD);
+  // little red footbridge across the pond
+  V(px, 0.9, pz + 5.9, 3.2, 0.3, 1.2, C.wood);
+  V(px, 1.3, pz + 5.9, 3.2, 0.5, 0.25, C.torii);
+  V(px, 1.3, pz + 6.55, 3.2, 0.5, 0.25, C.torii);
+  for (const dx of [-1.5, 1.5]) for (const dz of [5.9, 6.55])
+    V(px + dx, 1.125, pz + dz, 0.3, 0.75, 0.3, C.torii);
+})();
+
+/* ================= stone lanterns ================= */
+function lantern(x, z) {
+  V(x, 0.3, z, 1.6, 0.6, 1.6, C.stone);
+  V(x, 1.2, z, 0.7, 1.2, 0.7, C.stoneLight);
+  V(x, 2.2, z, 1.3, 1.0, 1.3, C.stone);
+  const glow = new THREE.Mesh(
+    new THREE.BoxGeometry(0.7, 0.7, 0.06),
+    new THREE.MeshLambertMaterial({ color: 0xffd9a0, emissive: 0xff9d4d, emissiveIntensity: 0.9 })
+  );
+  glow.position.set(x, 2.2, z + 0.66);
+  scene.add(glow);
+  V(x, 2.95, z, 1.9, 0.35, 1.9, C.stoneDark);
+  V(x, 3.25, z, 0.5, 0.3, 0.5, C.stoneLight);
+}
+lantern(6.5, 13.5);
+lantern(-6.5, 13.5);
+
+/* ================= rocks ================= */
+[ [10, -10, 1.6], [13, -8, 1.1], [-9, -12, 1.4], [20, 4, 1.2], [-24, 10, 1.3], [9, 21, 1.0] ]
+  .forEach(([x, z, s]) => V(x, s / 2 - 0.15, z, s, s, s * 0.8, C.stone));
+
+/* ================= cherry blossom trees ================= */
+function tree(x, z, scale) {
+  let ty = 0, w = 1.6 * scale;
+  for (let i = 0; i < 5; i++) {
+    const h = (1.1 - 0.1 * i) * scale;
+    V(x + Math.sin(i * 1.7) * 0.3 * scale, ty + h / 2, z + Math.cos(i * 1.3) * 0.2 * scale,
+      w, h, w, C.trunk);
+    ty += h - 0.15;
+    w *= 0.85;
+  }
+  V(x + 1.6 * scale, ty - 1.2, z + 0.5 * scale, 2.2 * scale, 0.5 * scale, 0.5 * scale, C.trunk);
+  const R = 4.6 * scale;
+  const cy = ty + 3.2 * scale;
+  const sq = R / (2.6 * scale); // vertical squash factor (>1)
+  const shades = [C.pinkA, C.pinkB, C.pinkC, C.pinkD];
+  for (let ix = -R; ix <= R; ix += 1)
+    for (let iy = -R; iy <= R; iy += 1)
+      for (let iz = -R; iz <= R; iz += 1) {
+        const d = Math.sqrt(ix * ix + iy * iy * sq + iz * iz) / R;
+        if (d > 0.95 || (d > 0.8 && Math.random() < 0.5)) continue;
+        const col = shades[(Math.abs((ix * 7 + iz * 13 + iy * 3) | 0) % shades.length)];
+        V(x + ix, cy + iy, z + iz, 1, 1, 1, col);
+      }
+  for (let k = 0; k < 10; k++) {
+    const a = Math.random() * Math.PI * 2, r = Math.random() * 3 * scale;
+    V(x + Math.cos(a) * r, cy - R * 0.4 - Math.random() * 3, z + Math.sin(a) * r,
+      0.35, 0.05, 0.28, C.petal);
+  }
+}
+tree(-24, -6, 1.0);
+tree(22, -14, 1.0);
+tree(20, 16, 0.85);
+
+/* ================= clouds ================= */
+function cloud(x, y, z, s) {
+  const blobs = [ [0,0,0,4], [3,0.5,1,2.6], [-3,0.3,-1,2.4], [1.5,1,-1.5,2.2], [-1.8,1,1.5,2.0] ];
+  for (const [bx, by, bz, bs] of blobs)
+    V(x + bx * s, y + by * s, z + bz * s, bs * s, 1.1 * s, bs * s * 0.8, C.cloud);
+}
+cloud(-40, 42, -30, 2.2);
+cloud(35, 48, -45, 2.6);
+cloud(55, 40, 25, 2.0);
+cloud(-55, 45, 30, 1.8);
+
+/* ================= bake static voxels ================= */
+buildVoxels();
+
+/* ================= drifting petals (dynamic) ================= */
+const PETALS = 70;
+const petalGeo = new THREE.BoxGeometry(0.42, 0.045, 0.3);
+const petalMat = new THREE.MeshLambertMaterial({ color: C.petal });
+const petals = new THREE.InstancedMesh(petalGeo, petalMat, PETALS);
+petals.instanceMatrix.setUsage(THREE.DynamicDrawUsage);
+petals.frustumCulled = false;
+scene.add(petals);
+
+const treeSpots = [ [-24, -6, 4.6], [22, -14, 4.6], [20, 16, 3.9] ];
+const petalState = [];
+const PM = new THREE.Matrix4(), PP = new THREE.Vector3(), PQ = new THREE.Quaternion(),
+      PS = new THREE.Vector3(1, 1, 1), PE = new THREE.Euler();
+function respawn(p, top) {
+  if (top && Math.random() < 0.85) {
+    const t = treeSpots[(Math.random() * treeSpots.length) | 0];
+    p.x = t[0] + rand(-t[2], t[2]);
+    p.z = t[1] + rand(-t[2], t[2]);
+    p.y = rand(8, 20);
+  } else {
+    p.x = rand(-32, 32);
+    p.z = rand(-32, 32);
+    p.y = rand(14, 26);
+  }
+  p.vy = rand(0.55, 1.35);
+  p.sway = rand(0.6, 1.8);
+  p.phase = rand(0, Math.PI * 2);
+  p.drift = rand(-0.4, 0.6);
+  p.rot = rand(0, Math.PI * 2);
+  p.rotV = rand(-1.6, 1.6);
+  p.tilt = rand(-0.7, 0.7);
+}
+for (let i = 0; i < PETALS; i++) {
+  const p = {};
+  respawn(p, true);
+  p.y = rand(0.5, 24);
+  petalState.push(p);
+}
+function updatePetals(dt, t) {
+  for (let i = 0; i < PETALS; i++) {
+    const p = petalState[i];
+    p.y -= p.vy * dt;
+    p.x += (Math.sin(t * p.sway + p.phase) * 0.9 + p.drift) * dt;
+    p.z += Math.cos(t * p.sway * 0.8 + p.phase) * 0.7 * dt;
+    p.rot += p.rotV * dt;
+    if (p.y < 0.12) respawn(p, true);
+    PP.set(p.x, p.y, p.z);
+    PE.set(p.tilt * Math.sin(t * 0.9 + p.phase), p.rot, 0);
+    PQ.setFromEuler(PE);
+    PM.compose(PP, PQ, PS);
+    petals.setMatrixAt(i, PM);
+  }
+  petals.instanceMatrix.needsUpdate = true;
+}
+
+/* ================= camera orbit + resize ================= */
+function positionCamera(t) {
+  const a = 0.9 + t * 0.12;
+  const R = 92;
+  camera.position.set(Math.cos(a) * R, 24 + Math.sin(t * 0.05) * 2.5, Math.sin(a) * R);
+  camera.lookAt(LOOK);
+}
+function resize() {
+  renderer.setSize(window.innerWidth, window.innerHeight);
+  camera.aspect = window.innerWidth / window.innerHeight;
+  camera.updateProjectionMatrix();
+}
+window.addEventListener('resize', resize);
+
+/* ================= main loop ================= */
+const t0 = performance.now() / 1000;
+let prevTime = t0;
+function animate() {
+  const now = performance.now() / 1000;
+  const dt = Math.min(now - prevTime, 0.1);
+  prevTime = now;
+  const t = now - t0;
+  positionCamera(t);
+  updatePetals(dt, t);
+  renderer.render(scene, camera);
+}
+resize();
+positionCamera(0);
+renderer.render(scene, camera);
+renderer.setAnimationLoop(animate);
+</script>
+</body>
+</html>
diff --git a/site/assets/app.js b/site/assets/app.js
index f270016..af3b0fe 100644
--- a/site/assets/app.js
+++ b/site/assets/app.js
@@ -1,9 +1,10 @@
 // The Bake-off page. Fetches data/bakeoff.json and renders every section from it. Each section
 // renders inside its own try/catch so one odd record never blanks the page; a section that throws
 // is named in data-render-error on <body> (site/tools/render_smoke.sh looks for it).
+// Prose is kept to titles, labels and numbers: the charts carry the story, long text sits behind disclosures.
 import * as D from './data.js';
-import { el, svg, clear, $, familyChip, verdictChip, kindChip, revealList, repoLink, onReducedMotion } from './dom.js';
-import { speedLadder, struggleStrip, abDumbbell, petalScore, pips, beforeAfter, bigNumeral, runLine, ofMax } from './charts.js';
+import { el, clear, $, familyChip, verdictChip, kindChip, revealList, repoLink, onReducedMotion } from './dom.js';
+import { speedLadder, struggleStrip, abDumbbell, pairDumbbell, petalScore, pips, beforeAfter, bigNumeral, runLine, ofMax } from './charts.js';
 import { renderHero } from './hero.js';
 import { chapterMotif } from './motifs.js';
 import { openViewer } from './viewer.js';
@@ -34,16 +35,17 @@ async function main() {
   section('oneshots', () => renderOneshots(data));
   section('findings', () => renderFindings(data));
   section('timeline', () => renderTimeline(data));
-  section('log', () => renderLog(data));
-  section('caveats', () => renderCaveats(data));
-  section('links', () => renderLinks(data));
+  section('caveats', () => renderFoot(data));
   section('motifs', () => renderMotifs(data));
   document.body.dataset.rendered = '1';
   // a deep link (#oneshots) was resolved against the empty page; re-aim it now that the chapters have their height
   if (location.hash && /^#[A-Za-z0-9_-]+$/.test(location.hash)) {
     const target = $(location.hash.slice(1));
+    if (target && target.tagName === 'DETAILS') target.open = true;
     if (target) target.scrollIntoView({ behavior: onReducedMotion() ? 'auto' : 'instant', block: 'start' });
   }
+  // the caveats live in a closed disclosure in the footer; the nav link opens it
+  addEventListener('hashchange', () => { if (location.hash === '#caveats') { const d = $('caveats'); if (d) d.open = true; } });
 }
 function section(id, fn) {
   try { fn(); } catch (e) {
@@ -55,6 +57,9 @@ function section(id, fn) {
   }
 }
 const stat = (k, v, unit) => el('div', {}, el('dt', {}, k), el('dd', {}, fmt(v, 0), unit ? el('small', {}, unit) : null));
+// A small closed disclosure for text that should not be read unless asked for.
+const disclosure = (label, cls, ...children) => (children.some(Boolean) ? el('details', { class: `fold ${cls || ''}` }, el('summary', {}, label), ...children) : null);
+const plural = (n, one, many) => (n === 1 ? `1 ${one}` : `${fmt(n, 0)} ${many || one + 's'}`);
 
 // ------------------------------------------------------------------- hero
 function renderTop(data) {
@@ -62,19 +67,24 @@ function renderTop(data) {
   $('tagline').textContent = data.tagline;
   const s = D.summary(data);
   const stats = $('hero-stats'); clear(stats);
-  stats.append(stat('models', s.models), stat('families', s.families), stat('agent runs', s.runs), stat('passes', s.passes), stat('one-shots', s.oneshots), stat('frames', s.frames));
+  stats.append(stat('models', s.models), stat('families', s.families), stat('agent runs', s.runs), stat('passes', s.passes), stat('one-shots', s.oneshots));
+  if (s.agentPieces > 0) stats.append(stat('agent pieces', s.agentPieces));
   if (s.playable > 0) stats.append(stat('live pieces', s.playable));
   if (s.fastest != null) stats.append(stat('fastest run', s.fastest, 'tok/s'));
   if (s.agentHours > 0) stats.append(stat('agent hours', Math.round(s.agentHours)));
-  // freshness: the run table is a snapshot; findings are written as they happen and are usually newer
+  // freshness, derived: the span of everything dated in the file, and when the file was built
   const gen = $('generated'); clear(gen);
   const bit = (k, v) => el('span', { class: 'fresh' }, el('small', {}, k), ' ', v);
-  if (data.generated) gen.appendChild(bit('data generated', data.generated));
-  if (data.built) gen.appendChild(bit('site built', data.built));
-  if (s.last) gen.appendChild(bit('newest run', fmtDate(s.last)));
-  if (s.newestFinding) gen.appendChild(bit('newest finding', fmtDate(s.newestFinding)));
+  if (s.covers.from && s.covers.to) gen.appendChild(bit('covers', s.covers.from === s.covers.to ? fmtDate(s.covers.to) : `${fmtDate(s.covers.from)} – ${fmtDate(s.covers.to)}`));
+  if (data.built) gen.appendChild(bit('built', data.built));
+  else if (data.generated) gen.appendChild(bit('generated', data.generated));
   if (!gen.childNodes.length) gen.textContent = 'Data snapshot';
+  // the key to the orrery: four marks, four words each
+  const key = $('hero-key'); clear(key);
+  const mark = (cls) => el('i', { class: `mark ${cls}`, 'aria-hidden': 'true' });
+  key.append(el('li', {}, mark('speed'), 'speed · best tok/s'), el('li', {}, mark('size'), 'size · runs'), el('li', {}, mark('halo'), 'halo · passed test 2'), el('li', {}, mark('unc'), 'dashed · uncensored'));
   renderHero(data, $('orrery'), $('hero-caption'), $('hero-legend'));
+  $('hero-caption').textContent = '';
 }
 
 // ---------------------------------------------------------------- machine
@@ -103,12 +113,12 @@ function renderTests(data) {
 }
 function testCard(t, n, undocumented = false) {
   const kindCls = (t.kind || '').replace(/[^a-z-]/gi, '').toLowerCase();
-  return el('article', { class: `test-card ${kindCls}` },
+  return el('article', { class: `test-card ${kindCls}${n ? '' : ' pending'}` },
     el('span', { class: 'tn', 'aria-hidden': 'true' }, t.number || '?'),
     el('h3', {}, el('span', { class: 'sr' }, `Test ${t.number}: `), t.name),
-    t.what ? el('p', { class: 'what' }, t.what) : undocumented ? el('p', { class: 'what empty' }, 'Appears in the results but is not described yet.') : null,
-    t.graded ? el('p', { class: 'graded' }, t.graded) : null,
-    el('div', { class: 'meta' }, t.kind ? kindChip(t.kind, kindCls) : null, el('span', { class: 'n' }, n === 1 ? '1 graded run' : `${fmt(n, 0)} graded runs`)));
+    t.what ? el('p', { class: 'what' }, t.what) : undocumented ? el('p', { class: 'what empty' }, 'Not described yet.') : null,
+    el('div', { class: 'meta' }, t.kind ? kindChip(t.kind, kindCls) : null, el('span', { class: 'n' }, n ? plural(n, 'graded run') : 'no graded runs yet')),
+    disclosure('grading', 'small', t.graded ? el('p', {}, t.graded) : null));
 }
 
 // ------------------------------------------------------------------ picks
@@ -121,9 +131,9 @@ function renderPicks(data) {
   if (!rows.length) fam.appendChild(el('p', { class: 'empty' }, 'No family table yet.'));
   for (const f of rows) {
     fam.appendChild(el('div', { class: 'fam-row', style: { '--c': f.color } },
-      el('div', { class: 'famhead' }, familyChip(f.family, f.color), el('div', { class: 'count' }, f.models === 1 ? '1 model tried' : `${f.models} models tried`)),
-      ...f.cells.map(([k, v]) => el('div', { class: 'cell' }, el('small', {}, k), v ? el('b', {}, v) : el('span', { class: 'none' }, 'none yet'))),
-      f.note ? el('p', { class: 'note' }, f.note) : null));
+      el('div', { class: 'famhead' }, familyChip(f.family, f.color), el('div', { class: 'count' }, plural(f.models, 'model'))),
+      ...f.cells.map(([k, v]) => el('div', { class: 'cell' }, el('small', {}, k), v ? el('b', {}, v) : el('span', { class: 'none' }, '–'))),
+      disclosure('note', 'small', f.note ? el('p', {}, f.note) : null)));
   }
 }
 function fill(host, items, render, emptyText) {
@@ -136,9 +146,9 @@ function pickCard(p) {
     el('div', { class: 'role' }, p.role),
     el('h4', {}, p.short || p.model || 'unnamed'),
     el('div', { class: 'meta' }, familyChip(p.family, p.color), p.uncensored ? kindChip('uncensored') : null, p.quant ? el('span', { class: 'mono' }, p.quant) : null, p.engine ? el('span', { class: 'mono' }, p.engine) : null, p.missing ? kindChip('no model card in data') : null),
-    p.verdict ? el('p', { class: 'verdict-text' }, p.verdict) : null,
-    p.tradeoff ? el('p', { class: 'trade' }, p.tradeoff) : null,
-    p.runs.length ? el('ul', {}, ...p.runs.map(runLine)) : null);
+    p.verdict ? el('p', { class: 'verdict-text' }, D.firstSentence(p.verdict)) : null,
+    p.runs.length ? el('ul', {}, ...p.runs.map(runLine)) : null,
+    disclosure('trade-off', 'small', p.tradeoff ? el('p', {}, p.tradeoff) : null));
 }
 
 // ------------------------------------------------------------------- runs
@@ -157,7 +167,7 @@ function renderRuns(data) {
     const host = $('ladder'); clear(host); host.appendChild(speedLadder(rows, { limit }));
     const more = $('ladder-more');
     more.hidden = rows.length <= limit;
-    more.textContent = `Show ${Math.min(40, rows.length - limit)} more rows (${rows.length - limit} left)`;
+    more.textContent = `Show ${Math.min(40, rows.length - limit)} more (${rows.length - limit} left)`;
     const tbl = $('run-table'); clear(tbl); tbl.appendChild(runTable(rows));
   };
   form.addEventListener('input', () => { limit = 40; draw(); });
@@ -195,51 +205,60 @@ function renderStruggle(data) {
   if (!rows.length) { host.appendChild(el('p', { class: 'empty' }, 'No test-2 runs with a struggle score yet.')); return; }
   const draw = () => { clear(host); host.appendChild(struggleStrip(rows, host.clientWidth - 16)); };
   draw();
-  let t; addEventListener('resize', () => { clearTimeout(t); t = setTimeout(draw, 150); });
+  onResize(draw);
   const sum = D.struggleSummary(rows);
   const row = $('struggle-summary'); clear(row);
   for (const v of ['pass', 'partial', 'fail']) {
     if (!sum[v]) continue;
-    row.appendChild(el('div', { class: 'stat' }, el('div', { class: 'k' }, verdictChip(v), `${sum[v].n} runs`), el('div', { class: 'v' }, fmt(sum[v].median, 1), el('small', {}, ' median errors / kloc'))));
+    row.appendChild(el('div', { class: 'stat' }, el('div', { class: 'k' }, verdictChip(v), plural(sum[v].n, 'run')), el('div', { class: 'v' }, fmt(sum[v].median, 1), el('small', {}, ' median err / kloc'))));
   }
   const c = D.cleanestRun(rows);
-  if (c) row.appendChild(el('div', { class: 'stat' }, el('div', { class: 'k' }, 'cleanest passing build'),
-    el('div', { class: 'v' }, c.short, el('small', {}, ` ${fmt(c.struggle.errors_per_kloc, 1)} errors / kloc · ${fmt(c.struggle.compiles, 0)} build${c.struggle.compiles === 1 ? '' : 's'} · ${fmt(c.struggle.loc, 0)} lines`)),
-    el('div', { class: 'k' }, verdictChip(c.verdict))));
+  if (c) row.appendChild(el('div', { class: 'stat wide' }, el('div', { class: 'k' }, 'cleanest pass'),
+    el('div', { class: 'v' }, c.short, el('small', {}, ` ${fmt(c.struggle.errors_per_kloc, 1)} err / kloc · ${plural(c.struggle.compiles, 'build')} · ${fmt(c.struggle.loc, 0)} lines`))));
+}
+let resizeFns = [];
+function onResize(fn) {
+  resizeFns.push(fn);
+  if (resizeFns.length === 1) { let t; addEventListener('resize', () => { clearTimeout(t); t = setTimeout(() => resizeFns.forEach((f) => f()), 150); }); }
 }
 
 // ----------------------------------------------------------------- test 3
 function renderTest3(data) {
-  const { groups, rubricMax } = D.test3Groups(data);
+  const { groups, flavors, rubricMax } = D.test3Groups(data);
+  const lede = $('test3-lede');
+  const t = D.testOf(data, '3');
+  // the flavours, as the data names them, make the one line under the title
+  lede.textContent = flavors.length ? flavors.map((f) => `${f}: ${/G$/i.test(f) ? 'known-good server' : /O$/i.test(f) ? "the model's own server" : 'flavour'}`).join(' · ') : (t.what || '');
   const host = $('test3-groups');
-  const btn = $('test3-more');
-  const r = revealList(host, groups, (g) => el('article', { class: 't3', style: { '--c': g.color } },
+  const head = el('div', { class: 't3-head', 'aria-hidden': 'true' }, el('span', {}), el('span', {}, 'MCP facts'), el('span', {}, 'API facts'), el('span', {}, 'rubric'), el('span', {}, 'judged'), el('span', { class: 'num' }, 'speed · time'));
+  revealList(host, groups, (g) => el('article', { class: 't3', style: { '--c': g.color } },
     el('div', { class: 'head' }, el('b', {}, g.short), el('div', { class: 'chips' }, familyChip(g.family, g.color), g.uncensored ? kindChip('uncensored') : null)),
-    el('div', { class: 'flavors' }, ...g.rows.map((row) => el('div', { class: 't3-row' },
-      el('span', { class: 'flavor', title: `flavor ${row.flavor}` }, row.flavor),
-      el('div', { class: 'facts' },
-        el('span', {}, 'MCP facts ', pips(row.mcp_facts.got, row.mcp_facts.of), ` ${row.mcp_facts.text}`),
-        el('span', {}, 'API facts ', pips(row.api_facts.got, row.api_facts.of, 'api'), ` ${row.api_facts.text}`),
-        el('span', {}, 'rubric ', pips(row.rubric, rubricMax, 'rubric'), el('span', { class: 'rubric-num' }, ` ${ofMax(row.rubric, rubricMax)}`)),
-        el('span', { class: `judge ${row.judgement_right === true ? 'ok' : row.judgement_right === false ? 'bad' : ''}` }, row.judgement_right === true ? '✓ judged the server right' : row.judgement_right === false ? '✗ misjudged the server' : 'judgement not recorded')),
-      el('span', { class: 'num' }, `${fmt(row.tps, 1)} tok/s · ${fmtMinutes(row.minutes)}`),
-      ...noteBlock(row.note, 220))))), { step: 8, label: 'Show more models' });
-  btn.hidden = true; // revealList carries its own button
-  return r;
+    el('div', { class: 'flavors' }, ...g.rows.map((row) => {
+      const [note, noteBtn] = noteBlock(row.note);
+      const judge = row.judgement_right === true ? 'ok' : row.judgement_right === false ? 'bad' : '';
+      return el('div', { class: 't3-row' },
+        el('span', { class: 'flavor', title: `flavor ${row.flavor}` }, row.flavor),
+        el('span', { class: 'cell' }, pips(row.mcp_facts.got, row.mcp_facts.of), el('small', {}, row.mcp_facts.text)),
+        el('span', { class: 'cell' }, pips(row.api_facts.got, row.api_facts.of, 'api'), el('small', {}, row.api_facts.text)),
+        el('span', { class: 'cell' }, pips(row.rubric, rubricMax, 'rubric'), el('small', { class: 'rubric-num' }, ofMax(row.rubric, rubricMax))),
+        el('span', { class: `judge ${judge}`, role: 'img', 'aria-label': judge === 'ok' ? 'judged the server right' : judge === 'bad' ? 'misjudged the server' : 'judgement not recorded', title: judge === 'ok' ? 'judged the server right' : judge === 'bad' ? 'misjudged the server' : 'judgement not recorded' }, judge === 'ok' ? '✓' : judge === 'bad' ? '✗' : '·'),
+        el('span', { class: 'num' }, `${fmt(row.tps, 1)} tok/s · ${fmtMinutes(row.minutes)}`, noteBtn),
+        note);
+    }))), { step: 8, label: 'Show more models' });
+  if (groups.length) host.insertBefore(head, host.firstChild);
 }
 
 // -------------------------------------------------------------------- A/B
 function renderAB(data) {
   const { groups, engines, colors, max } = D.abGroups(data);
   const legend = $('ab-legend'); clear(legend);
-  for (const e of engines) legend.appendChild(el('li', {}, el('i', { style: { '--c': colors.get(e) }, 'aria-hidden': 'true' }), `engine ${e}`));
-  if (engines.length) legend.appendChild(el('li', {}, 'dot = one probe variant; the line spans the model’s range; ×n is the gain between engines with the same flags'));
+  for (const e of engines) legend.appendChild(el('li', {}, el('i', { style: { '--c': colors.get(e) }, 'aria-hidden': 'true' }), e));
   const host = $('ab-groups'); clear(host);
   if (!groups.length) { host.appendChild(el('p', { class: 'empty' }, 'No engine probes yet.')); return; }
   for (const g of groups.filter((g) => !g.allFailed)) host.appendChild(abDumbbell(g, max, colors));
   const failed = data.ab.filter((r) => r.decode == null);
   if (failed.length) {
-    host.appendChild(el('details', { class: 'ab-errors' }, el('summary', {}, `${failed.length} probe${failed.length === 1 ? '' : 's'} failed to load`),
+    host.appendChild(el('details', { class: 'ab-errors fold' }, el('summary', {}, `${plural(failed.length, 'probe')} failed to load`),
       el('ul', {}, ...failed.map((r) => el('li', {}, el('b', {}, D.shortLabel(D.modelOf(data, r.model).label)), ` · ${r.engine} · ${r.variant}: `, el('code', {}, r.error.slice(0, 160) || 'no error text'))))));
   }
 }
@@ -248,24 +267,16 @@ function renderAB(data) {
 function renderOneshots(data) {
   const sets = D.oneshotSets(data);
   const setRow = $('oneshot-sets'); clear(setRow);
+  const n = (v, k) => el('span', { class: 'sn' }, el('b', {}, fmt(v, v != null && v < 10 && v % 1 ? 1 : 0)), ' ', k);
   for (const s of sets) {
-    setRow.appendChild(el('div', { class: 'set-card' }, el('b', {}, `Test ${s.test} · ${s.name}`),
-      el('span', {}, `${s.n} replies · ${s.withFrames} rendered · ${s.full} full marks · ${s.zero} scored zero`),
-      el('span', {}, `${s.cut} cut off by the token cap${s.mean != null ? ` · mean ${fmt(s.mean, 1)}` : ''}`),
-      s.live > 0 ? el('span', { class: 'live-n' }, el('i', { 'aria-hidden': 'true' }, '▶'), ` ${s.live} can be played live`) : null));
-  }
-  // header line: how many pieces can be played, from the data
-  const liveLine = $('oneshot-live');
-  const playable = sets.reduce((n, s) => n + (s.live || 0), 0), total = sets.reduce((n, s) => n + s.n, 0);
-  if (liveLine) {
-    clear(liveLine);
-    liveLine.hidden = playable <= 0;
-    if (playable > 0) liveLine.append(el('i', { 'aria-hidden': 'true' }, '▶'), ` ${fmt(playable, 0)} of the ${fmt(total, 0)} replies produced a file you can run here, exactly as the model wrote it: `,
-      sets.filter((s) => s.live > 0).map((s) => `${fmt(s.live, 0)} ${plural(s.set, s.live)}`).join(' and '),
-      '. Press “Play live” on a card; each piece runs alone, in a sandboxed frame.');
+    setRow.appendChild(el('div', { class: `set-card ${(s.kind || '').replace(/[^a-z-]/gi, '')}` },
+      el('div', { class: 'set-head' }, el('b', {}, s.label), kindChip(`test ${s.test}`)),
+      el('div', { class: 'set-nums' }, n(s.n, 'pieces'), s.live > 0 ? el('span', { class: 'sn live-n' }, el('i', { 'aria-hidden': 'true' }, '▶'), el('b', {}, fmt(s.live, 0)), ' live') : null,
+        s.mean != null ? n(s.mean, `mean of ${fmt(s.max, 0)}`) : null, n(s.full, 'full'), n(s.zero, 'zero'), s.cut ? n(s.cut, 'cut') : null)));
   }
+  renderPairs(data);
   const tsel = $('o-test'); clear(tsel); tsel.appendChild(el('option', { value: 'all' }, 'all'));
-  for (const s of sets) tsel.appendChild(el('option', { value: s.test }, `${s.test} · ${s.name}`));
+  for (const s of sets) tsel.appendChild(el('option', { value: s.set }, `${s.label} · test ${s.test}`));
   const form = $('oneshot-filters');
   const grid = $('oneshot-grid');
   let current = [];
@@ -273,8 +284,8 @@ function renderOneshots(data) {
     const cards = D.oneshotCards(data, { test: tsel.value, sort: $('o-sort').value, q: $('o-q').value.trim() });
     current = cards;
     const live = cards.filter((c) => c.live).length;
-    $('o-count').textContent = `${cards.length} replies${live ? ` · ${live} playable` : ''}`;
-    revealList(grid, cards, (c, i) => shotCard(c, () => openViewerAt(current, i)), { step: 12, label: 'Show more replies' });
+    $('o-count').textContent = `${cards.length} pieces${live ? ` · ${live} live` : ''}`;
+    revealList(grid, cards, (c, i) => shotCard(c, () => openViewerAt(current, i)), { step: 12, label: 'Show more' });
   };
   const openViewerAt = (cards, i) => { const btn = grid.querySelector(`.shot[data-case="${CSS.escape(cards[i].case)}"] .play`); openViewer(cards, i, btn); };
   form.addEventListener('input', draw);
@@ -282,18 +293,41 @@ function renderOneshots(data) {
   draw();
   startFlipbooks(grid);
 }
-const plural = (w, n) => (n === 1 ? w : /y$/.test(w) ? `${w.slice(0, -1)}ies` : `${w}s`);
-const blankCard = (c) => el('div', { class: 'blank' }, el('span', {}, el('i', { 'aria-hidden': 'true' }, '∅'), c.finish === 'length' ? 'Cut off by the token cap, nothing to render' : c.frames.length ? 'The renders could not be loaded' : 'No render available'));
+// One shot against agent: one paired chart per agent set, drawn from the same rows as the gallery.
+function renderPairs(data) {
+  const panels = D.agentPairs(data);
+  const block = $('agent'), host = $('pairs'), lede = $('pairs-lede');
+  clear(host);
+  block.hidden = !panels.length;
+  if (!panels.length) return;
+  lede.textContent = 'Same model, same rubric; best of n one-shots.';
+  const draw = () => {
+    clear(host);
+    const figs = panels.map((p) => {
+      const fig = el('figure', { class: 'pair-fig' });
+      fig.append(el('figcaption', {}, el('b', {}, p.baseLabel), el('span', { class: 'arrow' }, ' → '), el('b', {}, p.label),
+        el('span', { class: 'pair-stat' }, `mean ${p.meanOneshot == null ? '–' : fmt(p.meanOneshot)} → ${p.meanAgent == null ? '–' : fmt(p.meanAgent)} · ${p.lifted} of ${p.paired} up`)));
+      host.appendChild(fig);
+      return fig;
+    });
+    // every figure is in the grid now, so each chart takes the width its figure really has (one or two columns)
+    panels.forEach((p, i) => figs[i].appendChild(pairDumbbell(p, Math.max(280, figs[i].clientWidth - 22))));
+  };
+  draw();
+  onResize(draw);
+}
+const blankCard = (c) => el('div', { class: 'blank' }, el('span', {}, el('i', { 'aria-hidden': 'true' }, '∅'), /length|cap/i.test(c.finish) ? 'cut off, nothing to render' : c.frames.length ? 'renders could not be loaded' : 'no render'));
 function shotCard(c, onPlay) {
   const pic = el('div', { class: 'pic' });
   const frames = c.frames;
+  const square = /orrery/i.test(c.set);
   if (frames.length) {
     const last = frames.length - 1;
     let failed = 0;
     // The last frame is the richest, so it is shown first and fetched eagerly; the others load lazily and the
     // flipbook only ever advances onto a frame that has really loaded. If none loads the card goes blank.
     const imgs = frames.map((f, i) => {
-      const im = el('img', { src: f.url, alt: `${c.alt}, frame at ${f.ms == null ? '?' : fmt(f.ms, 0)} ms`, loading: i === last ? 'eager' : 'lazy', decoding: 'async', width: c.set === 'orrery' ? 1000 : 1280, height: c.set === 'orrery' ? 1000 : 800, class: i === last ? 'on' : '' });
+      const im = el('img', { src: f.url, alt: `${c.alt}, frame at ${f.ms == null ? '?' : fmt(f.ms, 0)} ms`, loading: i === last ? 'eager' : 'lazy', decoding: 'async', width: square ? 1000 : 1280, height: square ? 1000 : 800, class: i === last ? 'on' : '' });
       im.addEventListener('load', () => { if (im.classList.contains('on')) pic.dataset.loaded = '1'; });
       im.addEventListener('error', () => { im.classList.add('broken'); if (++failed === frames.length) { clear(pic); delete pic.dataset.flip; pic.appendChild(blankCard(c)); } });
       return im;
@@ -318,23 +352,19 @@ function shotCard(c, onPlay) {
     pic.appendChild(play);
     if (c.full) pic.appendChild(el('span', { class: 'ribbon', 'aria-hidden': 'true' }, 'live'));
   }
-  const [note, noteBtn] = noteBlock(c.note, 160);
+  const [note, noteBtn] = noteBlock(c.note);
   const body = el('div', { class: 'body' },
-    el('div', {}, el('b', {}, c.short), el('div', { class: 'meta' }, familyChip(c.family, c.color), c.uncensored ? kindChip('uncensored') : null,
-      el('span', {}, `${fmt(c.tok_s, 1)} tok/s`), el('span', {}, `${fmt(c.tokens, 0)} tokens`), c.finish === 'length' ? el('span', { class: 'cut' }, 'hit the cap') : null)),
+    el('div', {}, el('b', {}, c.short), el('div', { class: 'meta' }, familyChip(c.family, c.color), kindChip(c.setLabel, c.kind === 'agentic' ? 'agentic' : ''), c.uncensored ? kindChip('uncensored') : null,
+      el('span', {}, `${fmt(c.tok_s, 1)} tok/s`), /length|cap/i.test(c.finish) ? el('span', { class: 'cut' }, c.finish === 'length' ? 'hit the cap' : c.finish) : null, noteBtn)),
     petalScore(c), note);
-  const pmax = c.pointMax > 0 ? c.pointMax : 1;
-  if (c.points.length) body.appendChild(el('div', { class: 'pts' }, ...c.points.map((p) => { const v = p.value || 0; return el('span', { class: v <= 0 ? 'l0' : v >= pmax ? 'l2' : 'l1' }, `${p.name} ${fmt(p.value)}`); })));
-  if (noteBtn) body.appendChild(noteBtn);
   return el('article', { class: `shot${c.full && frames.length ? ' featured' : ''}${c.live ? ' playable' : ''}`, title: c.case, 'data-case': c.case, style: { '--c': c.color } }, pic, body);
 }
-// A clamped note plus a "full note" toggle when it is long. Returns [p, button|null].
-function noteBlock(text, threshold) {
+// A grader's or operator's note, folded away behind a "note" toggle. Returns [p, button] or [null, null].
+function noteBlock(text) {
   if (!text) return [null, null];
-  const p = el('p', { class: 'note' }, text);
-  if (text.length <= threshold) return [p, null];
-  const b = el('button', { type: 'button', class: 'noteb', 'aria-expanded': 'false' }, 'full note');
-  b.addEventListener('click', () => { const open = p.classList.toggle('open'); b.setAttribute('aria-expanded', String(open)); b.textContent = open ? 'less' : 'full note'; });
+  const p = el('p', { class: 'note', hidden: true }, text);
+  const b = el('button', { type: 'button', class: 'noteb', 'aria-expanded': 'false' }, 'note');
+  b.addEventListener('click', () => { p.hidden = !p.hidden; b.setAttribute('aria-expanded', String(!p.hidden)); b.classList.toggle('open', !p.hidden); });
   return [p, b];
 }
 const imgLoaded = (im) => im.complete && im.naturalWidth > 0;
@@ -367,68 +397,61 @@ function startFlipbooks(grid) {
 }
 
 // --------------------------------------------------------------- findings
+// A card leads with its numbers: the first metric as big numerals, the rest as before/after bars. The summary is
+// its first sentence; the full text, settings, quality check and caveat fold away.
 function renderFindings(data) {
-  const host = $('findings-list'); clear(host);
-  if (!data.findings.length) { host.appendChild(el('p', { class: 'empty' }, 'No headline findings yet.')); return; }
-  for (const f of data.findings) {
+  const host = $('findings-list');
+  revealList(host, data.findings, (f) => {
     const metrics = D.findingMetrics(f);
     const right = el('div', { class: 'numbers' });
     if (metrics.length) {
-      // the lead metric is the typographic moment; the rest are bars under it
       const lead = metrics.find((m) => m.after != null) || metrics[0];
       right.appendChild(bigNumeral(lead));
-      const rest = metrics.filter((m) => m !== lead);
-      if (rest.length) {
-        right.appendChild(el('div', { class: 'ba-key' }, el('span', {}, el('i', { class: 'before' }), 'before'), el('span', {}, el('i', { class: 'after' }), 'after')));
-        for (const m of rest) right.appendChild(beforeAfter(m));
-      }
+      for (const m of metrics.filter((m) => m !== lead)) right.appendChild(beforeAfter(m));
     }
-    if (f.quality) right.appendChild(el('p', { class: 'quality', 'data-k': 'quality check' }, f.quality));
-    if (f.caveat) right.appendChild(el('p', { class: 'caveat', 'data-k': 'caveat' }, f.caveat));
-    host.appendChild(el('article', { class: 'finding' },
+    const line = D.firstSentence(f.summary);
+    const more = disclosure('details', '',
+      f.summary && f.summary !== line ? el('p', {}, f.summary) : null,
+      f.settings ? el('p', { class: 'settings' }, 'settings ', el('code', {}, f.settings)) : null,
+      f.quality ? el('p', { class: 'quality', 'data-k': 'quality check' }, f.quality) : null,
+      f.caveat ? el('p', { class: 'caveat', 'data-k': 'caveat' }, f.caveat) : null);
+    return el('article', { class: 'finding' },
       el('div', { class: 'when' }, f.date ? el('time', { datetime: f.date }, fmtDate(f.date)) : null, kindChip(f.kind)),
       el('h3', {}, f.title),
-      el('div', {}, el('p', { class: 'summary' }, f.summary), f.settings ? el('p', { class: 'settings' }, 'settings ', el('code', {}, f.settings)) : null),
-      right));
-  }
+      el('div', { class: 'text' }, line ? el('p', { class: 'summary' }, line) : null, more),
+      right);
+  }, { step: 8, label: 'Show more findings' });
+  if (!data.findings.length) { clear(host); host.appendChild(el('p', { class: 'empty' }, 'No headline findings yet.')); }
 }
 
 // --------------------------------------------------------------- timeline
+// Date, title, the what line; a month mark where the month turns; why on hover, focus or the toggle.
 function renderTimeline(data) {
   const ol = $('timeline-list'); clear(ol);
   if (!data.timeline.length) { ol.appendChild(el('li', { class: 'empty' }, 'No timeline yet.')); return; }
+  let month = '';
   for (const t of data.timeline) {
-    ol.appendChild(el('li', {},
-      el('div', { class: 'date' }, t.date ? el('time', { datetime: t.date }, fmtDate(t.date)) : null, t.era ? el('span', { class: 'era' }, t.era) : null),
-      el('h3', {}, t.title), t.what ? el('p', { class: 'what' }, t.what) : null, t.why ? el('p', { class: 'why' }, t.why) : null));
+    const m = t.date.slice(0, 7);
+    if (m && m !== month) { month = m; ol.appendChild(el('li', { class: 'month', 'aria-hidden': 'true' }, el('span', {}, monthName(m)))); }
+    const why = t.why ? el('p', { class: 'why' }, t.why) : null;
+    const btn = why ? el('button', { type: 'button', class: 'noteb why-b', 'aria-expanded': 'false' }, 'why') : null;
+    const li = el('li', {},
+      el('div', { class: 'date' }, t.date ? el('time', { datetime: t.date }, dayLabel(t.date)) : null, t.era ? el('span', { class: 'era' }, t.era) : null),
+      el('h3', {}, t.title), t.what ? el('p', { class: 'what' }, t.what, ' ', btn) : btn, why);
+    if (btn) btn.addEventListener('click', () => { const open = li.classList.toggle('open'); btn.setAttribute('aria-expanded', String(open)); });
+    ol.appendChild(li);
   }
 }
+const MONTHS = ['January', 'February', 'March', 'April', 'May', 'June', 'July', 'August', 'September', 'October', 'November', 'December'];
+const monthName = (ym) => { const m = ym.match(/^(\d{4})-(\d{2})/); return m ? `${MONTHS[+m[2] - 1] || m[2]} ${m[1]}` : ym; };
+const dayLabel = (d) => { const m = d.match(/^\d{4}-(\d{2})-(\d{2})/); return m ? `${(MONTHS[+m[1] - 1] || m[1]).slice(0, 3)} ${+m[2]}` : fmtDate(d); };
 
-// -------------------------------------------------------------------- log
-function renderLog(data) {
-  const kinds = D.eventKinds(data);
-  const row = $('event-kinds'); clear(row);
-  let active = 'all';
-  const host = $('events-list');
-  const draw = () => {
-    const items = active === 'all' ? data.events : data.events.filter((e) => e.kind === active);
-    revealList(host, items, (e) => el('article', { class: 'event' },
-      el('div', {}, el('time', {}, e.when), kindChip(e.kind)), el('p', {}, e.text)), { step: 12, label: 'Show more entries' });
-    row.querySelectorAll('button').forEach((b) => b.setAttribute('aria-pressed', String(b.dataset.kind === active)));
-  };
-  const mk = (kind, label) => { const b = el('button', { type: 'button', 'data-kind': kind, 'aria-pressed': 'false' }, label); b.addEventListener('click', () => { active = kind; draw(); }); return el('li', {}, b); };
-  row.appendChild(mk('all', `all ${data.events.length}`));
-  for (const k of kinds) row.appendChild(mk(k.kind, `${k.kind} ${k.n}`));
-  draw();
-}
-
-// ---------------------------------------------------------------- caveats
-function renderCaveats(data) {
+// ------------------------------------------------------------------ footer
+function renderFoot(data) {
   const ol = $('caveat-list'); clear(ol);
+  $('caveats-summary').textContent = data.caveats.length ? `${plural(data.caveats.length, 'caveat')}, read before quoting a number` : 'Caveats';
   if (!data.caveats.length) ol.appendChild(el('li', {}, 'No caveats are recorded in the data. Treat every number as one sample from a changing harness.'));
   for (const c of data.caveats) ol.appendChild(el('li', {}, c));
-}
-function renderLinks(data) {
   const ul = $('links'); clear(ul);
   const names = { repo: 'Repository', cards: 'Model cards', method: 'Method', conclusions: 'Conclusions', log: 'Research log' };
   for (const [k, v] of Object.entries(data.links)) ul.appendChild(el('li', {}, repoLink(v, names[k] || k)));
@@ -448,4 +471,3 @@ function renderMotifs(data) {
 }
 
 main();
-export { svg };
diff --git a/site/assets/charts.js b/site/assets/charts.js
index a377657..d3d10b0 100644
--- a/site/assets/charts.js
+++ b/site/assets/charts.js
@@ -16,7 +16,9 @@ export function speedLadder(rows, { limit = 40 } = {}) {
     tick.style.left = `${scale.pos(t) * 100}%`;
     axis.appendChild(tick);
   }
-  wrap.appendChild(el('div', { class: 'ladder-head' }, el('span', {}, 'model · run'), axis, el('span', { class: 'num' }, 'tok/s')));
+  // the verdict key rides the head, in the colours the bars use
+  const key = el('span', { class: 'vkey' }, ...['pass', 'partial', 'fail'].map((v) => el('span', { class: `v-${v}` }, el('span', { 'aria-hidden': 'true' }, VERDICT_GLYPH[v]), ` ${v}`)));
+  wrap.appendChild(el('div', { class: 'ladder-head' }, key, axis, el('span', { class: 'num' }, 'tok/s')));
   const list = el('ol', { class: 'ladder-rows' });
   rows.slice(0, limit).forEach((r) => {
     const pct = Math.max(0.6, scale.pos(r.tps) * 100);
@@ -73,6 +75,46 @@ export function struggleStrip(rows, width) {
   return root;
 }
 
+// One shot against agent: one row per model, a hollow mark for the best one-shot score and a filled mark (family colour)
+// for the agent score on a 0..max axis, joined by a line that is green when the agent did better. Numbers sit at the end
+// of every row, so the chart needs no legend beyond the two glyphs in its head.
+export function pairDumbbell(panel, width) {
+  const W = Math.max(320, width || 560), left = Math.min(230, Math.max(120, Math.round(W * 0.38))), right = 72, rowH = 24, top = 30, bottom = 24;
+  const rows = panel.rows;
+  const H = top + (rows.length + 1) * rowH + bottom;
+  const x = (v) => left + (Math.max(0, Math.min(panel.max, v)) / panel.max) * (W - left - right);
+  const root = svg('svg', { class: 'pairs', viewBox: `0 0 ${W} ${H}`, width: W, height: H, role: 'img',
+    'aria-label': `${panel.baseLabel} one-shot against ${panel.label} for ${rows.length} models, scores out of ${fmt(panel.max, 0)}: ` + rows.map((r) => `${r.short} ${r.oneshot == null ? 'no one-shot' : fmt(r.oneshot)} to ${r.agent == null ? 'not graded' : fmt(r.agent)}`).join('; ') });
+  const ticks = [0, panel.max / 2, panel.max];
+  for (const t of ticks) {
+    root.appendChild(svg('line', { x1: x(t), x2: x(t), y1: top - 4, y2: H - bottom + 4, class: 'grid' }));
+    root.appendChild(svg('text', { x: x(t), y: H - 6, class: 'axis', 'text-anchor': 'middle' }, fmt(t, 0)));
+  }
+  root.appendChild(svg('text', { x: left - 10, y: 14, class: 'axis dim', 'text-anchor': 'end' }, 'model'));
+  const head = svg('text', { x: W - 6, y: 14, class: 'axis dim', 'text-anchor': 'end' });
+  head.append(svg('tspan', { class: 'one' }, '○'), svg('tspan', {}, ' one-shot → '), svg('tspan', { class: 'agent' }, '●'), svg('tspan', {}, ' agent'));
+  root.appendChild(head);
+  const draw = (r, i, cls = '') => {
+    const cy = top + i * rowH + rowH / 2;
+    const g = svg('g', { class: `pair ${cls}`, tabindex: 0 });
+    g.appendChild(svg('title', {}, `${r.label}: one-shot ${r.oneshot == null ? 'none' : fmt(r.oneshot) + (r.oneshotN > 1 ? ` (best of ${r.oneshotN})` : '')} → agent ${r.agent == null ? 'not graded' : fmt(r.agent)}${r.agentN > 1 ? ` (best of ${r.agentN})` : ''}`));
+    const maxChars = Math.max(12, Math.floor((left - 14) / 7.2));
+    const name = r.short.length > maxChars ? r.short.slice(0, maxChars - 1).trimEnd() + '…' : r.short;
+    g.appendChild(svg('text', { x: left - 10, y: cy + 4, class: 'axis lbl', 'text-anchor': 'end' }, name));
+    if (r.oneshot != null && r.agent != null) g.appendChild(svg('line', { x1: x(r.oneshot), x2: x(r.agent), y1: cy, y2: cy, class: `link ${r.agent > r.oneshot ? 'up' : r.agent < r.oneshot ? 'down' : 'flat'}` }));
+    if (r.oneshot != null) g.appendChild(svg('circle', { cx: x(r.oneshot), cy, r: 5, class: 'one' }));
+    if (r.agent != null) g.appendChild(svg('circle', { cx: x(r.agent), cy, r: 6, class: 'agent', style: { '--c': r.color } }));
+    g.appendChild(svg('text', { x: W - right + 8, y: cy + 4, class: 'axis num' }, `${r.oneshot == null ? '–' : fmt(r.oneshot)} → ${r.agent == null ? '–' : fmt(r.agent)}`));
+    root.appendChild(g);
+  };
+  rows.forEach((r, i) => draw(r, i));
+  if (rows.length) {
+    root.appendChild(svg('line', { x1: 8, x2: W - 8, y1: top + rows.length * rowH + 1, y2: top + rows.length * rowH + 1, class: 'lane' }));
+    draw({ label: `mean of ${rows.length}`, short: 'mean', oneshot: panel.meanOneshot, agent: panel.meanAgent, color: '#f2c14e', oneshotN: 1, agentN: 1 }, rows.length, 'mean');
+  }
+  return root;
+}
+
 // Dumbbell for the A/B speed probes: decode tok/s per engine, same model on one line. Colours come per engine value.
 export function abDumbbell(group, max, colors) {
   const W = 100;
diff --git a/site/assets/data.js b/site/assets/data.js
index cdd47b2..2e5942b 100644
--- a/site/assets/data.js
+++ b/site/assets/data.js
@@ -5,9 +5,11 @@
 // Frame paths: relative, under frames/, every segment starts with a letter/digit/_/- (so "." and ".." segments and
 // dot-files are impossible), no "//", and the lookahead rejects ".." anywhere at all.
 export const FRAME_RE = /^(?!.*\.\.)frames\/(?:[A-Za-z0-9_-][A-Za-z0-9._-]*\/)*[A-Za-z0-9_-][A-Za-z0-9._-]*\.webp$/;
-// Live pieces (the model's own one-shot file, run only inside a sandboxed iframe): exactly live/<set>/<case>/<file>
-// with the two known sets and file names, one case segment of safe characters, and never ".." anywhere.
-export const LIVE_RE = /^live\/(pagoda|orrery)\/[A-Za-z0-9._-]+\/(page\.html|orrery\.svg)$/;
+// Live pieces (the model's own file, run only inside a sandboxed iframe): exactly live/<set>/<case>/<file> with the
+// four known sets, each paired with its one file name (a pagoda set serves page.html, an orrery set orrery.svg), one
+// case segment of safe characters, and never ".." anywhere. A new set must be added here by hand, on purpose.
+export const LIVE_SETS = ['pagoda', 'agent-pagoda', 'orrery', 'agent-orrery'];
+export const LIVE_RE = /^live\/(?:(?:pagoda|agent-pagoda)\/[A-Za-z0-9._-]+\/page\.html|(?:orrery|agent-orrery)\/[A-Za-z0-9._-]+\/orrery\.svg)$/;
 export const REPO_PREFIX = 'https://github.com/alexderz/agentic-model-testing';
 export const OTHER_FAMILIES = new Set(['other', 'unknown', '']);
 export const OTHER_COLOR = '#8a94a8'; // neutral silver for Other/Unknown; never handed to a real family
@@ -56,6 +58,15 @@ export function fmtDate(s) {
   return `${months[mi] || m[2]} ${+m[3]}, ${m[1]}`;
 }
 export const shortLabel = (label) => str(label).split(' · ')[0].trim();
+// The first sentence of a paragraph (up to the first ". ", "! " or "? "), for one-line summaries.
+export function firstSentence(s) {
+  const t = str(s).trim();
+  const m = t.match(/^(.*?[.!?])(?:\s|$)/);
+  return m ? m[1] : t;
+}
+// A set key as a label: "agent-pagoda" → "agent pagoda". The base set of an agent set is the same key without "agent-".
+export const setLabel = (set) => str(set).replace(/-/g, ' ');
+export const baseSet = (set) => (/^agent-/.test(str(set)) ? str(set).slice(6) : null);
 export const frameMs = (url) => { const m = str(url).match(/(\d+)\.webp$/); return m ? +m[1] : null; };
 // Deterministic 0..1 from a string (FNV-1a); used to scatter decorative marks without Math.random.
 export function hash01(s) {
@@ -227,12 +238,31 @@ export const colorOf = (colors, family) => (colors && colors.has(family) ? color
 
 // ------------------------------------------------------------------- scales
 // "n of m" scales come from the data: an optional tests[].max_* field, else the largest value seen.
+// Checks: tests[].max_checks, else the largest value seen for the test. When the test's passing runs reach different
+// totals (test 4: each ticket has its own hidden-check count) there is no single scale and the count stands alone.
 export function checksMax(data, test) {
   const t = testOf(data, test);
   if (t.max_checks != null) return t.max_checks;
   const k = testKey(test);
-  const seen = arr(data.runs).filter((r) => r.test === k || r.flavor === k).map((r) => r.checks).filter((v) => v != null);
-  return seen.length ? Math.max(...seen) : null;
+  const rows = arr(data.runs).filter((r) => r.test === k || r.flavor === k);
+  const seen = rows.map((r) => r.checks).filter((v) => v != null);
+  if (!seen.length) return null;
+  const passing = new Set(rows.filter((r) => r.verdict === 'pass' && r.checks != null).map((r) => r.checks));
+  return passing.size > 1 ? null : Math.max(...seen);
+}
+// Names for the one-shot rubric points: tests[].points, else the parenthesised list in tests[].graded that has one name per
+// point ("five points of 0-2 (draws, planets, gears, lighting, motion)"), else the base set's names for an agent set.
+export function pointNames(data, test, set, n, depth = 0) {
+  const t = testOf(data, test);
+  if (t.points.length) return t.points;
+  for (const m of str(t.graded).matchAll(/\(([^()]+)\)/g)) {
+    const names = m[1].split(',').map((x) => x.trim()).filter(Boolean);
+    if (n > 0 && names.length === n && names.every((x) => /^[A-Za-z][A-Za-z -]*$/.test(x))) return names;
+  }
+  const base = baseSet(set);
+  const rows = base ? arr(obj(data.oneshots)[base]) : [];
+  if (rows.length && depth < 2) return pointNames(data, rows[0].test, base, n, depth + 1);
+  return [];
 }
 export function pointMax(data, test) {
   const t = testOf(data, test);
@@ -262,12 +292,18 @@ export function summary(data) {
   const dates = [...runs.map((r) => r.finished), ...arr(data.test3).map((r) => r.finished)].filter(Boolean).sort();
   const findingDates = arr(data.findings).map((f) => f.date).filter(Boolean).sort();
   const families = familyOrder(data).filter((f) => !OTHER_FAMILIES.has(f.toLowerCase()));
-  const minutes = runs.reduce((s, r) => s + (r.minutes || 0), 0) + arr(data.test3).reduce((s, r) => s + (r.minutes || 0), 0);
+  const minutes = runs.reduce((s, r) => s + (r.minutes || 0), 0) + arr(data.test3).reduce((s, r) => s + (r.minutes || 0), 0)
+    + oneshotRows.reduce((s, r) => s + (testOf(data, r.test).kind === 'agentic' && r.wall_s ? r.wall_s / 60 : 0), 0);
+  // a one-shot set holds one reply each; a set whose test is agentic (test 8) holds agent pieces
+  const agentPieces = oneshotRows.filter((r) => testOf(data, r.test).kind === 'agentic').length;
+  // the span of dated things: timeline steps, runs, test 3 rows and findings
+  const all = [...dates, ...findingDates, ...arr(data.timeline).map((t) => t.date).filter(Boolean)].map((d) => d.slice(0, 10)).sort();
   return {
     models: models.length, families: families.length, runs: runs.length, passes, test3: arr(data.test3).length,
-    oneshots: oneshotRows.length, frames, playable, uncensored: models.filter((m) => data.models[m].uncensored).length,
+    oneshots: oneshotRows.length - agentPieces, agentPieces, frames, playable, uncensored: models.filter((m) => data.models[m].uncensored).length,
     fastest: tps.length ? Math.max(...tps) : null, slowest: tps.length ? Math.min(...tps) : null,
     first: dates[0] || '', last: dates[dates.length - 1] || '', newestFinding: findingDates[findingDates.length - 1] || '', agentHours: minutes / 60,
+    covers: { from: all[0] || '', to: all[all.length - 1] || '' },
     tests: new Set([...runs.map(effectiveTest), ...arr(data.test3).length ? ['3'] : [], ...oneshotRows.map((r) => r.test)]).size,
   };
 }
@@ -439,14 +475,14 @@ export function oneshotCards(data, { test = 'all', sort = 'score', q = '' } = {}
     for (const r of rows) {
       const m = modelOf(data, r.entry), t = testOf(data, r.test);
       if (!pmax.has(r.test)) pmax.set(r.test, pointMax(data, r.test));
-      const pointNames = t.points.length ? t.points : [];
+      const names = pointNames(data, r.test, set, r.points.length);
       const pointMaxV = pmax.get(r.test);
       const max = r.points.length * pointMaxV;
       cards.push({
-        ...r, set, modelLabel: m.label, short: shortLabel(m.label), family: m.family, color: colorOf(colors, m.family), uncensored: m.uncensored,
+        ...r, set, setLabel: setLabel(set), kind: t.kind, modelLabel: m.label, short: shortLabel(m.label), family: m.family, color: colorOf(colors, m.family), uncensored: m.uncensored,
         testName: t.name, pointMax: pointMaxV, max, full: max > 0 && r.total != null && r.total >= max,
-        points: r.points.map((p, i) => ({ ...p, name: pointNames[i] || p.key })),
-        alt: `${t.name || `Test ${r.test}`} by ${shortLabel(m.label)}, test ${r.test}`,
+        points: r.points.map((p, i) => ({ ...p, name: names[i] || p.key })),
+        alt: `${setLabel(set)} by ${shortLabel(m.label)}, test ${r.test}`,
       });
     }
   }
@@ -465,11 +501,45 @@ export function oneshotSets(data) {
     const t = rows.length ? testOf(data, rows[0].test) : null;
     const pm = rows.length ? pointMax(data, rows[0].test) : 1;
     const graded = rows.filter((r) => r.total != null);
-    return { set, test: rows.length ? rows[0].test : '?', name: t ? t.name : set, n: rows.length, withFrames: rows.filter((r) => r.frames.length).length, live: rows.filter((r) => r.live).length,
-      pointMax: pm, full: graded.filter((r) => r.points.length && r.total >= r.points.length * pm).length, zero: graded.filter((r) => r.total === 0).length,
-      cut: rows.filter((r) => r.finish === 'length').length, mean: graded.length ? graded.reduce((s, r) => s + r.total, 0) / graded.length : null };
+    return { set, label: setLabel(set), base: baseSet(set), kind: t ? t.kind : '', test: rows.length ? rows[0].test : '?', name: t ? t.name : set, n: rows.length, withFrames: rows.filter((r) => r.frames.length).length, live: rows.filter((r) => r.live).length,
+      pointMax: pm, max: rows.length ? Math.max(0, ...rows.map((r) => r.points.length * pm)) : 0, full: graded.filter((r) => r.points.length && r.total >= r.points.length * pm).length, zero: graded.filter((r) => r.total === 0).length,
+      cut: rows.filter((r) => /length|cap/i.test(r.finish)).length, mean: graded.length ? graded.reduce((s, r) => s + r.total, 0) / graded.length : null };
   });
 }
+// One shot against agent: for every set named agent-<base> whose base set exists, each agent row is paired with the best
+// graded one-shot reply by the same model (best of n, so the comparison favours the one-shot). Rows sort by agent score.
+export function agentPairs(data) {
+  const colors = familyColors(data);
+  const sets = obj(data.oneshots);
+  const panels = [];
+  for (const [set, rows] of Object.entries(sets)) {
+    const base = baseSet(set);
+    if (!base || !Array.isArray(sets[base])) continue;
+    const t = rows.length ? testOf(data, rows[0].test) : null;
+    const pm = rows.length ? pointMax(data, rows[0].test) : 1;
+    const max = Math.max(1, ...rows.map((r) => r.points.length * pm));
+    const byModel = new Map();
+    for (const r of rows) {
+      if (!byModel.has(r.entry)) byModel.set(r.entry, { agent: [], oneshot: [] });
+      byModel.get(r.entry).agent.push(r);
+    }
+    for (const r of sets[base]) if (byModel.has(r.entry) && r.total != null) byModel.get(r.entry).oneshot.push(r);
+    const best = (list) => list.filter((r) => r.total != null).sort((a, b) => b.total - a.total)[0] || null;
+    const out = [];
+    for (const [id, g] of byModel) {
+      const m = modelOf(data, id), a = best(g.agent), o = best(g.oneshot);
+      out.push({ model: id, label: m.label, short: shortLabel(m.label), family: m.family, color: colorOf(colors, m.family), uncensored: m.uncensored,
+        agent: a ? a.total : null, agentN: g.agent.length, agentCase: a ? a.case : '', oneshot: o ? o.total : null, oneshotN: g.oneshot.length, oneshotCase: o ? o.case : '' });
+    }
+    out.sort((a, b) => (b.agent ?? -1) - (a.agent ?? -1) || (b.oneshot ?? -1) - (a.oneshot ?? -1) || a.label.localeCompare(b.label));
+    const both = out.filter((r) => r.agent != null && r.oneshot != null);  // means over the same models on both sides
+    const mean = (k) => { const vs = both.map((r) => r[k]); return vs.length ? vs.reduce((s, v) => s + v, 0) / vs.length : null; };
+    panels.push({ set, base, label: setLabel(set), baseLabel: setLabel(base), test: rows.length ? rows[0].test : '?', name: t ? t.name : set, max, rows: out,
+      meanAgent: mean('agent'), meanOneshot: mean('oneshot'), lifted: out.filter((r) => r.agent != null && r.oneshot != null && r.agent > r.oneshot).length, paired: out.filter((r) => r.oneshot != null).length });
+  }
+  panels.sort((a, b) => b.rows.length - a.rows.length || a.set.localeCompare(b.set));
+  return panels;
+}
 
 // -------------------------------------------------------------------- picks
 export function pickCards(data) {
@@ -498,11 +568,6 @@ export function findingMetrics(f) {
       gain: m.before && m.after != null ? m.after / m.before : null };
   });
 }
-export function eventKinds(data) {
-  const c = new Map();
-  for (const e of arr(data.events)) c.set(e.kind, (c.get(e.kind) || 0) + 1);
-  return [...c.entries()].sort((a, b) => b[1] - a[1]).map(([kind, n]) => ({ kind, n }));
-}
 
 // ------------------------------------------------------------------- motifs
 // Numbers behind the decorative chapter motifs. Each entry is a plain list the drawing code turns into SVG, so the
@@ -545,11 +610,6 @@ export function motifs(data) {
   const tl = arr(data.timeline).filter((t) => t.date);
   const t0 = tl.length ? Date.parse(tl[0].date) : 0, t1 = tl.length ? Date.parse(tl[tl.length - 1].date) : 1;
   out.timeline = tl.map((t) => { const ms = Date.parse(t.date); return { x: Number.isFinite(ms) && t1 > t0 ? (ms - t0) / (t1 - t0) : 0 }; });
-  const kinds = eventKinds(data);
-  const kmax = Math.max(1, ...kinds.map((k) => k.n));
-  const kcols = colorSeries(kinds.length, ENGINE_BASE);
-  out.log = kinds.map((k, i) => ({ kind: k.kind, h: k.n / kmax, color: kcols[i] }));
-  out.caveats = arr(data.caveats).map((c, i) => ({ i, len: Math.min(1, c.length / 240) }));
   return out;
 }
 
@@ -567,10 +627,12 @@ export function deriveAll(raw) {
   out.test3 = test3Groups(data); out.ab = abGroups(data);
   out.oneshots = oneshotCards(data); out.oneshotSets = oneshotSets(data);
   for (const s of ['speed', 'model', 'newest']) oneshotCards(data, { sort: s, test: '5', q: 'a' });
+  oneshotCards(data, { test: 'agent-pagoda' });
   out.picks = pickCards(data); out.familyPicks = familyPickRows(data);
-  out.findings = data.findings.map(findingMetrics); out.eventKinds = eventKinds(data);
+  out.findings = data.findings.map(findingMetrics); out.pairs = agentPairs(data);
+  out.pointNames = Object.fromEntries(Object.entries(data.oneshots).map(([set, rows]) => [set, rows.length ? pointNames(data, rows[0].test, set, rows[0].points.length) : []]));
   out.motifs = motifs(data);
-  out.fmt = [fmt(1234.5), fmt(null), fmt(2.5), fmt(13.4), fmt(13.4, 1), fmtMinutes(191), fmtMinutes(null), fmtDate('2026-10-22'), fmtDate(''), fmtDate(null)];
+  out.fmt = [fmt(1234.5), fmt(null), fmt(2.5), fmt(13.4), fmt(13.4, 1), fmtMinutes(191), fmtMinutes(null), fmtDate('2026-10-22'), fmtDate(''), fmtDate(null), firstSentence('A. B'), firstSentence(null), setLabel('agent-pagoda'), baseSet('x')];
   out.series = colorSeries(14);
   return { data, out };
 }
diff --git a/site/assets/style.css b/site/assets/style.css
index 2f9cfb6..dce5bca 100644
--- a/site/assets/style.css
+++ b/site/assets/style.css
@@ -51,7 +51,12 @@ h1 { font-size: clamp(2.8rem, 7vw, 5.4rem); line-height: 0.98; background: linea
 .generated { color: var(--faint); font-size: 0.85rem; display: flex; flex-wrap: wrap; gap: 4px 16px; }
 .generated .fresh { white-space: nowrap; color: var(--muted); }
 .generated .fresh small { color: var(--faint); text-transform: uppercase; letter-spacing: 0.1em; font-size: 0.68rem; }
-.hero-note { color: var(--muted); font-size: 0.9rem; max-width: 52ch; }
+.hero-key { list-style: none; margin: 10px 0 0; padding: 0; display: flex; flex-wrap: wrap; gap: 6px 18px; color: var(--muted); font-size: 0.82rem; }
+.hero-key li { display: inline-flex; align-items: center; gap: 7px; }
+.hero-key .mark { display: inline-block; width: 12px; height: 12px; border-radius: 50%; background: var(--teal); position: relative; }
+.hero-key .mark.speed { background: none; border: 1px solid var(--faint); } .hero-key .mark.speed::after { content: ""; position: absolute; left: 7px; top: -2px; width: 5px; height: 5px; border-radius: 50%; background: var(--gold); }
+.hero-key .mark.size { background: var(--sapphire); } .hero-key .mark.halo { box-shadow: 0 0 0 2px var(--ink), 0 0 0 3px var(--teal); background: var(--teal); width: 8px; height: 8px; margin: 0 2px; }
+.hero-key .mark.unc { background: var(--magenta); outline: 1px dashed #fff; outline-offset: 2px; width: 8px; height: 8px; margin: 0 2px; }
 .hero-art { margin: 0; }
 .orrery-mount { aspect-ratio: 1; max-width: 640px; margin: 0 auto; }
 .orrery { width: 100%; height: 100%; display: block; overflow: visible; }
@@ -88,10 +93,21 @@ h1 { font-size: clamp(2.8rem, 7vw, 5.4rem); line-height: 0.98; background: linea
   background: repeating-linear-gradient(135deg, transparent 0 7px, rgba(233, 237, 245, 0.012) 7px 8px); }
 #machine { --accent: var(--teal); } #tests { --accent: var(--violet); } #picks { --accent: var(--gold); } #runs { --accent: var(--sapphire); }
 #struggle { --accent: var(--magenta); } #test3 { --accent: var(--gold); } #ab { --accent: var(--violet); } #oneshots { --accent: var(--magenta); }
-#findings { --accent: var(--teal); } #timeline { --accent: var(--sapphire); } #log { --accent: var(--gold); } #caveats { --accent: var(--fail); }
+#findings { --accent: var(--teal); } #timeline { --accent: var(--sapphire); }
 .chapter-head { display: grid; grid-template-columns: auto 1fr auto; gap: 8px 20px; align-items: baseline; margin-bottom: 26px; }
 .chapter-head .num { font-family: var(--serif); font-size: 1rem; color: var(--accent); letter-spacing: 0.1em; grid-row: span 2; align-self: start; padding-top: 0.7em; border-top: 2px solid var(--accent); }
-.chapter-head .lede { grid-column: 2; color: var(--muted); max-width: 72ch; font-size: 1.02rem; }
+.chapter-head .lede { grid-column: 2; color: var(--muted); max-width: 72ch; font-size: 0.95rem; margin: 0; }
+.chapter-head .lede:empty { display: none; }
+/* folded text: settings, notes, trade-offs, grading. Closed by default; the summary is a small muted word. */
+.fold { font-size: 0.88rem; color: var(--muted); margin-top: 8px; }
+.fold > summary { cursor: pointer; color: var(--faint); text-transform: uppercase; letter-spacing: 0.12em; font-size: 0.68rem; list-style: none; display: inline-flex; align-items: center; gap: 6px; }
+.fold > summary::-webkit-details-marker { display: none; }
+.fold > summary::before { content: "+"; display: inline-grid; place-items: center; width: 14px; height: 14px; border: 1px solid var(--line-2); border-radius: 4px; font-size: 0.7rem; color: var(--gold); }
+.fold[open] > summary::before { content: "–"; }
+.fold > summary:hover { color: var(--gold); }
+.fold > p { margin: 6px 0 0; }
+.noteb { background: none; border: 1px solid var(--line-2); border-radius: 999px; color: var(--faint); cursor: pointer; padding: 0 8px; font-size: 0.68rem; text-transform: uppercase; letter-spacing: 0.1em; line-height: 1.6; vertical-align: middle; }
+.noteb:hover, .noteb.open, .noteb[aria-expanded="true"] { color: var(--gold); border-color: var(--gold); }
 .chapter-head .motif { grid-column: 3; grid-row: 1 / span 2; align-self: center; width: clamp(140px, 17vw, 220px); opacity: 0.92; }
 .motif-svg { display: block; width: 100%; height: auto; overflow: visible; filter: drop-shadow(0 0 10px color-mix(in srgb, var(--accent) 28%, transparent)); }
 @media (max-width: 860px) { .chapter-head .motif { grid-column: 2; grid-row: auto; width: 150px; justify-self: end; margin-top: -4px; } }
@@ -139,8 +155,8 @@ h1 { font-size: clamp(2.8rem, 7vw, 5.4rem); line-height: 0.98; background: linea
 .test-card .tn { font-family: var(--serif); font-size: 2.4rem; line-height: 1; color: var(--gold); float: right; margin-left: 10px; opacity: 0.9; }
 .test-card h3 { font-size: 1.2rem; margin-bottom: 6px; }
 .test-card .what { margin: 8px 0; }
-.test-card .graded { color: var(--muted); font-size: 0.9rem; }
-.test-card .meta { display: flex; gap: 8px; flex-wrap: wrap; margin-top: 10px; align-items: center; }
+.test-card.pending { opacity: 0.75; }
+.test-card .meta { display: flex; gap: 8px; flex-wrap: wrap; margin-top: 6px; align-items: center; }
 .test-card .n { color: var(--muted); font-size: 0.85rem; }
 
 /* picks */
@@ -151,7 +167,7 @@ h1 { font-size: clamp(2.8rem, 7vw, 5.4rem); line-height: 0.98; background: linea
 .pick-card .role { text-transform: uppercase; letter-spacing: 0.16em; font-size: 0.72rem; color: var(--gold); }
 .pick-card h4 { font-family: var(--serif); font-weight: 500; font-size: 1.35rem; margin: 4px 0 6px; }
 .pick-card .verdict-text { margin-bottom: 6px; }
-.pick-card .trade { color: var(--muted); font-size: 0.92rem; border-left: 2px solid var(--line-2); padding-left: 10px; }
+.pick-card .fold > p { border-left: 2px solid var(--line-2); padding-left: 10px; }
 .pick-card .meta { display: flex; flex-wrap: wrap; gap: 6px; margin: 8px 0; }
 .pick-card .meta .mono { color: var(--muted); font-size: 0.8rem; }
 .pick-card ul { list-style: none; padding: 0; margin: 6px 0 0; font-size: 0.9rem; color: var(--muted); }
@@ -161,7 +177,7 @@ h1 { font-size: clamp(2.8rem, 7vw, 5.4rem); line-height: 0.98; background: linea
 .fam-row .cell small { display: block; color: var(--faint); text-transform: uppercase; letter-spacing: 0.1em; font-size: 0.66rem; }
 .fam-row .cell b { font-weight: 500; }
 .fam-row .cell .none { color: var(--faint); font-style: italic; }
-.fam-row .note { grid-column: 1 / -1; color: var(--muted); font-size: 0.9rem; margin: 0; }
+.fam-row .fold { grid-column: 1 / -1; margin-top: 0; }
 .fam-row .count { font-size: 0.8rem; }
 @media (max-width: 860px) { .fam-row { grid-template-columns: 1fr 1fr; } .fam-row .famhead { grid-column: 1 / -1; } }
 
@@ -176,6 +192,7 @@ h1 { font-size: clamp(2.8rem, 7vw, 5.4rem); line-height: 0.98; background: linea
 @media (max-width: 700px) { .ladder { --lbl: 140px; --num: 52px; } }
 .ladder-head, .ladder-row { display: grid; grid-template-columns: var(--lbl) 1fr var(--num); gap: 10px; align-items: center; }
 .ladder-head { color: var(--faint); font-size: 0.75rem; text-transform: uppercase; letter-spacing: 0.1em; padding-bottom: 20px; }
+.vkey { display: flex; gap: 12px; text-transform: none; letter-spacing: 0; font-size: 0.8rem; }
 .ladder-axis { position: relative; height: 1px; background: var(--line-2); }
 .ladder-axis .tick { position: absolute; top: 4px; transform: translateX(-50%); font-size: 0.72rem; color: var(--faint); }
 .ladder-axis .tick::before { content: ""; position: absolute; left: 50%; top: -5px; width: 1px; height: 4px; background: var(--line-2); }
@@ -218,26 +235,40 @@ table.runs td .case { color: var(--faint); font-size: 0.78rem; display: block; }
 .strip .dot-g { outline: none; }
 .stat-row { display: flex; flex-wrap: wrap; gap: 12px; margin-top: 14px; }
 .stat { border-radius: 12px; padding: 10px 14px; min-width: 150px; }
+.stat.wide { flex: 1 1 260px; }
 .stat .k { font-size: 0.72rem; text-transform: uppercase; letter-spacing: 0.12em; color: var(--muted); display: flex; gap: 6px; align-items: center; }
 .stat .v { font-family: var(--serif); font-size: 1.6rem; line-height: 1.1; }
 .stat .v small { font-family: var(--sans); font-size: 0.8rem; color: var(--muted); }
 
-/* test 3 */
+/* test 3: one card per model, one row per flavour; the column labels sit once above the list */
 .t3-list { display: grid; gap: 10px; }
+.t3-list .reveal-list { display: grid; gap: 10px; }
+.t3-head, .t3-row { display: grid; grid-template-columns: 30px 1.1fr 1.1fr 1.3fr 28px minmax(130px, auto); gap: 4px 12px; align-items: center; }
+.t3-head { padding: 0 14px 0 calc(220px + 18px + 14px); color: var(--faint); font-size: 0.68rem; text-transform: uppercase; letter-spacing: 0.12em; margin-bottom: -4px; }
+.t3-head .num, .t3-row > .num { text-align: right; }
 .t3 { display: grid; grid-template-columns: 220px 1fr; gap: 6px 18px; border-radius: 12px; padding: 12px 14px; }
-@media (max-width: 700px) { .t3 { grid-template-columns: 1fr; } .t3-row { grid-template-columns: 30px 1fr; } .t3-row > .num { grid-column: 2; text-align: left; font-size: 0.8rem; color: var(--muted); } .t3-row .note, .t3-row .noteb { grid-column: 1 / -1; } .pips i { width: 5px; height: 9px; } }
 .t3 .head b { font-weight: 500; display: block; }
 .t3 .head .chips { display: flex; gap: 6px; flex-wrap: wrap; margin-top: 4px; }
 .t3 .flavors { display: grid; gap: 8px; }
-.t3-row { display: grid; grid-template-columns: 34px 1fr auto; gap: 4px 12px; align-items: center; font-size: 0.88rem; }
+.t3-row { font-size: 0.86rem; }
 .t3-row .flavor { font-family: var(--serif); color: var(--gold); font-size: 1.1rem; }
-.t3-row .facts { display: flex; flex-wrap: wrap; gap: 6px 16px; align-items: center; color: var(--muted); }
-.t3-row .judge { font-size: 0.85rem; }
+.t3-row .cell { display: inline-flex; align-items: center; gap: 8px; color: var(--muted); white-space: nowrap; }
+.t3-row .cell small { font-size: 0.78rem; font-variant-numeric: tabular-nums; }
+.t3-row .judge { font-size: 1rem; text-align: center; color: var(--faint); }
 .t3-row .judge.ok { color: var(--pass); } .t3-row .judge.bad { color: var(--fail); }
-.t3-row .note { grid-column: 2 / -1; color: var(--muted); font-size: 0.84rem; margin: 0; display: -webkit-box; -webkit-line-clamp: 3; -webkit-box-orient: vertical; overflow: hidden; }
-.t3-row .note.open { display: block; }
-.noteb { background: none; border: 0; color: var(--teal); cursor: pointer; text-align: left; padding: 0; font-size: 0.8rem; }
-.t3-row .noteb { grid-column: 2 / -1; justify-self: start; }
+.t3-row > .num { color: var(--muted); font-size: 0.82rem; white-space: nowrap; display: inline-flex; gap: 8px; align-items: center; justify-content: flex-end; }
+.t3-row .note { grid-column: 2 / -1; color: var(--muted); font-size: 0.84rem; margin: 0; }
+@media (max-width: 900px) {
+  .t3 { grid-template-columns: 1fr; } .t3-head { display: none; }
+  .t3-row { grid-template-columns: 30px 24px 1fr; gap: 3px 8px; }
+  .t3-row .flavor { grid-row: 1 / span 4; align-self: start; }
+  .t3-row .cell { grid-column: 2 / -1; }
+  .t3-row .judge { grid-column: 2; grid-row: 4; }
+  .t3-row > .num { grid-column: 3; grid-row: 4; justify-content: flex-start; }
+  .t3-row .note { grid-column: 2 / -1; }
+  .pips i { width: 5px; height: 9px; }
+  .pair-fig figcaption .pair-stat { margin-left: 0; flex-basis: 100%; }
+}
 .pips { display: inline-flex; gap: 2px; vertical-align: middle; }
 .pips i { width: 7px; height: 11px; border-radius: 2px; background: rgba(233,237,245,0.1); display: inline-block; }
 .pips i.on { background: var(--teal); }
@@ -265,9 +296,32 @@ table.runs td .case { color: var(--faint); font-size: 0.78rem; display: block; }
 
 /* gallery */
 .set-row { display: flex; flex-wrap: wrap; gap: 12px; margin-bottom: 18px; }
-.set-card { border-radius: 12px; padding: 10px 14px; display: grid; grid-template-columns: auto; gap: 2px; min-width: 200px; }
-.set-card b { font-family: var(--serif); font-weight: 500; font-size: 1.15rem; }
-.set-card span { color: var(--muted); font-size: 0.85rem; }
+.set-card { border-radius: 12px; padding: 10px 14px; display: grid; gap: 6px; min-width: 200px; flex: 1 1 200px; }
+.set-card .set-head { display: flex; align-items: center; gap: 10px; flex-wrap: wrap; }
+.set-card .set-head b { font-family: var(--serif); font-weight: 500; font-size: 1.2rem; text-transform: capitalize; }
+.set-card.agentic .set-head b { color: var(--teal); }
+.set-card .set-nums { display: flex; flex-wrap: wrap; gap: 4px 14px; color: var(--faint); font-size: 0.78rem; }
+.set-card .sn b { font-family: var(--serif); font-weight: 500; font-size: 1.1rem; color: var(--text); }
+.set-card .sn.live-n b { color: var(--gold); }
+/* one shot → agent */
+.pairs-block { margin: 6px 0 22px; }
+.pairs-block .sub { margin-top: 0.4rem; }
+.pairs-block .lede { color: var(--muted); font-size: 0.9rem; margin: 0 0 10px; }
+.pairs-grid { display: grid; grid-template-columns: repeat(auto-fit, minmax(300px, 1fr)); gap: 14px; }
+.pair-fig { margin: 0; background: var(--card); border: 1px solid var(--line); border-radius: var(--r); padding: 12px 10px 4px; min-width: 0; overflow-x: auto; }
+.pair-fig figcaption { display: flex; flex-wrap: wrap; align-items: baseline; gap: 4px 12px; padding: 0 6px 4px; font-family: var(--serif); font-size: 1.15rem; text-transform: capitalize; }
+.pair-fig figcaption b { font-weight: 500; } .pair-fig figcaption b:last-of-type { color: var(--teal); }
+.pair-fig figcaption .arrow { color: var(--gold); }
+.pair-fig .pair-stat { margin-left: auto; font-family: var(--sans); font-size: 0.8rem; color: var(--muted); text-transform: none; font-variant-numeric: tabular-nums; }
+.pairs { display: block; max-width: 100%; height: auto; }
+.pairs .grid { stroke: var(--line); } .pairs .lane { stroke: var(--line-2); }
+.pairs .axis { font: 12px var(--sans); fill: var(--muted); } .pairs .axis.dim { fill: var(--faint); } .pairs .axis.num { font-variant-numeric: tabular-nums; fill: var(--text); }
+.pairs .axis.lbl { fill: var(--text); }
+.pairs .link { stroke: var(--faint); stroke-width: 2.5; stroke-linecap: round; } .pairs .link.up { stroke: var(--pass); } .pairs .link.down { stroke: var(--fail); }
+.pairs .one { fill: var(--ink); stroke: var(--faint); stroke-width: 1.6; } .pairs tspan.one { fill: var(--faint); }
+.pairs .agent { fill: var(--c, var(--teal)); stroke: var(--ink); stroke-width: 1.2; } .pairs tspan.agent { fill: var(--teal); }
+.pairs .pair { outline: none; } .pairs .pair:hover .agent, .pairs .pair:focus-visible .agent { stroke: #fff; r: 7; }
+.pairs .pair.mean .axis { font-style: italic; } .pairs .pair.mean .agent { fill: var(--gold); } .pairs .pair.mean .link { stroke-dasharray: 3 3; }
 .gallery { position: relative; padding: 18px; margin: 0 -18px; border-radius: 20px;
   background: radial-gradient(900px 400px at 50% 0%, color-mix(in srgb, var(--magenta) 10%, transparent), transparent 70%), repeating-linear-gradient(0deg, transparent 0 23px, rgba(233,237,245,0.025) 23px 24px), #0a0f1d; box-shadow: inset 0 0 0 1px var(--line), inset 0 30px 60px rgba(0,0,0,0.35); }
 .gallery .reveal-list { display: grid; grid-template-columns: repeat(auto-fill, minmax(230px, 1fr)); grid-auto-flow: dense; gap: 18px; }
@@ -283,7 +337,6 @@ table.runs td .case { color: var(--faint); font-size: 0.78rem; display: block; }
 .shot .body::before { content: ""; display: block; height: 2px; margin: 0 0 8px; border-radius: 2px; background: linear-gradient(90deg, transparent, var(--c, var(--gold)) 40%, var(--gold) 60%, transparent); opacity: 0.8; }
 .shot .pic img.on { opacity: 1; }
 .shot .pic .blank { position: absolute; inset: 0; display: grid; place-items: center; color: var(--faint); font-size: 0.85rem; text-align: center; padding: 14px; }
-.shot .pts span.l0 { color: var(--faint); }
 .shot .pic .blank i { font-style: normal; font-size: 2rem; display: block; opacity: 0.5; }
 .shot .frames { position: absolute; left: 8px; bottom: 8px; display: flex; gap: 4px; margin: 0; padding: 0; list-style: none; }
 .shot .frames button { min-width: 26px; height: 20px; border-radius: 6px; border: 1px solid rgba(255,255,255,0.3); background: rgba(12, 18, 34, 0.7); color: var(--text); font-size: 0.62rem; cursor: pointer; padding: 0 5px; white-space: nowrap; }
@@ -292,20 +345,14 @@ table.runs td .case { color: var(--faint); font-size: 0.78rem; display: block; }
 .shot .body > div:first-child { grid-column: 1; }
 .shot .body b { font-weight: 500; display: block; line-height: 1.3; font-family: var(--serif); font-size: 1.08rem; }
 .shot .body .meta { color: var(--muted); font-size: 0.8rem; display: flex; flex-wrap: wrap; gap: 4px 8px; align-items: center; }
-.shot .body .note { grid-column: 1 / -1; color: var(--muted); font-size: 0.84rem; margin: 2px 0 0; display: -webkit-box; -webkit-line-clamp: 4; -webkit-box-orient: vertical; overflow: hidden; }
-.shot .body .note.open { display: block; }
-.shot .body .noteb { grid-column: 1 / -1; }
-.shot .pts { grid-column: 1 / -1; display: flex; flex-wrap: wrap; gap: 4px 10px; font-size: 0.74rem; color: var(--faint); margin-top: 2px; }
-.shot .pts span.l2 { color: var(--pass); } .shot .pts span.l1 { color: var(--partial); }
+.shot .body .note { grid-column: 1 / -1; color: var(--muted); font-size: 0.84rem; margin: 2px 0 0; }
 .petals .petal-bg { fill: rgba(233,237,245,0.07); }
 .petals .petal { fill: var(--partial); } .petals .petal.lvl-2 { fill: var(--pass); }
 .petals .petal-total { font: 600 13px var(--sans); fill: var(--text); }
 .shot .cut { color: var(--fail); }
 
 /* live pieces: the Play control on a card, the badge on full-marks cards, the count line */
-.chapter-head .live-line { grid-column: 2; margin: 2px 0 0; color: var(--text); font-size: 0.98rem; max-width: 72ch; }
-.live-line i, .set-card .live-n i, .shot .play i { font-style: normal; color: var(--gold); margin-right: 2px; }
-.set-card .live-n { color: var(--gold); }
+.set-card .live-n i, .shot .play i { font-style: normal; color: var(--gold); margin-right: 2px; }
 .shot .play { position: absolute; right: 8px; bottom: 8px; display: inline-flex; align-items: center; gap: 4px; border-radius: 999px; border: 1px solid rgba(242,193,78,0.7);
   background: rgba(12, 18, 34, 0.82); color: var(--gold); font-size: 0.72rem; font-weight: 600; letter-spacing: 0.02em; padding: 3px 10px 3px 8px; cursor: pointer; backdrop-filter: blur(3px);
   box-shadow: 0 2px 10px rgba(0,0,0,0.5); transition: background 0.2s, color 0.2s, transform 0.2s; }
@@ -373,10 +420,10 @@ dialog.viewer::backdrop { background: rgba(5, 8, 16, 0.85); }
 }
 
 /* findings */
-.findings { display: grid; gap: 16px; }
-.finding { border-radius: var(--r); padding: 20px 22px; display: grid; grid-template-columns: minmax(0, 1.1fr) minmax(0, 1fr); gap: 10px 28px; }
+.findings .reveal-list { display: grid; gap: 14px; }
+.finding { border-radius: var(--r); padding: 18px 22px; display: grid; grid-template-columns: minmax(0, 1fr) minmax(0, 1.1fr); gap: 6px 28px; }
 /* the typographic moment: lead metric as big numerals */
-.big-num { display: grid; gap: 2px; margin-bottom: 12px; }
+.big-num { display: grid; gap: 2px; margin-bottom: 8px; }
 .big-num .lbl { color: var(--muted); font-size: 0.78rem; text-transform: uppercase; letter-spacing: 0.12em; }
 .big-num .row { display: flex; align-items: baseline; flex-wrap: wrap; gap: 0 10px; font-family: var(--serif); line-height: 1; }
 .big-num .from { font-size: clamp(1.6rem, 3vw, 2.4rem); color: var(--faint); font-variant-numeric: tabular-nums; }
@@ -387,11 +434,11 @@ dialog.viewer::backdrop { background: rgba(5, 8, 16, 0.85); }
 .big-num .gainbadge { font-family: var(--sans); font-size: 0.82rem; font-weight: 600; color: #0c1222; background: var(--pass); border-radius: 999px; padding: 2px 9px; align-self: center; }
 @media (max-width: 860px) { .finding { grid-template-columns: 1fr; } }
 .finding .when { color: var(--gold); font-size: 0.78rem; text-transform: uppercase; letter-spacing: 0.14em; display: flex; gap: 10px; align-items: center; }
-.finding h3 { font-size: 1.45rem; margin: 4px 0 8px; grid-column: 1 / -1; }
-.finding .summary { margin: 0; }
-.finding .settings { margin-top: 10px; font-size: 0.8rem; color: var(--muted); word-break: break-word; }
+.finding h3 { font-size: 1.35rem; margin: 2px 0 4px; grid-column: 1 / -1; }
+.finding .summary { margin: 0; color: var(--muted); font-size: 0.95rem; }
+.finding .settings { margin-top: 8px; font-size: 0.8rem; color: var(--muted); word-break: break-word; }
 .finding .settings code { color: var(--teal); }
-.finding .quality, .finding .caveat { font-size: 0.9rem; color: var(--muted); margin: 10px 0 0; }
+.finding .quality, .finding .caveat { font-size: 0.88rem; color: var(--muted); margin: 8px 0 0; }
 .finding .caveat::before, .finding .quality::before { content: attr(data-k); display: block; color: var(--faint); font-size: 0.7rem; text-transform: uppercase; letter-spacing: 0.12em; }
 .finding .caveat { border-left: 2px solid var(--fail); padding-left: 10px; }
 .ba { display: grid; grid-template-columns: minmax(90px, 0.8fr) 1.4fr auto; gap: 10px; align-items: center; font-size: 0.86rem; margin: 6px 0; }
@@ -401,40 +448,36 @@ dialog.viewer::backdrop { background: rgba(5, 8, 16, 0.85); }
 .ba-bar { display: block; height: 100%; border-radius: 4px; }
 .ba-bar.before { background: var(--faint); } .ba-bar.after { background: var(--teal); }
 .ba-num { white-space: nowrap; font-variant-numeric: tabular-nums; } .ba-num small { color: var(--muted); }
-.ba-key { color: var(--faint); font-size: 0.75rem; display: flex; gap: 12px; margin-bottom: 4px; }
-.ba-key i { display: inline-block; width: 14px; height: 6px; border-radius: 3px; margin-right: 4px; vertical-align: 1px; }
-.ba-key i.before { background: var(--faint); } .ba-key i.after { background: var(--teal); }
+
 
 /* timeline river */
 .river { list-style: none; margin: 0; padding: 0 0 0 26px; position: relative; }
 .river::before { content: ""; position: absolute; left: 7px; top: 6px; bottom: 6px; width: 2px; background: linear-gradient(var(--teal), var(--sapphire), var(--violet), var(--magenta), var(--gold)); border-radius: 2px; }
-.river li { position: relative; padding: 0 0 26px 14px; }
-.river li::before { content: ""; position: absolute; left: -25px; top: 7px; width: 12px; height: 12px; border-radius: 50%; background: var(--ink); border: 2px solid var(--gold); }
-.river .date { color: var(--gold); font-size: 0.78rem; text-transform: uppercase; letter-spacing: 0.14em; }
-.river .era { color: var(--faint); margin-left: 8px; letter-spacing: 0; text-transform: none; }
-.river h3 { font-size: 1.3rem; margin: 2px 0 6px; }
-.river .what { margin: 0 0 6px; max-width: 76ch; }
-.river .why { color: var(--muted); font-size: 0.92rem; margin: 0; max-width: 76ch; }
+.river li { position: relative; padding: 0 0 18px 14px; }
+.river li::before { content: ""; position: absolute; left: -25px; top: 6px; width: 12px; height: 12px; border-radius: 50%; background: var(--ink); border: 2px solid var(--gold); }
+.river li.month { padding: 6px 0 14px 14px; }
+.river li.month::before { width: 8px; height: 8px; left: -23px; top: 10px; background: var(--sapphire); border-color: var(--sapphire); }
+.river li.month span { font-family: var(--serif); color: var(--sapphire); font-size: 1rem; letter-spacing: 0.08em; text-transform: uppercase; }
+.river .date { color: var(--gold); font-size: 0.74rem; text-transform: uppercase; letter-spacing: 0.14em; display: flex; gap: 10px; align-items: baseline; }
+.river .era { color: var(--faint); letter-spacing: 0; text-transform: none; }
+.river h3 { font-size: 1.2rem; margin: 1px 0 3px; }
+.river .what { margin: 0; max-width: 76ch; color: var(--muted); font-size: 0.95rem; }
+.river .what .noteb { margin-left: 6px; }
+.river .why { display: none; color: var(--text); font-size: 0.9rem; margin: 6px 0 0; max-width: 76ch; border-left: 2px solid var(--teal); padding-left: 10px; }
+.river li:hover .why, .river li:focus-within .why, .river li.open .why { display: block; }
 .river .why::before { content: "why "; color: var(--teal); text-transform: uppercase; letter-spacing: 0.12em; font-size: 0.7rem; }
 
-/* log */
-.kind-row { list-style: none; margin: 0 0 14px; padding: 0; display: flex; flex-wrap: wrap; gap: 6px; }
-.kind-row button { background: var(--card); border: 1px solid var(--line); border-radius: 999px; padding: 3px 10px; cursor: pointer; font-size: 0.82rem; color: var(--muted); }
-.kind-row button[aria-pressed="true"] { border-color: var(--gold); color: var(--gold); background: rgba(242,193,78,0.08); }
-.events .reveal-list { display: grid; gap: 8px; }
-.event { display: grid; grid-template-columns: 130px 1fr; gap: 12px; padding: 10px 12px; border-radius: 10px; font-size: 0.9rem; }
-@media (max-width: 600px) { .event { grid-template-columns: 1fr; gap: 4px; } }
-.event time { color: var(--faint); font-variant-numeric: tabular-nums; font-size: 0.82rem; display: block; }
-.event .chip { margin-top: 4px; }
-.event p { margin: 0; }
-
-/* caveats */
-.caveats { margin: 0; padding: 0; list-style: none; counter-reset: cav; display: grid; gap: 10px; }
-.caveats li { counter-increment: cav; border-left: 3px solid var(--fail); border-radius: 12px; padding: 14px 18px 14px 56px; position: relative; }
-.caveats li::before { content: counter(cav, decimal-leading-zero); position: absolute; left: 16px; top: 10px; font-family: var(--serif); font-size: 1.5rem; color: var(--fail); }
+/* caveats, folded in the footer */
+.caveats-wrap { margin: 14px 0; }
+.caveats-wrap > summary { cursor: pointer; color: var(--text); font-family: var(--serif); font-size: 1.05rem; }
+.caveats-wrap > summary:hover { color: var(--gold); }
+.caveats { margin: 12px 0 0; padding: 0; list-style: none; counter-reset: cav; display: grid; gap: 10px; }
+.caveats li { counter-increment: cav; border: 1px solid var(--line); border-left: 3px solid var(--fail); border-radius: 12px; padding: 12px 16px 12px 52px; position: relative; background: var(--card); color: var(--text); }
+.caveats li::before { content: counter(cav, decimal-leading-zero); position: absolute; left: 14px; top: 8px; font-family: var(--serif); font-size: 1.4rem; color: var(--fail); }
 
 /* footer */
 .foot { max-width: var(--maxw); margin: 40px auto 0; padding: 30px clamp(16px, 4vw, 48px) 60px; border-top: 1px solid var(--line); color: var(--muted); font-size: 0.9rem; }
+.foot .method { color: var(--muted); }
 .links { list-style: none; margin: 10px 0; padding: 0; display: flex; flex-wrap: wrap; gap: 8px 20px; }
 .small { font-size: 0.8rem; color: var(--faint); }
 
diff --git a/site/assets/viewer.js b/site/assets/viewer.js
index 3dc4021..9dfd7dd 100644
--- a/site/assets/viewer.js
+++ b/site/assets/viewer.js
@@ -43,7 +43,7 @@ function build() {
   const stage = el('div', { class: 'stage', 'data-state': 'idle' }, el('div', { class: 'stage-box' }));
   const side = el('aside', { class: 'vside' });
   dlg.append(
-    el('header', { class: 'vhead' }, el('span', { class: 'kicker' }, 'Live one-shot'), el('h2', { id: 'viewer-title' }), el('span', { class: 'vpos', 'aria-live': 'polite' }), closeBtn),
+    el('header', { class: 'vhead' }, el('span', { class: 'kicker' }, 'Live piece'), el('h2', { id: 'viewer-title' }), el('span', { class: 'vpos', 'aria-live': 'polite' }), closeBtn),
     el('div', { class: 'vmain' }, stage, side),
     el('footer', { class: 'vfoot' }, prev, el('span', { class: 'vhint' }, 'arrow keys step, Esc closes'), next),
   );
@@ -82,14 +82,14 @@ function show() {
   teardownFrame();
   const stage = dlg.querySelector('.stage'), box = stage.querySelector('.stage-box');
   clear(box);
-  dlg.querySelector('#viewer-title').textContent = `${c.testName || `Test ${c.test}`} by ${c.short}`;
-  dlg.querySelector('.vpos').textContent = `${state.index + 1} of ${state.cards.length} playable`;
+  dlg.querySelector('#viewer-title').textContent = `${c.short} · ${c.setLabel || set0(c.live)}`;
+  dlg.querySelector('.vpos').textContent = `${state.index + 1} of ${state.cards.length}`;
   fillSide(dlg.querySelector('.vside'), c);
   dlg.querySelectorAll('.vnav').forEach((b) => { b.disabled = state.cards.length < 2; });
   stage.dataset.state = 'loading';
   stage.dataset.kind = /\.svg$/.test(c.live) ? 'svg' : 'page';
   // the iframe: sandbox and referrer policy first, src last (dom.js only lets a live path through on an iframe)
-  const f = el('iframe', { sandbox: 'allow-scripts', referrerpolicy: 'no-referrer', loading: 'lazy', title: `${c.testName || `Test ${c.test}`} by ${c.short}: the model's one-shot output, running`, tabindex: '-1' });
+  const f = el('iframe', { sandbox: 'allow-scripts', referrerpolicy: 'no-referrer', loading: 'lazy', title: `${c.setLabel || set0(c.live)} by ${c.short}: the model's own output, running`, tabindex: '-1' });
   f.addEventListener('load', () => { if (frame === f) stage.dataset.state = 'running'; });
   frame = f;
   f.fit = { mode: 'fill' };
@@ -100,12 +100,12 @@ function show() {
   if (!dlg.contains(document.activeElement) || document.activeElement === dlg) dlg.querySelector('.vclose').focus();
 }
 
+const set0 = (live) => String(live).split('/')[1] || '';
 function fillSide(side, c) {
   clear(side);
   const pmax = c.pointMax > 0 ? c.pointMax : 1;
-  const [set] = String(c.live).split('/').slice(1, 2);
   side.append(
-    el('div', { class: 'vmeta' }, familyChip(c.family, c.color), c.uncensored ? kindChip('uncensored') : null, kindChip(`test ${c.test} · ${c.testName || set}`), el('span', { class: 'mono case' }, c.case)),
+    el('div', { class: 'vmeta' }, familyChip(c.family, c.color), kindChip(`test ${c.test}`, c.kind === 'agentic' ? 'agentic' : ''), c.uncensored ? kindChip('uncensored') : null, el('span', { class: 'mono case' }, c.case)),
     el('div', { class: 'vscore' }, petalScore(c), el('div', { class: 'pts' },
       ...(c.points.length ? c.points.map((p) => { const v = p.value || 0; return el('span', { class: v <= 0 ? 'l0' : v >= pmax ? 'l2' : 'l1' }, el('b', {}, p.name), ` ${fmt(p.value)}`); }) : [el('span', { class: 'l0' }, 'not graded')]),
       el('span', { class: 'total' }, `${fmt(c.total)} of ${fmt(c.max)}`))),
@@ -113,11 +113,11 @@ function fillSide(side, c) {
       el('div', {}, el('dt', {}, 'speed'), el('dd', {}, fmt(c.tok_s, 1), el('small', {}, ' tok/s'))),
       el('div', {}, el('dt', {}, 'reply'), el('dd', {}, fmt(c.tokens, 0), el('small', {}, ' tokens'))),
       c.wall_s != null ? el('div', {}, el('dt', {}, 'wall'), el('dd', {}, fmt(c.wall_s, 0), el('small', {}, ' s'))) : null,
-      c.finish === 'length' ? el('div', { class: 'cut' }, el('dt', {}, 'finish'), el('dd', {}, 'hit the cap')) : null),
+      /length|cap/i.test(c.finish) ? el('div', { class: 'cut' }, el('dt', {}, 'finish'), el('dd', {}, c.finish === 'length' ? 'hit the cap' : c.finish)) : null),
     c.note ? el('p', { class: 'vnote' }, el('span', { class: 'k' }, 'grader'), c.note) : el('p', { class: 'vnote empty' }, 'No grader note.'),
     c.frames.length ? el('div', { class: 'vstrip', role: 'group', 'aria-label': 'Offline render frames' },
       ...c.frames.map((fr) => el('figure', {}, el('img', { src: fr.url, alt: `${c.alt}, offline frame at ${fr.ms == null ? '?' : fmt(fr.ms, 0)} ms`, loading: 'lazy', decoding: 'async' }), el('figcaption', {}, fr.ms == null ? 'frame' : fr.ms >= 1000 ? `${(fr.ms / 1000).toFixed(fr.ms % 1000 ? 1 : 0)} s` : `${fr.ms} ms`)))) : null,
-    el('p', { class: 'vunedited', id: 'viewer-unedited' }, 'The piece on the stage is the model’s unedited one-shot output, served byte for byte and run inside a sandboxed frame. Slow, blank or broken is part of the result.'),
+    el('p', { class: 'vunedited', id: 'viewer-unedited' }, 'Unedited model output, byte for byte, in a sandboxed frame.'),
   );
 }
 
diff --git a/site/data/README.md b/site/data/README.md
index dbfd90e..d902395 100644
--- a/site/data/README.md
+++ b/site/data/README.md
@@ -19,7 +19,9 @@ bash site/tools/render_smoke.sh            # local only: renders the real file a
 | `oneshots/{orrery,pagoda}/grades.tsv` + `*/frames/*.webp` + the model's own file | `oneshots.orrery`, `oneshots.pagoda`: frames are copied to `site/frames/`, and the model's own file, byte for byte, to `site/live/<set>/<case>/page.html` or `orrery.svg` (`live` field) |
 | `site/data/curated.json` (hand-written) | `title`, `tagline`, `tests`, `findings`, `links` |
 
-Everything that is prose on the page and *not* in this file is a section intro that stays true whatever the data says.
+Everything that is prose on the page and *not* in this file is a one-line chapter lede, the method note or the security
+note in the footer; they stay true whatever the data says. Long text from the file (grader notes, trade-offs, finding
+details, caveats) sits behind small disclosures so the charts carry the page.
 The ornament in each chapter head is also drawn from the data of that chapter (runs as a constellation, orrery scores
 as gear teeth, pagoda scores as petals, …); it is decorative and hidden from assistive technology.
 
@@ -36,7 +38,10 @@ as gear teeth, pagoda scores as petals, …); it is decorative and hidden from a
   Engine colours in the A/B chart work the same way, one per distinct `ab[].engine` value.
 - Scales: "n of m" numbers come from the data. Checks are shown against the largest `checks` seen for that test,
   one-shot points against the largest point value seen for that test, the test-3 rubric against the largest rubric
-  seen; `tests[].max_checks`, `tests[].max_point` and `tests[].max_rubric` override those when present.
+  seen; `tests[].max_checks`, `tests[].max_point` and `tests[].max_rubric` override those when present. When a test's
+  passing runs reach different `checks` totals (test 4: 4, 11 or 13 hidden checks per ticket) there is no single
+  scale and the count is shown alone. Rubric point names come from `tests[].points`, else from the parenthesised list
+  in `tests[].graded` when it has one name per point, else from the base set's test for an `agent-<base>` set.
 - Counting: a run is counted on exactly one test card, under its `flavor` when it has one (2T) and under its `test`
   otherwise. In the run filter, picking a test also shows its flavors; picking a flavor shows only those.
 - Frames: only relative paths under `frames/` whose every segment starts with a letter, digit, `_` or `-` and ends in
@@ -44,8 +49,10 @@ as gear teeth, pagoda scores as petals, …); it is decorative and hidden from a
   the file name (`frame-2000.webp`) is read as milliseconds for the flipbook label and alt text. The flipbook starts
   on the last (richest) frame and only ever steps onto frames that have really loaded; if none loads the card is blank.
 - Live pieces: `oneshots.*[].live` is shown as a "Play live" control only when it matches
-  `^live/(pagoda|orrery)/[A-Za-z0-9._-]+/(page\.html|orrery\.svg)$` and contains no `..`; anything else (an absolute
-  URL, `javascript:`, another extension, another set, a deeper path, `null`) gets no control. The viewer rules:
+  `^live/(?:(?:pagoda|agent-pagoda)/<case>/page\.html|(?:orrery|agent-orrery)/<case>/orrery\.svg)$` (`<case>` being one
+  segment of `[A-Za-z0-9._-]+`) and contains no `..`; the four set names are spelled out, a pagoda set only serves
+  `page.html` and an orrery set only `orrery.svg`. Anything else (an absolute URL, `javascript:`, another extension,
+  another or a similar-looking set name, a deeper path, `null`) gets no control. The viewer rules:
   the piece runs in an `<iframe sandbox="allow-scripts" referrerpolicy="no-referrer" loading="lazy">` created when the
   viewer opens (never `allow-same-origin`, `allow-top-navigation`, `allow-popups`, `allow-forms` or `allow-modals`,
   so the piece has an opaque origin and cannot touch this page, navigate it, open windows or submit forms); the
@@ -82,12 +89,12 @@ Fields marked *opt* may be missing or `null`. Types are what the page expects; i
 | `findings` | list | Headline findings, newest first, see below. |
 | `picks` | object | `overall`, `uncensored` (lists of picks) and `families` (one row per family). |
 | `timeline` | list | Eras of the work; sorted by `date` on the page. |
-| `events` | list | Lab-notebook entries; sorted newest first on the page. |
+| `events` | list | Lab-notebook entries. Read and normalized but no longer rendered: the log stopped a week before the timeline, and the timeline carries the story. |
 | `models` | object | Model cards keyed by model id. |
 | `runs` | list | Agent runs for tests 1, 2 and 2T. |
 | `test3` | list | Test 3 rows. |
 | `ab` | list | Engine A/B speed probes. |
-| `oneshots` | object of lists | One list per one-shot set (`orrery`, `pagoda`, …). New sets appear automatically. |
+| `oneshots` | object of lists | One list per set (`orrery`, `pagoda`, `agent-orrery`, `agent-pagoda`, …). New sets appear automatically. A set named `agent-<base>` whose `<base>` set exists is drawn as a paired "one shot → agent" chart: each agent row against the best graded `<base>` reply by the same model (`entry`), with the mean of both columns. |
 | `counts` | object, opt | `models`, `runs`, `test3`, `oneshots`, `frames`, `pass`, `live`. Informational; the page recounts from the lists and the checker compares the two. |
 
 ### `tests[]`
@@ -112,7 +119,7 @@ Fields marked *opt* may be missing or `null`. Types are what the page expects; i
 | `kind` | str, opt | `tuning`, `engine`, … any value becomes a chip. |
 | `summary` | str | The finding in a paragraph. |
 | `settings` | str, opt | Flags, shown in monospace. |
-| `metrics[]` | list, opt | `{label, before, after, unit}`; `before` may be `null` (shown as "new"). The first metric with an `after` is set as big before → after numerals; the rest are before/after bars with the gain ratio. Fractional values keep one decimal. |
+| `metrics[]` | list, opt | `{label, before, after, unit}`; `before` may be `null` (shown as "new"). The first metric with an `after` is set as big before → after numerals; the rest are before/after bars with the gain ratio. Fractional values keep one decimal. The card shows the summary's first sentence; the full summary, `settings`, `quality` and `caveat` sit in a closed "details" disclosure. Findings reveal eight at a time. |
 | `quality` | str, opt | How quality was checked. |
 | `caveat` | str, opt | Shown with a red rule. |
 
@@ -124,7 +131,10 @@ Fields marked *opt* may be missing or `null`. Types are what the page expects; i
 `families[]`: `{family, smartest, fastest, unc_smartest, unc_fastest, note}`; the four picks are model ids or `null`
 ("none yet").
 
-### `timeline[]`: `{date, era, title, what, why}`. `events[]`: `{when, kind, text}`.
+### `timeline[]`: `{date, era, title, what, why}`. `events[]`: `{when, kind, text}` (not rendered).
+
+The timeline shows the date, `era`, `title` and `what`, with a month mark where the month turns; `why` appears on hover,
+focus or the "why" toggle. `caveats` are listed in a closed disclosure in the footer (the "Caveats" link opens it).
 
 ### `models{id}`
 
@@ -177,7 +187,7 @@ engines give the ×gain shown next to the model.
 | `case` | str | Case name. |
 | `entry` | str | Model id (llama-swap entry). |
 | `test` | int or str | Test number, matched to `tests[].number`. |
-| `finish` | str | `stop` or `length` (cut off by the cap; shown as "hit the cap"). |
+| `finish` | str | `stop`, `length` (cut off by the token cap; shown as "hit the cap"), or for agent sets `agent done` / `time cap` (any value containing "cap" is shown as a cut). |
 | `tokens`, `wall_s`, `tok_s` | float, opt | Reply size and speed. |
 | `points` | object | Rubric points keyed `A`…`E`. Any number of keys works; the petal chart grows with it, and each petal is scaled to the largest point value seen for the test (or `tests[].max_point`). |
 | `total` | float, opt | Sum of points; recomputed when missing. |
diff --git a/site/data/bakeoff.json b/site/data/bakeoff.json
index 930d021..5d8092f 100644
--- a/site/data/bakeoff.json
+++ b/site/data/bakeoff.json
@@ -1,7 +1,7 @@
 {
  "schema": "bakeoff-site/1",
  "generated": "2026-10-15 14:36 CDT",
- "built": "2026-10-22 18:31 CDT",
+ "built": "2026-10-22 19:48 CDT",
  "title": "The Bake-off",
  "tagline": "Which open-weight models can do real agent work on one consumer GPU, how fast, and with what settings.",
  "links": {
@@ -59,6 +59,14 @@
    "what": "Describe a recorded house through an MCP server, then find and fix what is wrong with it.",
    "graded": "Facts checked against the recording, a judgement on whether the server can be trusted, and the fix run against the client."
   },
+  {
+   "id": "t4",
+   "number": "4",
+   "name": "Ticket fixes in Rust",
+   "kind": "agentic",
+   "what": "Fix three tickets in a known-good Rust MCP server.",
+   "graded": "Hidden black-box checks run against the built server, plus its 155 existing tests; a claim of 'done' that fails the checks is counted."
+  },
   {
    "id": "t5",
    "number": "5",
@@ -78,10 +86,18 @@
   {
    "id": "t7",
    "number": "7",
-   "name": "Ticket fixes in Rust",
+   "name": "The labyrinth",
+   "kind": "agentic",
+   "what": "Write a seeded generator for a three-floor labyrinth meeting ten rules.",
+   "graded": "Ten unseen seeds, each in its own container, must give ten different mazes that pass the checker; walkability and honest notes are judged by hand."
+  },
+  {
+   "id": "t8",
+   "number": "8",
+   "name": "Pagoda and orrery as agent tasks",
    "kind": "agentic",
-   "what": "Ticket-sized fixes in a real Rust project.",
-   "graded": "The project's own tests, run after the agent finishes."
+   "what": "Tests 5 and 6 solved by an agent with a sealed browser.",
+   "graded": "Same rubrics as tests 5 and 6, from offline renders of the file the agent leaves; two-hour cap."
   }
  ],
  "findings": [
@@ -115,10 +131,121 @@
      "before": 13,
      "after": 20,
      "unit": "tok/s"
+    },
+    {
+     "label": "Decode, heretic2 (streamed)",
+     "before": 12.3,
+     "after": 17.6,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, unpruned IQ3_S",
+     "before": 13.8,
+     "after": 22.0,
+     "unit": "tok/s"
     }
    ],
    "quality": "Against the old f16 KV config: mean KL 0.0011 and 98 % top-1 agreement over 100k tokens of real code; two loads of the same config differ by KL 0.0002. Needles found at 100k, 190k and 250k.",
-   "caveat": "Lazy tensor reads (llama.cpp's default) make the first pass over unseen text slow when the page cache is cold; -lzm off fixes it but costs about 28 GB of extra RAM."
+   "caveat": "Lazy tensor reads (llama.cpp's default) make the first pass over unseen text slow when the page cache is cold; -lzm off fixes it but costs about 28 GB of extra RAM. The 13 to 24 tok/s for orca is the best arm of the sweep. With the shipped config the streamed figure is about 19 tok/s (25 to 37 raw). The tqLLM control run measured the same GGUF at about 40 tok/s on short outputs; that measure is higher than the streamed one."
+  },
+  {
+   "date": "2026-10-22",
+   "title": "Strata 0.2.2 is 17% faster than 0.2.0",
+   "kind": "engine",
+   "summary": "Same-day control on the Gyro-S build with an MTP draft: code decode rose from 121.6 to 144.1 tok/s, prose from 106.4 to 123.4.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Decode, code",
+     "before": 121.6,
+     "after": 144.1,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, prose",
+     "before": 106.4,
+     "after": 123.4,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, JSON",
+     "before": 135.2,
+     "after": 157.7,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Tool call and needle probes passed on both builds.",
+   "caveat": "One load per engine; no agent run on 0.2.2 yet."
+  },
+  {
+   "date": "2026-10-22",
+   "title": "Flint: a 40B coding MoE fits the card",
+   "kind": "model",
+   "summary": "Flint (39.8B total, about 2.5B active, Apache-2.0) at Q3_K_XL runs entirely on the GPU at 262k context with q8 KV.",
+   "settings": "-c 262144 -ctk q8_0 -ctv q8_0 -b 2048 -ub 2048 -fit off",
+   "metrics": [
+    {
+     "label": "Decode, short prompt",
+     "before": null,
+     "after": 128.7,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, 11.7k deep",
+     "before": null,
+     "after": 106.4,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Prefill, 11.7k",
+     "before": null,
+     "after": 5357,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, Q4_K_XL, 15 expert layers in RAM",
+     "before": null,
+     "after": 81.4,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Not graded: no test has been run, and its one-shots are ungraded.",
+   "caveat": "Needs llama.cpp b11803 or newer; f16 KV does not fit. Q4_K_XL slows from 81 to 64 tok/s as more experts move to RAM."
+  },
+  {
+   "date": "2026-10-22",
+   "title": "tqLLM serves Flash-Next fast but not for agents",
+   "kind": "engine",
+   "summary": "tqLLM 1.2.3 loaded the Flash-Next IQ3_S GGUF and decoded faster than llama.cpp on short benchmarks, but long prompts and several sessions failed.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Decode, 32k window, code",
+     "before": null,
+     "after": 101.7,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, llama.cpp control, code",
+     "before": null,
+     "after": 40.3,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Multi-session probe, 32k window",
+     "before": null,
+     "after": 3,
+     "unit": "of 11"
+    },
+    {
+     "label": "Multi-session probe, llama.cpp",
+     "before": null,
+     "after": 11,
+     "unit": "of 11"
+    }
+   ],
+   "quality": "Tool calls and a 30k needle passed at 32k; the 262k arm answered long prompts with HTTP 500.",
+   "caveat": "Short outputs with thinking off flatter the speed; the best 262k arm streamed 54 tok/s and passed 4 of 11 sessions. First load took 23 minutes cold."
   },
   {
    "date": "2026-10-21",
@@ -140,607 +267,733 @@
     }
    ],
    "quality": "Tools, vision and 11 of 11 multi-session checks pass; needle found at 100k, 150k and 190k; a repeated 190k prompt answers in 0.5 s."
-  }
- ],
- "picks": {
-  "overall": [
-   {
-    "role": "Smartest",
-    "model": "flashnext",
-    "verdict": "Built the best test-2 server of every run.",
-    "tradeoff": "This build crashed under several sessions. The newer phase-d build served several at once (probe 11 of 11) and passed test 1 at 25.3 tok/s; its test 2 is queued, so the pick still rests on the older build.",
-    "cases": [
-     "wb-flashnext-sglang"
-    ]
-   },
-   {
-    "role": "Fastest competent",
-    "model": "qwen3.8-27b-vllm",
-    "verdict": "Full passes on both tests; the default agent model.",
-    "tradeoff": "The same weights on llama.cpp scored the same and ran 2-4x slower.",
-    "cases": [
-     "wb-qwen3.8-27b-vllm",
-     "wa-qwen3.8-27b-vllm"
-    ]
-   }
-  ],
-  "uncensored": [
-   {
-    "role": "Smartest",
-    "model": "lcpp6-orcarouter-fn-uncensored",
-    "verdict": "Orcarouter fine-tune of Flash-Next; full test-2 pass with long-horizon settings, the most tools and tests and the fewest compiler errors of the big uncensored runs.",
-    "tradeoff": "Slow: 7.6 tok/s, 191 min. Flash-Next Heretic2 is twice as fast for a thinner result (7 tools, 33 tests in 120 min).",
-    "cases": [
-     "wb-orcarouter-fn-uncensored-long-lcpp6-r2"
-    ]
-   },
-   {
-    "role": "Fastest competent",
-    "model": "qwen3.8-27b-uncensored-vllm",
-    "verdict": "Two test-2 full passes and 5/5 on test 1; run it with the thinking budget.",
-    "tradeoff": "OrcaSAQ-2-Cyber is faster (about 80 tok/s) but one of its two test-2 runs shipped a broken HTTP client.",
-    "cases": [
-     "wb-qwen3.8-27b-uncensored-vllm-pp",
-     "wa-qwen3.8-27b-uncensored-vllm-pp"
-    ]
-   }
-  ],
-  "families": [
-   {
-    "family": "Qwen3.8 27B",
-    "smartest": "qwen3.8-27b-vllm",
-    "fastest": "qwen3.8-27b-vllm",
-    "unc_smartest": "qwen3.8-27b-uncensored-vllm",
-    "unc_fastest": "orcasaq2-cyber-27b",
-    "note": "vLLM with MTP drafts at 150k context is both: llama.cpp on the same weights scored the same and ran 2-4x slower. Uncensored: the AWQ uncensored checkpoint is the steadier, OrcaSAQ the faster (DFlash2) but variable."
-   },
-   {
-    "family": "Qwen3.8 Flash-Next",
-    "smartest": "flashnext",
-    "fastest": "strata-swift15",
-    "unc_smartest": "lcpp6-flashnext-heretic2",
-    "unc_fastest": "lcpp6-flashnext-heretic2",
-    "note": "SGLang built the best server; Strata runs the GSQ-RCO quants at 21-24 tok/s over a run with full passes. Only llama.cpp runs the uncensored tunes (0.6 is 2.5-4x faster than 0.4)."
-   },
-   {
-    "family": "Tiel Coder 35B",
-    "smartest": "cyber-tiel-coder-35b",
-    "fastest": "tiel-coder-35b",
-    "unc_smartest": "cyber-tiel-coder-35b",
-    "unc_fastest": "cyber-tiel-coder-35b",
-    "note": "IQ4_XS is the fastest model that writes working test-1 code (101 tok/s) but its test-2 server called an invented endpoint; the Q6 security tune passed test 2."
-   },
-   {
-    "family": "Qwen3.6",
-    "smartest": "qwen3.6-27b",
-    "fastest": null,
-    "unc_smartest": null,
-    "unc_fastest": null,
-    "note": "Good on test 1, both failed test 2 (no initialize / no tools). Superseded by Qwen3.8."
-   },
-   {
-    "family": "Gemma 4",
-    "smartest": "gemma-4-31b",
-    "fastest": "gemma-4-26b-a4b-vllm",
-    "unc_smartest": null,
-    "unc_fastest": null,
-    "note": "Fast (45-91 tok/s) but thin: 3 tools on test 2. Needs enable_thinking."
-   },
-   {
-    "family": "Kolibri",
-    "smartest": "kolibri-1",
-    "fastest": null,
-    "unc_smartest": null,
-    "unc_fastest": null,
-    "note": "Test 1 thin, test 2 partial (no initialize); ~19 tok/s. Not competitive here."
-   },
-   {
-    "family": "GLM",
-    "smartest": null,
-    "fastest": null,
-    "unc_smartest": null,
-    "unc_fastest": null,
-    "note": "GLM-4.7-Flash rejected numeric JSON-RPC ids, GLM-4.5-Air never answered initialize and ran at 3-6 tok/s. Dropped."
-   },
-   {
-    "family": "Nemotron",
-    "smartest": null,
-    "fastest": null,
-    "unc_smartest": null,
-    "unc_fastest": null,
-    "note": "Nano 30B quit within minutes (2/5 twice); Super 120B passed test 1 with no tests at 8.5 tok/s. Not taken to test 2."
-   },
-   {
-    "family": "Other",
-    "smartest": null,
-    "fastest": null,
-    "unc_smartest": null,
-    "unc_fastest": null,
-    "note": "Devstral Small 2, Bonsai 2 (invented APIs), Nanbeige 3B, Qwen3-VL-8B, Jan Nano: inconsistent or failing on test 1. Excluded."
-   }
-  ]
- },
- "timeline": [
-  {
-   "date": "2026-09-23",
-   "era": "Round 1",
-   "title": "One prompt, Pi agent, API coverage",
-   "what": "Write a Python CLI for the Home Assistant REST API. Pi agent, llama.cpp only, 17 cases. Scored by endpoints touched (of 9) and whether the code compiles.",
-   "why": "A first look at which local models write working code at all."
   },
   {
-   "date": "2026-09-27",
-   "era": "Tests 2, 3A, 3B",
-   "title": "Build an MCP server, then use one",
-   "what": "OpenCode in a container against a recorded Home Assistant. Test 2: build a Rust MCP server from the spec on disk. Test 3A/3B: describe the house through your own server / someone else's.",
-   "why": "Separate building a tool from using one; test 1 did not separate models."
+   "date": "2026-10-21",
+   "title": "Stock SGLang now serves Flash-Next to 11 of 11 sessions",
+   "kind": "engine",
+   "summary": "Three stock SGLang builds of Flash-Next, 204,800 context and two slots, all passed the multi-session probe and needles at 100k, 150k and 190k.",
+   "settings": "fp8 weights; fp8 or 8-bit KV",
+   "metrics": [
+    {
+     "label": "Decode, v3 fp8",
+     "before": null,
+     "after": 24.1,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, v3 with 8-bit KV",
+     "before": null,
+     "after": 24.6,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, plain fp8",
+     "before": null,
+     "after": 25.1,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Needles found at 100k, 150k and 190k; prefill about 2,600 tok/s.",
+   "caveat": "The phased build was dropped; no agent test was run on these builds in this round."
   },
   {
-   "date": "2026-09-29",
-   "era": "Abliteration cohort",
-   "title": "Can uncensored Flash-Next still do the work?",
-   "what": "Three uncensored Flash-Next routes (orcarouter fine-tune, Heretic2, abliterated s1.5) plus the stock model through the MCP test.",
-   "why": "Red-team work on our own software needs models that do not refuse."
+   "date": "2026-10-20",
+   "title": "Ornith-1.5-122B reaches 16 tok/s on one card",
+   "kind": "model",
+   "summary": "A 122B Qwen3.5 mixture (8 of 256 experts per token) at UD-Q4_K_XL with 262k context and q8 KV, sweeping how many expert layers stay on the CPU.",
+   "settings": "-ngl 99 --n-cpu-moe 40 to 44, -ctk q8_0 -ctv q8_0",
+   "metrics": [
+    {
+     "label": "Decode, 42 layers on CPU",
+     "before": null,
+     "after": 13.7,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, 40 layers on CPU",
+     "before": null,
+     "after": 16.3,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, 44 layers with MTP n=2",
+     "before": null,
+     "after": 16.7,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Deep-prompt decode 15.8 tok/s at 40 layers; larger batches lift prefill from 118 to 392 tok/s.",
+   "caveat": "Not graded: one-shots ran at about 15 tok/s but were not scored, and no test has been run."
   },
   {
-   "date": "2026-09-30",
-   "era": "Harness fixes",
-   "title": "Offloaded models produced zero output",
-   "what": "mmap + experts in RAM page-faulted the weights off NFS during the first request. Fix: -lm none (load eagerly). Also: 3 h case cap, longer client timeouts, guaranteed result records.",
-   "why": "Several early 'failures' were the harness, not the model."
+   "date": "2026-10-20",
+   "title": "Gyro-S + MTP: a competent 24-minute test-2 run",
+   "kind": "model",
+   "summary": "Flash-Next in Gyro-S (TQ1_0) on Strata 0.2.0-beta with an MTP draft decodes 119 tok/s on code, passes test 2 in full and scores 9 of 10 on the agent pagoda.",
+   "settings": "262k context, int8 KV, MTP draft",
+   "metrics": [
+    {
+     "label": "Decode, code, Gyro-S",
+     "before": 35.4,
+     "after": 118.6,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Load time",
+     "before": 67.4,
+     "after": 23.4,
+     "unit": "s"
+    }
+   ],
+   "quality": "Test 2: 6 tools, 108 tests, none failing; tool call, needles at 16k and 64k and the test-1 smoke all passed.",
+   "caveat": "One run. The comparison arm is the IQ3_S quant on the same engine; Strata 0.2.0 was in beta."
   },
   {
-   "date": "2026-10-01",
-   "era": "Wave A",
-   "title": "Test 1 graded by running the tool",
-   "what": "Same CLI task, now graded by executing it in a sandbox: entry point + help, real reads, bad input, bad auth, no crash, plus the model's own tests. fill_vram tunes context and offload per model with real loads.",
-   "why": "Counting endpoints in the source credited argparse help text and invented APIs."
-  },
-  {
-   "date": "2026-10-03",
-   "era": "Wave B",
-   "title": "Test 2 graded by driving the server",
-   "what": "The Rust MCP server is built and spoken to as a real MCP client: initialize, tools/list, a real tools/call against the replay. Every failure verified by hand.",
-   "why": "Test 2 separates models that test 1 cannot: invented endpoints, broken handshakes, networking bugs."
-  },
-  {
-   "date": "2026-10-04",
-   "era": "Client settings",
-   "title": "Context margin and thinking budget",
-   "what": "OpenCode is told the context limit minus max(10%, 16k); a thinking budget of min(24k, reply cap − 6k) on every engine.",
-   "why": "Runs died on context overflow, and on single thinks that ate the whole reply."
-  },
-  {
-   "date": "2026-10-04",
-   "era": "New engines",
-   "title": "vLLM, SGLang, Strata",
-   "what": "vLLM (HyperQwen) for the dense 27B, SGLang (EXL3) and Strata for Flash-Next, each behind llama-swap as a container.",
-   "why": "Engine mattered as much as model: same weights, 2-5x speed."
+   "date": "2026-10-17",
+   "title": "Tools and a browser rescue blank pagodas",
+   "kind": "method",
+   "summary": "Six models whose one-shot pagoda was blank scored 7 to 10 once they ran as agents with a sealed browser.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Mean pagoda score, one-shot",
+     "before": null,
+     "after": 0,
+     "unit": "of 10"
+    },
+    {
+     "label": "Mean pagoda score, agent",
+     "before": null,
+     "after": 8.3,
+     "unit": "of 10"
+    }
+   ],
+   "quality": "Same rubric and offline renders for both; the six are Coder 390, ThinkingCap, Orcarouter, Abliterated s1.5, Cyber and Cyber Q5.",
+   "caveat": "One agent run per model; orrery results are mixed (0 to 10) and some test-8 runs are not graded yet."
   },
   {
-   "date": "2026-10-05",
-   "era": "llama.cpp 0.6",
-   "title": "A second llama.cpp, and long-horizon runs",
-   "what": "Official llama.cpp v0.6.0 A/B against 0.4.1; 8 h long-horizon test 2 with Qwen's own long-run sampling; small-window vLLM profiles with OpenCode and Pi; Kolibri.",
-   "why": "0.6.0 is 2.5-4x faster on Flash-Next MoE; the uncensored Flash-Next finally finished test 2."
+   "date": "2026-10-16",
+   "title": "Maya 1.1.11 fixes split digits and speeds up",
+   "kind": "engine",
+   "summary": "On the same GLM-5.3-Flash pack, Maya 1.1.11 copied all 12 digit strings exactly and found both needles; 1.0.4 split one string and found one needle.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Decode",
+     "before": 14.6,
+     "after": 17.0,
+     "unit": "tok/s"
+    },
+    {
+     "label": "First token",
+     "before": 92.4,
+     "after": 18.3,
+     "unit": "s"
+    },
+    {
+     "label": "Exact digit strings",
+     "before": 9,
+     "after": 12,
+     "unit": "of 12"
+    }
+   ],
+   "quality": "Maya-S and Maya-M on 1.1.13 also scored 12 of 12 with both needles.",
+   "caveat": "Two rounds per version."
   },
   {
-   "date": "2026-10-06",
-   "era": "Uncensored round",
-   "title": "Long runs for the slower uncensored models",
-   "what": "ThinkingCap-27B Heretic (new), and 8 h test 2 for Flash-Next Heretic2, Abliterated s1.5 and q38-27b-cyber.",
-   "why": "Find the smartest uncensored model, not just the fastest."
+   "date": "2026-10-16",
+   "title": "exllamav3 1.6.2 matches 1.6.1",
+   "kind": "engine",
+   "summary": "The DFlash2 build of Qwen3.8-27B on exllamav3 1.6.2 decodes as fast as on 1.6.1 and finds the needle at 128k, 112k and 94k.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Decode",
+     "before": 138.6,
+     "after": 140.1,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Needle 48213-KESTREL found at all three windows.",
+   "caveat": "Two rounds each; the difference is within noise."
   },
   {
-   "date": "2026-10-07",
-   "era": "Test 3",
-   "title": "Use an MCP server through a subagent, and fix it",
-   "what": "The agent gets an MCP server's source and a subagent whose only tools are that server's. It must extract 14 facts through the subagent, check them against the REST API and fix the server if it is wrong. 3G: a known-good server; 3O: the model's own test-2 server. Transcripts scored on a 12-point rubric.",
-   "why": "Measures how well a model briefs and checks subagents, which tests 1 and 2 cannot see."
-  }
- ],
- "events": [
-  {
-   "when": "2026-10-15 08:24",
+   "date": "2026-10-15",
+   "title": "Saluki: a 2-bit Qwen3.8-27B that still calls tools",
    "kind": "model",
-   "text": "Gated repos accepted by the operator: official PersonaPlex-7B weights and orcarouter's own vision heads downloaded and verified; the orcarouter Flash-Next vision entry now uses its own head."
-  },
-  {
-   "when": "2026-10-15 01:15",
-   "kind": "grades",
-   "text": "Ten uncensored pagodas graded: qwen3.8-27b-uncensored-vllm 9, cyber-tiel-coder-35b 9, orcasaq2-cyber-27b 7, flashnext-heretic2 5, six blank from script errors."
-  },
-  {
-   "when": "2026-10-14 22:10",
-   "kind": "grading",
-   "text": "Test 5 graded from re-rendered frames: tiel t06 run 4 10/10, tiel q4kxl 9, HyperQwen 0.31 9; HyperQwen pagoda 0 (blank)."
-  },
-  {
-   "when": "2026-10-14 21:32",
-   "kind": "finding",
-   "text": "HyperQwen vLLM 0.31 timed rounds match 0.30 on short tasks (code about 124 vs 126 tok/s, prose 93 vs 91, structured 135 to 137). The 141k needle passed both ways. Deep code is a little slower on 0.31 (79.5 vs 84.5 tok/s). The warm-up round is not compared."
+   "summary": "A 2-bit tune of Qwen3.8-27B (7.9 GB) passed test 1 with 72 tests and part-passed test 2, with 17 tools.",
+   "settings": "262k context, q8_0 KV, thinking on",
+   "metrics": [
+    {
+     "label": "Test 1, tests passing",
+     "before": null,
+     "after": 72,
+     "unit": "tests"
+    },
+    {
+     "label": "Test 2, tests passing",
+     "before": null,
+     "after": 47,
+     "unit": "tests"
+    },
+    {
+     "label": "Decode, test 1",
+     "before": null,
+     "after": 25.3,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Graded by the standard test 1 and test 2 graders.",
+   "caveat": "Test 2 was partial (166 minutes at 22.0 tok/s); one run each."
   },
   {
-   "when": "2026-10-14 20:29",
-   "kind": "grading",
-   "text": "Gemma own-server test 3 run 5 is graded: rubric 8/12, 14/14 facts, 2.4 tok/s over 68 min. It fixed list_entities (HashMap to Vec) so tool_call passes. Init still fails, and the probe never called a tool."
+   "date": "2026-10-15",
+   "title": "LFM2.5-24B is fast but passes no test 2",
+   "kind": "model",
+   "summary": "Five quants of LFM2.5-24B decoded at 125 to 176 tok/s on test 1 and passed it in three of five; none passed test 2.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Test 2 passes",
+     "before": null,
+     "after": 0,
+     "unit": "of 5"
+    },
+    {
+     "label": "Decode, test 1, slowest quant",
+     "before": null,
+     "after": 125.5,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, test 1, fastest quant",
+     "before": null,
+     "after": 176.2,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Graded by the standard graders; test-2 servers had 0 to 3 tools.",
+   "caveat": "Test-1 runs were often two minutes long, so the test counts are small."
   },
   {
-   "when": "2026-10-14 19:47",
+   "date": "2026-10-15",
+   "title": "Strata 0.1.44.1 doubles decode",
    "kind": "engine",
-   "text": "Queued a HyperQwen vLLM 0.31 trial: speed bench against 0.30, then pagoda and orrery one-shots; runs before the uncensored one-shots."
-  },
-  {
-   "when": "2026-10-14 19:38",
-   "kind": "grading",
-   "text": "Tiel Coder test 2 run 5 is a full pass: 26 tests, 80.4 tok/s, 15 min. Gemma test 3 runs 2 to 4 are graded. The known-good server was really checked on three runs."
+   "summary": "Flash-Next on Strata, two rounds each: 0.1.44.1 loaded in a mean 60 s against 214 s, and decoded 44.9 tok/s against 18.3.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Decode",
+     "before": 18.3,
+     "after": 44.9,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Load time",
+     "before": 214,
+     "after": 60,
+     "unit": "s"
+    }
+   ],
+   "quality": "Same prompts and engine settings in all rounds.",
+   "caveat": "The first 0.1.42 round was cold; its warm round decoded 23.5 tok/s, so the true gain is nearer 1.9 times. Load time: 60 s against 214 s on the round mean, but the warm 0.1.42 round loaded in 41.5 s."
   },
   {
-   "when": "2026-10-14 19:38",
-   "kind": "finding",
-   "text": "Four Gemma test 3 runs wrote a 14/14 facts file without an MCP tool call. Three sent the brief to explore or general instead of mcp-probe. One own-server run started 17 probes and then said it simulated them."
+   "date": "2026-10-14",
+   "title": "Thinking models fail the one-shot pagoda",
+   "kind": "method",
+   "summary": "Qwen3.8-27B on vLLM with thinking on ran out of length in seven tries; with thinking off the three pages were blank.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Tries that finished",
+     "before": null,
+     "after": 0,
+     "unit": "of 7"
+    }
+   ],
+   "quality": "Identical blank pages in the thinking-off tries.",
+   "caveat": "Other stacks also scored 0 on some tries: Tiel Coder one of five, Gemma-4-26B-A4B one of five, exllamav3 MTP five of six."
   },
   {
-   "when": "2026-10-14 18:57",
-   "kind": "tests",
-   "text": "Test 8 now alternates which task runs first, and stops a case instead of turning screenshots off when the image check gets no answer from the server."
+   "date": "2026-10-14",
+   "title": "Speed at 141k context",
+   "kind": "tuning",
+   "summary": "Four stacks timed on code with a 141k-token history: Gemma-4-26B-A4B with an MTP draft stays fastest, though it loses the most (54 %).",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Gemma-4-26B-A4B, MTP",
+     "before": 266.9,
+     "after": 123.1,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Tiel Coder IQ4_XS",
+     "before": 148.8,
+     "after": 98.0,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Qwen3.8-27B vLLM",
+     "before": 126.9,
+     "after": 85.0,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Qwen3.8-27B exllamav3 + MTP",
+     "before": 115.2,
+     "after": 71.7,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Needle found at 141k by all four.",
+   "caveat": "Prefill at that depth: 2,094, 2,046, 739 and about 650 tok/s."
   },
   {
-   "when": "2026-10-14 16:31",
+   "date": "2026-10-13",
+   "title": "Engine shoot-out on Qwen3.8-27B",
    "kind": "engine",
-   "text": "Posted our RTX 3090 TensorFold 0.6.6 + DFlash2 numbers on upstream issue #603, as a receipt for their 3090 port, with the operator's OK on the exact text. Next is a native build to try when they publish one."
-  },
-  {
-   "when": "2026-10-14 16:15",
-   "kind": "grading",
-   "text": "Gemma test 2 runs 4 and 5 are graded and archived and are not full passes. Run 4 fails the handshake and its tool calls, and its tests hang (131 min, 12 tok/s). Run 5 shakes hands, then sends the method name as the tool name (4 tests, 2 min, 134 tok/s). Qwen3.8-27B vLLM runs 2 and 3 are full passes: 40 tests in 34 min at 73 tok/s, and 32 tests in 25 min at 75 tok/s. One grep call returned a match. Public cards are agentic-toolbox PR 87."
-  },
-  {
-   "when": "2026-10-14 13:39",
-   "kind": "grading",
-   "text": "Tiel t06 test 1 run 5 is graded and archived: 5/5, 42 tests, 7 subcommands, 45 min, 30 tok/s. The read probe showed 416 fixture entities. Gemma test 2 run 2 is a thin full pass (3 tools, 3 tests, 4 min, 154 tok/s) and its glob call returned files. Run 3 fails initialize because the reply uses snake_case field names; the primary tool still returned data. Public cards are agentic-toolbox PR 86."
-  },
-  {
-   "when": "2026-10-14 12:48",
-   "kind": "grading",
-   "text": "Test 7's grader now runs each unseen seed in its own sealed container and refuses to grade a case that never ran; the runner and queue got safer exits. No test 7 case has run yet."
-  },
-  {
-   "when": "2026-10-14 12:36",
-   "kind": "grading",
-   "text": "Tiel t06 test 1 run 4 is graded and archived: 5/5, 38 tests, 18 subcommands, 13 min, 88 tok/s. The read probe showed 329 fixture entities. No glob or grep calls, and no ownership error. Run 5 is still going. The public card row is agentic-toolbox PR 85."
+   "summary": "Drafting lifts decode from 42 tok/s to 95 to 170 tok/s on code; TensorFold with DFlash2 is fastest but holds the smallest window.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "TensorFold + DFlash2, code",
+     "before": 28,
+     "after": 170,
+     "unit": "tok/s"
+    },
+    {
+     "label": "exllamav3 + DFlash2, code",
+     "before": 42,
+     "after": 158,
+     "unit": "tok/s"
+    },
+    {
+     "label": "exllamav3 + MTP, code",
+     "before": 42,
+     "after": 116,
+     "unit": "tok/s"
+    },
+    {
+     "label": "llama.cpp + MTP, code",
+     "before": 42,
+     "after": 93,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "At temperature 0 drafting changed 7 of 15 exllamav3 DFlash2 replies, 10 of 15 with MTP, 4 of 15 on llama.cpp and none on TensorFold.",
+   "caveat": "The window with an 8-bit cache is 98k (exllamav3 DFlash2), 131k (MTP) and 43 to 73k (TensorFold). Baselines are each engine without drafting."
   },
   {
-   "when": "2026-10-14 12:11",
+   "date": "2026-10-11",
+   "title": "Test 4: Tiel Coder fixes 9 of 9 tickets",
    "kind": "test",
-   "text": "Test 7 added: each model writes a generator for a three-floor labyrinth that must pass a ten-rule checker, on seeds it has not seen; the best mazes will be built in Minecraft."
-  },
-  {
-   "when": "2026-10-14 11:42",
-   "kind": "grading",
-   "text": "Qwen3.8-27B vLLM test 1 run 5 and Tiel t06 test 1 runs 2 and 3 are graded and archived. Qwen run 5 is 5/5 with 114 tests in 25 min at 76 tok/s. Tiel run 2 is 5/5 with 33 tests in 9 min at 106 tok/s. Tiel run 3 is 2/5: reads, bad input and bad auth fail, while 39 tests pass, in 12 min at 96 tok/s. Run 4 just started."
-  },
-  {
-   "when": "2026-10-14 11:11",
-   "kind": "grading",
-   "text": "Qwen3.8-27B vLLM test 1 runs 3 and 4 are graded and archived. Both are 5/5: run 3 has 67 tests in 52 min at 70 tok/s, run 4 has 68 tests in 16 min at 73 tok/s. Run 5 is going."
-  },
-  {
-   "when": "2026-10-14 09:41",
-   "kind": "grading",
-   "text": "Graded 15 fill-to-five pagodas. Tiel t06 runs 4 and 5 both scored 10. Gemma scored 9 and 8, with flat eaves. Qwen3.8-27B vLLM thinking-on runs 1 to 5 are one byte-identical cut-off and score 0. ExLlamaV3 with thinking off scored DFlash2 6, 8, 0 and MTP 0, 0, 0."
-  },
-  {
-   "when": "2026-10-14 09:41",
-   "kind": "grading",
-   "text": "Gemma test 1 runs 2 to 5 are graded and archived. Run 2 is 5/5 checks, 9 pass and 1 fail, 167 tok/s. Run 3 is 3/5: bad input and bad auth fail, 8 tests pass, 143 tok/s. Run 4 is 5/5, 6 tests, 125 tok/s. Run 5 is 4/5 because no_crash failed, 5 tests, 102 tok/s."
-  },
-  {
-   "when": "2026-10-14 08:32",
-   "kind": "finding",
-   "text": "Fill-to-five took the lease at 07:46. Qwen3.8-27B vLLM wrote no voxel pagoda in five tries (each about 6 min, about 95 tok/s, cut off at the length cap). Tiel t06 and Gemma runs 4 and 5 did write pages, thinking-off exllamav3 MTP wrote three, and DFlash2 wrote two with the third started at 08:33. Not graded here. Phase-d was not restarted."
-  },
-  {
-   "when": "2026-10-14 08:07",
-   "kind": "finding",
-   "text": "Qwen3.8-27B on exllamav3 writes a voxel pagoda with thinking on: DFlash2 scored 7, 10 and 9, MTP 0, 0 and 9 (two ran out of the 32k cap). Its thinking budget leaves room for the page; the vLLM entry still runs out."
-  },
-  {
-   "when": "2026-10-14 08:07",
-   "kind": "settings",
-   "text": "Tiel-Coder-35B-A3B (llama.cpp 0.6, 262k) and Gemma-4-26B-A4B (on trial) are daily drivers 5 and 6. The exllamav3 MTP and DFlash2 entries for Qwen3.8-27B stay in llama-swap."
-  },
-  {
-   "when": "2026-10-14 00:48",
-   "kind": "finding",
-   "text": "Night search graded: Tiel-Coder-35B-A3B on llama.cpp 0.6.0 (262k, f16 cache, 149 tok/s short and 98 at 141k) writes the best voxel pagodas (10 and 8, one blank of three); Gemma-4-26B-A4B is fastest (27 s per page, 7, 9 and 0); Qwen3.8-27B with thinking on never finished a page at 32k or 64k."
-  },
-  {
-   "when": "2026-10-14 00:48",
-   "kind": "tests",
-   "text": "Test 6 added: a one-shot voxel Japanese pagoda in three.js, graded from frames rendered offline (no-network Chromium, vendored three.js) and the page's console, 0 to 10."
-  },
-  {
-   "when": "2026-10-14 00:31",
-   "kind": "finding",
-   "text": "The night search for a 150k-or-more coding setup finished. Six of seven meet the bar; Gemma-4-26B-A4B with MTP is the fastest (267 tok/s on short code, 123 at depth, 262k window). Test 6, the one-shot voxel pagoda, is on its third sitting and was not graded here."
-  },
-  {
-   "when": "2026-10-13 23:28",
-   "kind": "finding",
-   "text": "Our llama.cpp image (0.6.0, build 11429) runs Qwen3.8-27B with the DFlash2 drafter as a GGUF at 95 / 43 / 108 tok/s (code / prose / structured), no faster than our MTP entry (95 / 63 / 102 in the same sitting), although the drafter is accepted as often as on exllamav3 (47 %). TensorFold in the same sitting 170 / 85 / 213."
+   "summary": "Three tickets in a known-good Rust crate, three runs each: every run passed all hidden checks with no regressions and no false 'done'.",
+   "settings": "262k window, f16 KV",
+   "metrics": [
+    {
+     "label": "Hidden checks passed",
+     "before": null,
+     "after": 84,
+     "unit": "of 84"
+    },
+    {
+     "label": "Fastest run",
+     "before": null,
+     "after": 2,
+     "unit": "min"
+    }
+   ],
+   "quality": "Hidden black-box checks (4, 11 and 13 per ticket) plus the crate's 155 tests; runs finished with 156 to 168 passing tests.",
+   "caveat": "One model only; the slowest run took 42 minutes."
   },
   {
-   "when": "2026-10-13 23:28",
+   "date": "2026-10-11",
+   "title": "Old PCIe share doubles Flash-Next on Strata 0.1.42",
    "kind": "engine",
-   "text": "llama.cpp + DFlash2 recipe under engines/llamacpp-dflash2 (no new image; drafter GGUF pinned on the NAS). Not a bake-off entry and not in llama-swap. The GPU lease was released at 23:17."
-  },
-  {
-   "when": "2026-10-13 22:44",
-   "kind": "finding",
-   "text": "exllamav3 1.6.1 with the DFlash2 drafter writes Qwen3.8-27B at 158 / 73 / 181 tok/s (code / prose / structured) on the RTX 3090, stock and unpatched; TensorFold in the same sitting 170 / 84 / 211; exllamav3 with its own MTP head 116 / 70 / 128. With DFlash2 it holds a 65k window (98k with an 8-bit cache), with MTP 131k. At temperature 0 drafting changes 7 of 15 exllamav3 replies (10 of 15 with MTP); TensorFold's stay identical."
+   "summary": "Setting the old PCIe share on Strata 0.1.42 raised long-answer decode from 48 to 95 tok/s and big-prompt reads from 1,177 to 1,983 tok/s.",
+   "settings": "STRATA_PCIE_FRAC_DEFAULT=old",
+   "metrics": [
+    {
+     "label": "Decode, long answers",
+     "before": 48.0,
+     "after": 95.2,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Big-prompt read",
+     "before": 1176.9,
+     "after": 1982.7,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Test 2 run",
+     "before": 19.2,
+     "after": 30.1,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Test 1 run",
+     "before": 16.8,
+     "after": 33.8,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Test 1 passed in 51 minutes instead of 94; test 2 passed with 77 tests in 61 minutes instead of 98 (72 tests).",
+   "caveat": "Two probe rounds per variant; one agent run each."
   },
   {
-   "when": "2026-10-13 21:47",
-   "kind": "finding",
-   "text": "TensorFold 0.6.6 with the DFlash2 drafter writes Qwen3.8-27B at 167 / 81 / 209 tok/s (code / prose / structured) on the RTX 3090, against 93 / 64 / 100 for our llama.cpp MTP entry and 42 for plain llama.cpp. Its window is 42,724 tokens (73,308 at the memory edge) against 147k and 213k, and prompts are read at the same speed by all three."
+   "date": "2026-10-10",
+   "title": "Grader audit changes four test-1 verdicts",
+   "kind": "method",
+   "summary": "All 125 archived test-1 and test-2 runs were regraded after fixing the graders; four test-1 verdicts changed.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Runs regraded",
+     "before": null,
+     "after": 125,
+     "unit": "runs"
+    },
+    {
+     "label": "Verdicts changed",
+     "before": null,
+     "after": 4,
+     "unit": "runs"
+    }
+   ],
+   "quality": "Changes: Bonsai ada fail to pass, a Flash-Next row and a Qwen3.8 row partial to pass, Devstral Small 2 pass to partial.",
+   "caveat": "Twelve other rows had test counts corrected; six rows lost a no-crash tick."
   },
   {
-   "when": "2026-10-13 21:47",
+   "date": "2026-10-08",
+   "title": "Maya patches take GLM-5.3-Flash to 19 tok/s",
    "kind": "engine",
-   "text": "TensorFold 0.6.6 built for the RTX 3090 with a local patch (upstream refuses cards below compute capability 8.9). It is a trial under engines/tensorfold, not a bake-off entry and not in llama-swap. Grok reviewed the patch twice. The GPU lease is released."
-  },
-  {
-   "when": "2026-10-13 20:08",
-   "kind": "grading",
-   "text": "LFM2.5-24B-A2B test 1 graded on both quants with an Opus read of the code. Q4_K_M passes thin: 4 of 5 checks, three read-only commands, 10 of 25. Q6_K fails: it calls API paths the server does not have, 2 of 5 checks, 3 of 25. Both finish in under 2 minutes at 151 to 168 tok/s."
-  },
-  {
-   "when": "2026-10-13 19:32",
-   "kind": "finding",
-   "text": "LFM2.5 Q6 loaded at 131072 context, but the test did not start. The runner skipped it because the earlier harness failure is still recorded. Q4 failed the same way, from a negative thinking budget at 32k. Neither was graded."
-  },
-  {
-   "when": "2026-10-13 18:35",
-   "kind": "model",
-   "text": "LFM2.5-24B-A2B Q4_K_M and Q6_K were added on Titan. Both exit before they serve, so nothing was queued. The weights are there. This check did not retry the load."
-  },
-  {
-   "when": "2026-10-13 15:35",
-   "kind": "finding",
-   "text": "Phase-d test 2 spent 14:05 to 15:05 in two 30-minute bash timeouts on a mock server, then started the real crate. At 15:35 it had 8 Rust files and 1,837 lines, with the GPU busy. Not graded."
-  },
-  {
-   "when": "2026-10-13 14:29",
-   "kind": "finding",
-   "text": "Phase-d test 2 is wedged. Since 14:05 OpenCode has been waiting on a mock python3 server.py (127.0.0.1:8199) whose shell already exited, so the hang watchdog does not fire. The GPU is idle at 22,868 MiB. The 3 h cap is about 16:48. Not graded."
-  },
-  {
-   "when": "2026-10-13 14:07",
-   "kind": "model",
-   "text": "LFM2.5-24B-A2B Q4_K_M finished downloading to the NAS (13.53 GiB). It was not queued. Phase-d still holds the GPU."
-  },
-  {
-   "when": "2026-10-13 14:03",
-   "kind": "model",
-   "text": "The operator asked for LFM2.5-24B-A2B. Q4_K_M (13.53 GiB) is downloading to the NAS. It fits llama.cpp and was not queued. The phase-d case still holds the GPU."
-  },
-  {
-   "when": "2026-10-13 11:31",
-   "kind": "finding",
-   "text": "Titan was down from 07:59 to 11:29. The GPU is idle (lease FREE, 25 MiB). The Qwen3.5-2B baseline did not finish. The bake-off stays paused and did not grade the interrupted phase-d test 2."
-  },
-  {
-   "when": "2026-10-13 10:32",
-   "kind": "finding",
-   "text": "Titan stopped answering on the network between 09:34 and 10:32. The bake-off stays paused and did not grade the interrupted phase-d test 2."
-  },
-  {
-   "when": "2026-10-13 08:33",
-   "kind": "finding",
-   "text": "Titan does not answer on the network. At 07:29 it was running a Qwen3.5-2B baseline at 100% GPU. The bake-off stays paused and did not grade the interrupted phase-d test 2."
-  },
-  {
-   "when": "2026-10-12 05:35",
-   "kind": "grading",
-   "text": "The dashboard queue tile now follows the live test-5 log while the wave-B log still ends at ALL DONE, so a refresh no longer shows the queue as idle during the orrery."
-  },
-  {
-   "when": "2026-10-12 03:35",
-   "kind": "finding",
-   "text": "Tiel Coder with its MTP draft head, test 2 run 3: the server builds and 20 tests pass, but it flushes stdout only when stdin closes, so a client never sees a reply. Test 2 on that build is one usable server in three. Not a broken tool-call format."
-  },
-  {
-   "when": "2026-10-12 03:35",
-   "kind": "finding",
-   "text": "The follow-on is graded. Strata 0.1.42 with the old PCIe share confirmed test 1 at 33.8 tok/s and test 2 at 30.1 tok/s, against 16.8 and 19.2 on the default share. That setting stays."
-  },
-  {
-   "when": "2026-10-12 02:35",
-   "kind": "finding",
-   "text": "Strata 0.1.42 with the old PCIe share passed test 2: 9 tools, 77 tests, 61 min, 30.1 tok/s, against 72 tests, 98 min and 19.2 tok/s on the default share."
-  },
-  {
-   "when": "2026-10-12 02:35",
-   "kind": "finding",
-   "text": "Tiel Coder with its MTP draft head: test 2 run 1 is partial (invented /api/entities, 29 tests) and run 2 is a thin full pass (5 tools, 9 tests, 81 tok/s). Neither showed a broken tool-call format. Run 3 is still going."
-  },
-  {
-   "when": "2026-10-12 01:32",
-   "kind": "finding",
-   "text": "The third Tiel Coder MTP test-1 run also passed (57 tests, 82 tok/s). Grep returned matches and no tool call failed, so drafting has not broken tools on test 1. It is not clearly faster than the plain build."
-  },
-  {
-   "when": "2026-10-12 00:42",
-   "kind": "finding",
-   "text": "The Tiel Coder Q4_K_XL focus wave is fully graded (24 of 24). Test 4 passed 9 of 9 with no false done. The write-up is results-wave-b/TIEL-CODER-FOCUS.md: trust it with a small checked patch, not with one MCP server it writes."
-  },
-  {
-   "when": "2026-10-12 00:42",
-   "kind": "finding",
-   "text": "Strata 0.1.42 with the old PCIe share passed test 1 at 33.8 tok/s (the default-share run was 16.8). The first two Tiel Coder MTP test-1 runs also passed, at 75 and 67 tok/s; neither called glob or grep."
-  },
-  {
-   "when": "2026-10-11 22:37",
-   "kind": "finding",
-   "text": "Six more Tiel Coder test 4 runs passed, including the last bugfix-targets run, so that ticket is 3 of 3. Every hidden check was green and no baseline test regressed. Glob now returns file paths; the old ripgrep unpack error is still gone. Test 4 stays out of the report."
-  },
-  {
-   "when": "2026-10-11 21:41",
-   "kind": "finding",
-   "text": "First test 4 case on Tiel Coder Q4_K_XL passed the hidden checks (bugfix-targets, 161 tests, no regressions). Test 4 is not in the report, so the row lives in results-test4/grades.tsv."
-  },
-  {
-   "when": "2026-10-11 20:17",
-   "kind": "tests",
-   "text": "New test 5: one prompt, one reply, an animated SVG of a clockwork orrery; Claude's own answer is kept as the top of the scale. 15 of our models try it after the current queue."
-  },
-  {
-   "when": "2026-10-11 17:35",
-   "kind": "finding",
-   "text": "The file search tools of the coding agent work now that ripgrep is in the image: in the first three cases graded since the fix the old error is gone and the one grep call made returned its matches. No glob call has been made yet."
-  },
-  {
-   "when": "2026-10-11 15:53",
-   "kind": "tests",
-   "text": "The coding agent's glob and grep tools never worked in the test sandbox because the image had no ripgrep. It is installed now; earlier runs are not repeated, since every model had the same handicap. Runs from this wave on have working search tools."
-  },
-  {
-   "when": "2026-10-11 14:20",
-   "kind": "finding",
-   "text": "Strata 0.1.42 settings for Flash-Next, each of five settings measured twice in opposite orders. Going back to the older PCIe share was the best single change: about 152 seconds per probe against 188 with the release defaults, long answers at about 95 tok/s against 48, and a large prompt read at about 2,000 tok/s against 1,200. Turning tail skip off decodes as fast but does not help reading. Everything ran faster in the second round, so smaller differences are noise."
-  },
-  {
-   "when": "2026-10-11 13:40",
-   "kind": "finding",
-   "text": "The file search tools of the coding agent (glob and grep) have failed inside the test sandbox since at least 2026-10-01: the agent image lacks ripgrep and the fallback download cannot be unpacked there. 57 of 181 runs asked for them and got an error, the reference runs included; the models fell back to shell commands. Not fixed yet, so the running wave stays comparable."
+   "summary": "Two engine patches lifted decode from 3.95 to 18.7 tok/s; the model then passed test 1 (44 tests) and test 2 (7 tools, 66 tests, 322 minutes).",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Decode",
+     "before": 3.95,
+     "after": 18.7,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Test 2, tests passing",
+     "before": null,
+     "after": 66,
+     "unit": "tests"
+    }
+   ],
+   "quality": "Standard graders; both tests passed.",
+   "caveat": "Decode figures come from the run log, not a result file. A 1-bit variant failed both tests."
+  }
+ ],
+ "picks": {
+  "overall": [
+   {
+    "role": "Smartest",
+    "model": "flashnext",
+    "verdict": "Built the best test-2 server of every run.",
+    "tradeoff": "Slower than the 27B stacks. The earlier build crashed under several sessions; the current stock builds served 11 of 11 sessions at about 25 tok/s on 2026-10-21, though no agent test has been rerun on them.",
+    "cases": [
+     "wb-flashnext-sglang"
+    ]
+   },
+   {
+    "role": "Fastest competent",
+    "model": "qwen3.8-27b-vllm",
+    "verdict": "Full passes on both tests; the default agent model.",
+    "tradeoff": "The same weights on llama.cpp scored the same and ran 2-4x slower.",
+    "cases": [
+     "wb-qwen3.8-27b-vllm",
+     "wa-qwen3.8-27b-vllm"
+    ]
+   }
+  ],
+  "uncensored": [
+   {
+    "role": "Smartest",
+    "model": "lcpp6-orcarouter-fn-uncensored",
+    "verdict": "Orcarouter fine-tune of Flash-Next; full test-2 pass with long-horizon settings, the most tools and tests and the fewest compiler errors of the big uncensored runs.",
+    "tradeoff": "Slow: 7.6 tok/s, 191 min. Flash-Next Heretic2 is twice as fast for a thinner result (7 tools, 33 tests in 120 min).",
+    "cases": [
+     "wb-orcarouter-fn-uncensored-long-lcpp6-r2"
+    ]
+   },
+   {
+    "role": "Fastest competent",
+    "model": "qwen3.8-27b-uncensored-vllm",
+    "verdict": "Two test-2 full passes and 5/5 on test 1; run it with the thinking budget.",
+    "tradeoff": "OrcaSAQ-2-Cyber is faster (about 80 tok/s) but one of its two test-2 runs shipped a broken HTTP client.",
+    "cases": [
+     "wb-qwen3.8-27b-uncensored-vllm-pp",
+     "wa-qwen3.8-27b-uncensored-vllm-pp"
+    ]
+   }
+  ],
+  "families": [
+   {
+    "family": "Qwen3.8 27B",
+    "smartest": "qwen3.8-27b-vllm",
+    "fastest": "qwen3.8-27b-vllm",
+    "unc_smartest": "qwen3.8-27b-uncensored-vllm",
+    "unc_fastest": "orcasaq2-cyber-27b",
+    "note": "vLLM with MTP drafts at 150k context is both: llama.cpp on the same weights scored the same and ran 2-4x slower. Uncensored: the AWQ uncensored checkpoint is the steadier, OrcaSAQ the faster (DFlash2) but variable."
+   },
+   {
+    "family": "Qwen3.8 Flash-Next",
+    "smartest": "flashnext",
+    "fastest": "strata-swift15",
+    "unc_smartest": "lcpp6-flashnext-heretic2",
+    "unc_fastest": "lcpp6-flashnext-heretic2",
+    "note": "SGLang built the best server; Strata runs the GSQ-RCO quants at 21-24 tok/s over a run with full passes. Only llama.cpp runs the uncensored tunes (0.6 is 2.5-4x faster than 0.4)."
+   },
+   {
+    "family": "Tiel Coder 35B",
+    "smartest": "cyber-tiel-coder-35b",
+    "fastest": "tiel-coder-35b",
+    "unc_smartest": "cyber-tiel-coder-35b",
+    "unc_fastest": "cyber-tiel-coder-35b",
+    "note": "IQ4_XS is the fastest model that writes working test-1 code (101 tok/s) but its test-2 server called an invented endpoint; the Q6 security tune passed test 2."
+   },
+   {
+    "family": "Qwen3.6",
+    "smartest": "qwen3.6-27b",
+    "fastest": null,
+    "unc_smartest": null,
+    "unc_fastest": null,
+    "note": "Good on test 1, both failed test 2 (no initialize / no tools). Superseded by Qwen3.8."
+   },
+   {
+    "family": "Gemma 4",
+    "smartest": "gemma-4-31b",
+    "fastest": "gemma-4-26b-a4b-vllm",
+    "unc_smartest": null,
+    "unc_fastest": null,
+    "note": "Fast (45-91 tok/s) but thin: 3 tools on test 2. Needs enable_thinking."
+   },
+   {
+    "family": "Kolibri",
+    "smartest": "kolibri-1",
+    "fastest": null,
+    "unc_smartest": null,
+    "unc_fastest": null,
+    "note": "Test 1 thin, test 2 partial (no initialize); ~19 tok/s. Not competitive here."
+   },
+   {
+    "family": "GLM",
+    "smartest": null,
+    "fastest": null,
+    "unc_smartest": null,
+    "unc_fastest": null,
+    "note": "GLM-4.7-Flash rejected numeric JSON-RPC ids, GLM-4.5-Air never answered initialize and ran at 3-6 tok/s. Dropped."
+   },
+   {
+    "family": "Nemotron",
+    "smartest": null,
+    "fastest": null,
+    "unc_smartest": null,
+    "unc_fastest": null,
+    "note": "Nano 30B quit within minutes (2/5 twice); Super 120B passed test 1 with no tests at 8.5 tok/s. Not taken to test 2."
+   },
+   {
+    "family": "Other",
+    "smartest": null,
+    "fastest": null,
+    "unc_smartest": null,
+    "unc_fastest": null,
+    "note": "Devstral Small 2, Bonsai 2 (invented APIs), Nanbeige 3B, Qwen3-VL-8B, Jan Nano: inconsistent or failing on test 1. Excluded."
+   }
+  ]
+ },
+ "timeline": [
+  {
+   "date": "2026-09-23",
+   "era": "Round 1",
+   "title": "One prompt, Pi agent, API coverage",
+   "what": "Write a Python CLI for the Home Assistant REST API. Pi agent, llama.cpp only, 17 cases. Scored by endpoints touched (of 9) and whether the code compiles.",
+   "why": "A first look at which local models write working code at all."
   },
   {
-   "when": "2026-10-11 12:16",
-   "kind": "grading",
-   "text": "Test 3 now credits a right value even when the model wrote its answer file in its own layout. Four runs gain: OrcaSAQ-2-Cyber and Gemma 4 31B on the known-good server go from 0 to 14 of 14 facts, Coder390 from 6 to 14 on the known-good server and from 1 to 6 on its own. Every recovered value was checked by hand."
+   "date": "2026-09-27",
+   "era": "Tests 2, 3A, 3B",
+   "title": "Build an MCP server, then use one",
+   "what": "OpenCode in a container against a recorded Home Assistant. Test 2: build a Rust MCP server from the spec on disk. Test 3A/3B: describe the house through your own server / someone else's.",
+   "why": "Separate building a tool from using one; test 1 did not separate models."
   },
   {
-   "when": "2026-10-11 12:16",
-   "kind": "tests",
-   "text": "Test 3 now also puts its task text in a file in the work folder, because models that compacted their conversation lost the required answer layout. Runs from today on are not strictly comparable with the 35 earlier ones."
+   "date": "2026-09-29",
+   "era": "Abliteration cohort",
+   "title": "Can uncensored Flash-Next still do the work?",
+   "what": "Three uncensored Flash-Next routes (orcarouter fine-tune, Heretic2, abliterated s1.5) plus the stock model through the MCP test.",
+   "why": "Red-team work on our own software needs models that do not refuse."
   },
   {
-   "when": "2026-10-11 12:13",
-   "kind": "grading",
-   "text": "Three grading questions are settled. Test 3 will also give its task as a file, and runs that missed only on answer layout will be regraded. Test 1 keeps counting an explicit nothing-matched message with exit code 0 as clean handling of bad input. Test 2 keeps grading the server's main read tool; another working tool does not turn a partial into a pass."
+   "date": "2026-09-30",
+   "era": "Harness fixes",
+   "title": "Offloaded models produced zero output",
+   "what": "mmap + experts in RAM page-faulted the weights off NFS during the first request. Fix: -lm none (load eagerly). Also: 3 h case cap, longer client timeouts, guaranteed result records.",
+   "why": "Several early 'failures' were the harness, not the model."
   },
   {
-   "when": "2026-10-11 11:32",
-   "kind": "finding",
-   "text": "The newer SGLang build for Flash-Next (phase-d-main) served several sessions at once in a probe, 11 of 11 checks, which the older build could not. In test 1 it passed 5 of 5 at 25.3 tok/s; the older build ran at 44.3 tok/s on 2026-10-01 under earlier harness settings, so the two speeds are not directly comparable."
+   "date": "2026-10-01",
+   "era": "Wave A",
+   "title": "Test 1 graded by running the tool",
+   "what": "Same CLI task, now graded by executing it in a sandbox: entry point + help, real reads, bad input, bad auth, no crash, plus the model's own tests. fill_vram tunes context and offload per model with real loads.",
+   "why": "Counting endpoints in the source credited argparse help text and invented APIs."
   },
   {
-   "when": "2026-10-11 08:53",
-   "kind": "settings",
-   "text": "Every model entry's settings file is now also copied to a folder on Titan that the llama-watch dashboard can read, with the model's record included, so the dashboard can show per-model settings."
+   "date": "2026-10-03",
+   "era": "Wave B",
+   "title": "Test 2 graded by driving the server",
+   "what": "The Rust MCP server is built and spoken to as a real MCP client: initialize, tools/list, a real tools/call against the replay. Every failure verified by hand.",
+   "why": "Test 2 separates models that test 1 cannot: invented endpoints, broken handshakes, networking bugs."
   },
   {
-   "when": "2026-10-11 08:30",
-   "kind": "finding",
-   "text": "Strata 0.1.42 on Flash-Next, test 1: both settings pass 5 of 5, but the release defaults were slower on Titan (16.8 tok/s, 94 min) than the three older settings (22.4 tok/s, 62 min). On long replies alone the medians are 18.1 and 24.0 tok/s. One run each, so this needs a controlled speed check before we draw a conclusion."
+   "date": "2026-10-04",
+   "era": "Client settings",
+   "title": "Context margin and thinking budget",
+   "what": "OpenCode is told the context limit minus max(10%, 16k); a thinking budget of min(24k, reply cap − 6k) on every engine.",
+   "why": "Runs died on context overflow, and on single thinks that ate the whole reply."
   },
   {
-   "when": "2026-10-11 03:55",
-   "kind": "finding",
-   "text": "The Qwen3-VL-8B Q8 retry fell into a loop in test 1: since 02:34 it has repeated one identical file search more than 1,400 times, after 12 compactions. The three-hour cap ends the run at about 04:02."
+   "date": "2026-10-04",
+   "era": "New engines",
+   "title": "vLLM, SGLang, Strata",
+   "what": "vLLM (HyperQwen) for the dense 27B, SGLang (EXL3) and Strata for Flash-Next, each behind llama-swap as a container.",
+   "why": "Engine mattered as much as model: same weights, 2-5x speed."
   },
   {
-   "when": "2026-10-11 00:55",
-   "kind": "finding",
-   "text": "Titan fan work, heat-soaked comparison at the same graphics card load (about 278 W): processor 74 °C instead of 79 °C on average with peaks of 79 °C instead of 90 °C, coolant 34 °C instead of 40 °C, board 34 °C instead of 51 °C, drives 7 to 9 °C cooler, graphics card 2 °C cooler with its fan at 62% instead of 71%."
+   "date": "2026-10-05",
+   "era": "llama.cpp 0.6",
+   "title": "A second llama.cpp, and long-horizon runs",
+   "what": "Official llama.cpp v0.6.0 A/B against 0.4.1; 8 h long-horizon test 2 with Qwen's own long-run sampling; small-window vLLM profiles with OpenCode and Pi; Kolibri.",
+   "why": "0.6.0 is 2.5-4x faster on Flash-Next MoE; the uncensored Flash-Next finally finished test 2."
   },
   {
-   "when": "2026-10-10 23:50",
-   "kind": "finding",
-   "text": "Nemotron 3 Nano on the newer llama.cpp with researched sampling still ends test 1 early: it wrote three files in 76 seconds, never ran them and stopped. The command-line tool shows help but reads nothing."
+   "date": "2026-10-06",
+   "era": "Uncensored round",
+   "title": "Long runs for the slower uncensored models",
+   "what": "ThinkingCap-27B Heretic (new), and 8 h test 2 for Flash-Next Heretic2, Abliterated s1.5 and q38-27b-cyber.",
+   "why": "Find the smartest uncensored model, not just the fastest."
   },
   {
-   "when": "2026-10-10 23:20",
-   "kind": "finding",
-   "text": "Titan runs cooler after the fan work. On the same test the processor averaged 71 °C instead of 82 °C and the coolant 34 °C instead of 43 °C; the earlier figures came from a heat-soaked case, so a soaked comparison follows."
+   "date": "2026-10-07",
+   "era": "Test 3",
+   "title": "Use an MCP server through a subagent, and fix it",
+   "what": "The agent gets an MCP server's source and a subagent whose only tools are that server's. It must extract 14 facts through the subagent, check them against the REST API and fix the server if it is wrong. 3G: a known-good server; 3O: the model's own test-2 server. Transcripts scored on a 12-point rubric.",
+   "why": "Measures how well a model briefs and checks subagents, which tests 1 and 2 cannot see."
   },
   {
-   "when": "2026-10-10 17:20",
-   "kind": "finding",
-   "text": "In test 3, a compaction often drops the answer layout the prompt asks for (Gemma 31B, Gemma 26B, Coder390): the values are right but the automatic grade gives little or no credit. The task text exists only in the first message, so the agent cannot re-read it."
+   "date": "2026-10-08",
+   "era": "Engines",
+   "title": "GLM-5.3-Flash runs on Maya",
+   "what": "Two engine patches lift decode from 4 to 19 tok/s; tests 1 and 2 both pass.",
+   "why": "Can a large model work on one card?"
   },
   {
-   "when": "2026-10-10 16:25",
-   "kind": "model",
-   "text": "Ten retry-wave entries and two Strata 0.1.42 entries for Flash-Next created on Titan."
+   "date": "2026-10-09",
+   "era": "Harness",
+   "title": "Maker sampling and a loop guard",
+   "what": "Entries serve the maker's recommended sampling, and the agent stops when it repeats itself.",
+   "why": "Loops had ruined several runs."
   },
   {
-   "when": "2026-10-10 15:55",
-   "kind": "finding",
-   "text": "The server Gemma 4 26B built on vLLM passed our test-2 grader, but OpenCode cannot connect to it. The grader's client is more forgiving than a real one; a stricter handshake check and a regrade are planned."
+   "date": "2026-10-10",
+   "era": "Harness",
+   "title": "Graders audited, all old runs regraded",
+   "what": "125 archived runs rechecked; four test-1 verdicts changed and some test counts were corrected.",
+   "why": "Old and new scores must compare."
   },
   {
-   "when": "2026-10-10 14:40",
-   "kind": "engine",
-   "text": "Strata 0.1.42 built and loaded on Titan beside 0.1.40.3. It skips rarely used experts by default (claimed 13 to 16% faster decode, answers change slightly) and keeps the prompt cache when the tool list is reordered."
+   "date": "2026-10-11",
+   "era": "Engines",
+   "title": "Old PCIe share doubles Flash-Next on Strata",
+   "what": "Restoring the old PCIe share lifts long-answer decode from 48 to 95 tok/s.",
+   "why": "A newer default had halved speed."
   },
   {
-   "when": "2026-10-10 13:15",
-   "kind": "grading",
-   "text": "Graders repaired and all 125 archived test-1 and test-2 runs regraded. Four test-1 verdicts changed: Bonsai on the ada-surgery stack fail to pass, Flash-Next and one Qwen3.8 quoting run partial to pass, the second Devstral run pass to partial. Test counts corrected on 15 more rows."
+   "date": "2026-10-11",
+   "era": "Tests",
+   "title": "Test 4: ticket fixes in Rust",
+   "what": "Tiel Coder fixed three tickets, three runs each, on a crate with 155 passing tests.",
+   "why": "Tests 1 and 2 never touch existing code."
   },
   {
-   "when": "2026-10-10 13:10",
-   "kind": "grading",
-   "text": "Grader image gained the test libraries respx, pytest-mock and pytest-asyncio; the three Gemma 26B test-1 runs now show 8, 7 and 9 passing tests where they showed 0."
+   "date": "2026-10-13",
+   "era": "Engines",
+   "title": "Engine shoot-out on Qwen3.8-27B",
+   "what": "TensorFold, exllamav3 and llama.cpp compared with and without drafting on one 3090.",
+   "why": "Pick the fastest stack for the daily model."
   },
   {
-   "when": "2026-10-10 12:00",
-   "kind": "finding",
-   "text": "GLM-5.3-Flash on Maya writes multi-digit numbers split by spaces in tool arguments (a limit of \"1 0\", 434 read as 4342). Both of its test-3 cases timed out because of it. Likely a decode fault in the engine build or the 2-bit weights; not yet diagnosed."
+   "date": "2026-10-14",
+   "era": "Tests",
+   "title": "Tests 7 and 8 added",
+   "what": "Test 7 is a seeded labyrinth generator; test 8 gives the pagoda and orrery to an agent.",
+   "why": "Measure design work, not only code."
   },
   {
-   "when": "2026-10-10 11:00",
-   "kind": "model",
-   "text": "From the daily bookmark scan: Qwen-Image-2.1-Turbo downloaded (not run yet); Mirai S noted as needing an engine of its own; Samsung LittleBit recorded as research only."
+   "date": "2026-10-14",
+   "era": "Harness",
+   "title": "Agent window margin changed",
+   "what": "At 150k served, the agent now compacts at 89,328 tokens (60%), up from 71,000 (47%).",
+   "why": "Fewer compactions, longer runs."
   },
   {
-   "when": "2026-10-10 10:45",
-   "kind": "tests",
-   "text": "Report builder no longer keeps its own list of models: it reads the entry specs and model records. A plan for one master model catalog is written (catalog/DESIGN.md)."
+   "date": "2026-10-14",
+   "era": "Engines",
+   "title": "Night search for speed at 141k context",
+   "what": "Four stacks timed on code at 141k tokens; Gemma-4-26B-A4B kept 123 tok/s.",
+   "why": "Find what stays fast with a long history."
   },
   {
-   "when": "2026-10-10 10:15",
-   "kind": "grading",
-   "text": "Independent audit of queue, configuration, results and graders. Fixed: the test-2 grade script used the live replay port; the retry queue script unloaded models before taking the lease; a failed load could be marked done."
+   "date": "2026-10-15",
+   "era": "Release",
+   "title": "Public model-research update; LFM2.5 and Saluki tested",
+   "what": "LFM2.5-24B (five quants) and a 2-bit Qwen3.8-27B tune went through tests 1 and 2.",
+   "why": "Check small and very low-bit models."
   },
   {
-   "when": "2026-10-10 09:50",
-   "kind": "tests",
-   "text": "Test 4 (consistency) built: three tickets against an existing Rust project, five runs each, 45-minute cap. Test 1B repeats test 1 four more times. Eleven models are listed, including Flash-Next on SGLang, Flash-Next Heretic2 and GLM-5.3-Flash on Maya."
+   "date": "2026-10-16",
+   "era": "Engines",
+   "title": "Strata 0.1.44.1, Maya 1.1.11, exllamav3 1.6.2",
+   "what": "Strata cut load time and doubled decode in the A/B; Maya fixed split digits; exllamav3 matched.",
+   "why": "Re-measure each engine before changing defaults."
   },
   {
-   "when": "2026-10-10 00:30",
-   "kind": "model",
-   "text": "Qwen3.8-27B Cyber dropped after its 5-bit rerun failed test 2. Qwen3.8-27B Coder390 EfficientThink added on llama.cpp 0.6."
+   "date": "2026-10-17",
+   "era": "Tests",
+   "title": "First graded test 8 batches",
+   "what": "Six models that drew blank one-shot pagodas scored 7 to 10 as agents.",
+   "why": "Show what tools and a browser add."
   },
   {
-   "when": "2026-10-10 00:20",
-   "kind": "settings",
-   "text": "Fixed a bug in the script that rewrites an entry's flags for a matrix row (lib.sh set_variant)."
+   "date": "2026-10-18",
+   "era": "Engines",
+   "title": "llama.cpp 0.7.0 replaces 0.6.0 in the router",
+   "what": "Version 0.7.0 adds a GPU cache for experts and an option to keep all experts in RAM.",
+   "why": "Big mixture models need that cache."
   },
   {
-   "when": "2026-10-09 15:00",
-   "kind": "settings",
-   "text": "Two rules adopted after the Cyber loops: every entry serves the maker's recommended sampling (checklist item C13, recommended sampling), and every harness denies repeated identical tool calls (C14, loop guard)."
+   "date": "2026-10-20",
+   "era": "Engines",
+   "title": "Gyro-S quant on Strata 0.2",
+   "what": "A 1-bit-class Flash-Next quant with an MTP draft decodes 119 tok/s and passes test 2 in 24 minutes.",
+   "why": "Long agent runs at 20 tok/s are too slow."
   },
   {
-   "when": "2026-10-09 13:00",
-   "kind": "engine",
-   "text": "Bonsai 2 prepared on the community ada-surgery serving stack (its own engine build on Saturn)."
+   "date": "2026-10-22",
+   "era": "Flash-Next",
+   "title": "Expert cache, Strata 0.2.2, Flint and tqLLM",
+   "what": "Flash-Next sped up on llama.cpp and Strata; a new MoE and a new engine were tried.",
+   "why": "Make the 125B model usable on one card."
   }
  ],
+ "events": [],
  "models": {
   "bonsai2-27b-ada": {
    "id": "bonsai2-27b-ada",
@@ -845,7 +1098,7 @@
    "base": "Qwen/Qwen3.8-27B",
    "arch": "dense 27B",
    "engine": "exllamav3 1.6.1 (TabbyAPI)",
-   "quant": "EXL3 4.00bpw (head 6 bits, MTP 4 bits); the HF cache keeps two snapshots: 113cf7ab is 4.00bpw (served), 6fe61ad6 is 3.00bpw",
+   "quant": "EXL3 4.00bpw (head 6 bits, MTP 4 bits)",
    "kind": "stock",
    "uncensored": false,
    "note": "",
@@ -861,7 +1114,7 @@
    "base": "Qwen/Qwen3.8-27B",
    "arch": "dense 27B",
    "engine": "exllamav3 1.6.1 (TabbyAPI)",
-   "quant": "EXL3 4.00bpw (head 6 bits, MTP 4 bits); the HF cache keeps two snapshots: 113cf7ab is 4.00bpw (served), 6fe61ad6 is 3.00bpw",
+   "quant": "EXL3 4.00bpw (head 6 bits, MTP 4 bits)",
    "kind": "stock",
    "uncensored": false,
    "note": "",
@@ -1693,7 +1946,7 @@
    "base": "",
    "arch": "",
    "engine": "llama.cpp 0.4",
-   "quant": "",
+   "quant": null,
    "kind": "unknown",
    "uncensored": false,
    "note": "",
@@ -1709,7 +1962,7 @@
    "base": "",
    "arch": "",
    "engine": "llama.cpp 0.4",
-   "quant": "",
+   "quant": null,
    "kind": "unknown",
    "uncensored": false,
    "note": "",
@@ -1917,7 +2170,7 @@
    "base": "",
    "arch": "",
    "engine": "llama.cpp 0.4",
-   "quant": "",
+   "quant": null,
    "kind": "unknown",
    "uncensored": false,
    "note": "",
@@ -1949,7 +2202,7 @@
    "base": "",
    "arch": "",
    "engine": "llama.cpp 0.4",
-   "quant": "",
+   "quant": null,
    "kind": "unknown",
    "uncensored": false,
    "note": "",
@@ -2133,6 +2386,102 @@
     "label": "yes (head)",
     "status": "head"
    }
+  },
+  "exl3-qwen3.8-27b-dflash2-162": {
+   "id": "exl3-qwen3.8-27b-dflash2-162",
+   "family": "Qwen3.8 27B",
+   "label": "Qwen3.8-27B EXL3 4-bit · exllamav3 1.6.2, DFlash2 drafts, 98k, 8-bit cache",
+   "base": "Qwen/Qwen3.8-27B",
+   "arch": "dense 27B",
+   "engine": "exllamav3 tabbyapi-d6e62270-exl3-1.6.2",
+   "quant": "EXL3 4.00bpw (head 6 bits, MTP 4 bits)",
+   "kind": "stock",
+   "uncensored": false,
+   "note": "",
+   "vision": {
+    "label": "yes (built in)",
+    "status": "native"
+   }
+  },
+  "lcpp6-saluki-27b-iq2": {
+   "id": "lcpp6-saluki-27b-iq2",
+   "family": "Qwen3.8 27B",
+   "label": "Underdog Saluki 27B IQ2-mix · llama.cpp 0.6",
+   "base": "Qwen/Qwen3.8-27B",
+   "arch": "dense 27B",
+   "engine": "llama.cpp 0.6",
+   "quant": "IQ2-mix (GSQ-RCO)",
+   "kind": "tune",
+   "uncensored": true,
+   "note": "Qwen3.8-27B tuned to keep tool calling at 2 bits; card sampling, thinking on, q8_0 cache, context from the tune",
+   "vision": {
+    "label": "not surveyed",
+    "status": null
+   }
+  },
+  "maya1111-glm-5.3-flash": {
+   "id": "maya1111-glm-5.3-flash",
+   "family": "GLM",
+   "label": "GLM-5.3-Flash · Maya v1.1.11, 131k context",
+   "base": "zai-org/GLM-5.3-Flash",
+   "arch": "MoE 321B / 18B active",
+   "engine": "maya maya-1.1.11",
+   "quant": "Maya-S-v2 IQ2_XXS",
+   "kind": "stock",
+   "uncensored": false,
+   "note": "",
+   "vision": {
+    "label": "yes (head)",
+    "status": "head"
+   }
+  },
+  "maya1113m-glm-5.3-flash": {
+   "id": "maya1113m-glm-5.3-flash",
+   "family": "GLM",
+   "label": "GLM-5.3-Flash · Maya-M IQ2_S, Maya v1.1.13, 131k context",
+   "base": "zai-org/GLM-5.3-Flash",
+   "arch": "MoE 321B / 18B active",
+   "engine": "maya maya-1.1.13",
+   "quant": "Maya-M IQ2_S",
+   "kind": "stock",
+   "uncensored": false,
+   "note": "",
+   "vision": {
+    "label": "yes (head)",
+    "status": "head"
+   }
+  },
+  "strata44-flash-next-pcie": {
+   "id": "strata44-flash-next-pcie",
+   "family": "Qwen3.8 Flash-Next",
+   "label": "Flash-Next · Strata 0.1.44.1, old PCIe share, 262k context",
+   "base": "Qwen/Qwen3.8-Flash-Next",
+   "arch": "MoE 125B / 6B active",
+   "engine": "strata strata-0.1.44.1",
+   "quant": "GSQ-RCO IQ3_S",
+   "kind": "stock",
+   "uncensored": false,
+   "note": "",
+   "vision": {
+    "label": "yes (head)",
+    "status": "head"
+   }
+  },
+  "strata020-gyro-s-mtp-test": {
+   "id": "strata020-gyro-s-mtp-test",
+   "family": "Qwen3.8 Flash-Next",
+   "label": "Flash-Next Gyro-S TQ1_0 + MTP draft · Strata 0.2.0-beta, 262k context, int8 KV",
+   "base": "Qwen/Qwen3.8-Flash-Next",
+   "arch": "MoE 125B / 6B active",
+   "engine": "Strata 0.2.0-beta",
+   "quant": "Gyro-S TQ1_0 (trellis-coded experts, Hadamard-rotated)",
+   "kind": "tune",
+   "uncensored": false,
+   "note": "Smallest quant of the Gyro family; experts read from local NVMe, MTP draft head, text only",
+   "vision": {
+    "label": "no",
+    "status": "none"
+   }
   }
  },
  "runs": [
@@ -6719,8 +7068,368 @@
     "loc": 345,
     "errors_per_kloc": 1087.0
    }
-  }
- ],
+  },
+  {
+   "case": "wa-saluki-27b-iq2",
+   "model": "lcpp6-saluki-27b-iq2",
+   "test": 1,
+   "agent": "OpenCode",
+   "checks": 5,
+   "tests_pass": 72,
+   "tests_fail": 0,
+   "subcmds": 9,
+   "tps": 25.3,
+   "minutes": 63,
+   "compactions": 0,
+   "ctx": 262144,
+   "kv": "q8_0",
+   "verdict": "pass",
+   "finished": "2026-10-15 17:47",
+   "struggle": {
+    "compiles": 0,
+    "failed_compiles": 0,
+    "rust_errors": 0,
+    "loc": 1643,
+    "errors_per_kloc": 0.0
+   }
+  },
+  {
+   "case": "wb-lfm25-24b-ud-q5kxl",
+   "model": "lcpp6-lfm25-24b-ud-q5kxl",
+   "test": 2,
+   "agent": "OpenCode",
+   "checks": null,
+   "tests_pass": 3,
+   "tests_fail": null,
+   "subcmds": null,
+   "tps": 137.3,
+   "minutes": 7,
+   "compactions": 1,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "fail",
+   "finished": "2026-10-15 15:25",
+   "struggle": {
+    "compiles": 30,
+    "failed_compiles": 16,
+    "rust_errors": 116,
+    "loc": 442,
+    "errors_per_kloc": 262.4
+   }
+  },
+  {
+   "case": "wb-lfm25-24b-ud-q6kxl",
+   "model": "lcpp6-lfm25-24b-ud-q6kxl",
+   "test": 2,
+   "agent": "OpenCode",
+   "checks": null,
+   "tests_pass": 0,
+   "tests_fail": null,
+   "subcmds": null,
+   "tps": 140.3,
+   "minutes": 23,
+   "compactions": 5,
+   "ctx": 122880,
+   "kv": "f16",
+   "verdict": "fail",
+   "finished": "2026-10-15 15:48",
+   "struggle": {
+    "compiles": 102,
+    "failed_compiles": 37,
+    "rust_errors": 201,
+    "loc": 329,
+    "errors_per_kloc": 610.9
+   }
+  },
+  {
+   "case": "wb-lfm25-24b-ud-q4kxl-rerun",
+   "model": "lcpp6-lfm25-24b-ud-q4kxl",
+   "test": 2,
+   "agent": "OpenCode",
+   "checks": null,
+   "tests_pass": 2,
+   "tests_fail": null,
+   "subcmds": null,
+   "tps": 144.4,
+   "minutes": 5,
+   "compactions": 1,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "fail",
+   "finished": "2026-10-15 15:53",
+   "struggle": {
+    "compiles": 12,
+    "failed_compiles": 8,
+    "rust_errors": 79,
+    "loc": 382,
+    "errors_per_kloc": 206.8
+   }
+  },
+  {
+   "case": "wb-saluki-27b-iq2",
+   "model": "lcpp6-saluki-27b-iq2",
+   "test": 2,
+   "agent": "OpenCode",
+   "checks": null,
+   "tests_pass": 47,
+   "tests_fail": null,
+   "subcmds": null,
+   "tps": 22.0,
+   "minutes": 166,
+   "compactions": 1,
+   "ctx": 262144,
+   "kv": "q8_0",
+   "verdict": "partial",
+   "finished": "2026-10-15 21:06",
+   "struggle": {
+    "compiles": 18,
+    "failed_compiles": 17,
+    "rust_errors": 95,
+    "loc": 1944,
+    "errors_per_kloc": 48.9
+   }
+  },
+  {
+   "case": "t2-gyro-s-mtp-r1",
+   "model": "strata020-gyro-s-mtp-test",
+   "test": 2,
+   "agent": "OpenCode",
+   "checks": null,
+   "tests_pass": 108,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 89.8,
+   "minutes": 24,
+   "compactions": null,
+   "ctx": 262144,
+   "kv": "int8",
+   "verdict": "pass",
+   "finished": "2026-10-20 11:10",
+   "struggle": {
+    "compiles": 41,
+    "failed_compiles": 26,
+    "rust_errors": 103,
+    "loc": 4781,
+    "errors_per_kloc": 21.8
+   }
+  },
+  {
+   "case": "t4-bugfix-targets-tiel-q4kxl-r1",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
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+   "tests_pass": 161,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 18.2,
+   "minutes": 42,
+   "compactions": 2,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 21:36",
+   "struggle": {
+    "compiles": 5,
+    "failed_compiles": 2,
+    "rust_errors": 3,
+    "loc": 9491,
+    "errors_per_kloc": 0.4
+   }
+  },
+  {
+   "case": "t4-config-timeouts-tiel-q4kxl-r1",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
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+   "tests_fail": 0,
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+   "tps": 61.5,
+   "minutes": 19,
+   "compactions": 8,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 21:56",
+   "struggle": {
+    "compiles": 10,
+    "failed_compiles": 2,
+    "rust_errors": 8,
+    "loc": 9844,
+    "errors_per_kloc": 0.8
+   }
+  },
+  {
+   "case": "t4-feature-filter-tiel-q4kxl-r1",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
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+   "tests_fail": 0,
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+   "tps": 65.8,
+   "minutes": 6,
+   "compactions": 2,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 22:03",
+   "struggle": {
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+    "failed_compiles": 5,
+    "rust_errors": 7,
+    "loc": 9497,
+    "errors_per_kloc": 0.7
+   }
+  },
+  {
+   "case": "t4-bugfix-targets-tiel-q4kxl-r2",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
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+   "tps": 80.8,
+   "minutes": 5,
+   "compactions": 0,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 22:08",
+   "struggle": {
+    "compiles": 7,
+    "failed_compiles": 3,
+    "rust_errors": 3,
+    "loc": 9496,
+    "errors_per_kloc": 0.5
+   }
+  },
+  {
+   "case": "t4-config-timeouts-tiel-q4kxl-r2",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
+   "checks": 13,
+   "tests_pass": 161,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 62.2,
+   "minutes": 19,
+   "compactions": 7,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 22:28",
+   "struggle": {
+    "compiles": 11,
+    "failed_compiles": 5,
+    "rust_errors": 51,
+    "loc": 9664,
+    "errors_per_kloc": 5.3
+   }
+  },
+  {
+   "case": "t4-feature-filter-tiel-q4kxl-r2",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
+   "checks": 11,
+   "tests_pass": 157,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 60.2,
+   "minutes": 5,
+   "compactions": 2,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 22:33",
+   "struggle": {
+    "compiles": 5,
+    "failed_compiles": 2,
+    "rust_errors": 2,
+    "loc": 9464,
+    "errors_per_kloc": 0.2
+   }
+  },
+  {
+   "case": "t4-bugfix-targets-tiel-q4kxl-r3",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
+   "checks": 4,
+   "tests_pass": 156,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 71.0,
+   "minutes": 2,
+   "compactions": 0,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 22:36",
+   "struggle": {
+    "compiles": 4,
+    "failed_compiles": 1,
+    "rust_errors": 1,
+    "loc": 9453,
+    "errors_per_kloc": 0.1
+   }
+  },
+  {
+   "case": "t4-config-timeouts-tiel-q4kxl-r3",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
+   "checks": 13,
+   "tests_pass": 164,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 64.5,
+   "minutes": 13,
+   "compactions": 5,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 22:49",
+   "struggle": {
+    "compiles": 8,
+    "failed_compiles": 3,
+    "rust_errors": 3,
+    "loc": 9722,
+    "errors_per_kloc": 0.3
+   }
+  },
+  {
+   "case": "t4-feature-filter-tiel-q4kxl-r3",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
+   "checks": 11,
+   "tests_pass": 159,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 61.3,
+   "minutes": 9,
+   "compactions": 4,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 22:59",
+   "struggle": {
+    "compiles": 4,
+    "failed_compiles": 2,
+    "rust_errors": 4,
+    "loc": 9497,
+    "errors_per_kloc": 0.4
+   }
+  }
+ ],
  "test3": [
   {
    "case": "t3g-qwen3.8-27b-vllm",
@@ -7358,6 +8067,32 @@
    "tps": 2.4,
    "minutes": 68,
    "finished": "2026-10-14 20:28"
+  },
+  {
+   "case": "t3o-maya-m-glm-5.3-flash",
+   "model": "maya1113m-glm-5.3-flash",
+   "flavor": "3O",
+   "mcp_facts": "13/14",
+   "api_facts": "13/14",
+   "judgement_right": false,
+   "rubric": 12,
+   "note": "Maya-M IQ2_S on Maya v1.1.13, own server, untuned. The first probe failed on every call with a protocol-version error in the _meta field; it traced the gate in its own source, relaxed it, updated the tests and re-probed. 13 of 14 facts matched REST; the fixed server passes test 2 (7 tools, 67 tests). The one miss: it read the HVAC mode as an absent attribute, so the judgement is marked wrong. No split-digit fault. 34 min.",
+   "tps": 5.4,
+   "minutes": 34,
+   "finished": "2026-10-17 19:58"
+  },
+  {
+   "case": "t3g-maya-m-glm-5.3-flash",
+   "model": "maya1113m-glm-5.3-flash",
+   "flavor": "3G",
+   "mcp_facts": "14/14",
+   "api_facts": "14/14",
+   "judgement_right": true,
+   "rubric": 12,
+   "note": "Maya-M IQ2_S on Maya v1.1.13, known-good server, untuned. REST ground truth first, then one probe session of 12 calls with exact filters and verbatim error reporting; all 14 facts matched REST, and it trusted the server unchanged, which is right. The number-copying fault of the earlier Maya-S runs did not recur. 9 min.",
+   "tps": 7.1,
+   "minutes": 9,
+   "finished": "2026-10-17 20:13"
   }
  ],
  "ab": [
@@ -7610,466 +8345,930 @@
    "prefill": 1186.0,
    "vram": "19532",
    "error": ""
+  },
+  {
+   "model": "strata42-flash-next-pcie",
+   "engine": "Strata 0.1.42",
+   "variant": "2 rounds, first one cold",
+   "decode": 18.3,
+   "quote": null,
+   "prefill": 722.9,
+   "vram": null,
+   "error": ""
+  },
+  {
+   "model": "strata44-flash-next-pcie",
+   "engine": "Strata 0.1.44.1",
+   "variant": "2 rounds",
+   "decode": 44.9,
+   "quote": null,
+   "prefill": 1416.4,
+   "vram": null,
+   "error": ""
+  },
+  {
+   "model": "maya-glm-5.3-flash",
+   "engine": "Maya 1.0.4",
+   "variant": "2 rounds, 3.5 bpw Maya-S",
+   "decode": 14.6,
+   "quote": null,
+   "prefill": null,
+   "vram": null,
+   "error": ""
+  },
+  {
+   "model": "maya1111-glm-5.3-flash",
+   "engine": "Maya 1.1.11",
+   "variant": "2 rounds, same pack",
+   "decode": 17.0,
+   "quote": null,
+   "prefill": null,
+   "vram": null,
+   "error": ""
+  },
+  {
+   "model": "exl3-qwen3.8-27b-dflash2",
+   "engine": "exllamav3 1.6.1",
+   "variant": "2 rounds, DFlash2, thinking off",
+   "decode": 138.6,
+   "quote": null,
+   "prefill": null,
+   "vram": null,
+   "error": ""
+  },
+  {
+   "model": "exl3-qwen3.8-27b-dflash2-162",
+   "engine": "exllamav3 1.6.2",
+   "variant": "2 rounds, DFlash2, thinking off",
+   "decode": 140.1,
+   "quote": null,
+   "prefill": null,
+   "vram": null,
+   "error": ""
+  },
+  {
+   "model": "strata020-gyro-s-mtp-test",
+   "engine": "Strata 0.2.0-beta",
+   "variant": "Gyro-S + MTP, code prompt",
+   "decode": 118.6,
+   "quote": null,
+   "prefill": 2550.9,
+   "vram": 23862,
+   "error": ""
+  },
+  {
+   "model": "strata44-flash-next-pcie",
+   "engine": "Strata 0.2.0-beta",
+   "variant": "IQ3_S + MTP, code prompt",
+   "decode": 35.4,
+   "quote": null,
+   "prefill": 2645.4,
+   "vram": 23868,
+   "error": ""
+  },
+  {
+   "model": "strata44-flash-next-pcie",
+   "engine": "Strata 0.1.45",
+   "variant": "IQ3_S + MTP, code prompt",
+   "decode": 29.4,
+   "quote": null,
+   "prefill": 2597.8,
+   "vram": 23874,
+   "error": ""
+  },
+  {
+   "model": "strata020-gyro-s-mtp-test",
+   "engine": "Strata 0.2.2",
+   "variant": "Gyro-S + MTP, code prompt",
+   "decode": 144.1,
+   "quote": null,
+   "prefill": 2545.7,
+   "vram": 23862,
+   "error": ""
+  },
+  {
+   "model": "strata020-gyro-s-mtp-test",
+   "engine": "Strata 0.2.0-beta",
+   "variant": "Gyro-S + MTP, code prompt, same-day control",
+   "decode": 121.6,
+   "quote": null,
+   "prefill": 2539.8,
+   "vram": 23862,
+   "error": ""
   }
  ],
  "oneshots": {
   "orrery": [
    {
-    "case": "t5r4-lcpp6-tiel-coder-35b-t06",
-    "entry": "lcpp6-tiel-coder-35b-t06",
+    "case": "t5r4-lcpp6-tiel-coder-35b-t06",
+    "entry": "lcpp6-tiel-coder-35b-t06",
+    "test": 5,
+    "finish": "stop",
+    "tokens": 31140.0,
+    "wall_s": 224.6,
+    "tok_s": 140.9,
+    "points": {
+     "A": 2.0,
+     "B": 2.0,
+     "C": 2.0,
+     "D": 2.0,
+     "E": 2.0
+    },
+    "total": 10.0,
+    "note": "full marks: 8 planets at exact ratios (Earth 33.18 s); drive train 12T-8T-8T-6T, module 10, alternating directions at 1 : 1.5 : 1.5 : 2 turns; night side fixed away from the sun on each arm while the surface spins; title overlaps the rim (cosmetic)",
+    "frames": [
+     "frames/orrery/t5r4-lcpp6-tiel-coder-35b-t06/frame-100.webp",
+     "frames/orrery/t5r4-lcpp6-tiel-coder-35b-t06/frame-2000.webp",
+     "frames/orrery/t5r4-lcpp6-tiel-coder-35b-t06/frame-6000.webp"
+    ],
+    "live": "live/orrery/t5r4-lcpp6-tiel-coder-35b-t06/orrery.svg"
+   },
+   {
+    "case": "t5-lcpp6-tiel-coder-35b-q4kxl",
+    "entry": "lcpp6-tiel-coder-35b-q4kxl",
+    "test": 5,
+    "finish": "stop",
+    "tokens": 30666.0,
+    "wall_s": 308.2,
+    "tok_s": 103.5,
+    "points": {
+     "A": 2.0,
+     "B": 2.0,
+     "C": 2.0,
+     "D": 1.0,
+     "E": 2.0
+    },
+    "total": 9.0,
+    "note": "8 planets at exact real ratios (Earth 10 s); five-gear train is toothed (dasharray) but every gear turns clockwise, so none mesh; lit side faces the sun on the arm while the continents spin under it",
+    "frames": [
+     "frames/orrery/t5-lcpp6-tiel-coder-35b-q4kxl/frame-100.webp",
+     "frames/orrery/t5-lcpp6-tiel-coder-35b-q4kxl/frame-2000.webp",
+     "frames/orrery/t5-lcpp6-tiel-coder-35b-q4kxl/frame-6000.webp"
+    ],
+    "live": "live/orrery/t5-lcpp6-tiel-coder-35b-q4kxl/orrery.svg"
+   },
+   {
+    "case": "t5hq1-qwen3.8-27b-vllm-031",
+    "entry": "qwen3.8-27b-vllm-031",
+    "test": 5,
+    "finish": "stop",
+    "tokens": 75643.0,
+    "wall_s": 812.9,
+    "tok_s": 97.8,
+    "points": {
+     "A": 2.0,
+     "B": 2.0,
+     "C": 2.0,
+     "D": 2.0,
+     "E": 1.0
+    },
+    "total": 9.0,
+    "note": "HyperQwen 0.31, 140k cap. 8 planets at exact ratios (Earth 18 s); each planet's pinion rolls in a static internally toothed annulus with matching module (relative spin k+1, opposite to the orbit), the best gearing of the round; but the night half-disc sits in the spinning group, so it turns with the surface",
+    "frames": [],
+    "live": null
+   },
+   {
+    "case": "t5-lcpp6-tiel-coder-35b-t06",
+    "entry": "lcpp6-tiel-coder-35b-t06",
+    "test": 5,
+    "finish": "stop",
+    "tokens": 31231.0,
+    "wall_s": 225.9,
+    "tok_s": 141.1,
+    "points": {
+     "A": 1.0,
+     "B": 2.0,
+     "C": 2.0,
+     "D": 1.0,
+     "E": 2.0
+    },
+    "total": 8.0,
+    "note": "8 planets at exact ratios (Earth 16 s); gear outlines are ragged (tooth path doubles back) and the sun gear is hidden under the sun; idlers counter-rotate but the small idler turns slower than the big sun gear (33 s vs 20 s), against the gear law; lit side faces the sun, surface spins",
+    "frames": [
+     "frames/orrery/t5-lcpp6-tiel-coder-35b-t06/frame-100.webp",
+     "frames/orrery/t5-lcpp6-tiel-coder-35b-t06/frame-2000.webp",
+     "frames/orrery/t5-lcpp6-tiel-coder-35b-t06/frame-6000.webp"
+    ],
+    "live": "live/orrery/t5-lcpp6-tiel-coder-35b-t06/orrery.svg"
+   },
+   {
+    "case": "t5-gemma-4-31b",
+    "entry": "gemma-4-31b",
+    "test": 5,
+    "finish": "stop",
+    "tokens": 4762.0,
+    "wall_s": 144.7,
+    "tok_s": 79.3,
+    "points": {
+     "A": 1.0,
+     "B": 2.0,
+     "C": 2.0,
+     "D": 1.0,
+     "E": 1.0
+    },
+    "total": 7.0,
+    "note": "CSS periods exact; gear rings use transform-origin center, so they drift off their arms; gear periods equal orbit periods; shadow half-disc offset and overhanging, follows the sun but the planets do not spin",
+    "frames": [
+     "frames/orrery/t5-gemma-4-31b/frame-100.webp",
+     "frames/orrery/t5-gemma-4-31b/frame-2000.webp",
+     "frames/orrery/t5-gemma-4-31b/frame-6000.webp"
+    ],
+    "live": "live/orrery/t5-gemma-4-31b/orrery.svg"
+   },
+   {
+    "case": "t5-orcasaq2-cyber-27b",
+    "entry": "orcasaq2-cyber-27b",
+    "test": 5,
+    "finish": "stop",
+    "tokens": 23900.0,
+    "wall_s": 438.2,
+    "tok_s": 71.9,
+    "points": {
+     "A": 2.0,
+     "B": 2.0,
+     "C": 1.0,
+     "D": 0.0,
+     "E": 2.0
+    },
+    "total": 7.0,
+    "note": "6 planets (no Uranus, Neptune); Venus to Saturn exact (Earth 60 s) but Mercury runs twice too fast (7.45 s, should be 14.4); 'gears' are rings with a crossbar, no teeth; night side fixed away from the sun, continents spin; Moon too",
+    "frames": [],
+    "live": null
+   },
+   {
+    "case": "t5-qwen3.6-27b",
+    "entry": "qwen3.6-27b",
+    "test": 5,
+    "finish": "stop",
+    "tokens": 17400.0,
+    "wall_s": 533.0,
+    "tok_s": 39.0,
+    "points": {
+     "A": 1.0,
+     "B": 2.0,
+     "C": 2.0,
+     "D": 1.0,
+     "E": 1.0
+    },
+    "total": 7.0,
+    "note": "4 planets at exact ratios (Earth 30 s), but each planet gear's animateTransform replaces its translate, so the gears pile at the centre and hide Mercury and Venus; toothed drive gear turns; night shadow spins with the planet",
+    "frames": [
+     "frames/orrery/t5-qwen3.6-27b/frame-100.webp",
+     "frames/orrery/t5-qwen3.6-27b/frame-2000.webp",
+     "frames/orrery/t5-qwen3.6-27b/frame-6000.webp"
+    ],
+    "live": "live/orrery/t5-qwen3.6-27b/orrery.svg"
+   },
+   {
+    "case": "t5r2-lcpp6-tiel-coder-35b-t06",
+    "entry": "lcpp6-tiel-coder-35b-t06",
+    "test": 5,
+    "finish": "length",
+    "tokens": 32000.0,
+    "wall_s": 230.5,
+    "tok_s": 141.0,
+    "points": {
+     "A": 1.0,
+     "B": 2.0,
+     "C": 2.0,
+     "D": 1.0,
+     "E": 1.0
+    },
+    "total": 7.0,
+    "note": "length stop but the SVG closed; ratios exact (Earth 24 s) but the planets turn about (500,470) and drift off their drawn orbits; one gear sits clipped in the corner, the sun gear is hidden; the terminator rotates with the surface instead of facing away from the sun",
+    "frames": [
+     "frames/orrery/t5r2-lcpp6-tiel-coder-35b-t06/frame-100.webp",
+     "frames/orrery/t5r2-lcpp6-tiel-coder-35b-t06/frame-2000.webp",
+     "frames/orrery/t5r2-lcpp6-tiel-coder-35b-t06/frame-6000.webp"
+    ],
+    "live": "live/orrery/t5r2-lcpp6-tiel-coder-35b-t06/orrery.svg"
+   },
+   {
+    "case": "t5-lcpp6-flashnext-heretic2",
+    "entry": "lcpp6-flashnext-heretic2",
     "test": 5,
     "finish": "stop",
-    "tokens": 31140.0,
-    "wall_s": 224.6,
-    "tok_s": 140.9,
+    "tokens": 31397.0,
+    "wall_s": 2603.1,
+    "tok_s": 14.3,
     "points": {
-     "A": 2.0,
-     "B": 2.0,
+     "A": 1.0,
+     "B": 1.0,
      "C": 2.0,
-     "D": 2.0,
-     "E": 2.0
+     "D": 1.0,
+     "E": 1.0
     },
-    "total": 10.0,
-    "note": "full marks: 8 planets at exact ratios (Earth 33.18 s); drive train 12T-8T-8T-6T, module 10, alternating directions at 1 : 1.5 : 1.5 : 2 turns; night side fixed away from the sun on each arm while the surface spins; title overlaps the rim (cosmetic)",
+    "total": 6.0,
+    "note": "draws only with script (blank in the scored render); graded from a scripted render in the same no-network container. 8 planets at exact ratios but one Earth year is 900 x 365 s, so nothing visibly orbits; labels sit away from their planets and parts are clipped at the left edge; dashed ring gears turn imperceptibly; night terminator swings back and forth",
     "frames": [
-     "frames/orrery/t5r4-lcpp6-tiel-coder-35b-t06/frame-100.webp",
-     "frames/orrery/t5r4-lcpp6-tiel-coder-35b-t06/frame-2000.webp",
-     "frames/orrery/t5r4-lcpp6-tiel-coder-35b-t06/frame-6000.webp"
+     "frames/orrery/t5-lcpp6-flashnext-heretic2/frame-100.webp",
+     "frames/orrery/t5-lcpp6-flashnext-heretic2/frame-2000.webp",
+     "frames/orrery/t5-lcpp6-flashnext-heretic2/frame-6000.webp"
     ],
-    "live": "live/orrery/t5r4-lcpp6-tiel-coder-35b-t06/orrery.svg"
+    "live": "live/orrery/t5-lcpp6-flashnext-heretic2/orrery.svg"
    },
    {
-    "case": "t5-lcpp6-tiel-coder-35b-q4kxl",
-    "entry": "lcpp6-tiel-coder-35b-q4kxl",
+    "case": "t5r5-gemma-4-26b-a4b",
+    "entry": "gemma-4-26b-a4b",
     "test": 5,
     "finish": "stop",
-    "tokens": 30666.0,
-    "wall_s": 308.2,
-    "tok_s": 103.5,
+    "tokens": 7547.0,
+    "wall_s": 43.9,
+    "tok_s": 196.2,
     "points": {
      "A": 2.0,
      "B": 2.0,
-     "C": 2.0,
+     "C": 1.0,
+     "D": 0.0,
+     "E": 1.0
+    },
+    "total": 6.0,
+    "note": "clean 8-planet drawing; periods 5/12/20/35/80/140/250/400 s ordered, ratios off; gears not visible (lost under the sun); light gradient turns with the continents",
+    "frames": [
+     "frames/orrery/t5r5-gemma-4-26b-a4b/frame-100.webp",
+     "frames/orrery/t5r5-gemma-4-26b-a4b/frame-2000.webp",
+     "frames/orrery/t5r5-gemma-4-26b-a4b/frame-6000.webp"
+    ],
+    "live": "live/orrery/t5r5-gemma-4-26b-a4b/orrery.svg"
+   },
+   {
+    "case": "t5r5-lcpp6-tiel-coder-35b-t06",
+    "entry": "lcpp6-tiel-coder-35b-t06",
+    "test": 5,
+    "finish": "stop",
+    "tokens": 29314.0,
+    "wall_s": 210.9,
+    "tok_s": 141.4,
+    "points": {
+     "A": 1.0,
+     "B": 2.0,
+     "C": 1.0,
      "D": 1.0,
-     "E": 2.0
+     "E": 1.0
     },
-    "total": 9.0,
-    "note": "8 planets at exact real ratios (Earth 10 s); five-gear train is toothed (dasharray) but every gear turns clockwise, so none mesh; lit side faces the sun on the arm while the continents spin under it",
+    "total": 6.0,
+    "note": "gears drawn many times too large cover most of the picture and the planets show as tiny marks; Mercury and Venus right, outer periods wrong (Jupiter 5.9, Saturn 14.8, Neptune 127 Earth years); night overlay faces away from the sun in source but is hard to see",
     "frames": [
-     "frames/orrery/t5-lcpp6-tiel-coder-35b-q4kxl/frame-100.webp",
-     "frames/orrery/t5-lcpp6-tiel-coder-35b-q4kxl/frame-2000.webp",
-     "frames/orrery/t5-lcpp6-tiel-coder-35b-q4kxl/frame-6000.webp"
+     "frames/orrery/t5r5-lcpp6-tiel-coder-35b-t06/frame-100.webp",
+     "frames/orrery/t5r5-lcpp6-tiel-coder-35b-t06/frame-2000.webp",
+     "frames/orrery/t5r5-lcpp6-tiel-coder-35b-t06/frame-6000.webp"
     ],
-    "live": "live/orrery/t5-lcpp6-tiel-coder-35b-q4kxl/orrery.svg"
+    "live": "live/orrery/t5r5-lcpp6-tiel-coder-35b-t06/orrery.svg"
    },
    {
-    "case": "t5hq1-qwen3.8-27b-vllm-031",
-    "entry": "qwen3.8-27b-vllm-031",
+    "case": "t5-kolibri-1",
+    "entry": "kolibri-1",
     "test": 5,
     "finish": "stop",
-    "tokens": 75643.0,
-    "wall_s": 812.9,
-    "tok_s": 97.8,
+    "tokens": 11655.0,
+    "wall_s": 845.8,
+    "tok_s": 26.6,
     "points": {
      "A": 2.0,
-     "B": 2.0,
-     "C": 2.0,
-     "D": 2.0,
+     "B": 1.0,
+     "C": 1.0,
+     "D": 0.0,
      "E": 1.0
     },
-    "total": 9.0,
-    "note": "HyperQwen 0.31, 140k cap. 8 planets at exact ratios (Earth 18 s); each planet's pinion rolls in a static internally toothed annulus with matching module (relative spin k+1, opposite to the orbit), the best gearing of the round; but the night half-disc sits in the spinning group, so it turns with the surface",
-    "frames": [],
-    "live": null
+    "total": 5.0,
+    "note": "4 planets, periods 4/6/10/15 s; central gear hidden under the sun; night layer spins on its own (2-5 s), so the shadow sometimes faces the sun",
+    "frames": [
+     "frames/orrery/t5-kolibri-1/frame-100.webp",
+     "frames/orrery/t5-kolibri-1/frame-2000.webp",
+     "frames/orrery/t5-kolibri-1/frame-6000.webp"
+    ],
+    "live": "live/orrery/t5-kolibri-1/orrery.svg"
+   },
+   {
+    "case": "t5r4-gemma-4-26b-a4b",
+    "entry": "gemma-4-26b-a4b",
+    "test": 5,
+    "finish": "stop",
+    "tokens": 6250.0,
+    "wall_s": 37.4,
+    "tok_s": 195.9,
+    "points": {
+     "A": 1.0,
+     "B": 1.0,
+     "C": 1.0,
+     "D": 1.0,
+     "E": 1.0
+    },
+    "total": 5.0,
+    "note": "same transform-origin fault: most planets leave the canvas and Saturn's ring parts from the planet; dashed gears turn; periods 4/7/12/18/35/50 s ordered, ratios off; highlight turns with the spin",
+    "frames": [
+     "frames/orrery/t5r4-gemma-4-26b-a4b/frame-100.webp",
+     "frames/orrery/t5r4-gemma-4-26b-a4b/frame-2000.webp",
+     "frames/orrery/t5r4-gemma-4-26b-a4b/frame-6000.webp"
+    ],
+    "live": "live/orrery/t5r4-gemma-4-26b-a4b/orrery.svg"
+   },
+   {
+    "case": "t5-gemma-4-26b-a4b-vllm",
+    "entry": "gemma-4-26b-a4b-vllm",
+    "test": 5,
+    "finish": "stop",
+    "tokens": 3851.0,
+    "wall_s": 161.9,
+    "tok_s": 204.3,
+    "points": {
+     "A": 1.0,
+     "B": 1.0,
+     "C": 1.0,
+     "D": 1.0,
+     "E": 0.0
+    },
+    "total": 4.0,
+    "note": "the sun group's animateTransform replaces its translate, so the sun and its dashed gear ring sit in the top-left corner; planets turn about (0,0) and leave their orbits; periods 4/7/12/22/50/80 s ordered, ratios off; the 'shadow' is a symmetric dark rim that spins",
+    "frames": [
+     "frames/orrery/t5-gemma-4-26b-a4b-vllm/frame-100.webp",
+     "frames/orrery/t5-gemma-4-26b-a4b-vllm/frame-2000.webp",
+     "frames/orrery/t5-gemma-4-26b-a4b-vllm/frame-6000.webp"
+    ],
+    "live": "live/orrery/t5-gemma-4-26b-a4b-vllm/orrery.svg"
+   },
+   {
+    "case": "t5-maya-glm-5.3-flash",
+    "entry": "maya-glm-5.3-flash",
+    "test": 5,
+    "finish": "length",
+    "tokens": 32000.0,
+    "wall_s": 2363.2,
+    "tok_s": 18.1,
+    "points": {
+     "A": 1.0,
+     "B": 1.0,
+     "C": 1.0,
+     "D": 1.0,
+     "E": 0.0
+    },
+    "total": 4.0,
+    "note": "length stop; the SVG has four toothed (dashed) wheels at Mercury-Mars ratios but no planets were ever drawn (defs only); 13.9k chars of prose; no day/night",
+    "frames": [
+     "frames/orrery/t5-maya-glm-5.3-flash/frame-100.webp",
+     "frames/orrery/t5-maya-glm-5.3-flash/frame-2000.webp",
+     "frames/orrery/t5-maya-glm-5.3-flash/frame-6000.webp"
+    ],
+    "live": "live/orrery/t5-maya-glm-5.3-flash/orrery.svg"
+   },
+   {
+    "case": "t5r2-gemma-4-26b-a4b",
+    "entry": "gemma-4-26b-a4b",
+    "test": 5,
+    "finish": "stop",
+    "tokens": 4105.0,
+    "wall_s": 25.6,
+    "tok_s": 204.0,
+    "points": {
+     "A": 1.0,
+     "B": 1.0,
+     "C": 1.0,
+     "D": 1.0,
+     "E": 0.0
+    },
+    "total": 4.0,
+    "note": "planets bunch over the sun and orbit about the wrong centre; one toothed gear clipped in the corner; periods 4/10/18/30/60/100 s ordered, ratios off; shading not visible",
+    "frames": [
+     "frames/orrery/t5r2-gemma-4-26b-a4b/frame-100.webp",
+     "frames/orrery/t5r2-gemma-4-26b-a4b/frame-2000.webp",
+     "frames/orrery/t5r2-gemma-4-26b-a4b/frame-6000.webp"
+    ],
+    "live": "live/orrery/t5r2-gemma-4-26b-a4b/orrery.svg"
+   },
+   {
+    "case": "t5r3-gemma-4-26b-a4b",
+    "entry": "gemma-4-26b-a4b",
+    "test": 5,
+    "finish": "stop",
+    "tokens": 4593.0,
+    "wall_s": 27.4,
+    "tok_s": 210.1,
+    "points": {
+     "A": 1.0,
+     "B": 1.0,
+     "C": 1.0,
+     "D": 1.0,
+     "E": 0.0
+    },
+    "total": 4.0,
+    "note": "transform-origin center spins each planet about the canvas centre, so the planets leave the canvas; dashed gears ride the orbits; periods 5/12/20/35/60 s ordered, ratios off; no day/night to see",
+    "frames": [
+     "frames/orrery/t5r3-gemma-4-26b-a4b/frame-100.webp",
+     "frames/orrery/t5r3-gemma-4-26b-a4b/frame-2000.webp",
+     "frames/orrery/t5r3-gemma-4-26b-a4b/frame-6000.webp"
+    ],
+    "live": "live/orrery/t5r3-gemma-4-26b-a4b/orrery.svg"
+   },
+   {
+    "case": "t5-gemma-4-26b-a4b",
+    "entry": "gemma-4-26b-a4b",
+    "test": 5,
+    "finish": "stop",
+    "tokens": 3921.0,
+    "wall_s": 24.7,
+    "tok_s": 204.0,
+    "points": {
+     "A": 1.0,
+     "B": 1.0,
+     "C": 1.0,
+     "D": 0.0,
+     "E": 0.0
+    },
+    "total": 3.0,
+    "note": "viewBox=\"0 0 -800 600\" (negative width): the drawing sits around (0,0) and only a corner shows; periods 5/12/20/35/60/90 s ordered but not real; gears are plain rings, not visible",
+    "frames": [
+     "frames/orrery/t5-gemma-4-26b-a4b/frame-100.webp",
+     "frames/orrery/t5-gemma-4-26b-a4b/frame-2000.webp",
+     "frames/orrery/t5-gemma-4-26b-a4b/frame-6000.webp"
+    ],
+    "live": "live/orrery/t5-gemma-4-26b-a4b/orrery.svg"
    },
    {
-    "case": "t5-lcpp6-tiel-coder-35b-t06",
+    "case": "t5r3-lcpp6-tiel-coder-35b-t06",
     "entry": "lcpp6-tiel-coder-35b-t06",
     "test": 5,
     "finish": "stop",
-    "tokens": 31231.0,
-    "wall_s": 225.9,
-    "tok_s": 141.1,
+    "tokens": 31324.0,
+    "wall_s": 225.8,
+    "tok_s": 140.9,
     "points": {
      "A": 1.0,
-     "B": 2.0,
-     "C": 2.0,
-     "D": 1.0,
-     "E": 2.0
+     "B": 0.0,
+     "C": 0.0,
+     "D": 0.0,
+     "E": 1.0
     },
-    "total": 8.0,
-    "note": "8 planets at exact ratios (Earth 16 s); gear outlines are ragged (tooth path doubles back) and the sun gear is hidden under the sun; idlers counter-rotate but the small idler turns slower than the big sun gear (33 s vs 20 s), against the gear law; lit side faces the sun, surface spins",
+    "total": 2.0,
+    "note": "XML error on line 146 (opacity=\"0.5/>): the browser shows an error banner and a still picture up to Saturn, so nothing moves; source ratios are exact (Earth 20 s); toothed ring is static; shading is a fixed lit half",
     "frames": [
-     "frames/orrery/t5-lcpp6-tiel-coder-35b-t06/frame-100.webp",
-     "frames/orrery/t5-lcpp6-tiel-coder-35b-t06/frame-2000.webp",
-     "frames/orrery/t5-lcpp6-tiel-coder-35b-t06/frame-6000.webp"
+     "frames/orrery/t5r3-lcpp6-tiel-coder-35b-t06/frame-100.webp",
+     "frames/orrery/t5r3-lcpp6-tiel-coder-35b-t06/frame-2000.webp",
+     "frames/orrery/t5r3-lcpp6-tiel-coder-35b-t06/frame-6000.webp"
     ],
-    "live": "live/orrery/t5-lcpp6-tiel-coder-35b-t06/orrery.svg"
+    "live": "live/orrery/t5r3-lcpp6-tiel-coder-35b-t06/orrery.svg"
    },
    {
-    "case": "t5-gemma-4-31b",
-    "entry": "gemma-4-31b",
+    "case": "t5-cyber-tiel-coder-35b",
+    "entry": "cyber-tiel-coder-35b",
     "test": 5,
-    "finish": "stop",
-    "tokens": 4762.0,
-    "wall_s": 144.7,
-    "tok_s": 79.3,
+    "finish": "length",
+    "tokens": 32000.0,
+    "wall_s": 862.7,
+    "tok_s": 48.1,
     "points": {
-     "A": 1.0,
-     "B": 2.0,
-     "C": 2.0,
-     "D": 1.0,
-     "E": 1.0
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
+     "D": 0.0,
+     "E": 0.0
     },
-    "total": 7.0,
-    "note": "CSS periods exact; gear rings use transform-origin center, so they drift off their arms; gear periods equal orbit periods; shadow half-disc offset and overhanging, follows the sun but the planets do not spin",
-    "frames": [
-     "frames/orrery/t5-gemma-4-31b/frame-100.webp",
-     "frames/orrery/t5-gemma-4-31b/frame-2000.webp",
-     "frames/orrery/t5-gemma-4-31b/frame-6000.webp"
-    ],
-    "live": "live/orrery/t5-gemma-4-31b/orrery.svg"
+    "total": 0.0,
+    "note": "no SVG: length stop at 32,000 tokens; 19k chars of prose, no SVG",
+    "frames": [],
+    "live": null
    },
    {
-    "case": "t5-orcasaq2-cyber-27b",
-    "entry": "orcasaq2-cyber-27b",
+    "case": "t5-flashnext",
+    "entry": "flashnext",
     "test": 5,
-    "finish": "stop",
-    "tokens": 23900.0,
-    "wall_s": 438.2,
-    "tok_s": 71.9,
+    "finish": "length",
+    "tokens": 32000.0,
+    "wall_s": 1481.5,
+    "tok_s": 26.9,
     "points": {
-     "A": 2.0,
-     "B": 2.0,
-     "C": 1.0,
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
      "D": 0.0,
-     "E": 2.0
+     "E": 0.0
     },
-    "total": 7.0,
-    "note": "6 planets (no Uranus, Neptune); Venus to Saturn exact (Earth 60 s) but Mercury runs twice too fast (7.45 s, should be 14.4); 'gears' are rings with a crossbar, no teeth; night side fixed away from the sun, continents spin; Moon too",
+    "total": 0.0,
+    "note": "no SVG: length stop at the 32,000-token cap before any SVG",
     "frames": [],
     "live": null
    },
    {
-    "case": "t5-qwen3.6-27b",
-    "entry": "qwen3.6-27b",
+    "case": "t5-lcpp6-orcarouter-fn-uncensored",
+    "entry": "lcpp6-orcarouter-fn-uncensored",
     "test": 5,
     "finish": "stop",
-    "tokens": 17400.0,
-    "wall_s": 533.0,
-    "tok_s": 39.0,
+    "tokens": 24386.0,
+    "wall_s": 2203.7,
+    "tok_s": 13.5,
     "points": {
-     "A": 1.0,
-     "B": 2.0,
-     "C": 2.0,
-     "D": 1.0,
-     "E": 1.0
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
+     "D": 0.0,
+     "E": 0.0
     },
-    "total": 7.0,
-    "note": "4 planets at exact ratios (Earth 30 s), but each planet gear's animateTransform replaces its translate, so the gears pile at the centre and hide Mercury and Venus; toothed drive gear turns; night shadow spins with the planet",
-    "frames": [
-     "frames/orrery/t5-qwen3.6-27b/frame-100.webp",
-     "frames/orrery/t5-qwen3.6-27b/frame-2000.webp",
-     "frames/orrery/t5-qwen3.6-27b/frame-6000.webp"
-    ],
-    "live": "live/orrery/t5-qwen3.6-27b/orrery.svg"
+    "total": 0.0,
+    "note": "no SVG: stopped by itself after 24,386 tokens without writing an SVG",
+    "frames": [],
+    "live": null
    },
    {
-    "case": "t5r2-lcpp6-tiel-coder-35b-t06",
-    "entry": "lcpp6-tiel-coder-35b-t06",
+    "case": "t5-qwen3.8-27b-uncensored-vllm",
+    "entry": "qwen3.8-27b-uncensored-vllm",
     "test": 5,
     "finish": "length",
     "tokens": 32000.0,
-    "wall_s": 230.5,
-    "tok_s": 141.0,
+    "wall_s": 392.3,
+    "tok_s": 92.4,
     "points": {
-     "A": 1.0,
-     "B": 2.0,
-     "C": 2.0,
-     "D": 1.0,
-     "E": 1.0
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
+     "D": 0.0,
+     "E": 0.0
     },
-    "total": 7.0,
-    "note": "length stop but the SVG closed; ratios exact (Earth 24 s) but the planets turn about (500,470) and drift off their drawn orbits; one gear sits clipped in the corner, the sun gear is hidden; the terminator rotates with the surface instead of facing away from the sun",
-    "frames": [
-     "frames/orrery/t5r2-lcpp6-tiel-coder-35b-t06/frame-100.webp",
-     "frames/orrery/t5r2-lcpp6-tiel-coder-35b-t06/frame-2000.webp",
-     "frames/orrery/t5r2-lcpp6-tiel-coder-35b-t06/frame-6000.webp"
-    ],
-    "live": "live/orrery/t5r2-lcpp6-tiel-coder-35b-t06/orrery.svg"
+    "total": 0.0,
+    "note": "no SVG: length stop at the 32,000-token cap before any SVG",
+    "frames": [],
+    "live": null
    },
    {
-    "case": "t5-lcpp6-flashnext-heretic2",
-    "entry": "lcpp6-flashnext-heretic2",
+    "case": "t5-qwen3.8-27b-vllm",
+    "entry": "qwen3.8-27b-vllm",
     "test": 5,
-    "finish": "stop",
-    "tokens": 31397.0,
-    "wall_s": 2603.1,
-    "tok_s": 14.3,
+    "finish": "length",
+    "tokens": 32000.0,
+    "wall_s": 389.1,
+    "tok_s": 94.7,
     "points": {
-     "A": 1.0,
-     "B": 1.0,
-     "C": 2.0,
-     "D": 1.0,
-     "E": 1.0
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
+     "D": 0.0,
+     "E": 0.0
     },
-    "total": 6.0,
-    "note": "draws only with script (blank in the scored render); graded from a scripted render in the same no-network container. 8 planets at exact ratios but one Earth year is 900 x 365 s, so nothing visibly orbits; labels sit away from their planets and parts are clipped at the left edge; dashed ring gears turn imperceptibly; night terminator swings back and forth",
-    "frames": [
-     "frames/orrery/t5-lcpp6-flashnext-heretic2/frame-100.webp",
-     "frames/orrery/t5-lcpp6-flashnext-heretic2/frame-2000.webp",
-     "frames/orrery/t5-lcpp6-flashnext-heretic2/frame-6000.webp"
-    ],
-    "live": "live/orrery/t5-lcpp6-flashnext-heretic2/orrery.svg"
+    "total": 0.0,
+    "note": "no SVG: length stop at the 32,000-token cap before any SVG",
+    "frames": [],
+    "live": null
    },
    {
-    "case": "t5r5-gemma-4-26b-a4b",
-    "entry": "gemma-4-26b-a4b",
+    "case": "t5-strata-swift15",
+    "entry": "strata-swift15",
     "test": 5,
-    "finish": "stop",
-    "tokens": 7547.0,
-    "wall_s": 43.9,
-    "tok_s": 196.2,
+    "finish": "length",
+    "tokens": 32000.0,
+    "wall_s": 1055.5,
+    "tok_s": 38.1,
     "points": {
-     "A": 2.0,
-     "B": 2.0,
-     "C": 1.0,
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
      "D": 0.0,
-     "E": 1.0
+     "E": 0.0
     },
-    "total": 6.0,
-    "note": "clean 8-planet drawing; periods 5/12/20/35/80/140/250/400 s ordered, ratios off; gears not visible (lost under the sun); light gradient turns with the continents",
-    "frames": [
-     "frames/orrery/t5r5-gemma-4-26b-a4b/frame-100.webp",
-     "frames/orrery/t5r5-gemma-4-26b-a4b/frame-2000.webp",
-     "frames/orrery/t5r5-gemma-4-26b-a4b/frame-6000.webp"
-    ],
-    "live": "live/orrery/t5r5-gemma-4-26b-a4b/orrery.svg"
+    "total": 0.0,
+    "note": "no SVG: length stop at the 32,000-token cap before any SVG",
+    "frames": [],
+    "live": null
    },
    {
-    "case": "t5r5-lcpp6-tiel-coder-35b-t06",
-    "entry": "lcpp6-tiel-coder-35b-t06",
+    "case": "t5-tiel-coder-35b",
+    "entry": "tiel-coder-35b",
     "test": 5,
-    "finish": "stop",
-    "tokens": 29314.0,
-    "wall_s": 210.9,
-    "tok_s": 141.4,
+    "finish": "length",
+    "tokens": 32000.0,
+    "wall_s": 331.0,
+    "tok_s": 138.3,
     "points": {
-     "A": 1.0,
-     "B": 2.0,
-     "C": 1.0,
-     "D": 1.0,
-     "E": 1.0
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
+     "D": 0.0,
+     "E": 0.0
+    },
+    "total": 0.0,
+    "note": "no SVG: length stop at the 32,000-token cap before any SVG",
+    "frames": [],
+    "live": null
+   },
+   {
+    "case": "t5b1-qwen3.8-27b-vllm",
+    "entry": "qwen3.8-27b-vllm",
+    "test": 5,
+    "finish": "length",
+    "tokens": 32000.0,
+    "wall_s": 365.6,
+    "tok_s": 99.6,
+    "points": {
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
+     "D": 0.0,
+     "E": 0.0
     },
-    "total": 6.0,
-    "note": "gears drawn many times too large cover most of the picture and the planets show as tiny marks; Mercury and Venus right, outer periods wrong (Jupiter 5.9, Saturn 14.8, Neptune 127 Earth years); night overlay faces away from the sun in source but is hard to see",
-    "frames": [
-     "frames/orrery/t5r5-lcpp6-tiel-coder-35b-t06/frame-100.webp",
-     "frames/orrery/t5r5-lcpp6-tiel-coder-35b-t06/frame-2000.webp",
-     "frames/orrery/t5r5-lcpp6-tiel-coder-35b-t06/frame-6000.webp"
-    ],
-    "live": "live/orrery/t5r5-lcpp6-tiel-coder-35b-t06/orrery.svg"
+    "total": 0.0,
+    "note": "no SVG: length stop at 32,000 tokens, all thinking (five identical replies)",
+    "frames": [],
+    "live": null
    },
    {
-    "case": "t5-kolibri-1",
-    "entry": "kolibri-1",
+    "case": "t5b2-qwen3.8-27b-vllm",
+    "entry": "qwen3.8-27b-vllm",
     "test": 5,
-    "finish": "stop",
-    "tokens": 11655.0,
-    "wall_s": 845.8,
-    "tok_s": 26.6,
+    "finish": "length",
+    "tokens": 32000.0,
+    "wall_s": 364.2,
+    "tok_s": 99.4,
     "points": {
-     "A": 2.0,
-     "B": 1.0,
-     "C": 1.0,
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
      "D": 0.0,
-     "E": 1.0
+     "E": 0.0
     },
-    "total": 5.0,
-    "note": "4 planets, periods 4/6/10/15 s; central gear hidden under the sun; night layer spins on its own (2-5 s), so the shadow sometimes faces the sun",
-    "frames": [
-     "frames/orrery/t5-kolibri-1/frame-100.webp",
-     "frames/orrery/t5-kolibri-1/frame-2000.webp",
-     "frames/orrery/t5-kolibri-1/frame-6000.webp"
-    ],
-    "live": "live/orrery/t5-kolibri-1/orrery.svg"
+    "total": 0.0,
+    "note": "no SVG: length stop at 32,000 tokens, all thinking (five identical replies)",
+    "frames": [],
+    "live": null
    },
    {
-    "case": "t5r4-gemma-4-26b-a4b",
-    "entry": "gemma-4-26b-a4b",
+    "case": "t5b3-qwen3.8-27b-vllm",
+    "entry": "qwen3.8-27b-vllm",
     "test": 5,
-    "finish": "stop",
-    "tokens": 6250.0,
-    "wall_s": 37.4,
-    "tok_s": 195.9,
+    "finish": "length",
+    "tokens": 32000.0,
+    "wall_s": 361.5,
+    "tok_s": 99.5,
     "points": {
-     "A": 1.0,
-     "B": 1.0,
-     "C": 1.0,
-     "D": 1.0,
-     "E": 1.0
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
+     "D": 0.0,
+     "E": 0.0
     },
-    "total": 5.0,
-    "note": "same transform-origin fault: most planets leave the canvas and Saturn's ring parts from the planet; dashed gears turn; periods 4/7/12/18/35/50 s ordered, ratios off; highlight turns with the spin",
-    "frames": [
-     "frames/orrery/t5r4-gemma-4-26b-a4b/frame-100.webp",
-     "frames/orrery/t5r4-gemma-4-26b-a4b/frame-2000.webp",
-     "frames/orrery/t5r4-gemma-4-26b-a4b/frame-6000.webp"
-    ],
-    "live": "live/orrery/t5r4-gemma-4-26b-a4b/orrery.svg"
+    "total": 0.0,
+    "note": "no SVG: length stop at 32,000 tokens, all thinking (five identical replies)",
+    "frames": [],
+    "live": null
    },
    {
-    "case": "t5-gemma-4-26b-a4b-vllm",
-    "entry": "gemma-4-26b-a4b-vllm",
+    "case": "t5b4-qwen3.8-27b-vllm",
+    "entry": "qwen3.8-27b-vllm",
     "test": 5,
-    "finish": "stop",
-    "tokens": 3851.0,
-    "wall_s": 161.9,
-    "tok_s": 204.3,
+    "finish": "length",
+    "tokens": 32000.0,
+    "wall_s": 361.4,
+    "tok_s": 99.4,
     "points": {
-     "A": 1.0,
-     "B": 1.0,
-     "C": 1.0,
-     "D": 1.0,
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
+     "D": 0.0,
      "E": 0.0
     },
-    "total": 4.0,
-    "note": "the sun group's animateTransform replaces its translate, so the sun and its dashed gear ring sit in the top-left corner; planets turn about (0,0) and leave their orbits; periods 4/7/12/22/50/80 s ordered, ratios off; the 'shadow' is a symmetric dark rim that spins",
-    "frames": [
-     "frames/orrery/t5-gemma-4-26b-a4b-vllm/frame-100.webp",
-     "frames/orrery/t5-gemma-4-26b-a4b-vllm/frame-2000.webp",
-     "frames/orrery/t5-gemma-4-26b-a4b-vllm/frame-6000.webp"
-    ],
-    "live": "live/orrery/t5-gemma-4-26b-a4b-vllm/orrery.svg"
+    "total": 0.0,
+    "note": "no SVG: length stop at 32,000 tokens, all thinking (five identical replies)",
+    "frames": [],
+    "live": null
    },
    {
-    "case": "t5-maya-glm-5.3-flash",
-    "entry": "maya-glm-5.3-flash",
+    "case": "t5b5-qwen3.8-27b-vllm",
+    "entry": "qwen3.8-27b-vllm",
     "test": 5,
     "finish": "length",
     "tokens": 32000.0,
-    "wall_s": 2363.2,
-    "tok_s": 18.1,
+    "wall_s": 361.3,
+    "tok_s": 99.3,
     "points": {
-     "A": 1.0,
-     "B": 1.0,
-     "C": 1.0,
-     "D": 1.0,
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
+     "D": 0.0,
      "E": 0.0
     },
-    "total": 4.0,
-    "note": "length stop; the SVG has four toothed (dashed) wheels at Mercury-Mars ratios but no planets were ever drawn (defs only); 13.9k chars of prose; no day/night",
-    "frames": [
-     "frames/orrery/t5-maya-glm-5.3-flash/frame-100.webp",
-     "frames/orrery/t5-maya-glm-5.3-flash/frame-2000.webp",
-     "frames/orrery/t5-maya-glm-5.3-flash/frame-6000.webp"
-    ],
-    "live": "live/orrery/t5-maya-glm-5.3-flash/orrery.svg"
+    "total": 0.0,
+    "note": "no SVG: length stop at 32,000 tokens, all thinking (five identical replies)",
+    "frames": [],
+    "live": null
+   }
+  ],
+  "pagoda": [
+   {
+    "case": "t6-qwen3.8-27b-vllm",
+    "entry": "qwen3.8-27b-vllm",
+    "test": 6,
+    "finish": "length",
+    "tokens": 32000.0,
+    "wall_s": 403.3,
+    "tok_s": 90.6,
+    "points": {
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
+     "D": 0.0,
+     "E": 0.0
+    },
+    "total": 0.0,
+    "note": "no page: all 32,000 tokens went to thinking (31,991 reasoning tokens), still planning the pond when cut off",
+    "frames": [],
+    "live": null
    },
    {
-    "case": "t5r2-gemma-4-26b-a4b",
-    "entry": "gemma-4-26b-a4b",
-    "test": 5,
-    "finish": "stop",
-    "tokens": 4105.0,
-    "wall_s": 25.6,
-    "tok_s": 204.0,
+    "case": "t6x64k-qwen3.8-27b-vllm",
+    "entry": "qwen3.8-27b-vllm",
+    "test": 6,
+    "finish": "length",
+    "tokens": 64000.0,
+    "wall_s": 716.7,
+    "tok_s": 94.5,
     "points": {
-     "A": 1.0,
-     "B": 1.0,
-     "C": 1.0,
-     "D": 1.0,
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
+     "D": 0.0,
      "E": 0.0
     },
-    "total": 4.0,
-    "note": "planets bunch over the sun and orbit about the wrong centre; one toothed gear clipped in the corner; periods 4/10/18/30/60/100 s ordered, ratios off; shading not visible",
-    "frames": [
-     "frames/orrery/t5r2-gemma-4-26b-a4b/frame-100.webp",
-     "frames/orrery/t5r2-gemma-4-26b-a4b/frame-2000.webp",
-     "frames/orrery/t5r2-gemma-4-26b-a4b/frame-6000.webp"
-    ],
-    "live": "live/orrery/t5r2-gemma-4-26b-a4b/orrery.svg"
+    "total": 0.0,
+    "note": "no complete page: 53,302 reasoning tokens, then cut off 24.6 KB into a long, ambitious page (page-truncated.html)",
+    "frames": [],
+    "live": null
    },
    {
-    "case": "t5r3-gemma-4-26b-a4b",
-    "entry": "gemma-4-26b-a4b",
-    "test": 5,
+    "case": "t6-lcpp6-tiel-coder-35b-t06",
+    "entry": "lcpp6-tiel-coder-35b-t06",
+    "test": 6,
     "finish": "stop",
-    "tokens": 4593.0,
-    "wall_s": 27.4,
-    "tok_s": 210.1,
+    "tokens": 20682.0,
+    "wall_s": 155.0,
+    "tok_s": 143.3,
     "points": {
-     "A": 1.0,
-     "B": 1.0,
-     "C": 1.0,
-     "D": 1.0,
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
+     "D": 0.0,
      "E": 0.0
     },
-    "total": 4.0,
-    "note": "transform-origin center spins each planet about the canvas centre, so the planets leave the canvas; dashed gears ride the orbits; periods 5/12/20/35/60 s ordered, ratios off; no day/night to see",
+    "total": 0.0,
+    "note": "blank: Uncaught TypeError renderer.setShadowMapEnabled is not a function (an API removed years ago); diag/ with that one line fixed shows a full scene, unscored",
     "frames": [
-     "frames/orrery/t5r3-gemma-4-26b-a4b/frame-100.webp",
-     "frames/orrery/t5r3-gemma-4-26b-a4b/frame-2000.webp",
-     "frames/orrery/t5r3-gemma-4-26b-a4b/frame-6000.webp"
+     "frames/pagoda/t6-lcpp6-tiel-coder-35b-t06/frame-1500.webp",
+     "frames/pagoda/t6-lcpp6-tiel-coder-35b-t06/frame-5000.webp",
+     "frames/pagoda/t6-lcpp6-tiel-coder-35b-t06/frame-10000.webp"
     ],
-    "live": "live/orrery/t5r3-gemma-4-26b-a4b/orrery.svg"
+    "live": "live/pagoda/t6-lcpp6-tiel-coder-35b-t06/page.html"
    },
    {
-    "case": "t5-gemma-4-26b-a4b",
-    "entry": "gemma-4-26b-a4b",
-    "test": 5,
+    "case": "t6r2-lcpp6-tiel-coder-35b-t06",
+    "entry": "lcpp6-tiel-coder-35b-t06",
+    "test": 6,
     "finish": "stop",
-    "tokens": 3921.0,
-    "wall_s": 24.7,
-    "tok_s": 204.0,
+    "tokens": 13634.0,
+    "wall_s": 98.5,
+    "tok_s": 145.1,
     "points": {
-     "A": 1.0,
-     "B": 1.0,
-     "C": 1.0,
-     "D": 0.0,
-     "E": 0.0
-    },
-    "total": 3.0,
-    "note": "viewBox=\"0 0 -800 600\" (negative width): the drawing sits around (0,0) and only a corner shows; periods 5/12/20/35/60/90 s ordered but not real; gears are plain rings, not visible",
+     "A": 2.0,
+     "B": 2.0,
+     "C": 2.0,
+     "D": 2.0,
+     "E": 2.0
+    },
+    "total": 10.0,
+    "note": "five red storeys, black eaves with upturned tips, gold ringed spire, platform, two cherry trees, lantern, pond with lily pads, torii; orbit by code",
     "frames": [
-     "frames/orrery/t5-gemma-4-26b-a4b/frame-100.webp",
-     "frames/orrery/t5-gemma-4-26b-a4b/frame-2000.webp",
-     "frames/orrery/t5-gemma-4-26b-a4b/frame-6000.webp"
+     "frames/pagoda/t6r2-lcpp6-tiel-coder-35b-t06/frame-1500.webp",
+     "frames/pagoda/t6r2-lcpp6-tiel-coder-35b-t06/frame-5000.webp",
+     "frames/pagoda/t6r2-lcpp6-tiel-coder-35b-t06/frame-10000.webp"
     ],
-    "live": "live/orrery/t5-gemma-4-26b-a4b/orrery.svg"
+    "live": "live/pagoda/t6r2-lcpp6-tiel-coder-35b-t06/page.html"
    },
    {
-    "case": "t5r3-lcpp6-tiel-coder-35b-t06",
+    "case": "t6r3-lcpp6-tiel-coder-35b-t06",
     "entry": "lcpp6-tiel-coder-35b-t06",
-    "test": 5,
+    "test": 6,
     "finish": "stop",
-    "tokens": 31324.0,
-    "wall_s": 225.8,
-    "tok_s": 140.9,
+    "tokens": 28610.0,
+    "wall_s": 206.3,
+    "tok_s": 141.1,
     "points": {
      "A": 1.0,
-     "B": 0.0,
-     "C": 0.0,
-     "D": 0.0,
-     "E": 1.0
+     "B": 2.0,
+     "C": 1.0,
+     "D": 2.0,
+     "E": 2.0
     },
-    "total": 2.0,
-    "note": "XML error on line 146 (opacity=\"0.5/>): the browser shows an error banner and a still picture up to Saturn, so nothing moves; source ratios are exact (Earth 20 s); toothed ring is static; shading is a fixed lit half",
+    "total": 8.0,
+    "note": "the richest scene (voxel grass, lily pads, red eave tips), but the camera is too close: the fifth storey and the spire are out of frame in every frame",
     "frames": [
-     "frames/orrery/t5r3-lcpp6-tiel-coder-35b-t06/frame-100.webp",
-     "frames/orrery/t5r3-lcpp6-tiel-coder-35b-t06/frame-2000.webp",
-     "frames/orrery/t5r3-lcpp6-tiel-coder-35b-t06/frame-6000.webp"
+     "frames/pagoda/t6r3-lcpp6-tiel-coder-35b-t06/frame-1500.webp",
+     "frames/pagoda/t6r3-lcpp6-tiel-coder-35b-t06/frame-5000.webp",
+     "frames/pagoda/t6r3-lcpp6-tiel-coder-35b-t06/frame-10000.webp"
     ],
-    "live": "live/orrery/t5r3-lcpp6-tiel-coder-35b-t06/orrery.svg"
+    "live": "live/pagoda/t6r3-lcpp6-tiel-coder-35b-t06/page.html"
    },
    {
-    "case": "t5-cyber-tiel-coder-35b",
-    "entry": "cyber-tiel-coder-35b",
-    "test": 5,
+    "case": "t6-tiel-coder-35b",
+    "entry": "tiel-coder-35b",
+    "test": 6,
     "finish": "length",
     "tokens": 32000.0,
-    "wall_s": 862.7,
-    "tok_s": 48.1,
+    "wall_s": 239.7,
+    "tok_s": 137.9,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8078,58 +9277,66 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no SVG: length stop at 32,000 tokens; 19k chars of prose, no SVG",
+    "note": "no page: thinking ran out the cap just as it said it would write the file",
     "frames": [],
     "live": null
    },
    {
-    "case": "t5-flashnext",
-    "entry": "flashnext",
-    "test": 5,
-    "finish": "length",
-    "tokens": 32000.0,
-    "wall_s": 1481.5,
-    "tok_s": 26.9,
+    "case": "t6x64k-tiel-coder-35b",
+    "entry": "tiel-coder-35b",
+    "test": 6,
+    "finish": "stop",
+    "tokens": 17210.0,
+    "wall_s": 128.0,
+    "tok_s": 140.6,
     "points": {
-     "A": 0.0,
-     "B": 0.0,
-     "C": 0.0,
-     "D": 0.0,
-     "E": 0.0
+     "A": 2.0,
+     "B": 2.0,
+     "C": 2.0,
+     "D": 2.0,
+     "E": 2.0
     },
-    "total": 0.0,
-    "note": "no SVG: length stop at the 32,000-token cap before any SVG",
-    "frames": [],
-    "live": null
+    "total": 10.0,
+    "note": "five storeys with angled upturned eaves, spire, platform, stepping-stone path through the torii, cherry trees, pond; finished in 17,210 tokens this time",
+    "frames": [
+     "frames/pagoda/t6x64k-tiel-coder-35b/frame-1500.webp",
+     "frames/pagoda/t6x64k-tiel-coder-35b/frame-5000.webp",
+     "frames/pagoda/t6x64k-tiel-coder-35b/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6x64k-tiel-coder-35b/page.html"
    },
    {
-    "case": "t5-lcpp6-orcarouter-fn-uncensored",
-    "entry": "lcpp6-orcarouter-fn-uncensored",
-    "test": 5,
+    "case": "t6-lcpp6-tiel-coder-35b-q4kxl-mtp",
+    "entry": "lcpp6-tiel-coder-35b-q4kxl-mtp",
+    "test": 6,
     "finish": "stop",
-    "tokens": 24386.0,
-    "wall_s": 2203.7,
-    "tok_s": 13.5,
+    "tokens": 13484.0,
+    "wall_s": 134.8,
+    "tok_s": 105.8,
     "points": {
-     "A": 0.0,
-     "B": 0.0,
-     "C": 0.0,
-     "D": 0.0,
-     "E": 0.0
+     "A": 2.0,
+     "B": 2.0,
+     "C": 2.0,
+     "D": 2.0,
+     "E": 2.0
     },
-    "total": 0.0,
-    "note": "no SVG: stopped by itself after 24,386 tokens without writing an SVG",
-    "frames": [],
-    "live": null
+    "total": 10.0,
+    "note": "the best-looking page of the night: tall five-storey pagoda, black eaves with raised corner blocks, ringed spire, torii in front, two full cherry trees, stone-rimmed pond",
+    "frames": [
+     "frames/pagoda/t6-lcpp6-tiel-coder-35b-q4kxl-mtp/frame-1500.webp",
+     "frames/pagoda/t6-lcpp6-tiel-coder-35b-q4kxl-mtp/frame-5000.webp",
+     "frames/pagoda/t6-lcpp6-tiel-coder-35b-q4kxl-mtp/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6-lcpp6-tiel-coder-35b-q4kxl-mtp/page.html"
    },
    {
-    "case": "t5-qwen3.8-27b-uncensored-vllm",
-    "entry": "qwen3.8-27b-uncensored-vllm",
-    "test": 5,
-    "finish": "length",
-    "tokens": 32000.0,
-    "wall_s": 392.3,
-    "tok_s": 92.4,
+    "case": "t6r2-lcpp6-tiel-coder-35b-q4kxl-mtp",
+    "entry": "lcpp6-tiel-coder-35b-q4kxl-mtp",
+    "test": 6,
+    "finish": "stop",
+    "tokens": 24210.0,
+    "wall_s": 284.2,
+    "tok_s": 90.1,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8138,18 +9345,18 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no SVG: length stop at the 32,000-token cap before any SVG",
+    "note": "no page: the reply is the same stray <tool_call> fragment of a voxel() helper repeated, no HTML",
     "frames": [],
     "live": null
    },
    {
-    "case": "t5-qwen3.8-27b-vllm",
-    "entry": "qwen3.8-27b-vllm",
-    "test": 5,
-    "finish": "length",
-    "tokens": 32000.0,
-    "wall_s": 389.1,
-    "tok_s": 94.7,
+    "case": "t6r3-lcpp6-tiel-coder-35b-q4kxl-mtp",
+    "entry": "lcpp6-tiel-coder-35b-q4kxl-mtp",
+    "test": 6,
+    "finish": "stop",
+    "tokens": 14737.0,
+    "wall_s": 159.3,
+    "tok_s": 100.7,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8158,38 +9365,70 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no SVG: length stop at the 32,000-token cap before any SVG",
-    "frames": [],
-    "live": null
+    "note": "blank: Uncaught TypeError at sun.camera.near (meant sun.shadow.camera)",
+    "frames": [
+     "frames/pagoda/t6r3-lcpp6-tiel-coder-35b-q4kxl-mtp/frame-1500.webp",
+     "frames/pagoda/t6r3-lcpp6-tiel-coder-35b-q4kxl-mtp/frame-5000.webp",
+     "frames/pagoda/t6r3-lcpp6-tiel-coder-35b-q4kxl-mtp/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6r3-lcpp6-tiel-coder-35b-q4kxl-mtp/page.html"
    },
    {
-    "case": "t5-strata-swift15",
-    "entry": "strata-swift15",
-    "test": 5,
-    "finish": "length",
-    "tokens": 32000.0,
-    "wall_s": 1055.5,
-    "tok_s": 38.1,
+    "case": "t6-gemma-4-26b-a4b",
+    "entry": "gemma-4-26b-a4b",
+    "test": 6,
+    "finish": "stop",
+    "tokens": 4816.0,
+    "wall_s": 27.4,
+    "tok_s": 212.1,
     "points": {
-     "A": 0.0,
-     "B": 0.0,
-     "C": 0.0,
-     "D": 0.0,
-     "E": 0.0
+     "A": 1.0,
+     "B": 2.0,
+     "C": 1.0,
+     "D": 1.0,
+     "E": 2.0
     },
-    "total": 0.0,
-    "note": "no SVG: length stop at the 32,000-token cap before any SVG",
-    "frames": [],
-    "live": null
+    "total": 7.0,
+    "note": "draws, but roof and spire calls pass arguments in the wrong order and draw nothing, and the pond lies inside the platform: a stack of five brown blocks, trees, a thin torii",
+    "frames": [
+     "frames/pagoda/t6-gemma-4-26b-a4b/frame-1500.webp",
+     "frames/pagoda/t6-gemma-4-26b-a4b/frame-5000.webp",
+     "frames/pagoda/t6-gemma-4-26b-a4b/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6-gemma-4-26b-a4b/page.html"
    },
    {
-    "case": "t5-tiel-coder-35b",
-    "entry": "tiel-coder-35b",
-    "test": 5,
-    "finish": "length",
-    "tokens": 32000.0,
-    "wall_s": 331.0,
-    "tok_s": 138.3,
+    "case": "t6r2-gemma-4-26b-a4b",
+    "entry": "gemma-4-26b-a4b",
+    "test": 6,
+    "finish": "stop",
+    "tokens": 4334.0,
+    "wall_s": 26.6,
+    "tok_s": 216.9,
+    "points": {
+     "A": 2.0,
+     "B": 2.0,
+     "C": 1.0,
+     "D": 2.0,
+     "E": 2.0
+    },
+    "total": 9.0,
+    "note": "small but complete scene on a grey stone platform: five storeys, flat-looking eaves (the upturned corners are not visible at this distance), gold spire, torii, tree, pond",
+    "frames": [
+     "frames/pagoda/t6r2-gemma-4-26b-a4b/frame-1500.webp",
+     "frames/pagoda/t6r2-gemma-4-26b-a4b/frame-5000.webp",
+     "frames/pagoda/t6r2-gemma-4-26b-a4b/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6r2-gemma-4-26b-a4b/page.html"
+   },
+   {
+    "case": "t6r3-gemma-4-26b-a4b",
+    "entry": "gemma-4-26b-a4b",
+    "test": 6,
+    "finish": "stop",
+    "tokens": 4495.0,
+    "wall_s": 26.5,
+    "tok_s": 216.3,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8198,18 +9437,22 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no SVG: length stop at the 32,000-token cap before any SVG",
-    "frames": [],
-    "live": null
+    "note": "blank: Uncaught SyntaxError, identifier ty declared twice",
+    "frames": [
+     "frames/pagoda/t6r3-gemma-4-26b-a4b/frame-1500.webp",
+     "frames/pagoda/t6r3-gemma-4-26b-a4b/frame-5000.webp",
+     "frames/pagoda/t6r3-gemma-4-26b-a4b/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6r3-gemma-4-26b-a4b/page.html"
    },
    {
-    "case": "t5b1-qwen3.8-27b-vllm",
+    "case": "t6nt1-qwen3.8-27b-vllm",
     "entry": "qwen3.8-27b-vllm",
-    "test": 5,
-    "finish": "length",
-    "tokens": 32000.0,
-    "wall_s": 365.6,
-    "tok_s": 99.6,
+    "test": 6,
+    "finish": "stop",
+    "tokens": 6985.0,
+    "wall_s": 112.7,
+    "tok_s": 113.5,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8218,18 +9461,22 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no SVG: length stop at 32,000 tokens, all thinking (five identical replies)",
-    "frames": [],
-    "live": null
+    "note": "blank: Uncaught TypeError at line 133 (m[0] in shade): mat() looks up FACES[r.f ?? 1], the table has no key 1, so shade gets undefined. shade's comma return on the next line is a second bug that never runs. Thinking off. The three replies are byte-identical",
+    "frames": [
+     "frames/pagoda/t6nt1-qwen3.8-27b-vllm/frame-1500.webp",
+     "frames/pagoda/t6nt1-qwen3.8-27b-vllm/frame-5000.webp",
+     "frames/pagoda/t6nt1-qwen3.8-27b-vllm/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6nt1-qwen3.8-27b-vllm/page.html"
    },
    {
-    "case": "t5b2-qwen3.8-27b-vllm",
+    "case": "t6nt2-qwen3.8-27b-vllm",
     "entry": "qwen3.8-27b-vllm",
-    "test": 5,
-    "finish": "length",
-    "tokens": 32000.0,
-    "wall_s": 364.2,
-    "tok_s": 99.4,
+    "test": 6,
+    "finish": "stop",
+    "tokens": 6985.0,
+    "wall_s": 101.8,
+    "tok_s": 113.1,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8238,18 +9485,22 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no SVG: length stop at 32,000 tokens, all thinking (five identical replies)",
-    "frames": [],
-    "live": null
+    "note": "blank: Uncaught TypeError at line 133 (m[0] in shade): mat() looks up FACES[r.f ?? 1], the table has no key 1, so shade gets undefined. shade's comma return on the next line is a second bug that never runs. Thinking off. The three replies are byte-identical",
+    "frames": [
+     "frames/pagoda/t6nt2-qwen3.8-27b-vllm/frame-1500.webp",
+     "frames/pagoda/t6nt2-qwen3.8-27b-vllm/frame-5000.webp",
+     "frames/pagoda/t6nt2-qwen3.8-27b-vllm/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6nt2-qwen3.8-27b-vllm/page.html"
    },
    {
-    "case": "t5b3-qwen3.8-27b-vllm",
+    "case": "t6nt3-qwen3.8-27b-vllm",
     "entry": "qwen3.8-27b-vllm",
-    "test": 5,
-    "finish": "length",
-    "tokens": 32000.0,
-    "wall_s": 361.5,
-    "tok_s": 99.5,
+    "test": 6,
+    "finish": "stop",
+    "tokens": 6985.0,
+    "wall_s": 101.1,
+    "tok_s": 113.3,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8258,18 +9509,22 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no SVG: length stop at 32,000 tokens, all thinking (five identical replies)",
-    "frames": [],
-    "live": null
+    "note": "blank: Uncaught TypeError at line 133 (m[0] in shade): mat() looks up FACES[r.f ?? 1], the table has no key 1, so shade gets undefined. shade's comma return on the next line is a second bug that never runs. Thinking off. The three replies are byte-identical",
+    "frames": [
+     "frames/pagoda/t6nt3-qwen3.8-27b-vllm/frame-1500.webp",
+     "frames/pagoda/t6nt3-qwen3.8-27b-vllm/frame-5000.webp",
+     "frames/pagoda/t6nt3-qwen3.8-27b-vllm/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6nt3-qwen3.8-27b-vllm/page.html"
    },
    {
-    "case": "t5b4-qwen3.8-27b-vllm",
-    "entry": "qwen3.8-27b-vllm",
-    "test": 5,
+    "case": "t6x1-exl3-qwen3.8-27b-mtp",
+    "entry": "exl3-qwen3.8-27b-mtp",
+    "test": 6,
     "finish": "length",
     "tokens": 32000.0,
-    "wall_s": 361.4,
-    "tok_s": 99.4,
+    "wall_s": 469.7,
+    "tok_s": 73.1,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8278,18 +9533,18 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no SVG: length stop at 32,000 tokens, all thinking (five identical replies)",
+    "note": "no page: cut off at 32,000 tokens (thinking budget 24,000 left too little for the page); partial page kept",
     "frames": [],
     "live": null
    },
    {
-    "case": "t5b5-qwen3.8-27b-vllm",
-    "entry": "qwen3.8-27b-vllm",
-    "test": 5,
+    "case": "t6x2-exl3-qwen3.8-27b-mtp",
+    "entry": "exl3-qwen3.8-27b-mtp",
+    "test": 6,
     "finish": "length",
     "tokens": 32000.0,
-    "wall_s": 361.3,
-    "tok_s": 99.3,
+    "wall_s": 498.4,
+    "tok_s": 68.6,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8298,20 +9553,114 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no SVG: length stop at 32,000 tokens, all thinking (five identical replies)",
+    "note": "no page: cut off at 32,000 tokens (thinking budget 24,000 left too little for the page); partial page kept",
     "frames": [],
     "live": null
-   }
-  ],
-  "pagoda": [
+   },
    {
-    "case": "t6-qwen3.8-27b-vllm",
+    "case": "t6x3-exl3-qwen3.8-27b-mtp",
+    "entry": "exl3-qwen3.8-27b-mtp",
+    "test": 6,
+    "finish": "stop",
+    "tokens": 30065.0,
+    "wall_s": 459.5,
+    "tok_s": 70.3,
+    "points": {
+     "A": 2.0,
+     "B": 2.0,
+     "C": 1.0,
+     "D": 2.0,
+     "E": 2.0
+    },
+    "total": 9.0,
+    "note": "red-and-cream pagoda with dark roofs and gold corner blocks raised at the eave corners; the camera sits close, so the fifth storey is cut off at the top and the spire is never in frame; torii, cherry trees, stone platform, pond at the bottom edge; orbit from code (clock delta), petals and shadows visible",
+    "frames": [
+     "frames/pagoda/t6x3-exl3-qwen3.8-27b-mtp/frame-1500.webp",
+     "frames/pagoda/t6x3-exl3-qwen3.8-27b-mtp/frame-5000.webp",
+     "frames/pagoda/t6x3-exl3-qwen3.8-27b-mtp/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6x3-exl3-qwen3.8-27b-mtp/page.html"
+   },
+   {
+    "case": "t6x1-exl3-qwen3.8-27b-dflash2",
+    "entry": "exl3-qwen3.8-27b-dflash2",
+    "test": 6,
+    "finish": "stop",
+    "tokens": 9096.0,
+    "wall_s": 120.6,
+    "tok_s": 103.6,
+    "points": {
+     "A": 1.0,
+     "B": 2.0,
+     "C": 1.0,
+     "D": 1.0,
+     "E": 2.0
+    },
+    "total": 7.0,
+    "note": "draws, but the roofs are boxes scaled to 0.72 and read as rows of dark green slats with gaps; the spire (y 32 to 41) is above every frame; the torii is built at the origin, inside the pagoda, so it never shows; platform, cherry trees and pond; OrbitControls autoRotate, petals and shadows visible; night palette",
+    "frames": [
+     "frames/pagoda/t6x1-exl3-qwen3.8-27b-dflash2/frame-1500.webp",
+     "frames/pagoda/t6x1-exl3-qwen3.8-27b-dflash2/frame-5000.webp",
+     "frames/pagoda/t6x1-exl3-qwen3.8-27b-dflash2/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6x1-exl3-qwen3.8-27b-dflash2/page.html"
+   },
+   {
+    "case": "t6x2-exl3-qwen3.8-27b-dflash2",
+    "entry": "exl3-qwen3.8-27b-dflash2",
+    "test": 6,
+    "finish": "stop",
+    "tokens": 29398.0,
+    "wall_s": 438.0,
+    "tok_s": 72.4,
+    "points": {
+     "A": 2.0,
+     "B": 2.0,
+     "C": 2.0,
+     "D": 2.0,
+     "E": 2.0
+    },
+    "total": 10.0,
+    "note": "best of the sitting: five red storeys with dark roofs and gold upturned corner blocks, a stacked spire, stone platform with lanterns, torii, three cherry trees, pond with lily pads, voxel clouds, dawn/dusk toggle; OrbitControls autoRotate, petals and shadows visible",
+    "frames": [
+     "frames/pagoda/t6x2-exl3-qwen3.8-27b-dflash2/frame-1500.webp",
+     "frames/pagoda/t6x2-exl3-qwen3.8-27b-dflash2/frame-5000.webp",
+     "frames/pagoda/t6x2-exl3-qwen3.8-27b-dflash2/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6x2-exl3-qwen3.8-27b-dflash2/page.html"
+   },
+   {
+    "case": "t6x3-exl3-qwen3.8-27b-dflash2",
+    "entry": "exl3-qwen3.8-27b-dflash2",
+    "test": 6,
+    "finish": "stop",
+    "tokens": 27995.0,
+    "wall_s": 382.0,
+    "tok_s": 79.9,
+    "points": {
+     "A": 2.0,
+     "B": 2.0,
+     "C": 1.0,
+     "D": 2.0,
+     "E": 2.0
+    },
+    "total": 9.0,
+    "note": "cream-and-brown pagoda with gold corner blocks raised at the eaves; camera close, the fifth storey is cut off and the spire is never in frame; torii (its beam in the foreground), cherry trees, stone platform, pond with stones; orbit from code (clock time), petals and shadows visible",
+    "frames": [
+     "frames/pagoda/t6x3-exl3-qwen3.8-27b-dflash2/frame-1500.webp",
+     "frames/pagoda/t6x3-exl3-qwen3.8-27b-dflash2/frame-5000.webp",
+     "frames/pagoda/t6x3-exl3-qwen3.8-27b-dflash2/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6x3-exl3-qwen3.8-27b-dflash2/page.html"
+   },
+   {
+    "case": "t6b1-qwen3.8-27b-vllm",
     "entry": "qwen3.8-27b-vllm",
     "test": 6,
     "finish": "length",
     "tokens": 32000.0,
-    "wall_s": 403.3,
-    "tok_s": 90.6,
+    "wall_s": 381.7,
+    "tok_s": 95.3,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8320,18 +9669,18 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no page: all 32,000 tokens went to thinking (31,991 reasoning tokens), still planning the pond when cut off",
+    "note": "no complete page: 23,992 reasoning tokens, then cut off inside the page (page-truncated.html, not rendered). The five r1-r5 replies are byte-identical",
     "frames": [],
     "live": null
    },
    {
-    "case": "t6x64k-qwen3.8-27b-vllm",
+    "case": "t6b2-qwen3.8-27b-vllm",
     "entry": "qwen3.8-27b-vllm",
     "test": 6,
     "finish": "length",
-    "tokens": 64000.0,
-    "wall_s": 716.7,
-    "tok_s": 94.5,
+    "tokens": 32000.0,
+    "wall_s": 373.6,
+    "tok_s": 95.6,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8340,18 +9689,18 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no complete page: 53,302 reasoning tokens, then cut off 24.6 KB into a long, ambitious page (page-truncated.html)",
+    "note": "no complete page: same byte-identical reply as r1, cut off after 23,992 reasoning tokens",
     "frames": [],
     "live": null
    },
    {
-    "case": "t6-lcpp6-tiel-coder-35b-t06",
-    "entry": "lcpp6-tiel-coder-35b-t06",
+    "case": "t6b3-qwen3.8-27b-vllm",
+    "entry": "qwen3.8-27b-vllm",
     "test": 6,
-    "finish": "stop",
-    "tokens": 20682.0,
-    "wall_s": 155.0,
-    "tok_s": 143.3,
+    "finish": "length",
+    "tokens": 32000.0,
+    "wall_s": 374.9,
+    "tok_s": 95.4,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8360,70 +9709,38 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "blank: Uncaught TypeError renderer.setShadowMapEnabled is not a function (an API removed years ago); diag/ with that one line fixed shows a full scene, unscored",
-    "frames": [
-     "frames/pagoda/t6-lcpp6-tiel-coder-35b-t06/frame-1500.webp",
-     "frames/pagoda/t6-lcpp6-tiel-coder-35b-t06/frame-5000.webp",
-     "frames/pagoda/t6-lcpp6-tiel-coder-35b-t06/frame-10000.webp"
-    ],
-    "live": "live/pagoda/t6-lcpp6-tiel-coder-35b-t06/page.html"
-   },
-   {
-    "case": "t6r2-lcpp6-tiel-coder-35b-t06",
-    "entry": "lcpp6-tiel-coder-35b-t06",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 13634.0,
-    "wall_s": 98.5,
-    "tok_s": 145.1,
-    "points": {
-     "A": 2.0,
-     "B": 2.0,
-     "C": 2.0,
-     "D": 2.0,
-     "E": 2.0
-    },
-    "total": 10.0,
-    "note": "five red storeys, black eaves with upturned tips, gold ringed spire, platform, two cherry trees, lantern, pond with lily pads, torii; orbit by code",
-    "frames": [
-     "frames/pagoda/t6r2-lcpp6-tiel-coder-35b-t06/frame-1500.webp",
-     "frames/pagoda/t6r2-lcpp6-tiel-coder-35b-t06/frame-5000.webp",
-     "frames/pagoda/t6r2-lcpp6-tiel-coder-35b-t06/frame-10000.webp"
-    ],
-    "live": "live/pagoda/t6r2-lcpp6-tiel-coder-35b-t06/page.html"
+    "note": "no complete page: same byte-identical reply as r1, cut off after 23,992 reasoning tokens",
+    "frames": [],
+    "live": null
    },
    {
-    "case": "t6r3-lcpp6-tiel-coder-35b-t06",
-    "entry": "lcpp6-tiel-coder-35b-t06",
+    "case": "t6b4-qwen3.8-27b-vllm",
+    "entry": "qwen3.8-27b-vllm",
     "test": 6,
-    "finish": "stop",
-    "tokens": 28610.0,
-    "wall_s": 206.3,
-    "tok_s": 141.1,
+    "finish": "length",
+    "tokens": 32000.0,
+    "wall_s": 375.9,
+    "tok_s": 95.1,
     "points": {
-     "A": 1.0,
-     "B": 2.0,
-     "C": 1.0,
-     "D": 2.0,
-     "E": 2.0
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
+     "D": 0.0,
+     "E": 0.0
     },
-    "total": 8.0,
-    "note": "the richest scene (voxel grass, lily pads, red eave tips), but the camera is too close: the fifth storey and the spire are out of frame in every frame",
-    "frames": [
-     "frames/pagoda/t6r3-lcpp6-tiel-coder-35b-t06/frame-1500.webp",
-     "frames/pagoda/t6r3-lcpp6-tiel-coder-35b-t06/frame-5000.webp",
-     "frames/pagoda/t6r3-lcpp6-tiel-coder-35b-t06/frame-10000.webp"
-    ],
-    "live": "live/pagoda/t6r3-lcpp6-tiel-coder-35b-t06/page.html"
+    "total": 0.0,
+    "note": "no complete page: same byte-identical reply as r1, cut off after 23,992 reasoning tokens",
+    "frames": [],
+    "live": null
    },
    {
-    "case": "t6-tiel-coder-35b",
-    "entry": "tiel-coder-35b",
+    "case": "t6b5-qwen3.8-27b-vllm",
+    "entry": "qwen3.8-27b-vllm",
     "test": 6,
     "finish": "length",
     "tokens": 32000.0,
-    "wall_s": 239.7,
-    "tok_s": 137.9,
+    "wall_s": 373.7,
+    "tok_s": 95.5,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8432,42 +9749,42 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no page: thinking ran out the cap just as it said it would write the file",
+    "note": "no complete page: same byte-identical reply as r1, cut off after 23,992 reasoning tokens",
     "frames": [],
     "live": null
    },
    {
-    "case": "t6x64k-tiel-coder-35b",
-    "entry": "tiel-coder-35b",
+    "case": "t6r4-gemma-4-26b-a4b",
+    "entry": "gemma-4-26b-a4b",
     "test": 6,
     "finish": "stop",
-    "tokens": 17210.0,
-    "wall_s": 128.0,
-    "tok_s": 140.6,
+    "tokens": 4291.0,
+    "wall_s": 26.1,
+    "tok_s": 210.3,
     "points": {
      "A": 2.0,
      "B": 2.0,
-     "C": 2.0,
+     "C": 1.0,
      "D": 2.0,
      "E": 2.0
     },
-    "total": 10.0,
-    "note": "five storeys with angled upturned eaves, spire, platform, stepping-stone path through the torii, cherry trees, pond; finished in 17,210 tokens this time",
+    "total": 9.0,
+    "note": "five storeys, flat eaves, gold spire; platform, cherry trees, pond and torii; box petals and shadows; camera orbits on a timer. Eaves do not turn up",
     "frames": [
-     "frames/pagoda/t6x64k-tiel-coder-35b/frame-1500.webp",
-     "frames/pagoda/t6x64k-tiel-coder-35b/frame-5000.webp",
-     "frames/pagoda/t6x64k-tiel-coder-35b/frame-10000.webp"
+     "frames/pagoda/t6r4-gemma-4-26b-a4b/frame-1500.webp",
+     "frames/pagoda/t6r4-gemma-4-26b-a4b/frame-5000.webp",
+     "frames/pagoda/t6r4-gemma-4-26b-a4b/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6x64k-tiel-coder-35b/page.html"
+    "live": "live/pagoda/t6r4-gemma-4-26b-a4b/page.html"
    },
    {
-    "case": "t6-lcpp6-tiel-coder-35b-q4kxl-mtp",
-    "entry": "lcpp6-tiel-coder-35b-q4kxl-mtp",
+    "case": "t6r4-lcpp6-tiel-coder-35b-t06",
+    "entry": "lcpp6-tiel-coder-35b-t06",
     "test": 6,
     "finish": "stop",
-    "tokens": 13484.0,
-    "wall_s": 134.8,
-    "tok_s": 105.8,
+    "tokens": 17226.0,
+    "wall_s": 126.6,
+    "tok_s": 144.8,
     "points": {
      "A": 2.0,
      "B": 2.0,
@@ -8476,114 +9793,94 @@
      "E": 2.0
     },
     "total": 10.0,
-    "note": "the best-looking page of the night: tall five-storey pagoda, black eaves with raised corner blocks, ringed spire, torii in front, two full cherry trees, stone-rimmed pond",
+    "note": "five storeys, block corners that rise, gold-tipped spire; stepped platform, cherry trees, pond, torii; petals and shadows; OrbitControls autoRotate",
     "frames": [
-     "frames/pagoda/t6-lcpp6-tiel-coder-35b-q4kxl-mtp/frame-1500.webp",
-     "frames/pagoda/t6-lcpp6-tiel-coder-35b-q4kxl-mtp/frame-5000.webp",
-     "frames/pagoda/t6-lcpp6-tiel-coder-35b-q4kxl-mtp/frame-10000.webp"
+     "frames/pagoda/t6r4-lcpp6-tiel-coder-35b-t06/frame-1500.webp",
+     "frames/pagoda/t6r4-lcpp6-tiel-coder-35b-t06/frame-5000.webp",
+     "frames/pagoda/t6r4-lcpp6-tiel-coder-35b-t06/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6-lcpp6-tiel-coder-35b-q4kxl-mtp/page.html"
-   },
-   {
-    "case": "t6r2-lcpp6-tiel-coder-35b-q4kxl-mtp",
-    "entry": "lcpp6-tiel-coder-35b-q4kxl-mtp",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 24210.0,
-    "wall_s": 284.2,
-    "tok_s": 90.1,
-    "points": {
-     "A": 0.0,
-     "B": 0.0,
-     "C": 0.0,
-     "D": 0.0,
-     "E": 0.0
-    },
-    "total": 0.0,
-    "note": "no page: the reply is the same stray <tool_call> fragment of a voxel() helper repeated, no HTML",
-    "frames": [],
-    "live": null
+    "live": "live/pagoda/t6r4-lcpp6-tiel-coder-35b-t06/page.html"
    },
    {
-    "case": "t6r3-lcpp6-tiel-coder-35b-q4kxl-mtp",
-    "entry": "lcpp6-tiel-coder-35b-q4kxl-mtp",
+    "case": "t6r5-gemma-4-26b-a4b",
+    "entry": "gemma-4-26b-a4b",
     "test": 6,
     "finish": "stop",
-    "tokens": 14737.0,
-    "wall_s": 159.3,
-    "tok_s": 100.7,
+    "tokens": 5081.0,
+    "wall_s": 29.3,
+    "tok_s": 213.5,
     "points": {
-     "A": 0.0,
-     "B": 0.0,
-     "C": 0.0,
-     "D": 0.0,
-     "E": 0.0
+     "A": 2.0,
+     "B": 2.0,
+     "C": 1.0,
+     "D": 1.0,
+     "E": 2.0
     },
-    "total": 0.0,
-    "note": "blank: Uncaught TypeError at sun.camera.near (meant sun.shadow.camera)",
+    "total": 8.0,
+    "note": "five storeys, flat eaves, thin spire; platform, cherry trees and torii; the pond voxel sits at y=-0.3 and does not show; box petals, shadows, camera orbits on a timer. Pagoda is small",
     "frames": [
-     "frames/pagoda/t6r3-lcpp6-tiel-coder-35b-q4kxl-mtp/frame-1500.webp",
-     "frames/pagoda/t6r3-lcpp6-tiel-coder-35b-q4kxl-mtp/frame-5000.webp",
-     "frames/pagoda/t6r3-lcpp6-tiel-coder-35b-q4kxl-mtp/frame-10000.webp"
+     "frames/pagoda/t6r5-gemma-4-26b-a4b/frame-1500.webp",
+     "frames/pagoda/t6r5-gemma-4-26b-a4b/frame-5000.webp",
+     "frames/pagoda/t6r5-gemma-4-26b-a4b/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6r3-lcpp6-tiel-coder-35b-q4kxl-mtp/page.html"
+    "live": "live/pagoda/t6r5-gemma-4-26b-a4b/page.html"
    },
    {
-    "case": "t6-gemma-4-26b-a4b",
-    "entry": "gemma-4-26b-a4b",
+    "case": "t6r5-lcpp6-tiel-coder-35b-t06",
+    "entry": "lcpp6-tiel-coder-35b-t06",
     "test": 6,
     "finish": "stop",
-    "tokens": 4816.0,
-    "wall_s": 27.4,
-    "tok_s": 212.1,
+    "tokens": 10339.0,
+    "wall_s": 74.1,
+    "tok_s": 146.6,
     "points": {
-     "A": 1.0,
+     "A": 2.0,
      "B": 2.0,
-     "C": 1.0,
-     "D": 1.0,
+     "C": 2.0,
+     "D": 2.0,
      "E": 2.0
     },
-    "total": 7.0,
-    "note": "draws, but roof and spire calls pass arguments in the wrong order and draw nothing, and the pond lies inside the platform: a stack of five brown blocks, trees, a thin torii",
+    "total": 10.0,
+    "note": "five storeys with rising eaves and a gold spire; platform, cherry trees, rectangular pond, torii; petals and shadows; OrbitControls autoRotate",
     "frames": [
-     "frames/pagoda/t6-gemma-4-26b-a4b/frame-1500.webp",
-     "frames/pagoda/t6-gemma-4-26b-a4b/frame-5000.webp",
-     "frames/pagoda/t6-gemma-4-26b-a4b/frame-10000.webp"
+     "frames/pagoda/t6r5-lcpp6-tiel-coder-35b-t06/frame-1500.webp",
+     "frames/pagoda/t6r5-lcpp6-tiel-coder-35b-t06/frame-5000.webp",
+     "frames/pagoda/t6r5-lcpp6-tiel-coder-35b-t06/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6-gemma-4-26b-a4b/page.html"
+    "live": "live/pagoda/t6r5-lcpp6-tiel-coder-35b-t06/page.html"
    },
    {
-    "case": "t6r2-gemma-4-26b-a4b",
-    "entry": "gemma-4-26b-a4b",
+    "case": "t6xn1-exl3-qwen3.8-27b-dflash2",
+    "entry": "exl3-qwen3.8-27b-dflash2",
     "test": 6,
     "finish": "stop",
-    "tokens": 4334.0,
-    "wall_s": 26.6,
-    "tok_s": 216.9,
+    "tokens": 7375.0,
+    "wall_s": 95.9,
+    "tok_s": 116.8,
     "points": {
-     "A": 2.0,
+     "A": 1.0,
      "B": 2.0,
-     "C": 1.0,
-     "D": 2.0,
+     "C": 0.0,
+     "D": 1.0,
      "E": 2.0
     },
-    "total": 9.0,
-    "note": "small but complete scene on a grey stone platform: five storeys, flat-looking eaves (the upturned corners are not visible at this distance), gold spire, torii, tree, pond",
+    "total": 6.0,
+    "note": "thinking off. No pagoda: white slabs and a pond under two huge floating green blocks. Petals, shadows and autoRotate are there",
     "frames": [
-     "frames/pagoda/t6r2-gemma-4-26b-a4b/frame-1500.webp",
-     "frames/pagoda/t6r2-gemma-4-26b-a4b/frame-5000.webp",
-     "frames/pagoda/t6r2-gemma-4-26b-a4b/frame-10000.webp"
+     "frames/pagoda/t6xn1-exl3-qwen3.8-27b-dflash2/frame-1500.webp",
+     "frames/pagoda/t6xn1-exl3-qwen3.8-27b-dflash2/frame-5000.webp",
+     "frames/pagoda/t6xn1-exl3-qwen3.8-27b-dflash2/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6r2-gemma-4-26b-a4b/page.html"
+    "live": "live/pagoda/t6xn1-exl3-qwen3.8-27b-dflash2/page.html"
    },
    {
-    "case": "t6r3-gemma-4-26b-a4b",
-    "entry": "gemma-4-26b-a4b",
+    "case": "t6xn1-exl3-qwen3.8-27b-mtp",
+    "entry": "exl3-qwen3.8-27b-mtp",
     "test": 6,
     "finish": "stop",
-    "tokens": 4495.0,
-    "wall_s": 26.5,
-    "tok_s": 216.3,
+    "tokens": 7386.0,
+    "wall_s": 116.8,
+    "tok_s": 92.4,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8592,46 +9889,46 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "blank: Uncaught SyntaxError, identifier ty declared twice",
+    "note": "thinking off. Blank. Uncaught ReferenceError: zz is not defined, page line 378",
     "frames": [
-     "frames/pagoda/t6r3-gemma-4-26b-a4b/frame-1500.webp",
-     "frames/pagoda/t6r3-gemma-4-26b-a4b/frame-5000.webp",
-     "frames/pagoda/t6r3-gemma-4-26b-a4b/frame-10000.webp"
+     "frames/pagoda/t6xn1-exl3-qwen3.8-27b-mtp/frame-1500.webp",
+     "frames/pagoda/t6xn1-exl3-qwen3.8-27b-mtp/frame-5000.webp",
+     "frames/pagoda/t6xn1-exl3-qwen3.8-27b-mtp/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6r3-gemma-4-26b-a4b/page.html"
+    "live": "live/pagoda/t6xn1-exl3-qwen3.8-27b-mtp/page.html"
    },
    {
-    "case": "t6nt1-qwen3.8-27b-vllm",
-    "entry": "qwen3.8-27b-vllm",
+    "case": "t6xn2-exl3-qwen3.8-27b-dflash2",
+    "entry": "exl3-qwen3.8-27b-dflash2",
     "test": 6,
     "finish": "stop",
-    "tokens": 6985.0,
-    "wall_s": 112.7,
-    "tok_s": 113.5,
+    "tokens": 8781.0,
+    "wall_s": 117.3,
+    "tok_s": 102.6,
     "points": {
-     "A": 0.0,
-     "B": 0.0,
-     "C": 0.0,
-     "D": 0.0,
-     "E": 0.0
+     "A": 1.0,
+     "B": 2.0,
+     "C": 1.0,
+     "D": 2.0,
+     "E": 2.0
     },
-    "total": 0.0,
-    "note": "blank: Uncaught TypeError at line 133 (m[0] in shade): mat() looks up FACES[r.f ?? 1], the table has no key 1, so shade gets undefined. shade's comma return on the next line is a second bug that never runs. Thinking off. The three replies are byte-identical",
+    "total": 8.0,
+    "note": "thinking off. Cube pagoda with raised corners, but only four storeys show and the spire is clipped off the frame, with large gaps between tiers. Platform, cherry trees, pond, torii, petals, shadows, autoRotate",
     "frames": [
-     "frames/pagoda/t6nt1-qwen3.8-27b-vllm/frame-1500.webp",
-     "frames/pagoda/t6nt1-qwen3.8-27b-vllm/frame-5000.webp",
-     "frames/pagoda/t6nt1-qwen3.8-27b-vllm/frame-10000.webp"
+     "frames/pagoda/t6xn2-exl3-qwen3.8-27b-dflash2/frame-1500.webp",
+     "frames/pagoda/t6xn2-exl3-qwen3.8-27b-dflash2/frame-5000.webp",
+     "frames/pagoda/t6xn2-exl3-qwen3.8-27b-dflash2/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6nt1-qwen3.8-27b-vllm/page.html"
+    "live": "live/pagoda/t6xn2-exl3-qwen3.8-27b-dflash2/page.html"
    },
    {
-    "case": "t6nt2-qwen3.8-27b-vllm",
-    "entry": "qwen3.8-27b-vllm",
+    "case": "t6xn2-exl3-qwen3.8-27b-mtp",
+    "entry": "exl3-qwen3.8-27b-mtp",
     "test": 6,
     "finish": "stop",
-    "tokens": 6985.0,
-    "wall_s": 101.8,
-    "tok_s": 113.1,
+    "tokens": 8475.0,
+    "wall_s": 124.0,
+    "tok_s": 91.9,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8640,22 +9937,22 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "blank: Uncaught TypeError at line 133 (m[0] in shade): mat() looks up FACES[r.f ?? 1], the table has no key 1, so shade gets undefined. shade's comma return on the next line is a second bug that never runs. Thinking off. The three replies are byte-identical",
+    "note": "thinking off. Blank. Uncaught ReferenceError: w0 is not defined, page line 267",
     "frames": [
-     "frames/pagoda/t6nt2-qwen3.8-27b-vllm/frame-1500.webp",
-     "frames/pagoda/t6nt2-qwen3.8-27b-vllm/frame-5000.webp",
-     "frames/pagoda/t6nt2-qwen3.8-27b-vllm/frame-10000.webp"
+     "frames/pagoda/t6xn2-exl3-qwen3.8-27b-mtp/frame-1500.webp",
+     "frames/pagoda/t6xn2-exl3-qwen3.8-27b-mtp/frame-5000.webp",
+     "frames/pagoda/t6xn2-exl3-qwen3.8-27b-mtp/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6nt2-qwen3.8-27b-vllm/page.html"
+    "live": "live/pagoda/t6xn2-exl3-qwen3.8-27b-mtp/page.html"
    },
    {
-    "case": "t6nt3-qwen3.8-27b-vllm",
-    "entry": "qwen3.8-27b-vllm",
+    "case": "t6xn3-exl3-qwen3.8-27b-dflash2",
+    "entry": "exl3-qwen3.8-27b-dflash2",
     "test": 6,
     "finish": "stop",
-    "tokens": 6985.0,
-    "wall_s": 101.1,
-    "tok_s": 113.3,
+    "tokens": 6524.0,
+    "wall_s": 94.2,
+    "tok_s": 104.5,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8664,22 +9961,22 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "blank: Uncaught TypeError at line 133 (m[0] in shade): mat() looks up FACES[r.f ?? 1], the table has no key 1, so shade gets undefined. shade's comma return on the next line is a second bug that never runs. Thinking off. The three replies are byte-identical",
+    "note": "thinking off. Blank: frames show only the HTML overlay. Console repeats THREE.Material parameter color undefined; no uncaught exception",
     "frames": [
-     "frames/pagoda/t6nt3-qwen3.8-27b-vllm/frame-1500.webp",
-     "frames/pagoda/t6nt3-qwen3.8-27b-vllm/frame-5000.webp",
-     "frames/pagoda/t6nt3-qwen3.8-27b-vllm/frame-10000.webp"
+     "frames/pagoda/t6xn3-exl3-qwen3.8-27b-dflash2/frame-1500.webp",
+     "frames/pagoda/t6xn3-exl3-qwen3.8-27b-dflash2/frame-5000.webp",
+     "frames/pagoda/t6xn3-exl3-qwen3.8-27b-dflash2/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6nt3-qwen3.8-27b-vllm/page.html"
+    "live": "live/pagoda/t6xn3-exl3-qwen3.8-27b-dflash2/page.html"
    },
    {
-    "case": "t6x1-exl3-qwen3.8-27b-mtp",
+    "case": "t6xn3-exl3-qwen3.8-27b-mtp",
     "entry": "exl3-qwen3.8-27b-mtp",
     "test": 6,
-    "finish": "length",
-    "tokens": 32000.0,
-    "wall_s": 469.7,
-    "tok_s": 73.1,
+    "finish": "stop",
+    "tokens": 8323.0,
+    "wall_s": 129.0,
+    "tok_s": 85.6,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8688,18 +9985,22 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no page: cut off at 32,000 tokens (thinking budget 24,000 left too little for the page); partial page kept",
-    "frames": [],
-    "live": null
+    "note": "thinking off. Blank. Uncaught TypeError: Cannot read properties of undefined (reading cast), page line 152",
+    "frames": [
+     "frames/pagoda/t6xn3-exl3-qwen3.8-27b-mtp/frame-1500.webp",
+     "frames/pagoda/t6xn3-exl3-qwen3.8-27b-mtp/frame-5000.webp",
+     "frames/pagoda/t6xn3-exl3-qwen3.8-27b-mtp/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6xn3-exl3-qwen3.8-27b-mtp/page.html"
    },
    {
-    "case": "t6x2-exl3-qwen3.8-27b-mtp",
-    "entry": "exl3-qwen3.8-27b-mtp",
+    "case": "t6hq1-qwen3.8-27b-vllm-031",
+    "entry": "qwen3.8-27b-vllm-031",
     "test": 6,
-    "finish": "length",
-    "tokens": 32000.0,
-    "wall_s": 498.4,
-    "tok_s": 68.6,
+    "finish": "stop",
+    "tokens": 47310.0,
+    "wall_s": 535.4,
+    "tok_s": 95.4,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8708,134 +10009,142 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no page: cut off at 32,000 tokens (thinking budget 24,000 left too little for the page); partial page kept",
-    "frames": [],
-    "live": null
+    "note": "HyperQwen 0.31, 140k cap. Blank: Uncaught ReferenceError: Cannot access 't' before initialization (line 114); its mulberry32 reads let t inside its own initializer, the module dies and the veil never lifts",
+    "frames": [
+     "frames/pagoda/t6hq1-qwen3.8-27b-vllm-031/frame-1500.webp",
+     "frames/pagoda/t6hq1-qwen3.8-27b-vllm-031/frame-5000.webp",
+     "frames/pagoda/t6hq1-qwen3.8-27b-vllm-031/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6hq1-qwen3.8-27b-vllm-031/page.html"
    },
    {
-    "case": "t6x3-exl3-qwen3.8-27b-mtp",
-    "entry": "exl3-qwen3.8-27b-mtp",
+    "case": "t6unc1-cyber-tiel-coder-35b",
+    "entry": "cyber-tiel-coder-35b",
     "test": 6,
     "finish": "stop",
-    "tokens": 30065.0,
-    "wall_s": 459.5,
-    "tok_s": 70.3,
+    "tokens": 17274.0,
+    "wall_s": 553.1,
+    "tok_s": 47.6,
     "points": {
      "A": 2.0,
-     "B": 2.0,
-     "C": 1.0,
+     "B": 1.0,
+     "C": 2.0,
      "D": 2.0,
      "E": 2.0
     },
     "total": 9.0,
-    "note": "red-and-cream pagoda with dark roofs and gold corner blocks raised at the eave corners; the camera sits close, so the fifth storey is cut off at the top and the spire is never in frame; torii, cherry trees, stone platform, pond at the bottom edge; orbit from code (clock delta), petals and shadows visible",
+    "note": "five storeys with dark eaves and raised corner blocks, black stacked spire; stone platform, two cherry trees, torii behind the left tree, pond at the bottom edge; OrbitControls autoRotate, petals and shadows visible. B: the ground is an 80 x 80 plane and the petals are planes",
     "frames": [
-     "frames/pagoda/t6x3-exl3-qwen3.8-27b-mtp/frame-1500.webp",
-     "frames/pagoda/t6x3-exl3-qwen3.8-27b-mtp/frame-5000.webp",
-     "frames/pagoda/t6x3-exl3-qwen3.8-27b-mtp/frame-10000.webp"
+     "frames/pagoda/t6unc1-cyber-tiel-coder-35b/frame-1500.webp",
+     "frames/pagoda/t6unc1-cyber-tiel-coder-35b/frame-5000.webp",
+     "frames/pagoda/t6unc1-cyber-tiel-coder-35b/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6x3-exl3-qwen3.8-27b-mtp/page.html"
+    "live": "live/pagoda/t6unc1-cyber-tiel-coder-35b/page.html"
    },
    {
-    "case": "t6x1-exl3-qwen3.8-27b-dflash2",
-    "entry": "exl3-qwen3.8-27b-dflash2",
+    "case": "t6unc1-lcpp6-flashnext-abliterated-s15",
+    "entry": "lcpp6-flashnext-abliterated-s15",
     "test": 6,
     "finish": "stop",
-    "tokens": 9096.0,
-    "wall_s": 120.6,
-    "tok_s": 103.6,
+    "tokens": 25722.0,
+    "wall_s": 2325.3,
+    "tok_s": 14.6,
     "points": {
-     "A": 1.0,
-     "B": 2.0,
-     "C": 1.0,
-     "D": 1.0,
-     "E": 2.0
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
+     "D": 0.0,
+     "E": 0.0
     },
-    "total": 7.0,
-    "note": "draws, but the roofs are boxes scaled to 0.72 and read as rows of dark green slats with gaps; the spire (y 32 to 41) is above every frame; the torii is built at the origin, inside the pagoda, so it never shows; platform, cherry trees and pond; OrbitControls autoRotate, petals and shadows visible; night palette",
+    "total": 0.0,
+    "note": "blank: Uncaught SyntaxError Identifier 'stampBuild' has already been declared (line 621); frames show only the HTML panel",
     "frames": [
-     "frames/pagoda/t6x1-exl3-qwen3.8-27b-dflash2/frame-1500.webp",
-     "frames/pagoda/t6x1-exl3-qwen3.8-27b-dflash2/frame-5000.webp",
-     "frames/pagoda/t6x1-exl3-qwen3.8-27b-dflash2/frame-10000.webp"
+     "frames/pagoda/t6unc1-lcpp6-flashnext-abliterated-s15/frame-1500.webp",
+     "frames/pagoda/t6unc1-lcpp6-flashnext-abliterated-s15/frame-5000.webp",
+     "frames/pagoda/t6unc1-lcpp6-flashnext-abliterated-s15/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6x1-exl3-qwen3.8-27b-dflash2/page.html"
+    "live": "live/pagoda/t6unc1-lcpp6-flashnext-abliterated-s15/page.html"
    },
    {
-    "case": "t6x2-exl3-qwen3.8-27b-dflash2",
-    "entry": "exl3-qwen3.8-27b-dflash2",
+    "case": "t6unc1-lcpp6-flashnext-heretic2",
+    "entry": "lcpp6-flashnext-heretic2",
     "test": 6,
     "finish": "stop",
-    "tokens": 29398.0,
-    "wall_s": 438.0,
-    "tok_s": 72.4,
+    "tokens": 25919.0,
+    "wall_s": 2288.5,
+    "tok_s": 13.7,
     "points": {
-     "A": 2.0,
+     "A": 1.0,
      "B": 2.0,
-     "C": 2.0,
-     "D": 2.0,
-     "E": 2.0
+     "C": 1.0,
+     "D": 0.0,
+     "E": 1.0
     },
-    "total": 10.0,
-    "note": "best of the sitting: five red storeys with dark roofs and gold upturned corner blocks, a stacked spire, stone platform with lanterns, torii, three cherry trees, pond with lily pads, voxel clouds, dawn/dusk toggle; OrbitControls autoRotate, petals and shadows visible",
+    "total": 5.0,
+    "note": "draws a grey cube tower with scattered loose cubes and slab clouds through it, every material grey, the panel stuck at LOADING; the spire is above every frame and the eaves do not read; only the plinth and lanterns of the setting show (cherry trees, pond and torii are in the code but not in frame); orbit from code (clock delta) and shadows, no petals visible",
     "frames": [
-     "frames/pagoda/t6x2-exl3-qwen3.8-27b-dflash2/frame-1500.webp",
-     "frames/pagoda/t6x2-exl3-qwen3.8-27b-dflash2/frame-5000.webp",
-     "frames/pagoda/t6x2-exl3-qwen3.8-27b-dflash2/frame-10000.webp"
+     "frames/pagoda/t6unc1-lcpp6-flashnext-heretic2/frame-1500.webp",
+     "frames/pagoda/t6unc1-lcpp6-flashnext-heretic2/frame-5000.webp",
+     "frames/pagoda/t6unc1-lcpp6-flashnext-heretic2/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6x2-exl3-qwen3.8-27b-dflash2/page.html"
+    "live": "live/pagoda/t6unc1-lcpp6-flashnext-heretic2/page.html"
    },
    {
-    "case": "t6x3-exl3-qwen3.8-27b-dflash2",
-    "entry": "exl3-qwen3.8-27b-dflash2",
+    "case": "t6unc1-lcpp6-orcarouter-fn-uncensored",
+    "entry": "lcpp6-orcarouter-fn-uncensored",
     "test": 6,
     "finish": "stop",
-    "tokens": 27995.0,
-    "wall_s": 382.0,
-    "tok_s": 79.9,
+    "tokens": 33616.0,
+    "wall_s": 2834.5,
+    "tok_s": 13.9,
     "points": {
-     "A": 2.0,
-     "B": 2.0,
-     "C": 1.0,
-     "D": 2.0,
-     "E": 2.0
+     "A": 0.0,
+     "B": 0.0,
+     "C": 0.0,
+     "D": 0.0,
+     "E": 0.0
     },
-    "total": 9.0,
-    "note": "cream-and-brown pagoda with gold corner blocks raised at the eaves; camera close, the fifth storey is cut off and the spire is never in frame; torii (its beam in the foreground), cherry trees, stone platform, pond with stones; orbit from code (clock time), petals and shadows visible",
+    "total": 0.0,
+    "note": "blank: Uncaught SyntaxError Invalid or unexpected token (line 239); frames show only the HTML overlay",
     "frames": [
-     "frames/pagoda/t6x3-exl3-qwen3.8-27b-dflash2/frame-1500.webp",
-     "frames/pagoda/t6x3-exl3-qwen3.8-27b-dflash2/frame-5000.webp",
-     "frames/pagoda/t6x3-exl3-qwen3.8-27b-dflash2/frame-10000.webp"
+     "frames/pagoda/t6unc1-lcpp6-orcarouter-fn-uncensored/frame-1500.webp",
+     "frames/pagoda/t6unc1-lcpp6-orcarouter-fn-uncensored/frame-5000.webp",
+     "frames/pagoda/t6unc1-lcpp6-orcarouter-fn-uncensored/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6x3-exl3-qwen3.8-27b-dflash2/page.html"
+    "live": "live/pagoda/t6unc1-lcpp6-orcarouter-fn-uncensored/page.html"
    },
    {
-    "case": "t6b1-qwen3.8-27b-vllm",
-    "entry": "qwen3.8-27b-vllm",
+    "case": "t6unc1-lcpp6-orcasaq2-cyber-27b",
+    "entry": "lcpp6-orcasaq2-cyber-27b",
     "test": 6,
-    "finish": "length",
-    "tokens": 32000.0,
-    "wall_s": 381.7,
-    "tok_s": 95.3,
+    "finish": "stop",
+    "tokens": 21455.0,
+    "wall_s": 443.2,
+    "tok_s": 63.8,
     "points": {
-     "A": 0.0,
-     "B": 0.0,
-     "C": 0.0,
-     "D": 0.0,
-     "E": 0.0
+     "A": 2.0,
+     "B": 2.0,
+     "C": 1.0,
+     "D": 1.0,
+     "E": 1.0
     },
-    "total": 0.0,
-    "note": "no complete page: 23,992 reasoning tokens, then cut off inside the page (page-truncated.html, not rendered). The five r1-r5 replies are byte-identical",
-    "frames": [],
-    "live": null
+    "total": 7.0,
+    "note": "five dark roof tiers crushed onto each other so the storeys barely show and no eave corner visibly rises; gold ringed spire; stepped stone platform, pond, torii, lanterns; the sakura trees are not in frame (petals are); the auto orbit starts only after a pointer release, so the camera never moves on its own; petals and shadows visible",
+    "frames": [
+     "frames/pagoda/t6unc1-lcpp6-orcasaq2-cyber-27b/frame-1500.webp",
+     "frames/pagoda/t6unc1-lcpp6-orcasaq2-cyber-27b/frame-5000.webp",
+     "frames/pagoda/t6unc1-lcpp6-orcasaq2-cyber-27b/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6unc1-lcpp6-orcasaq2-cyber-27b/page.html"
    },
    {
-    "case": "t6b2-qwen3.8-27b-vllm",
-    "entry": "qwen3.8-27b-vllm",
+    "case": "t6unc1-lcpp6-q38-27b-cyber-q5",
+    "entry": "lcpp6-q38-27b-cyber-q5",
     "test": 6,
-    "finish": "length",
-    "tokens": 32000.0,
-    "wall_s": 373.6,
-    "tok_s": 95.6,
+    "finish": "stop",
+    "tokens": 16762.0,
+    "wall_s": 610.9,
+    "tok_s": 33.4,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8844,18 +10153,22 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no complete page: same byte-identical reply as r1, cut off after 23,992 reasoning tokens",
-    "frames": [],
-    "live": null
+    "note": "blank: Uncaught SyntaxError Unexpected identifier 'multiply' (line 467); stuck on its 'building ~12k cubes' loader",
+    "frames": [
+     "frames/pagoda/t6unc1-lcpp6-q38-27b-cyber-q5/frame-1500.webp",
+     "frames/pagoda/t6unc1-lcpp6-q38-27b-cyber-q5/frame-5000.webp",
+     "frames/pagoda/t6unc1-lcpp6-q38-27b-cyber-q5/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6unc1-lcpp6-q38-27b-cyber-q5/page.html"
    },
    {
-    "case": "t6b3-qwen3.8-27b-vllm",
-    "entry": "qwen3.8-27b-vllm",
+    "case": "t6unc1-lcpp6-q38-coder390",
+    "entry": "lcpp6-q38-coder390",
     "test": 6,
-    "finish": "length",
-    "tokens": 32000.0,
-    "wall_s": 374.9,
-    "tok_s": 95.4,
+    "finish": "stop",
+    "tokens": 13568.0,
+    "wall_s": 350.4,
+    "tok_s": 54.6,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8864,18 +10177,22 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no complete page: same byte-identical reply as r1, cut off after 23,992 reasoning tokens",
-    "frames": [],
-    "live": null
+    "note": "blank: Uncaught TypeError reading 'fromArray' inside three.core.js every frame; plain beige frames",
+    "frames": [
+     "frames/pagoda/t6unc1-lcpp6-q38-coder390/frame-1500.webp",
+     "frames/pagoda/t6unc1-lcpp6-q38-coder390/frame-5000.webp",
+     "frames/pagoda/t6unc1-lcpp6-q38-coder390/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6unc1-lcpp6-q38-coder390/page.html"
    },
    {
-    "case": "t6b4-qwen3.8-27b-vllm",
-    "entry": "qwen3.8-27b-vllm",
+    "case": "t6unc1-lcpp6-thinkingcap-27b-heretic",
+    "entry": "lcpp6-thinkingcap-27b-heretic",
     "test": 6,
-    "finish": "length",
-    "tokens": 32000.0,
-    "wall_s": 375.9,
-    "tok_s": 95.1,
+    "finish": "stop",
+    "tokens": 29400.0,
+    "wall_s": 869.6,
+    "tok_s": 38.1,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8884,18 +10201,22 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no complete page: same byte-identical reply as r1, cut off after 23,992 reasoning tokens",
-    "frames": [],
-    "live": null
+    "note": "blank: Uncaught SyntaxError Malformed arrow function parameter list (line 171); frames show only the caption",
+    "frames": [
+     "frames/pagoda/t6unc1-lcpp6-thinkingcap-27b-heretic/frame-1500.webp",
+     "frames/pagoda/t6unc1-lcpp6-thinkingcap-27b-heretic/frame-5000.webp",
+     "frames/pagoda/t6unc1-lcpp6-thinkingcap-27b-heretic/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6unc1-lcpp6-thinkingcap-27b-heretic/page.html"
    },
    {
-    "case": "t6b5-qwen3.8-27b-vllm",
-    "entry": "qwen3.8-27b-vllm",
+    "case": "t6unc1-q38-27b-cyber",
+    "entry": "q38-27b-cyber",
     "test": 6,
-    "finish": "length",
-    "tokens": 32000.0,
-    "wall_s": 373.7,
-    "tok_s": 95.5,
+    "finish": "stop",
+    "tokens": 14340.0,
+    "wall_s": 346.3,
+    "tok_s": 42.9,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -8904,42 +10225,48 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "no complete page: same byte-identical reply as r1, cut off after 23,992 reasoning tokens",
-    "frames": [],
-    "live": null
+    "note": "blank: Uncaught SyntaxError missing ) after argument list (line 143); the page's own error badge shows it",
+    "frames": [
+     "frames/pagoda/t6unc1-q38-27b-cyber/frame-1500.webp",
+     "frames/pagoda/t6unc1-q38-27b-cyber/frame-5000.webp",
+     "frames/pagoda/t6unc1-q38-27b-cyber/frame-10000.webp"
+    ],
+    "live": "live/pagoda/t6unc1-q38-27b-cyber/page.html"
    },
    {
-    "case": "t6r4-gemma-4-26b-a4b",
-    "entry": "gemma-4-26b-a4b",
+    "case": "t6unc1-qwen3.8-27b-uncensored-vllm",
+    "entry": "qwen3.8-27b-uncensored-vllm",
     "test": 6,
     "finish": "stop",
-    "tokens": 4291.0,
-    "wall_s": 26.1,
-    "tok_s": 210.3,
+    "tokens": 86783.0,
+    "wall_s": 989.8,
+    "tok_s": 91.9,
     "points": {
      "A": 2.0,
      "B": 2.0,
-     "C": 1.0,
-     "D": 2.0,
+     "C": 2.0,
+     "D": 1.0,
      "E": 2.0
     },
     "total": 9.0,
-    "note": "five storeys, flat eaves, gold spire; platform, cherry trees, pond and torii; box petals and shadows; camera orbits on a timer. Eaves do not turn up",
+    "note": "best of the ten: five red storeys with slate eaves and gold corner blocks raised, gold ringed spire, stepped stone base, red torii, three cherry trees, lanterns, voxel clouds; the pond is in the code but out of frame; OrbitControls autoRotate, petals and shadows visible",
     "frames": [
-     "frames/pagoda/t6r4-gemma-4-26b-a4b/frame-1500.webp",
-     "frames/pagoda/t6r4-gemma-4-26b-a4b/frame-5000.webp",
-     "frames/pagoda/t6r4-gemma-4-26b-a4b/frame-10000.webp"
+     "frames/pagoda/t6unc1-qwen3.8-27b-uncensored-vllm/frame-1500.webp",
+     "frames/pagoda/t6unc1-qwen3.8-27b-uncensored-vllm/frame-5000.webp",
+     "frames/pagoda/t6unc1-qwen3.8-27b-uncensored-vllm/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6r4-gemma-4-26b-a4b/page.html"
-   },
+    "live": "live/pagoda/t6unc1-qwen3.8-27b-uncensored-vllm/page.html"
+   }
+  ],
+  "agent-orrery": [
    {
-    "case": "t6r4-lcpp6-tiel-coder-35b-t06",
-    "entry": "lcpp6-tiel-coder-35b-t06",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 17226.0,
-    "wall_s": 126.6,
-    "tok_s": 144.8,
+    "case": "t8-orrery-uncvllm-r1",
+    "entry": "qwen3.8-27b-uncensored-vllm",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 68536.0,
+    "wall_s": 5153.6,
+    "tok_s": 13.3,
     "points": {
      "A": 2.0,
      "B": 2.0,
@@ -8948,94 +10275,94 @@
      "E": 2.0
     },
     "total": 10.0,
-    "note": "five storeys, block corners that rise, gold-tipped spire; stepped platform, cherry trees, pond, torii; petals and shadows; OrbitControls autoRotate",
+    "note": "Vision off; 22 browser calls, 2 screenshots, 5 compactions, 86 min. Six planets, Mercury to Saturn, at exact period ratios; ring gears and pinions mesh internally; the night side faces away from the sun while the surface turns.",
     "frames": [
-     "frames/pagoda/t6r4-lcpp6-tiel-coder-35b-t06/frame-1500.webp",
-     "frames/pagoda/t6r4-lcpp6-tiel-coder-35b-t06/frame-5000.webp",
-     "frames/pagoda/t6r4-lcpp6-tiel-coder-35b-t06/frame-10000.webp"
+     "frames/agent-orrery/t8-orrery-uncvllm-r1/frame-100.webp",
+     "frames/agent-orrery/t8-orrery-uncvllm-r1/frame-2000.webp",
+     "frames/agent-orrery/t8-orrery-uncvllm-r1/frame-6000.webp"
     ],
-    "live": "live/pagoda/t6r4-lcpp6-tiel-coder-35b-t06/page.html"
+    "live": "live/agent-orrery/t8-orrery-uncvllm-r1/orrery.svg"
    },
    {
-    "case": "t6r5-gemma-4-26b-a4b",
-    "entry": "gemma-4-26b-a4b",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 5081.0,
-    "wall_s": 29.3,
-    "tok_s": 213.5,
+    "case": "t8-orrery-orcasaq2-r1",
+    "entry": "lcpp6-orcasaq2-cyber-27b",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 302501.0,
+    "wall_s": 5467.9,
+    "tok_s": 55.3,
     "points": {
-     "A": 2.0,
+     "A": 1.0,
      "B": 2.0,
-     "C": 1.0,
+     "C": 2.0,
      "D": 1.0,
      "E": 2.0
     },
     "total": 8.0,
-    "note": "five storeys, flat eaves, thin spire; platform, cherry trees and torii; the pond voxel sits at y=-0.3 and does not show; box petals, shadows, camera orbits on a timer. Pagoda is small",
+    "note": "Vision off; 35 browser calls, 7 screenshots, 16 compactions, 91 min. Six planets at exact ratios and everything animates, but plates cover the orbit circles and the gear train is hidden (D 1).",
     "frames": [
-     "frames/pagoda/t6r5-gemma-4-26b-a4b/frame-1500.webp",
-     "frames/pagoda/t6r5-gemma-4-26b-a4b/frame-5000.webp",
-     "frames/pagoda/t6r5-gemma-4-26b-a4b/frame-10000.webp"
+     "frames/agent-orrery/t8-orrery-orcasaq2-r1/frame-100.webp",
+     "frames/agent-orrery/t8-orrery-orcasaq2-r1/frame-2000.webp",
+     "frames/agent-orrery/t8-orrery-orcasaq2-r1/frame-6000.webp"
     ],
-    "live": "live/pagoda/t6r5-gemma-4-26b-a4b/page.html"
+    "live": "live/agent-orrery/t8-orrery-orcasaq2-r1/orrery.svg"
    },
    {
-    "case": "t6r5-lcpp6-tiel-coder-35b-t06",
-    "entry": "lcpp6-tiel-coder-35b-t06",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 10339.0,
-    "wall_s": 74.1,
-    "tok_s": 146.6,
+    "case": "t8-orrery-coder390-r1",
+    "entry": "lcpp6-q38-coder390",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 69964.0,
+    "wall_s": 1544.2,
+    "tok_s": 45.3,
     "points": {
-     "A": 2.0,
-     "B": 2.0,
+     "A": 1.0,
+     "B": 1.0,
      "C": 2.0,
-     "D": 2.0,
-     "E": 2.0
+     "D": 0.0,
+     "E": 1.0
     },
-    "total": 10.0,
-    "note": "five storeys with rising eaves and a gold spire; platform, cherry trees, rectangular pond, torii; petals and shadows; OrbitControls autoRotate",
+    "total": 5.0,
+    "note": "Vision off; 24 browser calls, 5 screenshots, 5 compactions, 26 min. The orbit groups rotate about the top-left corner (the animation replaces the translate), so the planets leave the frame; the gear rings have no visible teeth.",
     "frames": [
-     "frames/pagoda/t6r5-lcpp6-tiel-coder-35b-t06/frame-1500.webp",
-     "frames/pagoda/t6r5-lcpp6-tiel-coder-35b-t06/frame-5000.webp",
-     "frames/pagoda/t6r5-lcpp6-tiel-coder-35b-t06/frame-10000.webp"
+     "frames/agent-orrery/t8-orrery-coder390-r1/frame-100.webp",
+     "frames/agent-orrery/t8-orrery-coder390-r1/frame-2000.webp",
+     "frames/agent-orrery/t8-orrery-coder390-r1/frame-6000.webp"
     ],
-    "live": "live/pagoda/t6r5-lcpp6-tiel-coder-35b-t06/page.html"
+    "live": "live/agent-orrery/t8-orrery-coder390-r1/orrery.svg"
    },
    {
-    "case": "t6xn1-exl3-qwen3.8-27b-dflash2",
-    "entry": "exl3-qwen3.8-27b-dflash2",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 7375.0,
-    "wall_s": 95.9,
-    "tok_s": 116.8,
+    "case": "t8-orrery-thinkcap-r1",
+    "entry": "lcpp6-thinkingcap-27b-heretic",
+    "test": 8,
+    "finish": "time cap",
+    "tokens": 185456.0,
+    "wall_s": 7200.1,
+    "tok_s": 25.8,
     "points": {
-     "A": 1.0,
+     "A": 2.0,
      "B": 2.0,
-     "C": 0.0,
+     "C": 2.0,
      "D": 1.0,
-     "E": 2.0
+     "E": 1.0
     },
-    "total": 6.0,
-    "note": "thinking off. No pagoda: white slabs and a pond under two huge floating green blocks. Petals, shadows and autoRotate are there",
+    "total": 8.0,
+    "note": "Stopped at the 2 h cap and graded as left; 1 browser call, 1 compaction. Eight planets at exact ratios on brass ring gears; the gear train does not demonstrably drive the orbits (D 1); the night shade is fixed because planets do not spin (E 1).",
     "frames": [
-     "frames/pagoda/t6xn1-exl3-qwen3.8-27b-dflash2/frame-1500.webp",
-     "frames/pagoda/t6xn1-exl3-qwen3.8-27b-dflash2/frame-5000.webp",
-     "frames/pagoda/t6xn1-exl3-qwen3.8-27b-dflash2/frame-10000.webp"
+     "frames/agent-orrery/t8-orrery-thinkcap-r1/frame-100.webp",
+     "frames/agent-orrery/t8-orrery-thinkcap-r1/frame-2000.webp",
+     "frames/agent-orrery/t8-orrery-thinkcap-r1/frame-6000.webp"
     ],
-    "live": "live/pagoda/t6xn1-exl3-qwen3.8-27b-dflash2/page.html"
+    "live": "live/agent-orrery/t8-orrery-thinkcap-r1/orrery.svg"
    },
    {
-    "case": "t6xn1-exl3-qwen3.8-27b-mtp",
-    "entry": "exl3-qwen3.8-27b-mtp",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 7386.0,
-    "wall_s": 116.8,
-    "tok_s": 92.4,
+    "case": "t8-orrery-q38cyberq5-r1",
+    "entry": "lcpp6-q38-27b-cyber-q5",
+    "test": 8,
+    "finish": "time cap",
+    "tokens": 192790.0,
+    "wall_s": 7200.1,
+    "tok_s": 26.8,
     "points": {
      "A": 0.0,
      "B": 0.0,
@@ -9044,383 +10371,409 @@
      "E": 0.0
     },
     "total": 0.0,
-    "note": "thinking off. Blank. Uncaught ReferenceError: zz is not defined, page line 378",
+    "note": "Stopped at the 2 h cap with 16 compactions and no browser call; orrery.svg was a 0-byte file, so nothing rendered.",
     "frames": [
-     "frames/pagoda/t6xn1-exl3-qwen3.8-27b-mtp/frame-1500.webp",
-     "frames/pagoda/t6xn1-exl3-qwen3.8-27b-mtp/frame-5000.webp",
-     "frames/pagoda/t6xn1-exl3-qwen3.8-27b-mtp/frame-10000.webp"
+     "frames/agent-orrery/t8-orrery-q38cyberq5-r1/frame-100.webp",
+     "frames/agent-orrery/t8-orrery-q38cyberq5-r1/frame-2000.webp",
+     "frames/agent-orrery/t8-orrery-q38cyberq5-r1/frame-6000.webp"
     ],
-    "live": "live/pagoda/t6xn1-exl3-qwen3.8-27b-mtp/page.html"
+    "live": null
    },
    {
-    "case": "t6xn2-exl3-qwen3.8-27b-dflash2",
-    "entry": "exl3-qwen3.8-27b-dflash2",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 8781.0,
-    "wall_s": 117.3,
-    "tok_s": 102.6,
+    "case": "t8-orrery-cybertiel-r1",
+    "entry": "cyber-tiel-coder-35b",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 92519.0,
+    "wall_s": 2199.6,
+    "tok_s": 42.1,
     "points": {
-     "A": 1.0,
+     "A": 2.0,
      "B": 2.0,
-     "C": 1.0,
-     "D": 2.0,
+     "C": 2.0,
+     "D": 0.0,
      "E": 2.0
     },
     "total": 8.0,
-    "note": "thinking off. Cube pagoda with raised corners, but only four storeys show and the spire is clipped off the frame, with large gaps between tiers. Platform, cherry trees, pond, torii, petals, shadows, autoRotate",
+    "note": "Vision on; 58 browser calls, 16 screenshots, 37 min. Eight planets at exact ratios; orbits and spins animate; the gears are plain discs with no teeth (D 0).",
     "frames": [
-     "frames/pagoda/t6xn2-exl3-qwen3.8-27b-dflash2/frame-1500.webp",
-     "frames/pagoda/t6xn2-exl3-qwen3.8-27b-dflash2/frame-5000.webp",
-     "frames/pagoda/t6xn2-exl3-qwen3.8-27b-dflash2/frame-10000.webp"
+     "frames/agent-orrery/t8-orrery-cybertiel-r1/frame-100.webp",
+     "frames/agent-orrery/t8-orrery-cybertiel-r1/frame-2000.webp",
+     "frames/agent-orrery/t8-orrery-cybertiel-r1/frame-6000.webp"
     ],
-    "live": "live/pagoda/t6xn2-exl3-qwen3.8-27b-dflash2/page.html"
+    "live": "live/agent-orrery/t8-orrery-cybertiel-r1/orrery.svg"
    },
    {
-    "case": "t6xn2-exl3-qwen3.8-27b-mtp",
-    "entry": "exl3-qwen3.8-27b-mtp",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 8475.0,
-    "wall_s": 124.0,
-    "tok_s": 91.9,
+    "case": "t8-orrery-heretic2-r1",
+    "entry": "lcpp6-flashnext-heretic2",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 44616.0,
+    "wall_s": 3179.0,
+    "tok_s": 14.0,
     "points": {
-     "A": 0.0,
-     "B": 0.0,
-     "C": 0.0,
-     "D": 0.0,
-     "E": 0.0
+     "A": 1.0,
+     "B": 2.0,
+     "C": 2.0,
+     "D": 1.0,
+     "E": 1.0
     },
-    "total": 0.0,
-    "note": "thinking off. Blank. Uncaught ReferenceError: w0 is not defined, page line 267",
+    "total": 7.0,
+    "note": "Vision off; 5 browser calls, 53 min. Eight planets at exact ratios and the arms orbit, but the gear paths are drawn at the corner and cover the title, so no pair meshes (D 1); fixed crescent shade (E 1).",
     "frames": [
-     "frames/pagoda/t6xn2-exl3-qwen3.8-27b-mtp/frame-1500.webp",
-     "frames/pagoda/t6xn2-exl3-qwen3.8-27b-mtp/frame-5000.webp",
-     "frames/pagoda/t6xn2-exl3-qwen3.8-27b-mtp/frame-10000.webp"
+     "frames/agent-orrery/t8-orrery-heretic2-r1/frame-100.webp",
+     "frames/agent-orrery/t8-orrery-heretic2-r1/frame-2000.webp",
+     "frames/agent-orrery/t8-orrery-heretic2-r1/frame-6000.webp"
     ],
-    "live": "live/pagoda/t6xn2-exl3-qwen3.8-27b-mtp/page.html"
+    "live": "live/agent-orrery/t8-orrery-heretic2-r1/orrery.svg"
    },
    {
-    "case": "t6xn3-exl3-qwen3.8-27b-dflash2",
-    "entry": "exl3-qwen3.8-27b-dflash2",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 6524.0,
-    "wall_s": 94.2,
-    "tok_s": 104.5,
+    "case": "t8-orrery-abl15-r1",
+    "entry": "lcpp6-flashnext-abliterated-s15",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 14879.0,
+    "wall_s": 1091.8,
+    "tok_s": 13.6,
     "points": {
-     "A": 0.0,
-     "B": 0.0,
+     "A": 1.0,
+     "B": 1.0,
      "C": 0.0,
-     "D": 0.0,
+     "D": 1.0,
      "E": 0.0
     },
-    "total": 0.0,
-    "note": "thinking off. Blank: frames show only the HTML overlay. Console repeats THREE.Material parameter color undefined; no uncaught exception",
+    "total": 3.0,
+    "note": "Vision off; 9 browser calls, 1 screenshot, 18 min. Planet gears pile up at the top-left corner and nothing orbits (C 0); the planets are flat discs with no night side (E 0).",
     "frames": [
-     "frames/pagoda/t6xn3-exl3-qwen3.8-27b-dflash2/frame-1500.webp",
-     "frames/pagoda/t6xn3-exl3-qwen3.8-27b-dflash2/frame-5000.webp",
-     "frames/pagoda/t6xn3-exl3-qwen3.8-27b-dflash2/frame-10000.webp"
+     "frames/agent-orrery/t8-orrery-abl15-r1/frame-100.webp",
+     "frames/agent-orrery/t8-orrery-abl15-r1/frame-2000.webp",
+     "frames/agent-orrery/t8-orrery-abl15-r1/frame-6000.webp"
     ],
-    "live": "live/pagoda/t6xn3-exl3-qwen3.8-27b-dflash2/page.html"
+    "live": "live/agent-orrery/t8-orrery-abl15-r1/orrery.svg"
    },
    {
-    "case": "t6xn3-exl3-qwen3.8-27b-mtp",
-    "entry": "exl3-qwen3.8-27b-mtp",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 8323.0,
-    "wall_s": 129.0,
-    "tok_s": 85.6,
+    "case": "t8-orrery-orcarouter-r1",
+    "entry": "lcpp6-orcarouter-fn-uncensored",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 75472.0,
+    "wall_s": 5243.4,
+    "tok_s": 14.4,
     "points": {
-     "A": 0.0,
-     "B": 0.0,
-     "C": 0.0,
-     "D": 0.0,
-     "E": 0.0
+     "A": 2.0,
+     "B": 2.0,
+     "C": 2.0,
+     "D": 2.0,
+     "E": 2.0
+    },
+    "total": 10.0,
+    "note": "Vision off; 19 browser calls, 87 min. Eight planets at exact ratios; each arm's toothed pinion meshes with the sun gear and obeys the planetary-gear law; the night gradient faces away from the sun while the surface turns.",
+    "frames": [
+     "frames/agent-orrery/t8-orrery-orcarouter-r1/frame-100.webp",
+     "frames/agent-orrery/t8-orrery-orcarouter-r1/frame-2000.webp",
+     "frames/agent-orrery/t8-orrery-orcarouter-r1/frame-6000.webp"
+    ],
+    "live": "live/agent-orrery/t8-orrery-orcarouter-r1/orrery.svg"
+   }
+  ],
+  "agent-pagoda": [
+   {
+    "case": "t8-pagoda-uncvllm-r1",
+    "entry": "qwen3.8-27b-uncensored-vllm",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 64192.0,
+    "wall_s": 5432.2,
+    "tok_s": 11.8,
+    "points": {
+     "A": 2.0,
+     "B": 2.0,
+     "C": 2.0,
+     "D": 2.0,
+     "E": 2.0
     },
-    "total": 0.0,
-    "note": "thinking off. Blank. Uncaught TypeError: Cannot read properties of undefined (reading cast), page line 152",
+    "total": 10.0,
+    "note": "Vision off; 42 browser calls, 6 compactions, 90 min. Five cream and red storeys with raised eave blocks, stepped gold spire, stone platform, three cherry trees, pond with footbridge, red torii; orbit by code, petals, shadows.",
     "frames": [
-     "frames/pagoda/t6xn3-exl3-qwen3.8-27b-mtp/frame-1500.webp",
-     "frames/pagoda/t6xn3-exl3-qwen3.8-27b-mtp/frame-5000.webp",
-     "frames/pagoda/t6xn3-exl3-qwen3.8-27b-mtp/frame-10000.webp"
+     "frames/agent-pagoda/t8-pagoda-uncvllm-r1/frame-1500.webp",
+     "frames/agent-pagoda/t8-pagoda-uncvllm-r1/frame-5000.webp",
+     "frames/agent-pagoda/t8-pagoda-uncvllm-r1/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6xn3-exl3-qwen3.8-27b-mtp/page.html"
+    "live": "live/agent-pagoda/t8-pagoda-uncvllm-r1/page.html"
    },
    {
-    "case": "t6hq1-qwen3.8-27b-vllm-031",
-    "entry": "qwen3.8-27b-vllm-031",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 47310.0,
-    "wall_s": 535.4,
-    "tok_s": 95.4,
+    "case": "t8-pagoda-orcasaq2-r1",
+    "entry": "lcpp6-orcasaq2-cyber-27b",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 59423.0,
+    "wall_s": 1116.7,
+    "tok_s": 53.2,
     "points": {
-     "A": 0.0,
-     "B": 0.0,
-     "C": 0.0,
-     "D": 0.0,
-     "E": 0.0
+     "A": 1.0,
+     "B": 2.0,
+     "C": 2.0,
+     "D": 2.0,
+     "E": 2.0
     },
-    "total": 0.0,
-    "note": "HyperQwen 0.31, 140k cap. Blank: Uncaught ReferenceError: Cannot access 't' before initialization (line 114); its mulberry32 reads let t inside its own initializer, the module dies and the veil never lifts",
+    "total": 9.0,
+    "note": "Vision off; 30 browser calls, 4 screenshots, 2 compactions, 19 min. Everything draws; the eave tips are detached stepped blocks that float apart from the roofs (A 1). Four cherry trees, pond, torii, lantern.",
     "frames": [
-     "frames/pagoda/t6hq1-qwen3.8-27b-vllm-031/frame-1500.webp",
-     "frames/pagoda/t6hq1-qwen3.8-27b-vllm-031/frame-5000.webp",
-     "frames/pagoda/t6hq1-qwen3.8-27b-vllm-031/frame-10000.webp"
+     "frames/agent-pagoda/t8-pagoda-orcasaq2-r1/frame-1500.webp",
+     "frames/agent-pagoda/t8-pagoda-orcasaq2-r1/frame-5000.webp",
+     "frames/agent-pagoda/t8-pagoda-orcasaq2-r1/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6hq1-qwen3.8-27b-vllm-031/page.html"
+    "live": "live/agent-pagoda/t8-pagoda-orcasaq2-r1/page.html"
    },
    {
-    "case": "t6unc1-cyber-tiel-coder-35b",
-    "entry": "cyber-tiel-coder-35b",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 17274.0,
-    "wall_s": 553.1,
-    "tok_s": 47.6,
+    "case": "t8-pagoda-coder390-r1",
+    "entry": "lcpp6-q38-coder390",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 30856.0,
+    "wall_s": 632.1,
+    "tok_s": 48.8,
     "points": {
      "A": 2.0,
-     "B": 1.0,
+     "B": 2.0,
      "C": 2.0,
      "D": 2.0,
      "E": 2.0
     },
-    "total": 9.0,
-    "note": "five storeys with dark eaves and raised corner blocks, black stacked spire; stone platform, two cherry trees, torii behind the left tree, pond at the bottom edge; OrbitControls autoRotate, petals and shadows visible. B: the ground is an 80 x 80 plane and the petals are planes",
+    "total": 10.0,
+    "note": "Vision off; 14 browser calls, 1 compaction, 11 min. Five storeys with raised double eave blocks, stepped gold spire, three trees, round pond, large torii. Title glyphs show as boxes (no CJK font in the renderer; not scored).",
     "frames": [
-     "frames/pagoda/t6unc1-cyber-tiel-coder-35b/frame-1500.webp",
-     "frames/pagoda/t6unc1-cyber-tiel-coder-35b/frame-5000.webp",
-     "frames/pagoda/t6unc1-cyber-tiel-coder-35b/frame-10000.webp"
+     "frames/agent-pagoda/t8-pagoda-coder390-r1/frame-1500.webp",
+     "frames/agent-pagoda/t8-pagoda-coder390-r1/frame-5000.webp",
+     "frames/agent-pagoda/t8-pagoda-coder390-r1/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6unc1-cyber-tiel-coder-35b/page.html"
+    "live": "live/agent-pagoda/t8-pagoda-coder390-r1/page.html"
    },
    {
-    "case": "t6unc1-lcpp6-flashnext-abliterated-s15",
-    "entry": "lcpp6-flashnext-abliterated-s15",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 25722.0,
-    "wall_s": 2325.3,
-    "tok_s": 14.6,
+    "case": "t8-pagoda-thinkcap-r1",
+    "entry": "lcpp6-thinkingcap-27b-heretic",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 134514.0,
+    "wall_s": 6849.8,
+    "tok_s": 19.6,
     "points": {
-     "A": 0.0,
-     "B": 0.0,
-     "C": 0.0,
-     "D": 0.0,
-     "E": 0.0
+     "A": 2.0,
+     "B": 2.0,
+     "C": 1.0,
+     "D": 2.0,
+     "E": 2.0
     },
-    "total": 0.0,
-    "note": "blank: Uncaught SyntaxError Identifier 'stampBuild' has already been declared (line 621); frames show only the HTML panel",
+    "total": 9.0,
+    "note": "Vision off; 32 browser calls, 1 compaction, 114 min. Clean render, ringed red and gold spire; the eave upturns are single cubes level with the upper layer, so none visibly rises (C 1).",
     "frames": [
-     "frames/pagoda/t6unc1-lcpp6-flashnext-abliterated-s15/frame-1500.webp",
-     "frames/pagoda/t6unc1-lcpp6-flashnext-abliterated-s15/frame-5000.webp",
-     "frames/pagoda/t6unc1-lcpp6-flashnext-abliterated-s15/frame-10000.webp"
+     "frames/agent-pagoda/t8-pagoda-thinkcap-r1/frame-1500.webp",
+     "frames/agent-pagoda/t8-pagoda-thinkcap-r1/frame-5000.webp",
+     "frames/agent-pagoda/t8-pagoda-thinkcap-r1/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6unc1-lcpp6-flashnext-abliterated-s15/page.html"
+    "live": "live/agent-pagoda/t8-pagoda-thinkcap-r1/page.html"
    },
    {
-    "case": "t6unc1-lcpp6-flashnext-heretic2",
-    "entry": "lcpp6-flashnext-heretic2",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 25919.0,
-    "wall_s": 2288.5,
-    "tok_s": 13.7,
+    "case": "t8-pagoda-q38cyber-r1",
+    "entry": "q38-27b-cyber",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 60672.0,
+    "wall_s": 1974.0,
+    "tok_s": 30.7,
     "points": {
      "A": 1.0,
      "B": 2.0,
      "C": 1.0,
-     "D": 0.0,
-     "E": 1.0
+     "D": 1.0,
+     "E": 2.0
     },
-    "total": 5.0,
-    "note": "draws a grey cube tower with scattered loose cubes and slab clouds through it, every material grey, the panel stuck at LOADING; the spire is above every frame and the eaves do not read; only the plinth and lanterns of the setting show (cherry trees, pond and torii are in the code but not in frame); orbit from code (clock delta) and shadows, no petals visible",
+    "total": 7.0,
+    "note": "Vision off; 48 browser calls, 5 screenshots, 33 min. The camera sits too close: only storeys 2 to 4 are in frame, so the top storey and spire never show (C 1); the pond is buried under the platform (D 1).",
     "frames": [
-     "frames/pagoda/t6unc1-lcpp6-flashnext-heretic2/frame-1500.webp",
-     "frames/pagoda/t6unc1-lcpp6-flashnext-heretic2/frame-5000.webp",
-     "frames/pagoda/t6unc1-lcpp6-flashnext-heretic2/frame-10000.webp"
+     "frames/agent-pagoda/t8-pagoda-q38cyber-r1/frame-1500.webp",
+     "frames/agent-pagoda/t8-pagoda-q38cyber-r1/frame-5000.webp",
+     "frames/agent-pagoda/t8-pagoda-q38cyber-r1/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6unc1-lcpp6-flashnext-heretic2/page.html"
+    "live": "live/agent-pagoda/t8-pagoda-q38cyber-r1/page.html"
    },
    {
-    "case": "t6unc1-lcpp6-orcarouter-fn-uncensored",
-    "entry": "lcpp6-orcarouter-fn-uncensored",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 33616.0,
-    "wall_s": 2834.5,
-    "tok_s": 13.9,
+    "case": "t8-pagoda-q38cyberq5-r1",
+    "entry": "lcpp6-q38-27b-cyber-q5",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 18525.0,
+    "wall_s": 675.6,
+    "tok_s": 27.4,
     "points": {
-     "A": 0.0,
-     "B": 0.0,
+     "A": 1.0,
+     "B": 2.0,
      "C": 0.0,
-     "D": 0.0,
-     "E": 0.0
+     "D": 2.0,
+     "E": 2.0
     },
-    "total": 0.0,
-    "note": "blank: Uncaught SyntaxError Invalid or unexpected token (line 239); frames show only the HTML overlay",
+    "total": 7.0,
+    "note": "Vision off; 25 browser calls, 1 screenshot, 1 compaction, 11 min. Dark sky and fog with the camera so close that blossom cubes block the view; no recognisable pagoda, the spire never shows (C 0).",
     "frames": [
-     "frames/pagoda/t6unc1-lcpp6-orcarouter-fn-uncensored/frame-1500.webp",
-     "frames/pagoda/t6unc1-lcpp6-orcarouter-fn-uncensored/frame-5000.webp",
-     "frames/pagoda/t6unc1-lcpp6-orcarouter-fn-uncensored/frame-10000.webp"
+     "frames/agent-pagoda/t8-pagoda-q38cyberq5-r1/frame-1500.webp",
+     "frames/agent-pagoda/t8-pagoda-q38cyberq5-r1/frame-5000.webp",
+     "frames/agent-pagoda/t8-pagoda-q38cyberq5-r1/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6unc1-lcpp6-orcarouter-fn-uncensored/page.html"
+    "live": "live/agent-pagoda/t8-pagoda-q38cyberq5-r1/page.html"
    },
    {
-    "case": "t6unc1-lcpp6-orcasaq2-cyber-27b",
-    "entry": "lcpp6-orcasaq2-cyber-27b",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 21455.0,
-    "wall_s": 443.2,
-    "tok_s": 63.8,
+    "case": "t8-pagoda-cybertiel-r1",
+    "entry": "cyber-tiel-coder-35b",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 124735.0,
+    "wall_s": 3140.6,
+    "tok_s": 39.7,
     "points": {
      "A": 2.0,
-     "B": 2.0,
+     "B": 1.0,
      "C": 1.0,
-     "D": 1.0,
-     "E": 1.0
+     "D": 2.0,
+     "E": 2.0
     },
-    "total": 7.0,
-    "note": "five dark roof tiers crushed onto each other so the storeys barely show and no eave corner visibly rises; gold ringed spire; stepped stone platform, pond, torii, lanterns; the sakura trees are not in frame (petals are); the auto orbit starts only after a pointer release, so the camera never moves on its own; petals and shadows visible",
+    "total": 8.0,
+    "note": "Vision on; 75 browser calls, 6 screenshots, 52 min. The ground is a plane and the sky a sphere (B 1); the spire is a very long pole that runs out of frame (C 1); two cherry trees, one standing in the pond.",
     "frames": [
-     "frames/pagoda/t6unc1-lcpp6-orcasaq2-cyber-27b/frame-1500.webp",
-     "frames/pagoda/t6unc1-lcpp6-orcasaq2-cyber-27b/frame-5000.webp",
-     "frames/pagoda/t6unc1-lcpp6-orcasaq2-cyber-27b/frame-10000.webp"
+     "frames/agent-pagoda/t8-pagoda-cybertiel-r1/frame-1500.webp",
+     "frames/agent-pagoda/t8-pagoda-cybertiel-r1/frame-5000.webp",
+     "frames/agent-pagoda/t8-pagoda-cybertiel-r1/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6unc1-lcpp6-orcasaq2-cyber-27b/page.html"
+    "live": "live/agent-pagoda/t8-pagoda-cybertiel-r1/page.html"
    },
    {
-    "case": "t6unc1-lcpp6-q38-27b-cyber-q5",
-    "entry": "lcpp6-q38-27b-cyber-q5",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 16762.0,
-    "wall_s": 610.9,
-    "tok_s": 33.4,
+    "case": "t8-pagoda-heretic2-r1",
+    "entry": "lcpp6-flashnext-heretic2",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 18398.0,
+    "wall_s": 1548.0,
+    "tok_s": 11.9,
     "points": {
-     "A": 0.0,
-     "B": 0.0,
-     "C": 0.0,
-     "D": 0.0,
-     "E": 0.0
+     "A": 1.0,
+     "B": 2.0,
+     "C": 1.0,
+     "D": 1.0,
+     "E": 2.0
     },
-    "total": 0.0,
-    "note": "blank: Uncaught SyntaxError Unexpected identifier 'multiply' (line 467); stuck on its 'building ~12k cubes' loader",
+    "total": 7.0,
+    "note": "Vision off; 11 browser calls, 26 min. The camera aspect is never updated, so the scene is stretched 1.6 times sideways (A 1); the spire is cut off at the top (C 1); the pond is out of frame (D 1).",
     "frames": [
-     "frames/pagoda/t6unc1-lcpp6-q38-27b-cyber-q5/frame-1500.webp",
-     "frames/pagoda/t6unc1-lcpp6-q38-27b-cyber-q5/frame-5000.webp",
-     "frames/pagoda/t6unc1-lcpp6-q38-27b-cyber-q5/frame-10000.webp"
+     "frames/agent-pagoda/t8-pagoda-heretic2-r1/frame-1500.webp",
+     "frames/agent-pagoda/t8-pagoda-heretic2-r1/frame-5000.webp",
+     "frames/agent-pagoda/t8-pagoda-heretic2-r1/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6unc1-lcpp6-q38-27b-cyber-q5/page.html"
+    "live": "live/agent-pagoda/t8-pagoda-heretic2-r1/page.html"
    },
    {
-    "case": "t6unc1-lcpp6-q38-coder390",
-    "entry": "lcpp6-q38-coder390",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 13568.0,
-    "wall_s": 350.4,
-    "tok_s": 54.6,
+    "case": "t8-pagoda-abl15-r1",
+    "entry": "lcpp6-flashnext-abliterated-s15",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 29039.0,
+    "wall_s": 3038.0,
+    "tok_s": 9.6,
     "points": {
-     "A": 0.0,
-     "B": 0.0,
-     "C": 0.0,
-     "D": 0.0,
-     "E": 0.0
+     "A": 1.0,
+     "B": 2.0,
+     "C": 1.0,
+     "D": 2.0,
+     "E": 2.0
     },
-    "total": 0.0,
-    "note": "blank: Uncaught TypeError reading 'fromArray' inside three.core.js every frame; plain beige frames",
+    "total": 8.0,
+    "note": "Vision off; 21 browser calls, 1 screenshot, 51 min. Wall cubes overlap the wood ring and z-fight (A 1); the camera cuts the spire off (C 1); platform, four cherry trees, pond and torii all visible.",
     "frames": [
-     "frames/pagoda/t6unc1-lcpp6-q38-coder390/frame-1500.webp",
-     "frames/pagoda/t6unc1-lcpp6-q38-coder390/frame-5000.webp",
-     "frames/pagoda/t6unc1-lcpp6-q38-coder390/frame-10000.webp"
+     "frames/agent-pagoda/t8-pagoda-abl15-r1/frame-1500.webp",
+     "frames/agent-pagoda/t8-pagoda-abl15-r1/frame-5000.webp",
+     "frames/agent-pagoda/t8-pagoda-abl15-r1/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6unc1-lcpp6-q38-coder390/page.html"
+    "live": "live/agent-pagoda/t8-pagoda-abl15-r1/page.html"
    },
    {
-    "case": "t6unc1-lcpp6-thinkingcap-27b-heretic",
-    "entry": "lcpp6-thinkingcap-27b-heretic",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 29400.0,
-    "wall_s": 869.6,
-    "tok_s": 38.1,
+    "case": "t8-pagoda-orcarouter-r1",
+    "entry": "lcpp6-orcarouter-fn-uncensored",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 47168.0,
+    "wall_s": 3787.8,
+    "tok_s": 12.4,
     "points": {
-     "A": 0.0,
-     "B": 0.0,
-     "C": 0.0,
-     "D": 0.0,
-     "E": 0.0
+     "A": 2.0,
+     "B": 2.0,
+     "C": 1.0,
+     "D": 2.0,
+     "E": 2.0
     },
-    "total": 0.0,
-    "note": "blank: Uncaught SyntaxError Malformed arrow function parameter list (line 171); frames show only the caption",
+    "total": 9.0,
+    "note": "Vision off; 27 browser calls, 2 screenshots, 63 min. Clean render; the gold spire runs out of the top of the frame (C 1); platform, five cherry trees, round pond, torii, two lanterns.",
     "frames": [
-     "frames/pagoda/t6unc1-lcpp6-thinkingcap-27b-heretic/frame-1500.webp",
-     "frames/pagoda/t6unc1-lcpp6-thinkingcap-27b-heretic/frame-5000.webp",
-     "frames/pagoda/t6unc1-lcpp6-thinkingcap-27b-heretic/frame-10000.webp"
+     "frames/agent-pagoda/t8-pagoda-orcarouter-r1/frame-1500.webp",
+     "frames/agent-pagoda/t8-pagoda-orcarouter-r1/frame-5000.webp",
+     "frames/agent-pagoda/t8-pagoda-orcarouter-r1/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6unc1-lcpp6-thinkingcap-27b-heretic/page.html"
+    "live": "live/agent-pagoda/t8-pagoda-orcarouter-r1/page.html"
    },
    {
-    "case": "t6unc1-q38-27b-cyber",
-    "entry": "q38-27b-cyber",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 14340.0,
-    "wall_s": 346.3,
-    "tok_s": 42.9,
+    "case": "t8-pagoda-tiel-r1",
+    "entry": "lcpp6-tiel-coder-35b-t06",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 66695.0,
+    "wall_s": 668.5,
+    "tok_s": 99.8,
     "points": {
-     "A": 0.0,
-     "B": 0.0,
-     "C": 0.0,
-     "D": 0.0,
-     "E": 0.0
+     "A": 1.0,
+     "B": 1.0,
+     "C": 2.0,
+     "D": 1.0,
+     "E": 1.0
     },
-    "total": 0.0,
-    "note": "blank: Uncaught SyntaxError missing ) after argument list (line 143); the page's own error badge shows it",
+    "total": 6.0,
+    "note": "Vision off; 35 browser calls, 2 screenshots, 11 min. Every tree trunk is placed near the origin, so the canopies float and stubs poke out of the pagoda (A 1, D 1); the ground is a plane (B 1); no petal is ever visible (E 1).",
     "frames": [
-     "frames/pagoda/t6unc1-q38-27b-cyber/frame-1500.webp",
-     "frames/pagoda/t6unc1-q38-27b-cyber/frame-5000.webp",
-     "frames/pagoda/t6unc1-q38-27b-cyber/frame-10000.webp"
+     "frames/agent-pagoda/t8-pagoda-tiel-r1/frame-1500.webp",
+     "frames/agent-pagoda/t8-pagoda-tiel-r1/frame-5000.webp",
+     "frames/agent-pagoda/t8-pagoda-tiel-r1/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6unc1-q38-27b-cyber/page.html"
+    "live": "live/agent-pagoda/t8-pagoda-tiel-r1/page.html"
    },
    {
-    "case": "t6unc1-qwen3.8-27b-uncensored-vllm",
-    "entry": "qwen3.8-27b-uncensored-vllm",
-    "test": 6,
-    "finish": "stop",
-    "tokens": 86783.0,
-    "wall_s": 989.8,
-    "tok_s": 91.9,
+    "case": "t8-pagoda-gyro-s-mtp-r2",
+    "entry": "strata020-gyro-s-mtp-test",
+    "test": 8,
+    "finish": "agent done",
+    "tokens": 82834.0,
+    "wall_s": 969.8,
+    "tok_s": 85.41,
     "points": {
      "A": 2.0,
-     "B": 2.0,
+     "B": 1.0,
      "C": 2.0,
-     "D": 1.0,
+     "D": 2.0,
      "E": 2.0
     },
     "total": 9.0,
-    "note": "best of the ten: five red storeys with slate eaves and gold corner blocks raised, gold ringed spire, stepped stone base, red torii, three cherry trees, lanterns, voxel clouds; the pond is in the code but out of frame; OrbitControls autoRotate, petals and shadows visible",
+    "note": "Vision off (the entry has no vision path); 54 browser calls, 0 screenshots, 0 compactions, 16 min. All frames render a complete scene; most parts are cubes but the roofs use half-height slabs (B 1); five storeys with upturned eaves and spire, stone platform, cherry trees, pond, torii; camera moves and petals fall.",
     "frames": [
-     "frames/pagoda/t6unc1-qwen3.8-27b-uncensored-vllm/frame-1500.webp",
-     "frames/pagoda/t6unc1-qwen3.8-27b-uncensored-vllm/frame-5000.webp",
-     "frames/pagoda/t6unc1-qwen3.8-27b-uncensored-vllm/frame-10000.webp"
+     "frames/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/frame-1500.webp",
+     "frames/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/frame-5000.webp",
+     "frames/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/frame-10000.webp"
     ],
-    "live": "live/pagoda/t6unc1-qwen3.8-27b-uncensored-vllm/page.html"
+    "live": "live/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/page.html"
    }
   ]
  },
  "counts": {
-  "models": 87,
-  "runs": 191,
-  "test3": 49,
-  "oneshots": 79,
-  "frames": 162,
-  "pass": 122,
-  "live": 54
+  "models": 93,
+  "runs": 206,
+  "test3": 51,
+  "oneshots": 100,
+  "frames": 225,
+  "pass": 133,
+  "live": 74
  }
 }
diff --git a/site/data/curated.json b/site/data/curated.json
index f3ae268..7a384fa 100644
--- a/site/data/curated.json
+++ b/site/data/curated.json
@@ -2,13 +2,62 @@
  "title": "The Bake-off",
  "tagline": "Which open-weight models can do real agent work on one consumer GPU, how fast, and with what settings.",
  "tests": [
-  {"id": "t1", "number": "1", "name": "Command-line tool", "kind": "agentic", "what": "Write a Python CLI for the Home Assistant REST API.", "graded": "The grader runs the tool in a sandbox: entry point and help, real data, bad input, bad token, no crash (5 checks), plus the model's own tests."},
-  {"id": "t2", "number": "2", "name": "MCP server in Rust", "kind": "agentic", "what": "Build a Model Context Protocol server in Rust from the spec on disk.", "graded": "Built and driven as a real MCP client: initialize, tools/list and a tools/call that must return real data. Pass, partial or fail."},
-  {"id": "t2t", "number": "2T", "name": "Trust the docs", "kind": "agentic", "what": "Test 2 with a REST reference that has three planted wrong endpoints.", "graded": "Did the model test, avoid, hedge or trust the planted endpoints? Read from the replay's access log and the shipped code."},
-  {"id": "t3", "number": "3", "name": "Use and fix an MCP server", "kind": "agentic", "what": "Describe a recorded house through an MCP server, then find and fix what is wrong with it.", "graded": "Facts checked against the recording, a judgement on whether the server can be trusted, and the fix run against the client."},
-  {"id": "t5", "number": "5", "name": "Brass orrery", "kind": "one-shot", "what": "One reply, no tools: an animated SVG orrery with planets at real ratios and a meshing gear train.", "graded": "Rendered offline in a container with no network; five points of 0-2 (draws, planets, gears, lighting, motion)."},
-  {"id": "t6", "number": "6", "name": "Voxel pagoda", "kind": "one-shot", "what": "One reply, no tools: a three.js voxel Japanese pagoda with cherry trees, pond and torii.", "graded": "Rendered offline with software WebGL; five points of 0-2 (draws, voxels, pagoda, setting, life)."},
-  {"id": "t7", "number": "7", "name": "Ticket fixes in Rust", "kind": "agentic", "what": "Ticket-sized fixes in a real Rust project.", "graded": "The project's own tests, run after the agent finishes."}
+  {
+   "id": "t1",
+   "number": "1",
+   "name": "Command-line tool",
+   "kind": "agentic",
+   "what": "Write a Python CLI for the Home Assistant REST API.",
+   "graded": "The grader runs the tool in a sandbox: entry point and help, real data, bad input, bad token, no crash (5 checks), plus the model's own tests."
+  },
+  {
+   "id": "t2",
+   "number": "2",
+   "name": "MCP server in Rust",
+   "kind": "agentic",
+   "what": "Build a Model Context Protocol server in Rust from the spec on disk.",
+   "graded": "Built and driven as a real MCP client: initialize, tools/list and a tools/call that must return real data. Pass, partial or fail."
+  },
+  {
+   "id": "t2t",
+   "number": "2T",
+   "name": "Trust the docs",
+   "kind": "agentic",
+   "what": "Test 2 with a REST reference that has three planted wrong endpoints.",
+   "graded": "Did the model test, avoid, hedge or trust the planted endpoints? Read from the replay's access log and the shipped code."
+  },
+  {
+   "id": "t3",
+   "number": "3",
+   "name": "Use and fix an MCP server",
+   "kind": "agentic",
+   "what": "Describe a recorded house through an MCP server, then find and fix what is wrong with it.",
+   "graded": "Facts checked against the recording, a judgement on whether the server can be trusted, and the fix run against the client."
+  },
+  {
+   "id": "t5",
+   "number": "5",
+   "name": "Brass orrery",
+   "kind": "one-shot",
+   "what": "One reply, no tools: an animated SVG orrery with planets at real ratios and a meshing gear train.",
+   "graded": "Rendered offline in a container with no network; five points of 0-2 (draws, planets, gears, lighting, motion)."
+  },
+  {
+   "id": "t6",
+   "number": "6",
+   "name": "Voxel pagoda",
+   "kind": "one-shot",
+   "what": "One reply, no tools: a three.js voxel Japanese pagoda with cherry trees, pond and torii.",
+   "graded": "Rendered offline with software WebGL; five points of 0-2 (draws, voxels, pagoda, setting, life)."
+  },
+  {
+   "id": "t4",
+   "number": "4",
+   "name": "Ticket fixes in Rust",
+   "kind": "agentic",
+   "what": "Ticket-sized fixes in a real Rust project.",
+   "graded": "The project's own tests, run after the agent finishes."
+  }
  ],
  "findings": [
   {
@@ -18,10 +67,30 @@
    "summary": "Qwen3.8 Flash-Next (125B, 6B active) does not fit in 24 GB, so llama.cpp keeps experts in system RAM. Keeping all of them there (-cmoe) and giving the GPU a cache of hot experts (--moe-cache-mib), with q8 KV to make room, beat the old split of 40 layers on CPU on every GGUF tried, at 262k context.",
    "settings": "-cmoe --moe-cache-mib 12800 -ctk q8_0 -ctv q8_0 -b 2048 -ub 1024 -t 16",
    "metrics": [
-    {"label": "Decode, orca IQ4_XS", "before": 13, "after": 24, "unit": "tok/s"},
-    {"label": "Prefill at 16-48k", "before": 250, "after": 415, "unit": "tok/s"},
-    {"label": "Decode, swift15 IQ3_XXS", "before": 15, "after": 23, "unit": "tok/s"},
-    {"label": "Decode, abliterated s1.5", "before": 13, "after": 20, "unit": "tok/s"}
+    {
+     "label": "Decode, orca IQ4_XS",
+     "before": 13,
+     "after": 24,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Prefill at 16-48k",
+     "before": 250,
+     "after": 415,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, swift15 IQ3_XXS",
+     "before": 15,
+     "after": 23,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, abliterated s1.5",
+     "before": 13,
+     "after": 20,
+     "unit": "tok/s"
+    }
    ],
    "quality": "Against the old f16 KV config: mean KL 0.0011 and 98 % top-1 agreement over 100k tokens of real code; two loads of the same config differ by KL 0.0002. Needles found at 100k, 190k and 250k.",
    "caveat": "Lazy tensor reads (llama.cpp's default) make the first pass over unseen text slow when the page cache is cold; -lzm off fixes it but costs about 28 GB of extra RAM."
@@ -32,8 +101,18 @@
    "kind": "tuning",
    "summary": "The stock Flash-Next EXL3 3-bit build on SGLang with an fp8 KV cache serves 204,800 tokens of context and images at 24-25 tok/s, two sessions at once.",
    "metrics": [
-    {"label": "Decode", "before": null, "after": 25, "unit": "tok/s"},
-    {"label": "Prefill at 190k", "before": null, "after": 2600, "unit": "tok/s"}
+    {
+     "label": "Decode",
+     "before": null,
+     "after": 25,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Prefill at 190k",
+     "before": null,
+     "after": 2600,
+     "unit": "tok/s"
+    }
    ],
    "quality": "Tools, vision and 11 of 11 multi-session checks pass; needle found at 100k, 150k and 190k; a repeated 190k prompt answers in 0.5 s."
   }
diff --git a/site/data/history.json b/site/data/history.json
new file mode 100644
index 0000000..f49e295
--- /dev/null
+++ b/site/data/history.json
@@ -0,0 +1,1334 @@
+{
+ "runs_new": [
+  {
+   "case": "wa-saluki-27b-iq2",
+   "model": "lcpp6-saluki-27b-iq2",
+   "test": 1,
+   "agent": "OpenCode",
+   "checks": 5,
+   "tests_pass": 72,
+   "tests_fail": 0,
+   "subcmds": 9,
+   "tps": 25.3,
+   "minutes": 63,
+   "compactions": 0,
+   "ctx": 262144,
+   "kv": "q8_0",
+   "verdict": "pass",
+   "finished": "2026-10-15 17:47",
+   "struggle": {
+    "compiles": 0,
+    "failed_compiles": 0,
+    "rust_errors": 0,
+    "loc": 1643,
+    "errors_per_kloc": 0.0
+   }
+  },
+  {
+   "case": "wb-lfm25-24b-ud-q5kxl",
+   "model": "lcpp6-lfm25-24b-ud-q5kxl",
+   "test": 2,
+   "agent": "OpenCode",
+   "checks": null,
+   "tests_pass": 3,
+   "tests_fail": null,
+   "subcmds": null,
+   "tps": 137.3,
+   "minutes": 7,
+   "compactions": 1,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "fail",
+   "finished": "2026-10-15 15:25",
+   "struggle": {
+    "compiles": 30,
+    "failed_compiles": 16,
+    "rust_errors": 116,
+    "loc": 442,
+    "errors_per_kloc": 262.4
+   }
+  },
+  {
+   "case": "wb-lfm25-24b-ud-q6kxl",
+   "model": "lcpp6-lfm25-24b-ud-q6kxl",
+   "test": 2,
+   "agent": "OpenCode",
+   "checks": null,
+   "tests_pass": 0,
+   "tests_fail": null,
+   "subcmds": null,
+   "tps": 140.3,
+   "minutes": 23,
+   "compactions": 5,
+   "ctx": 122880,
+   "kv": "f16",
+   "verdict": "fail",
+   "finished": "2026-10-15 15:48",
+   "struggle": {
+    "compiles": 102,
+    "failed_compiles": 37,
+    "rust_errors": 201,
+    "loc": 329,
+    "errors_per_kloc": 610.9
+   }
+  },
+  {
+   "case": "wb-lfm25-24b-ud-q4kxl-rerun",
+   "model": "lcpp6-lfm25-24b-ud-q4kxl",
+   "test": 2,
+   "agent": "OpenCode",
+   "checks": null,
+   "tests_pass": 2,
+   "tests_fail": null,
+   "subcmds": null,
+   "tps": 144.4,
+   "minutes": 5,
+   "compactions": 1,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "fail",
+   "finished": "2026-10-15 15:53",
+   "struggle": {
+    "compiles": 12,
+    "failed_compiles": 8,
+    "rust_errors": 79,
+    "loc": 382,
+    "errors_per_kloc": 206.8
+   }
+  },
+  {
+   "case": "wb-saluki-27b-iq2",
+   "model": "lcpp6-saluki-27b-iq2",
+   "test": 2,
+   "agent": "OpenCode",
+   "checks": null,
+   "tests_pass": 47,
+   "tests_fail": null,
+   "subcmds": null,
+   "tps": 22.0,
+   "minutes": 166,
+   "compactions": 1,
+   "ctx": 262144,
+   "kv": "q8_0",
+   "verdict": "partial",
+   "finished": "2026-10-15 21:06",
+   "struggle": {
+    "compiles": 18,
+    "failed_compiles": 17,
+    "rust_errors": 95,
+    "loc": 1944,
+    "errors_per_kloc": 48.9
+   }
+  },
+  {
+   "case": "t2-gyro-s-mtp-r1",
+   "model": "strata020-gyro-s-mtp-test",
+   "test": 2,
+   "agent": "OpenCode",
+   "checks": null,
+   "tests_pass": 108,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 89.8,
+   "minutes": 24,
+   "compactions": null,
+   "ctx": 262144,
+   "kv": "int8",
+   "verdict": "pass",
+   "finished": "2026-10-20 11:10",
+   "struggle": {
+    "compiles": 41,
+    "failed_compiles": 26,
+    "rust_errors": 103,
+    "loc": 4781,
+    "errors_per_kloc": 21.8
+   }
+  },
+  {
+   "case": "t4-bugfix-targets-tiel-q4kxl-r1",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
+   "checks": 4,
+   "tests_pass": 161,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 18.2,
+   "minutes": 42,
+   "compactions": 2,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 21:36",
+   "struggle": {
+    "compiles": 5,
+    "failed_compiles": 2,
+    "rust_errors": 3,
+    "loc": 9491,
+    "errors_per_kloc": 0.4
+   }
+  },
+  {
+   "case": "t4-config-timeouts-tiel-q4kxl-r1",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
+   "checks": 13,
+   "tests_pass": 168,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 61.5,
+   "minutes": 19,
+   "compactions": 8,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 21:56",
+   "struggle": {
+    "compiles": 10,
+    "failed_compiles": 2,
+    "rust_errors": 8,
+    "loc": 9844,
+    "errors_per_kloc": 0.8
+   }
+  },
+  {
+   "case": "t4-feature-filter-tiel-q4kxl-r1",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
+   "checks": 11,
+   "tests_pass": 158,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 65.8,
+   "minutes": 6,
+   "compactions": 2,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 22:03",
+   "struggle": {
+    "compiles": 8,
+    "failed_compiles": 5,
+    "rust_errors": 7,
+    "loc": 9497,
+    "errors_per_kloc": 0.7
+   }
+  },
+  {
+   "case": "t4-bugfix-targets-tiel-q4kxl-r2",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
+   "checks": 4,
+   "tests_pass": 156,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 80.8,
+   "minutes": 5,
+   "compactions": 0,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 22:08",
+   "struggle": {
+    "compiles": 7,
+    "failed_compiles": 3,
+    "rust_errors": 3,
+    "loc": 9496,
+    "errors_per_kloc": 0.5
+   }
+  },
+  {
+   "case": "t4-config-timeouts-tiel-q4kxl-r2",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
+   "checks": 13,
+   "tests_pass": 161,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 62.2,
+   "minutes": 19,
+   "compactions": 7,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 22:28",
+   "struggle": {
+    "compiles": 11,
+    "failed_compiles": 5,
+    "rust_errors": 51,
+    "loc": 9664,
+    "errors_per_kloc": 5.3
+   }
+  },
+  {
+   "case": "t4-feature-filter-tiel-q4kxl-r2",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
+   "checks": 11,
+   "tests_pass": 157,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 60.2,
+   "minutes": 5,
+   "compactions": 2,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 22:33",
+   "struggle": {
+    "compiles": 5,
+    "failed_compiles": 2,
+    "rust_errors": 2,
+    "loc": 9464,
+    "errors_per_kloc": 0.2
+   }
+  },
+  {
+   "case": "t4-bugfix-targets-tiel-q4kxl-r3",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
+   "checks": 4,
+   "tests_pass": 156,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 71.0,
+   "minutes": 2,
+   "compactions": 0,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 22:36",
+   "struggle": {
+    "compiles": 4,
+    "failed_compiles": 1,
+    "rust_errors": 1,
+    "loc": 9453,
+    "errors_per_kloc": 0.1
+   }
+  },
+  {
+   "case": "t4-config-timeouts-tiel-q4kxl-r3",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
+   "checks": 13,
+   "tests_pass": 164,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 64.5,
+   "minutes": 13,
+   "compactions": 5,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 22:49",
+   "struggle": {
+    "compiles": 8,
+    "failed_compiles": 3,
+    "rust_errors": 3,
+    "loc": 9722,
+    "errors_per_kloc": 0.3
+   }
+  },
+  {
+   "case": "t4-feature-filter-tiel-q4kxl-r3",
+   "model": "lcpp6-tiel-coder-35b-q4kxl",
+   "test": 4,
+   "agent": "OpenCode",
+   "checks": 11,
+   "tests_pass": 159,
+   "tests_fail": 0,
+   "subcmds": null,
+   "tps": 61.3,
+   "minutes": 9,
+   "compactions": 4,
+   "ctx": 131072,
+   "kv": "f16",
+   "verdict": "pass",
+   "finished": "2026-10-11 22:59",
+   "struggle": {
+    "compiles": 4,
+    "failed_compiles": 2,
+    "rust_errors": 4,
+    "loc": 9497,
+    "errors_per_kloc": 0.4
+   }
+  }
+ ],
+ "test3_new": [
+  {
+   "case": "t3o-maya-m-glm-5.3-flash",
+   "model": "maya1113m-glm-5.3-flash",
+   "flavor": "3O",
+   "mcp_facts": "13/14",
+   "api_facts": "13/14",
+   "judgement_right": false,
+   "rubric": 12,
+   "note": "Maya-M IQ2_S on Maya v1.1.13, own server, untuned. The first probe failed on every call with a protocol-version error in the _meta field; it traced the gate in its own source, relaxed it, updated the tests and re-probed. 13 of 14 facts matched REST; the fixed server passes test 2 (7 tools, 67 tests). The one miss: it read the HVAC mode as an absent attribute, so the judgement is marked wrong. No split-digit fault. 34 min.",
+   "tps": 5.4,
+   "minutes": 34,
+   "finished": "2026-10-17 19:58"
+  },
+  {
+   "case": "t3g-maya-m-glm-5.3-flash",
+   "model": "maya1113m-glm-5.3-flash",
+   "flavor": "3G",
+   "mcp_facts": "14/14",
+   "api_facts": "14/14",
+   "judgement_right": true,
+   "rubric": 12,
+   "note": "Maya-M IQ2_S on Maya v1.1.13, known-good server, untuned. REST ground truth first, then one probe session of 12 calls with exact filters and verbatim error reporting; all 14 facts matched REST, and it trusted the server unchanged, which is right. The number-copying fault of the earlier Maya-S runs did not recur. 9 min.",
+   "tps": 7.1,
+   "minutes": 9,
+   "finished": "2026-10-17 20:13"
+  }
+ ],
+ "models_new": {
+  "exl3-qwen3.8-27b-dflash2-162": {
+   "id": "exl3-qwen3.8-27b-dflash2-162",
+   "family": "Qwen3.8 27B",
+   "label": "Qwen3.8-27B EXL3 4-bit · exllamav3 1.6.2, DFlash2 drafts, 98k, 8-bit cache",
+   "base": "Qwen/Qwen3.8-27B",
+   "arch": "dense 27B",
+   "engine": "exllamav3 tabbyapi-d6e62270-exl3-1.6.2",
+   "quant": "EXL3 4.00bpw (head 6 bits, MTP 4 bits)",
+   "kind": "stock",
+   "uncensored": false,
+   "note": "",
+   "vision": {
+    "label": "yes (built in)",
+    "status": "native"
+   }
+  },
+  "lcpp6-saluki-27b-iq2": {
+   "id": "lcpp6-saluki-27b-iq2",
+   "family": "Qwen3.8 27B",
+   "label": "Underdog Saluki 27B IQ2-mix · llama.cpp 0.6",
+   "base": "Qwen/Qwen3.8-27B",
+   "arch": "dense 27B",
+   "engine": "llama.cpp 0.6",
+   "quant": "IQ2-mix (GSQ-RCO)",
+   "kind": "tune",
+   "uncensored": true,
+   "note": "Qwen3.8-27B tuned to keep tool calling at 2 bits; card sampling, thinking on, q8_0 cache, context from the tune",
+   "vision": {
+    "label": "not surveyed",
+    "status": null
+   }
+  },
+  "maya1111-glm-5.3-flash": {
+   "id": "maya1111-glm-5.3-flash",
+   "family": "GLM",
+   "label": "GLM-5.3-Flash · Maya v1.1.11, 131k context",
+   "base": "zai-org/GLM-5.3-Flash",
+   "arch": "MoE 321B / 18B active",
+   "engine": "maya maya-1.1.11",
+   "quant": "Maya-S-v2 IQ2_XXS",
+   "kind": "stock",
+   "uncensored": false,
+   "note": "",
+   "vision": {
+    "label": "yes (head)",
+    "status": "head"
+   }
+  },
+  "maya1113m-glm-5.3-flash": {
+   "id": "maya1113m-glm-5.3-flash",
+   "family": "GLM",
+   "label": "GLM-5.3-Flash · Maya-M IQ2_S, Maya v1.1.13, 131k context",
+   "base": "zai-org/GLM-5.3-Flash",
+   "arch": "MoE 321B / 18B active",
+   "engine": "maya maya-1.1.13",
+   "quant": "Maya-M IQ2_S",
+   "kind": "stock",
+   "uncensored": false,
+   "note": "",
+   "vision": {
+    "label": "yes (head)",
+    "status": "head"
+   }
+  },
+  "strata44-flash-next-pcie": {
+   "id": "strata44-flash-next-pcie",
+   "family": "Qwen3.8 Flash-Next",
+   "label": "Flash-Next · Strata 0.1.44.1, old PCIe share, 262k context",
+   "base": "Qwen/Qwen3.8-Flash-Next",
+   "arch": "MoE 125B / 6B active",
+   "engine": "strata strata-0.1.44.1",
+   "quant": "GSQ-RCO IQ3_S",
+   "kind": "stock",
+   "uncensored": false,
+   "note": "",
+   "vision": {
+    "label": "yes (head)",
+    "status": "head"
+   }
+  },
+  "strata020-gyro-s-mtp-test": {
+   "id": "strata020-gyro-s-mtp-test",
+   "family": "Qwen3.8 Flash-Next",
+   "label": "Flash-Next Gyro-S TQ1_0 + MTP draft · Strata 0.2.0-beta, 262k context, int8 KV",
+   "base": "Qwen/Qwen3.8-Flash-Next",
+   "arch": "MoE 125B / 6B active",
+   "engine": "Strata 0.2.0-beta",
+   "quant": "Gyro-S TQ1_0 (trellis-coded experts, Hadamard-rotated)",
+   "kind": "tune",
+   "uncensored": false,
+   "note": "Smallest quant of the Gyro family; experts read from local NVMe, MTP draft head, text only",
+   "vision": {
+    "label": "no",
+    "status": "none"
+   }
+  }
+ },
+ "ab_new": [
+  {
+   "model": "strata42-flash-next-pcie",
+   "engine": "Strata 0.1.42",
+   "variant": "2 rounds, first one cold",
+   "decode": 18.3,
+   "quote": null,
+   "prefill": 722.9,
+   "vram": null,
+   "error": ""
+  },
+  {
+   "model": "strata44-flash-next-pcie",
+   "engine": "Strata 0.1.44.1",
+   "variant": "2 rounds",
+   "decode": 44.9,
+   "quote": null,
+   "prefill": 1416.4,
+   "vram": null,
+   "error": ""
+  },
+  {
+   "model": "maya-glm-5.3-flash",
+   "engine": "Maya 1.0.4",
+   "variant": "2 rounds, 3.5 bpw Maya-S",
+   "decode": 14.6,
+   "quote": null,
+   "prefill": null,
+   "vram": null,
+   "error": ""
+  },
+  {
+   "model": "maya1111-glm-5.3-flash",
+   "engine": "Maya 1.1.11",
+   "variant": "2 rounds, same pack",
+   "decode": 17.0,
+   "quote": null,
+   "prefill": null,
+   "vram": null,
+   "error": ""
+  },
+  {
+   "model": "exl3-qwen3.8-27b-dflash2",
+   "engine": "exllamav3 1.6.1",
+   "variant": "2 rounds, DFlash2, thinking off",
+   "decode": 138.6,
+   "quote": null,
+   "prefill": null,
+   "vram": null,
+   "error": ""
+  },
+  {
+   "model": "exl3-qwen3.8-27b-dflash2-162",
+   "engine": "exllamav3 1.6.2",
+   "variant": "2 rounds, DFlash2, thinking off",
+   "decode": 140.1,
+   "quote": null,
+   "prefill": null,
+   "vram": null,
+   "error": ""
+  },
+  {
+   "model": "strata020-gyro-s-mtp-test",
+   "engine": "Strata 0.2.0-beta",
+   "variant": "Gyro-S + MTP, code prompt",
+   "decode": 118.6,
+   "quote": null,
+   "prefill": 2550.9,
+   "vram": 23862,
+   "error": ""
+  },
+  {
+   "model": "strata44-flash-next-pcie",
+   "engine": "Strata 0.2.0-beta",
+   "variant": "IQ3_S + MTP, code prompt",
+   "decode": 35.4,
+   "quote": null,
+   "prefill": 2645.4,
+   "vram": 23868,
+   "error": ""
+  },
+  {
+   "model": "strata44-flash-next-pcie",
+   "engine": "Strata 0.1.45",
+   "variant": "IQ3_S + MTP, code prompt",
+   "decode": 29.4,
+   "quote": null,
+   "prefill": 2597.8,
+   "vram": 23874,
+   "error": ""
+  },
+  {
+   "model": "strata020-gyro-s-mtp-test",
+   "engine": "Strata 0.2.2",
+   "variant": "Gyro-S + MTP, code prompt",
+   "decode": 144.1,
+   "quote": null,
+   "prefill": 2545.7,
+   "vram": 23862,
+   "error": ""
+  },
+  {
+   "model": "strata020-gyro-s-mtp-test",
+   "engine": "Strata 0.2.0-beta",
+   "variant": "Gyro-S + MTP, code prompt, same-day control",
+   "decode": 121.6,
+   "quote": null,
+   "prefill": 2539.8,
+   "vram": 23862,
+   "error": ""
+  }
+ ],
+ "tests": [
+  {
+   "id": "t4",
+   "number": "4",
+   "name": "Ticket fixes in Rust",
+   "kind": "agentic",
+   "what": "Fix three tickets in a known-good Rust MCP server.",
+   "graded": "Hidden black-box checks run against the built server, plus its 155 existing tests; a claim of 'done' that fails the checks is counted."
+  },
+  {
+   "id": "t7",
+   "number": "7",
+   "name": "The labyrinth",
+   "kind": "agentic",
+   "what": "Write a seeded generator for a three-floor labyrinth meeting ten rules.",
+   "graded": "Ten unseen seeds, each in its own container, must give ten different mazes that pass the checker; walkability and honest notes are judged by hand."
+  },
+  {
+   "id": "t8",
+   "number": "8",
+   "name": "Pagoda and orrery as agent tasks",
+   "kind": "agentic",
+   "what": "Tests 5 and 6 solved by an agent with a sealed browser.",
+   "graded": "Same rubrics as tests 5 and 6, from offline renders of the file the agent leaves; two-hour cap."
+  }
+ ],
+ "timeline": [
+  {
+   "date": "2026-10-08",
+   "era": "Engines",
+   "title": "GLM-5.3-Flash runs on Maya",
+   "what": "Two engine patches lift decode from 4 to 19 tok/s; tests 1 and 2 both pass.",
+   "why": "Can a large model work on one card?"
+  },
+  {
+   "date": "2026-10-09",
+   "era": "Harness",
+   "title": "Maker sampling and a loop guard",
+   "what": "Entries serve the maker's recommended sampling, and the agent stops when it repeats itself.",
+   "why": "Loops had ruined several runs."
+  },
+  {
+   "date": "2026-10-10",
+   "era": "Harness",
+   "title": "Graders audited, all old runs regraded",
+   "what": "125 archived runs rechecked; four test-1 verdicts changed and some test counts were corrected.",
+   "why": "Old and new scores must compare."
+  },
+  {
+   "date": "2026-10-11",
+   "era": "Engines",
+   "title": "Old PCIe share doubles Flash-Next on Strata",
+   "what": "Restoring the old PCIe share lifts long-answer decode from 48 to 95 tok/s.",
+   "why": "A newer default had halved speed."
+  },
+  {
+   "date": "2026-10-11",
+   "era": "Tests",
+   "title": "Test 4: ticket fixes in Rust",
+   "what": "Tiel Coder fixed three tickets, three runs each, on a crate with 155 passing tests.",
+   "why": "Tests 1 and 2 never touch existing code."
+  },
+  {
+   "date": "2026-10-13",
+   "era": "Engines",
+   "title": "Engine shoot-out on Qwen3.8-27B",
+   "what": "TensorFold, exllamav3 and llama.cpp compared with and without drafting on one 3090.",
+   "why": "Pick the fastest stack for the daily model."
+  },
+  {
+   "date": "2026-10-14",
+   "era": "Tests",
+   "title": "Tests 7 and 8 added",
+   "what": "Test 7 is a seeded labyrinth generator; test 8 gives the pagoda and orrery to an agent.",
+   "why": "Measure design work, not only code."
+  },
+  {
+   "date": "2026-10-14",
+   "era": "Harness",
+   "title": "Agent window margin changed",
+   "what": "At 150k served, the agent now compacts at 89,328 tokens (60%), up from 71,000 (47%).",
+   "why": "Fewer compactions, longer runs."
+  },
+  {
+   "date": "2026-10-14",
+   "era": "Engines",
+   "title": "Night search for speed at 141k context",
+   "what": "Four stacks timed on code at 141k tokens; Gemma-4-26B-A4B kept 123 tok/s.",
+   "why": "Find what stays fast with a long history."
+  },
+  {
+   "date": "2026-10-15",
+   "era": "Release",
+   "title": "Public model-research update; LFM2.5 and Saluki tested",
+   "what": "LFM2.5-24B (five quants) and a 2-bit Qwen3.8-27B tune went through tests 1 and 2.",
+   "why": "Check small and very low-bit models."
+  },
+  {
+   "date": "2026-10-16",
+   "era": "Engines",
+   "title": "Strata 0.1.44.1, Maya 1.1.11, exllamav3 1.6.2",
+   "what": "Strata cut load time and doubled decode in the A/B; Maya fixed split digits; exllamav3 matched.",
+   "why": "Re-measure each engine before changing defaults."
+  },
+  {
+   "date": "2026-10-17",
+   "era": "Tests",
+   "title": "First graded test 8 batches",
+   "what": "Six models that drew blank one-shot pagodas scored 7 to 10 as agents.",
+   "why": "Show what tools and a browser add."
+  },
+  {
+   "date": "2026-10-18",
+   "era": "Engines",
+   "title": "llama.cpp 0.7.0 replaces 0.6.0 in the router",
+   "what": "Version 0.7.0 adds a GPU cache for experts and an option to keep all experts in RAM.",
+   "why": "Big mixture models need that cache."
+  },
+  {
+   "date": "2026-10-20",
+   "era": "Engines",
+   "title": "Gyro-S quant on Strata 0.2",
+   "what": "A 1-bit-class Flash-Next quant with an MTP draft decodes 119 tok/s and passes test 2 in 24 minutes.",
+   "why": "Long agent runs at 20 tok/s are too slow."
+  },
+  {
+   "date": "2026-10-22",
+   "era": "Flash-Next",
+   "title": "Expert cache, Strata 0.2.2, Flint and tqLLM",
+   "what": "Flash-Next sped up on llama.cpp and Strata; a new MoE and a new engine were tried.",
+   "why": "Make the 125B model usable on one card."
+  }
+ ],
+ "findings": [
+  {
+   "date": "2026-10-22",
+   "title": "Strata 0.2.2 is 17% faster than 0.2.0",
+   "kind": "engine",
+   "summary": "Same-day control on the Gyro-S build with an MTP draft: code decode rose from 121.6 to 144.1 tok/s, prose from 106.4 to 123.4.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Decode, code",
+     "before": 121.6,
+     "after": 144.1,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, prose",
+     "before": 106.4,
+     "after": 123.4,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, JSON",
+     "before": 135.2,
+     "after": 157.7,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Tool call and needle probes passed on both builds.",
+   "caveat": "One load per engine; no agent run on 0.2.2 yet."
+  },
+  {
+   "date": "2026-10-22",
+   "title": "Flint: a 40B coding MoE fits the card",
+   "kind": "model",
+   "summary": "Flint (39.8B total, about 2.5B active, Apache-2.0) at Q3_K_XL runs entirely on the GPU at 262k context with q8 KV.",
+   "settings": "-c 262144 -ctk q8_0 -ctv q8_0 -b 2048 -ub 2048 -fit off",
+   "metrics": [
+    {
+     "label": "Decode, short prompt",
+     "before": null,
+     "after": 128.7,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, 11.7k deep",
+     "before": null,
+     "after": 106.4,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Prefill, 11.7k",
+     "before": null,
+     "after": 5357,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, Q4_K_XL, 15 expert layers in RAM",
+     "before": null,
+     "after": 81.4,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Not graded: no test has been run, and its one-shots are ungraded.",
+   "caveat": "Needs llama.cpp b11803 or newer; f16 KV does not fit. Q4_K_XL slows from 81 to 64 tok/s as more experts move to RAM."
+  },
+  {
+   "date": "2026-10-22",
+   "title": "tqLLM serves Flash-Next fast but not for agents",
+   "kind": "engine",
+   "summary": "tqLLM 1.2.3 loaded the Flash-Next IQ3_S GGUF and decoded faster than llama.cpp on short benchmarks, but long prompts and several sessions failed.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Decode, 32k window, code",
+     "before": null,
+     "after": 101.7,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, llama.cpp control, code",
+     "before": null,
+     "after": 40.3,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Multi-session probe, 32k window",
+     "before": null,
+     "after": 3,
+     "unit": "of 11"
+    },
+    {
+     "label": "Multi-session probe, llama.cpp",
+     "before": null,
+     "after": 11,
+     "unit": "of 11"
+    }
+   ],
+   "quality": "Tool calls and a 30k needle passed at 32k; the 262k arm answered long prompts with HTTP 500.",
+   "caveat": "Short outputs with thinking off flatter the speed; the best 262k arm streamed 54 tok/s and passed 4 of 11 sessions. First load took 23 minutes cold."
+  },
+  {
+   "date": "2026-10-21",
+   "title": "Stock SGLang now serves Flash-Next to 11 of 11 sessions",
+   "kind": "engine",
+   "summary": "Three stock SGLang builds of Flash-Next, 204,800 context and two slots, all passed the multi-session probe and needles at 100k, 150k and 190k.",
+   "settings": "fp8 weights; fp8 or 8-bit KV",
+   "metrics": [
+    {
+     "label": "Decode, v3 fp8",
+     "before": null,
+     "after": 24.1,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, v3 with 8-bit KV",
+     "before": null,
+     "after": 24.6,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, plain fp8",
+     "before": null,
+     "after": 25.1,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Needles found at 100k, 150k and 190k; prefill about 2,600 tok/s.",
+   "caveat": "The phased build was dropped; no agent test was run on these builds in this round."
+  },
+  {
+   "date": "2026-10-20",
+   "title": "Ornith-1.5-122B reaches 16 tok/s on one card",
+   "kind": "model",
+   "summary": "A 122B Qwen3.5 mixture (8 of 256 experts per token) at UD-Q4_K_XL with 262k context and q8 KV, sweeping how many expert layers stay on the CPU.",
+   "settings": "-ngl 99 --n-cpu-moe 40 to 44, -ctk q8_0 -ctv q8_0",
+   "metrics": [
+    {
+     "label": "Decode, 42 layers on CPU",
+     "before": null,
+     "after": 13.7,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, 40 layers on CPU",
+     "before": null,
+     "after": 16.3,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, 44 layers with MTP n=2",
+     "before": null,
+     "after": 16.7,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Deep-prompt decode 15.8 tok/s at 40 layers; larger batches lift prefill from 118 to 392 tok/s.",
+   "caveat": "Not graded: one-shots ran at about 15 tok/s but were not scored, and no test has been run."
+  },
+  {
+   "date": "2026-10-20",
+   "title": "Gyro-S + MTP: a competent 24-minute test-2 run",
+   "kind": "model",
+   "summary": "Flash-Next in Gyro-S (TQ1_0) on Strata 0.2.0-beta with an MTP draft decodes 119 tok/s on code, passes test 2 in full and scores 9 of 10 on the agent pagoda.",
+   "settings": "262k context, int8 KV, MTP draft",
+   "metrics": [
+    {
+     "label": "Decode, code, Gyro-S",
+     "before": 35.4,
+     "after": 118.6,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Load time",
+     "before": 67.4,
+     "after": 23.4,
+     "unit": "s"
+    }
+   ],
+   "quality": "Test 2: 6 tools, 108 tests, none failing; tool call, needles at 16k and 64k and the test-1 smoke all passed.",
+   "caveat": "One run. The comparison arm is the IQ3_S quant on the same engine; Strata 0.2.0 was in beta."
+  },
+  {
+   "date": "2026-10-17",
+   "title": "Tools and a browser rescue blank pagodas",
+   "kind": "method",
+   "summary": "Six models whose one-shot pagoda was blank scored 7 to 10 once they ran as agents with a sealed browser.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Mean pagoda score, one-shot",
+     "before": null,
+     "after": 0,
+     "unit": "of 10"
+    },
+    {
+     "label": "Mean pagoda score, agent",
+     "before": null,
+     "after": 8.3,
+     "unit": "of 10"
+    }
+   ],
+   "quality": "Same rubric and offline renders for both; the six are Coder 390, ThinkingCap, Orcarouter, Abliterated s1.5, Cyber and Cyber Q5.",
+   "caveat": "One agent run per model; orrery results are mixed (0 to 10) and some test-8 runs are not graded yet."
+  },
+  {
+   "date": "2026-10-16",
+   "title": "Maya 1.1.11 fixes split digits and speeds up",
+   "kind": "engine",
+   "summary": "On the same GLM-5.3-Flash pack, Maya 1.1.11 copied all 12 digit strings exactly and found both needles; 1.0.4 split one string and found one needle.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Decode",
+     "before": 14.6,
+     "after": 17.0,
+     "unit": "tok/s"
+    },
+    {
+     "label": "First token",
+     "before": 92.4,
+     "after": 18.3,
+     "unit": "s"
+    },
+    {
+     "label": "Exact digit strings",
+     "before": 9,
+     "after": 12,
+     "unit": "of 12"
+    }
+   ],
+   "quality": "Maya-S and Maya-M on 1.1.13 also scored 12 of 12 with both needles.",
+   "caveat": "Two rounds per version."
+  },
+  {
+   "date": "2026-10-16",
+   "title": "exllamav3 1.6.2 matches 1.6.1",
+   "kind": "engine",
+   "summary": "The DFlash2 build of Qwen3.8-27B on exllamav3 1.6.2 decodes as fast as on 1.6.1 and finds the needle at 128k, 112k and 94k.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Decode",
+     "before": 138.6,
+     "after": 140.1,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Needle 48213-KESTREL found at all three windows.",
+   "caveat": "Two rounds each; the difference is within noise."
+  },
+  {
+   "date": "2026-10-15",
+   "title": "Saluki: a 2-bit Qwen3.8-27B that still calls tools",
+   "kind": "model",
+   "summary": "A 2-bit tune of Qwen3.8-27B (7.9 GB) passed test 1 with 72 tests and part-passed test 2, with 17 tools.",
+   "settings": "262k context, q8_0 KV, thinking on",
+   "metrics": [
+    {
+     "label": "Test 1, tests passing",
+     "before": null,
+     "after": 72,
+     "unit": "tests"
+    },
+    {
+     "label": "Test 2, tests passing",
+     "before": null,
+     "after": 47,
+     "unit": "tests"
+    },
+    {
+     "label": "Decode, test 1",
+     "before": null,
+     "after": 25.3,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Graded by the standard test 1 and test 2 graders.",
+   "caveat": "Test 2 was partial (166 minutes at 22.0 tok/s); one run each."
+  },
+  {
+   "date": "2026-10-15",
+   "title": "LFM2.5-24B is fast but passes no test 2",
+   "kind": "model",
+   "summary": "Five quants of LFM2.5-24B decoded at 125 to 176 tok/s on test 1 and passed it in three of five; none passed test 2.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Test 2 passes",
+     "before": null,
+     "after": 0,
+     "unit": "of 5"
+    },
+    {
+     "label": "Decode, test 1, slowest quant",
+     "before": null,
+     "after": 125.5,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, test 1, fastest quant",
+     "before": null,
+     "after": 176.2,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Graded by the standard graders; test-2 servers had 0 to 3 tools.",
+   "caveat": "Test-1 runs were often two minutes long, so the test counts are small."
+  },
+  {
+   "date": "2026-10-15",
+   "title": "Strata 0.1.44.1 doubles decode",
+   "kind": "engine",
+   "summary": "Flash-Next on Strata, two rounds each: 0.1.44.1 loaded in a mean 60 s against 214 s, and decoded 44.9 tok/s against 18.3.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Decode",
+     "before": 18.3,
+     "after": 44.9,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Load time",
+     "before": 214,
+     "after": 60,
+     "unit": "s"
+    }
+   ],
+   "quality": "Same prompts and engine settings in all rounds.",
+   "caveat": "The first 0.1.42 round was cold; its warm round decoded 23.5 tok/s, so the true gain is nearer 1.9 times. Load time: 60 s against 214 s on the round mean, but the warm 0.1.42 round loaded in 41.5 s."
+  },
+  {
+   "date": "2026-10-14",
+   "title": "Thinking models fail the one-shot pagoda",
+   "kind": "method",
+   "summary": "Qwen3.8-27B on vLLM with thinking on ran out of length in seven tries; with thinking off the three pages were blank.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Tries that finished",
+     "before": null,
+     "after": 0,
+     "unit": "of 7"
+    }
+   ],
+   "quality": "Identical blank pages in the thinking-off tries.",
+   "caveat": "Other stacks also scored 0 on some tries: Tiel Coder one of five, Gemma-4-26B-A4B one of five, exllamav3 MTP five of six."
+  },
+  {
+   "date": "2026-10-14",
+   "title": "Speed at 141k context",
+   "kind": "tuning",
+   "summary": "Four stacks timed on code with a 141k-token history: Gemma-4-26B-A4B with an MTP draft stays fastest, though it loses the most (54 %).",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Gemma-4-26B-A4B, MTP",
+     "before": 266.9,
+     "after": 123.1,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Tiel Coder IQ4_XS",
+     "before": 148.8,
+     "after": 98.0,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Qwen3.8-27B vLLM",
+     "before": 126.9,
+     "after": 85.0,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Qwen3.8-27B exllamav3 + MTP",
+     "before": 115.2,
+     "after": 71.7,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Needle found at 141k by all four.",
+   "caveat": "Prefill at that depth: 2,094, 2,046, 739 and about 650 tok/s."
+  },
+  {
+   "date": "2026-10-13",
+   "title": "Engine shoot-out on Qwen3.8-27B",
+   "kind": "engine",
+   "summary": "Drafting lifts decode from 42 tok/s to 95 to 170 tok/s on code; TensorFold with DFlash2 is fastest but holds the smallest window.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "TensorFold + DFlash2, code",
+     "before": 28,
+     "after": 170,
+     "unit": "tok/s"
+    },
+    {
+     "label": "exllamav3 + DFlash2, code",
+     "before": 42,
+     "after": 158,
+     "unit": "tok/s"
+    },
+    {
+     "label": "exllamav3 + MTP, code",
+     "before": 42,
+     "after": 116,
+     "unit": "tok/s"
+    },
+    {
+     "label": "llama.cpp + MTP, code",
+     "before": 42,
+     "after": 93,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "At temperature 0 drafting changed 7 of 15 exllamav3 DFlash2 replies, 10 of 15 with MTP, 4 of 15 on llama.cpp and none on TensorFold.",
+   "caveat": "The window with an 8-bit cache is 98k (exllamav3 DFlash2), 131k (MTP) and 43 to 73k (TensorFold). Baselines are each engine without drafting."
+  },
+  {
+   "date": "2026-10-11",
+   "title": "Test 4: Tiel Coder fixes 9 of 9 tickets",
+   "kind": "test",
+   "summary": "Three tickets in a known-good Rust crate, three runs each: every run passed all hidden checks with no regressions and no false 'done'.",
+   "settings": "262k window, f16 KV",
+   "metrics": [
+    {
+     "label": "Hidden checks passed",
+     "before": null,
+     "after": 84,
+     "unit": "of 84"
+    },
+    {
+     "label": "Fastest run",
+     "before": null,
+     "after": 2,
+     "unit": "min"
+    }
+   ],
+   "quality": "Hidden black-box checks (4, 11 and 13 per ticket) plus the crate's 155 tests; runs finished with 156 to 168 passing tests.",
+   "caveat": "One model only; the slowest run took 42 minutes."
+  },
+  {
+   "date": "2026-10-11",
+   "title": "Old PCIe share doubles Flash-Next on Strata 0.1.42",
+   "kind": "engine",
+   "summary": "Setting the old PCIe share on Strata 0.1.42 raised long-answer decode from 48 to 95 tok/s and big-prompt reads from 1,177 to 1,983 tok/s.",
+   "settings": "STRATA_PCIE_FRAC_DEFAULT=old",
+   "metrics": [
+    {
+     "label": "Decode, long answers",
+     "before": 48.0,
+     "after": 95.2,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Big-prompt read",
+     "before": 1176.9,
+     "after": 1982.7,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Test 2 run",
+     "before": 19.2,
+     "after": 30.1,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Test 1 run",
+     "before": 16.8,
+     "after": 33.8,
+     "unit": "tok/s"
+    }
+   ],
+   "quality": "Test 1 passed in 51 minutes instead of 94; test 2 passed with 77 tests in 61 minutes instead of 98 (72 tests).",
+   "caveat": "Two probe rounds per variant; one agent run each."
+  },
+  {
+   "date": "2026-10-10",
+   "title": "Grader audit changes four test-1 verdicts",
+   "kind": "method",
+   "summary": "All 125 archived test-1 and test-2 runs were regraded after fixing the graders; four test-1 verdicts changed.",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Runs regraded",
+     "before": null,
+     "after": 125,
+     "unit": "runs"
+    },
+    {
+     "label": "Verdicts changed",
+     "before": null,
+     "after": 4,
+     "unit": "runs"
+    }
+   ],
+   "quality": "Changes: Bonsai ada fail to pass, a Flash-Next row and a Qwen3.8 row partial to pass, Devstral Small 2 pass to partial.",
+   "caveat": "Twelve other rows had test counts corrected; six rows lost a no-crash tick."
+  },
+  {
+   "date": "2026-10-08",
+   "title": "Maya patches take GLM-5.3-Flash to 19 tok/s",
+   "kind": "engine",
+   "summary": "Two engine patches lifted decode from 3.95 to 18.7 tok/s; the model then passed test 1 (44 tests) and test 2 (7 tools, 66 tests, 322 minutes).",
+   "settings": null,
+   "metrics": [
+    {
+     "label": "Decode",
+     "before": 3.95,
+     "after": 18.7,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Test 2, tests passing",
+     "before": null,
+     "after": 66,
+     "unit": "tests"
+    }
+   ],
+   "quality": "Standard graders; both tests passed.",
+   "caveat": "Decode figures come from the run log, not a result file. A 1-bit variant failed both tests."
+  }
+ ],
+ "amend": [
+  {
+   "date": "2026-10-22",
+   "title": "An expert cache doubles Flash-Next on one 3090",
+   "note": "The 13 to 24 tok/s for orca is the best arm of the sweep. With the shipped config the streamed figure is about 19 tok/s (25 to 37 raw).",
+   "extra_metrics": [
+    {
+     "label": "Decode, heretic2 (streamed)",
+     "before": 12.3,
+     "after": 17.6,
+     "unit": "tok/s"
+    },
+    {
+     "label": "Decode, unpruned IQ3_S",
+     "before": 13.8,
+     "after": 22.0,
+     "unit": "tok/s"
+    }
+   ],
+   "caveat_add": "The tqLLM control run measured the same GGUF at about 40 tok/s on short outputs; that measure is higher than the streamed one."
+  }
+ ],
+ "picks": {
+  "overall": [
+   {
+    "role": "Smartest",
+    "model": "flashnext",
+    "change": "tradeoff text only",
+    "tradeoff": "Slower than the 27B stacks. The earlier build crashed under several sessions; the current stock builds served 11 of 11 sessions at about 25 tok/s on 2026-10-21, though no agent test has been rerun on them.",
+    "evidence": [
+     "findings.stock-sglang"
+    ]
+   },
+   {
+    "role": "Fastest competent",
+    "model": "qwen3.8-27b-vllm",
+    "change": "none",
+    "tradeoff": "Gyro-S + MTP on Strata decodes 119 tok/s with a full test-2 pass in 24 minutes, but it is one run and Strata 0.2 is in beta.",
+    "evidence": [
+     "runs_new.t2-gyro-s-mtp-r1"
+    ]
+   }
+  ],
+  "uncensored": [],
+  "best_per_test": [
+   {
+    "test": "4",
+    "model": "lcpp6-tiel-coder-35b-q4kxl",
+    "evidence": "9 of 9 tickets, 84 of 84 hidden checks (only model tested)"
+   },
+   {
+    "test": "5",
+    "model": "lcpp6-tiel-coder-35b-t06 and qwen3.8-27b-uncensored-vllm / Orcarouter (agent)",
+    "evidence": "orrery 10 of 10"
+   },
+   {
+    "test": "6",
+    "model": "lcpp6-tiel-coder-35b-t06, and as an agent qwen3.8-27b-uncensored-vllm and Coder 390",
+    "evidence": "pagoda 10 of 10"
+   }
+  ],
+  "daily_drivers": {
+   "as_of": "2026-10-14",
+   "slots": [
+    "qwen3.8-27b-vllm (default)",
+    "orcasaq2-cyber-27b",
+    "maya-glm-5.3-flash",
+    "lcpp6-orcarouter-fn-uncensored",
+    "lcpp6-tiel-coder-35b-t06",
+    "gemma-4-26b-a4b"
+   ],
+   "note": "Later changes are not visible in the files read."
+  }
+ },
+ "schema": "history/1",
+ "generated_from": "private bake-off tree, 2026-10-07 to 2026-10-22"
+}
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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diff --git a/site/frames/agent-orrery/t8-orrery-orcasaq2-r1/frame-6000.webp b/site/frames/agent-orrery/t8-orrery-orcasaq2-r1/frame-6000.webp
new file mode 100644
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new file mode 100644
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diff --git a/site/frames/agent-pagoda/t8-pagoda-abl15-r1/frame-5000.webp b/site/frames/agent-pagoda/t8-pagoda-abl15-r1/frame-5000.webp
new file mode 100644
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diff --git a/site/frames/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/frame-1500.webp b/site/frames/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/frame-1500.webp
new file mode 100644
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new file mode 100644
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diff --git a/site/index.html b/site/index.html
index 21fddec..24e9fce 100644
--- a/site/index.html
+++ b/site/index.html
@@ -23,6 +23,7 @@
     <a href="#test3">Test 3</a>
     <a href="#ab">Engines</a>
     <a href="#oneshots">Gallery</a>
+    <a href="#agent">Agent</a>
     <a href="#findings">Findings</a>
     <a href="#timeline">Timeline</a>
     <a href="#caveats">Caveats</a>
@@ -34,7 +35,7 @@ <h1 id="title">The Bake-off</h1>
       <p class="tagline" id="tagline"></p>
       <dl class="hero-stats" id="hero-stats" aria-label="Headline counts"></dl>
       <p class="generated" id="generated"></p>
-      <p class="hero-note">The orrery is drawn from the data: the GPU is the sun, every model is a planet in its family's band, orbit speed is the best tokens per second that model ever reached, size is how often it ran, and a halo means it passed test 2, the MCP server. Dashed rings mark uncensored models.</p>
+      <ul class="hero-key" id="hero-key" aria-label="How to read the orrery"></ul>
     </div>
     <figure class="hero-art">
       <div id="orrery" class="orrery-mount"></div>
@@ -48,20 +49,17 @@ <h1 id="title">The Bake-off</h1>
 <main id="main">
 
 <section id="machine" class="chapter" aria-labelledby="h-machine">
-  <div class="chapter-head"><span class="num">01</span><h2 id="h-machine">One machine</h2>
-  <p class="lede">Everything here ran on a single home workstation, one model at a time. That is the whole point: not what a cluster can do, but what fits in one consumer graphics card and how fast it goes.</p></div>
+  <div class="chapter-head"><span class="num">01</span><h2 id="h-machine">One machine</h2></div>
   <dl class="spec-plate" id="hardware"></dl>
 </section>
 
 <section id="tests" class="chapter" aria-labelledby="h-tests">
-  <div class="chapter-head"><span class="num">02</span><h2 id="h-tests">The tests</h2>
-  <p class="lede">Every test gives the agent one task and no guidance, inside a locked-down container that can reach only the model server and a replay of a real Home Assistant installation. The result is graded by running it, never by reading it.</p></div>
+  <div class="chapter-head"><span class="num">02</span><h2 id="h-tests">The tests</h2></div>
   <div class="test-cards" id="test-cards"></div>
 </section>
 
 <section id="picks" class="chapter" aria-labelledby="h-picks">
-  <div class="chapter-head"><span class="num">03</span><h2 id="h-picks">Who wins, today</h2>
-  <p class="lede">"Competent" means the model built an MCP server a real client could connect to and call. "Smartest" weighs how much working server and how many passing tests it produced. These picks move as results come in; the trade-off line is as important as the verdict.</p></div>
+  <div class="chapter-head"><span class="num">03</span><h2 id="h-picks">Who wins, today</h2></div>
   <div class="pick-grid">
     <div><h3 class="sub">Overall</h3><div class="pick-cards" id="pick-overall"></div></div>
     <div><h3 class="sub">Uncensored</h3><div class="pick-cards" id="pick-uncensored"></div></div>
@@ -72,7 +70,7 @@ <h3 class="sub">By family</h3>
 
 <section id="runs" class="chapter" aria-labelledby="h-runs">
   <div class="chapter-head"><span class="num">04</span><h2 id="h-runs">The speed ladder</h2>
-  <p class="lede">Every agent run, on a log scale of tokens per second averaged over the whole run (output and reasoning tokens over wall time, including tool calls and compaction). Colour and glyph are the verdict: a filled circle passed, a half circle is partial, an empty circle failed. One row is one run, and one run is one sample.</p></div>
+  <p class="lede">Tokens per second over the whole run, log scale.</p></div>
   <form class="filters" id="run-filters" aria-label="Filter runs">
     <label>Test <select name="test" id="f-test"></select></label>
     <label>Family <select name="family" id="f-family"></select></label>
@@ -94,32 +92,35 @@ <h3 class="sub">By family</h3>
 
 <section id="struggle" class="chapter" aria-labelledby="h-struggle">
   <div class="chapter-head"><span class="num">05</span><h2 id="h-struggle">Fighting the compiler</h2>
-  <p class="lede">The Rust MCP server task leaves a trail of builds in the transcript. Counting the compiler's own error tallies per thousand lines of final code separates models that write clean code from models that brute-force their way past rustc. A model can pass while fighting hard, so this is a second axis, not a grade.</p></div>
+  <p class="lede">Test 2, Rust: compiler errors per thousand lines shipped.</p></div>
   <div id="struggle-chart" class="chart"></div>
   <div id="struggle-summary" class="stat-row"></div>
 </section>
 
 <section id="test3" class="chapter" aria-labelledby="h-test3">
   <div class="chapter-head"><span class="num">06</span><h2 id="h-test3">Using a server, and fixing one</h2>
-  <p class="lede">Building a tool and using one are different skills. Here the agent must extract facts about the recorded house through a subagent whose only tools are an MCP server's, check them against the REST API, and decide whether to trust the server. The G flavour uses a known-good server; the O flavour uses the model's own. Facts are shown as pips, the rubric as a bar.</p></div>
+  <p class="lede" id="test3-lede"></p></div>
   <div id="test3-groups" class="t3-list"></div>
-  <button type="button" class="more" id="test3-more" hidden></button>
 </section>
 
 <section id="ab" class="chapter" aria-labelledby="h-ab">
   <div class="chapter-head"><span class="num">07</span><h2 id="h-ab">Same weights, different engine</h2>
-  <p class="lede">A/B speed probes of the same model on different engine builds and speculative-decoding variants, decode tokens per second. The engine often matters as much as the model, and some combinations simply fail to load.</p></div>
+  <p class="lede">Decode tokens per second; ×n is the gain between engines.</p></div>
   <ul class="ab-legend" id="ab-legend" aria-label="Engines"></ul>
   <div id="ab-groups" class="ab-list"></div>
 </section>
 
 <section id="oneshots" class="chapter" aria-labelledby="h-oneshots">
   <div class="chapter-head"><span class="num">08</span><h2 id="h-oneshots">The gallery</h2>
-  <p class="lede">One reply, no tools, one creative-coding prompt. The replies were rendered offline in a container with no network and graded on five points of 0 to 2. The frames on the cards are those offline renders at increasing times. Where the reply produced a file, "Play live" runs the model's own file, unedited, inside a sandboxed frame. A blank card means the reply spent its whole token budget thinking and never produced a file.</p>
-  <p class="live-line" id="oneshot-live" hidden></p></div>
+  <p class="lede">Offline renders; Play live runs the model's own file.</p></div>
   <div class="set-row" id="oneshot-sets"></div>
-  <form class="filters" id="oneshot-filters" aria-label="Filter one-shots">
-    <label>Test <select name="test" id="o-test"></select></label>
+  <div id="agent" class="pairs-block" aria-labelledby="h-agent">
+    <h3 class="sub" id="h-agent">One shot → agent</h3>
+    <p class="lede" id="pairs-lede"></p>
+    <div class="pairs-grid" id="pairs"></div>
+  </div>
+  <form class="filters" id="oneshot-filters" aria-label="Filter the gallery">
+    <label>Set <select name="set" id="o-test"></select></label>
     <label>Sort <select name="sort" id="o-sort"><option value="score">best score</option><option value="speed">fastest</option><option value="model">by model</option><option value="newest">newest case</option></select></label>
     <label class="grow">Search <input type="search" name="q" id="o-q" placeholder="model or note"></label>
     <output id="o-count" class="count" aria-live="polite"></output>
@@ -128,36 +129,22 @@ <h3 class="sub">By family</h3>
 </section>
 
 <section id="findings" class="chapter" aria-labelledby="h-findings">
-  <div class="chapter-head"><span class="num">09</span><h2 id="h-findings">Findings</h2>
-  <p class="lede">Headline discoveries, newest first, with the before and after numbers that back them.</p></div>
+  <div class="chapter-head"><span class="num">09</span><h2 id="h-findings">Findings</h2></div>
   <div id="findings-list" class="findings"></div>
 </section>
 
 <section id="timeline" class="chapter" aria-labelledby="h-timeline">
-  <div class="chapter-head"><span class="num">10</span><h2 id="h-timeline">How the work evolved</h2>
-  <p class="lede">The harness, prompts, grading and engines changed as we learned. Each step says what changed and why, which is also why rows from different eras are not directly comparable.</p></div>
+  <div class="chapter-head"><span class="num">10</span><h2 id="h-timeline">How the work evolved</h2></div>
   <ol id="timeline-list" class="river"></ol>
 </section>
 
-<section id="log" class="chapter" aria-labelledby="h-log">
-  <div class="chapter-head"><span class="num">11</span><h2 id="h-log">Lab notebook</h2>
-  <p class="lede">The most recent entries from the running log: queues, grading, harness fixes and small findings, in the operator's own words.</p></div>
-  <ul class="kind-row" id="event-kinds" aria-label="Filter log entries by kind"></ul>
-  <div id="events-list" class="events"></div>
-</section>
-
-<section id="caveats" class="chapter" aria-labelledby="h-caveats">
-  <div class="chapter-head"><span class="num">12</span><h2 id="h-caveats">Read this before quoting a number</h2>
-  <p class="lede">Honest limits of the method. They apply to every chart above.</p></div>
-  <ol id="caveat-list" class="caveats"></ol>
-</section>
-
 </main>
 
 <footer class="foot">
-  <p>Built from <code>data/bakeoff.json</code>. The page is only a renderer: new runs, models and findings appear here when that file changes.</p>
+  <p class="method">Method: one task per test, no guidance, a sealed container that reaches only the model server and a recorded Home Assistant; graded by running the result, never by reading it.</p>
+  <details id="caveats" class="caveats-wrap"><summary id="caveats-summary">Caveats</summary><ol id="caveat-list" class="caveats"></ol></details>
   <ul id="links" class="links"></ul>
-  <p class="small">The page itself loads no script, font or image from anywhere but this site. Model-written files are never embedded in the page: a one-shot piece runs only when you press "Play live", alone, inside an iframe sandboxed to scripts only (no same-origin access, no navigation, no pop-ups, no forms), served from this site byte for byte, and it is unloaded when the viewer closes. The pagoda pages fetch three.js from cdn.jsdelivr.net and a few of them fetch Google Fonts; that happens inside the sandbox, not on this page.</p>
+  <p class="small">Rendered from <code>data/bakeoff.json</code>; the page loads no script, font or image from anywhere but this site. A model-written piece runs only after you press “Play live”, alone, in an iframe sandboxed to scripts (no same-origin access, navigation, pop-ups or forms), served byte for byte and unloaded when the viewer closes. Pagoda pages fetch three.js from cdn.jsdelivr.net and some fetch Google Fonts, inside that sandbox only.</p>
 </footer>
 </body>
 </html>
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new file mode 100644
index 0000000..e0fd536
--- /dev/null
+++ b/site/live/agent-orrery/t8-orrery-abl15-r1/orrery.svg
@@ -0,0 +1,14 @@
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\ No newline at end of file
diff --git a/site/live/agent-orrery/t8-orrery-coder390-r1/orrery.svg b/site/live/agent-orrery/t8-orrery-coder390-r1/orrery.svg
new file mode 100644
index 0000000..48f74f2
--- /dev/null
+++ b/site/live/agent-orrery/t8-orrery-coder390-r1/orrery.svg
@@ -0,0 +1,193 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="1000" height="1000" viewBox="0 0 1000 1000">
+  <title>Brass clockwork orrery</title>
+  <desc>Six planets orbit a brass sun at true relative periods; each orbit is driven by a brass pinion meshing a fixed ring gear and a stepped sun arbor, and a day/night shadow sweeps each planet as it turns.</desc>
+  <defs>
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+    <linearGradient id="brassG" x1="0" y1="0" x2="1" y2="1"><stop offset="0%" stop-color="#f9e08a"/><stop offset="45%" stop-color="#d9a83c"/><stop offset="100%" stop-color="#8a5d13"/></linearGradient>
+    <linearGradient id="brassD" x1="0" y1="0" x2="1" y2="1"><stop offset="0%" stop-color="#d9ab4b"/><stop offset="50%" stop-color="#a8792a"/><stop offset="100%" stop-color="#6b4a10"/></linearGradient>
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diff --git a/site/live/agent-orrery/t8-orrery-cybertiel-r1/orrery.svg b/site/live/agent-orrery/t8-orrery-cybertiel-r1/orrery.svg
new file mode 100644
index 0000000..63d1e34
--- /dev/null
+++ b/site/live/agent-orrery/t8-orrery-cybertiel-r1/orrery.svg
@@ -0,0 +1,544 @@
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diff --git a/site/live/agent-orrery/t8-orrery-heretic2-r1/orrery.svg b/site/live/agent-orrery/t8-orrery-heretic2-r1/orrery.svg
new file mode 100644
index 0000000..a1a7e9e
--- /dev/null
+++ b/site/live/agent-orrery/t8-orrery-heretic2-r1/orrery.svg
@@ -0,0 +1,241 @@
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new file mode 100644
index 0000000..7336351
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diff --git a/site/live/agent-orrery/t8-orrery-orcasaq2-r1/orrery.svg b/site/live/agent-orrery/t8-orrery-orcasaq2-r1/orrery.svg
new file mode 100644
index 0000000..c6f93a5
--- /dev/null
+++ b/site/live/agent-orrery/t8-orrery-orcasaq2-r1/orrery.svg
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+<desc>An orrery of brass clockwork: the planets orbit the sun at their true relative speeds, driven by a meshing gear train; day and night shadows sweep across each turning planet.</desc>
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+<text x="0" y="-880" text-anchor="middle" font-family="Georgia, 'Times New Roman', serif" font-size="52" letter-spacing="10" fill="#8a6d2f" opacity="0.9">A BRASS CLOCKWORK ORRERY</text>
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+   <circle cx="-9.60" cy="-2.80" r="3.20" fill="#ffffff" opacity="0.30"/>
+   
+  </g>
+ </g>
+<g id="orbit-saturn">
+  <animateTransform attributeName="transform" type="rotate" from="0 500 500" to="-360 500 500" dur="1325.55s" begin="-1251.91s" repeatCount="indefinite"/>
+  <g transform="translate(915.00 500.00)">
+   <ellipse rx="30.40" ry="9.28" transform="rotate(-16)" fill="none" stroke="url(#brassL)" stroke-width="2.2" opacity="0.75" stroke-dasharray="62 200" stroke-dashoffset="124"/>
+   <g>
+    <animateTransform attributeName="transform" type="rotate" from="0" to="360" dur="132.55s" begin="0s" repeatCount="indefinite"/>
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+    <circle r="16.00" fill="url(#body-saturn)" stroke="#1a120a" stroke-width="0.8"/>
+    <ellipse cx="4.80" cy="-1.92" rx="8.80" ry="4.80" transform="rotate(-28 4.80 -1.92)" fill="#0a0a12" opacity="0.25"/>
+<circle cx="-6.72" cy="4.80" r="2.56" fill="#0a0a12" opacity="0.20"/>
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+<circle cx="2.40" cy="6.40" r="1.44" fill="#e8d4a4" opacity="0.30"/>
+   </g>
+   <circle r="16.00" fill="url(#daylight)"/>
+   <circle r="16.00" fill="url(#night)"/>
+   <circle cx="-7.68" cy="-2.24" r="2.56" fill="#ffffff" opacity="0.30"/>
+   <ellipse rx="30.40" ry="9.28" transform="rotate(-16)" fill="none" stroke="#e8d4a4" stroke-width="2.2" opacity="0.9" stroke-dasharray="62 200"/>
+  </g>
+ </g>
+<g id="sun">
+  <circle cx="500" cy="500" r="150" fill="url(#sunGlow)"/>
+  <g transform="translate(500 500)">
+   <g>
+    <animateTransform attributeName="transform" type="rotate" from="0" to="-360" dur="90s" begin="-20s" repeatCount="indefinite"/>
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+    <path d="M 48.35 -3.26 L 63.50 -2.28 L 63.50 2.28 L 48.35 3.26 Z M 44.98 18.04 L 58.20 25.50 L 56.22 29.61 L 42.15 23.92 Z M 32.69 35.77 L 41.37 48.22 L 37.81 51.07 L 27.60 39.83 Z M 13.94 46.41 L 16.35 61.40 L 11.91 62.41 L 7.58 47.86 Z M -7.58 47.86 L -11.91 62.41 L -16.35 61.40 L -13.94 46.41 Z M -27.60 39.83 L -37.81 51.07 L -41.37 48.22 L -32.69 35.77 Z M -42.15 23.92 L -56.22 29.61 L -58.20 25.50 L -44.98 18.04 Z M -48.35 3.26 L -63.50 2.28 L -63.50 -2.28 L -48.35 -3.26 Z M -44.98 -18.04 L -58.20 -25.50 L -56.22 -29.61 L -42.15 -23.92 Z M -32.69 -35.77 L -41.37 -48.22 L -37.81 -51.07 L -27.60 -39.83 Z M -13.94 -46.41 L -16.35 -61.40 L -11.91 -62.41 L -7.58 -47.86 Z M 7.58 -47.86 L 11.91 -62.41 L 16.35 -61.40 L 13.94 -46.41 Z M 27.60 -39.83 L 37.81 -51.07 L 41.37 -48.22 L 32.69 -35.77 Z M 42.15 -23.92 L 56.22 -29.61 L 58.20 -25.50 L 44.98 -18.04 Z M 48.46 0 A 48.46 48.46 0 1 0 -48.46 0 A 48.46 48.46 0 1 0 48.46 0 Z M 44.00 0 A 44.00 44.00 0 1 1 -44.00 0 A 44.00 44.00 0 1 1 44.00 0 Z" fill-rule="evenodd" fill="url(#brassL)" stroke="#241a0b" stroke-width="1"/>
+   </g>
+   <circle r="40" fill="none" stroke="#54401c" stroke-width="3"/>
+   <circle r="40" fill="url(#sunCore)" stroke="#7a4a14" stroke-width="1.5"/>
+   <circle r="7" fill="#fff2c0" opacity="0.9"/>
+   <circle r="7" fill="none" stroke="#b06a1e" stroke-width="1"/>
+  </g>
+ </g>
+<g transform="translate(845.00 130.00)">
+  <g>
+   <animateTransform attributeName="transform" type="rotate" from="0" to="-360" dur="40s" begin="0s" repeatCount="indefinite"/>
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+   <circle r="3" fill="url(#brassR)" stroke="#241a0b" stroke-width="0.8"/>
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+  <circle r="5" fill="url(#brassR)" stroke="#241a0b" stroke-width="1"/>
+  <circle r="1.6" fill="#241a0b"/>
+</g>
+<text x="462.04" y="395.69" text-anchor="middle" font-family="Georgia, serif" font-size="7" letter-spacing="1" fill="#8a6d33" opacity="0.95">MERCURY &#183; 88.0 d</text>
+<text x="444.93" y="348.71" text-anchor="middle" font-family="Georgia, serif" font-size="7" letter-spacing="1" fill="#8a6d33" opacity="0.95">VENUS &#183; 224.7 d</text>
+<text x="427.83" y="301.72" text-anchor="middle" font-family="Georgia, serif" font-size="7" letter-spacing="1" fill="#8a6d33" opacity="0.95">EARTH &#183; 365.3 d</text>
+<text x="407.31" y="245.34" text-anchor="middle" font-family="Georgia, serif" font-size="7" letter-spacing="1" fill="#8a6d33" opacity="0.95">MARS &#183; 687.0 d</text>
+<text x="381.66" y="174.87" text-anchor="middle" font-family="Georgia, serif" font-size="7" letter-spacing="1" fill="#8a6d33" opacity="0.95">JUPITER &#183; 11.86 y</text>
+<text x="352.59" y="94.99" text-anchor="middle" font-family="Georgia, serif" font-size="7" letter-spacing="1" fill="#8a6d33" opacity="0.95">SATURN &#183; 29.46 y</text>
+</svg>
\ No newline at end of file
diff --git a/site/live/agent-pagoda/t8-pagoda-abl15-r1/page.html b/site/live/agent-pagoda/t8-pagoda-abl15-r1/page.html
new file mode 100644
index 0000000..79dcd15
--- /dev/null
+++ b/site/live/agent-pagoda/t8-pagoda-abl15-r1/page.html
@@ -0,0 +1,218 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8">
+<title>Voxel Pagoda — Japanese Garden</title>
+<style>
+  html, body { margin:0; padding:0; height:100%; overflow:hidden; background:#c8e6f5; }
+  canvas { display:block; }
+</style>
+<script type="importmap">
+{ "imports": { "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js" } }
+</script>
+</head>
+<body>
+<script type="module">
+import * as THREE from 'three';
+
+const renderer = new THREE.WebGLRenderer({ antialias:true, preserveDrawingBuffer:true });
+renderer.setPixelRatio(Math.min(window.devicePixelRatio, 2));
+renderer.setSize(window.innerWidth, window.innerHeight);
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFSoftShadowMap;
+document.body.appendChild(renderer.domElement);
+
+const scene = new THREE.Scene();
+scene.background = new THREE.Color(0xcfe7f6);
+scene.fog = new THREE.Fog(0xcfe7f6, 70, 150);
+
+const hemi = new THREE.HemisphereLight(0xd8f0ff, 0x77a05a, 0.85);
+scene.add(hemi);
+
+const sun = new THREE.DirectionalLight(0xfff2d8, 3.1);
+sun.position.set(34, 48, 22);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+sun.shadow.camera.left = -48; sun.shadow.camera.right = 48;
+sun.shadow.camera.top = 48; sun.shadow.camera.bottom = -48;
+sun.shadow.camera.near = 1; sun.shadow.camera.far = 160;
+sun.shadow.bias = -0.0002;
+sun.shadow.normalBias = 0.8;
+try { sun.shadowIntensity = 0.75; } catch (e) {}
+scene.add(sun);
+
+const M = {
+  grass:  new THREE.MeshLambertMaterial({ color:0x6fae5f }),
+  grass2: new THREE.MeshLambertMaterial({ color:0x5f9e51 }),
+  stone:  new THREE.MeshLambertMaterial({ color:0x9aa0a6 }),
+  stone2: new THREE.MeshLambertMaterial({ color:0x84898f }),
+  wood:   new THREE.MeshLambertMaterial({ color:0x7a4a2b }),
+  woodD:  new THREE.MeshLambertMaterial({ color:0x5b3420 }),
+  wall:   new THREE.MeshLambertMaterial({ color:0xe8d3a4 }),
+  roof:   new THREE.MeshLambertMaterial({ color:0x3c4f6e }),
+  roofD:  new THREE.MeshLambertMaterial({ color:0x2c3a52 }),
+  gold:   new THREE.MeshLambertMaterial({ color:0xe8b53a, emissive:0x402e05 }),
+  red:    new THREE.MeshLambertMaterial({ color:0xc0392b }),
+  redD:   new THREE.MeshLambertMaterial({ color:0x96271b }),
+  pink:   new THREE.MeshLambertMaterial({ color:0xf2a2c3 }),
+  pinkL:  new THREE.MeshLambertMaterial({ color:0xfce0ec }),
+  water:  new THREE.MeshLambertMaterial({ color:0x4aa3d8 }),
+  lantern:new THREE.MeshLambertMaterial({ color:0xffd97a, emissive:0x8a6a1a })
+};
+
+const vox = new Map();
+function V(mat, x, y, z, sy = 1) {
+  let a = vox.get(mat);
+  if (!a) { a = []; vox.set(mat, a); }
+  a.push([x, y, z, sy]);
+}
+function box(mat, x0, x1, z0, z1, y, sy = 1) {
+  for (let x = x0; x <= x1; x++) for (let z = z0; z <= z1; z++) V(mat, x, y, z, sy);
+}
+function ring(mat, size, y, cx, cz, sy = 1) {
+  const h = (size - 1) / 2;
+  for (let x = -h; x <= h; x++) for (let z = -h; z <= h; z++) {
+    if (Math.abs(x) === h || Math.abs(z) === h) V(mat, cx + x, y, cz + z, sy);
+  }
+}
+
+for (let x = -26; x <= 26; x++) for (let z = -26; z <= 26; z++) {
+  V(((x + z) & 1) ? M.grass : M.grass2, x, 0.25, z, 0.5);
+}
+
+box(M.stone, -7, 7, -7, 7, 0.55, 1.1);
+box(M.stone2, -6, 6, -6, 6, 1.65, 1.1);
+box(M.stone, -5, 5, -5, 5, 2.75, 1.1);
+box(M.stone2, -3, 3, 6, 8, 0.55, 1.1);
+box(M.stone, -2, 2, 5.6, 5.6, 1.1, 1.1);
+box(M.stone2, -1, 1, 4.5, 4.5, 1.65, 1.1);
+
+const storyW = [9, 8, 7, 6, 5];
+let y = 3.3;
+for (let k = 0; k < 5; k++) {
+  const w = storyW[k];
+  box(M.wall, -(w-1)/2, (w-1)/2, -(w-1)/2, (w-1)/2, y + 0.6, 1.2);
+  box(M.wall, -(w-1)/2, (w-1)/2, -(w-1)/2, (w-1)/2, y + 1.8, 1.2);
+  if (k === 0) { V(M.woodD, 0, y + 0.6, 4.15, 1.2); V(M.woodD, 0, y + 1.8, 4.15, 1.2); }
+  ring(M.wood, w, y + 0.6, 0, 0, 2.4);
+  for (let t = 0; t < 3; t++) {
+    const s = w + 4 - t * 2;
+    ring(t % 2 ? M.roofD : M.roof, s, y + 2.4 + t * 0.7, 0, 0, 0.7);
+  }
+  const c = (w + 4) / 2 - 0.5;
+  for (const [dx, dz] of [[c,c],[-c,c],[c,-c],[-c,-c]]) V(M.roofD, dx, y + 3.4, dz, 0.7);
+  y += 4.4;
+}
+for (let i = 0; i < 5; i++) V(M.gold, 0, y + 0.5 + i, 0);
+for (const [dx, dz] of [[0.5,0.5],[-0.5,0.5],[0.5,-0.5],[-0.5,-0.5]]) V(M.gold, dx, y + 2, dz);
+V(M.gold, 0, y + 1.5, 0.5); V(M.gold, 0, y + 1.5, -0.5);
+V(M.gold, 0.5, y + 1.5, 0); V(M.gold, -0.5, y + 1.5, 0);
+V(M.gold, 0, y + 5.8, 0);
+
+function tree(cx, cz, h) {
+  for (let i = 0; i < h; i++) V(M.wood, cx, 0.8 + i, cz);
+  V(M.woodD, cx + 1, h - 1, cz, 0.6); V(M.woodD, cx - 1, h - 2, cz, 0.6);
+  const cy = h + 1;
+  const blob = [[0,0,0],[1,0,0],[-1,0,0],[0,0,1],[0,0,-1],[2,0,0],[-2,0,0],[0,0,2],[0,0,-2],
+    [0,1,0],[1,1,0],[-1,1,0],[0,1,1],[0,1,-1],[1,1,1],[-1,1,-1],[0,2,0],[1,2,0],[-1,2,0],[0,2,1],[0,2,-1],[0,3,0],[0,3,1],[1,3,0]];
+  for (const [dx,dy,dz] of blob) V((dx+dy+dz) % 2 ? M.pink : M.pinkL, cx+dx, cy+dy, cz+dz);
+}
+tree(11, 6, 6);
+tree(-12, -4, 7);
+tree(12, -10, 5);
+tree(-10, 11, 6);
+
+function pond(cx, cz, rx, rz) {
+  for (let x = -rx; x <= rx; x++) for (let z = -rz; z <= rz; z++) {
+    if (Math.max(Math.abs(x)/rx, Math.abs(z)/rz) <= 1.05) {
+      const shore = Math.max(Math.abs(x)/rx, Math.abs(z)/rz) > 0.82;
+      V(shore ? M.stone2 : M.water, cx + x, 0.25, cz + z, 0.5);
+    }
+  }
+}
+pond(-13, 6, 4, 3);
+
+function lantern(cx, cz) {
+  V(M.stone, cx, 0.7, cz, 0.8); V(M.stone, cx, 1.4, cz, 0.6);
+  V(M.lantern, cx, 2.0, cz, 0.6); V(M.stone2, cx, 2.5, cz, 0.4);
+}
+lantern(4, 7); lantern(-4, 7);
+
+const post = (x0, z) => { for (let i = 0; i < 6; i++) { V(M.red, x0, 0.7 + i, z); V(M.red, x0, 0.7 + i, z + 1); } };
+post(9, 11); post(13, 11);
+for (let x = 8; x <= 14; x++) for (let z = 11; z <= 12; z++) { V(M.redD, x, 6.6, z); V(M.redD, x, 5.4, z); }
+V(M.redD, 7.5, 6.75, 11); V(M.redD, 14.5, 6.75, 11);
+V(M.red, 11, 6.0, 11); V(M.red, 11, 4.8, 11);
+for (let z = 6; z <= 14; z++) { V(M.stone2, 11, 0.28, z, 0.5); }
+for (let z = 8; z <= 14; z++) { V(M.stone2, 10, 0.28, z, 0.5); V(M.stone2, 12, 0.28, z, 0.5); }
+
+const petals = [];
+const petalGeo = new THREE.BoxGeometry(0.45, 0.12, 0.3);
+const petalMesh = new THREE.InstancedMesh(petalGeo, new THREE.MeshLambertMaterial({ emissive:0x5a1f30 }), 48);
+petalMesh.instanceMatrix.setUsage(THREE.DynamicDrawUsage);
+const petalColor = new THREE.Color();
+for (let i = 0; i < 48; i++) {
+  petals.push({
+    x: (Math.random() - 0.5) * 34,
+    y: 6 + Math.random() * 22,
+    z: (Math.random() - 0.5) * 34,
+    vy: 1.1 + Math.random() * 1.4,
+    ph: Math.random() * Math.PI * 2,
+    sp: Math.random() * Math.PI * 2,
+    sw: 0.6 + Math.random() * 1.2
+  });
+  petalMesh.setColorAt(i, petalColor.setHSL(0.93 + Math.random() * 0.05, 0.75, 0.6 + Math.random() * 0.2));
+}
+scene.add(petalMesh);
+
+for (const [mat, list] of vox) {
+  const m = new THREE.InstancedMesh(new THREE.BoxGeometry(1, 1, 1), mat, list.length);
+  m.receiveShadow = true; m.castShadow = (mat !== M.grass && mat !== M.grass2);
+  const mtx = new THREE.Matrix4();
+  list.forEach(([x, y, z, sy], i) => {
+    mtx.makeScale(1, sy, 1).setPosition(x, y, z);
+    m.setMatrixAt(i, mtx);
+  });
+  m.instanceMatrix.needsUpdate = true;
+  scene.add(m);
+}
+
+const camera = new THREE.PerspectiveCamera(50, innerWidth / innerHeight, 0.1, 400);
+camera.position.set(20, 12, 34);
+
+addEventListener('resize', () => {
+  renderer.setSize(innerWidth, innerHeight);
+  camera.aspect = innerWidth / innerHeight;
+  camera.updateProjectionMatrix();
+});
+
+const clock = new THREE.Clock();
+const dummy = new THREE.Object3D();
+const look = new THREE.Vector3(0, 10, 0);
+let orbit = -0.55;
+
+function frame() {
+  const dt = Math.min(clock.getDelta(), 0.1);
+  orbit += dt * 0.11;
+  const t = clock.elapsedTime;
+  camera.position.set(Math.sin(orbit) * 36, 11, Math.cos(orbit) * 36);
+  camera.lookAt(look);
+  for (let i = 0; i < petals.length; i++) {
+    const p = petals[i];
+    p.y -= p.vy * dt;
+    if (p.y < 0.4) { p.y = 18 + Math.random() * 10; p.ph = Math.random() * 6.28; }
+    const px = p.x + Math.sin(t * p.sw + p.ph) * 1.2;
+    const pz = p.z + Math.cos(t * p.sw * 0.8 + p.ph) * 1.2;
+    dummy.position.set(px, p.y, pz);
+    dummy.rotation.set(p.ph + t * 1.5, p.sp + t, p.sp);
+    dummy.updateMatrix();
+    petalMesh.setMatrixAt(i, dummy.matrix);
+  }
+  petalMesh.instanceMatrix.needsUpdate = true;
+  renderer.render(scene, camera);
+  requestAnimationFrame(frame);
+}
+requestAnimationFrame(frame);
+</script>
+</body>
+</html>
diff --git a/site/live/agent-pagoda/t8-pagoda-coder390-r1/page.html b/site/live/agent-pagoda/t8-pagoda-coder390-r1/page.html
new file mode 100644
index 0000000..cafa1bb
--- /dev/null
+++ b/site/live/agent-pagoda/t8-pagoda-coder390-r1/page.html
@@ -0,0 +1,277 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8" />
+<meta name="viewport" content="width=device-width, initial-scale=1" />
+<title>Voxel Pagoda — 五重の塔</title>
+<style>
+  html, body { margin: 0; height: 100%; overflow: hidden; background: #cfe8ff; }
+  canvas { display: block; }
+  #title {
+    position: fixed; left: 20px; top: 16px; z-index: 2;
+    font: 600 15px/1.5 "Hiragino Kaku Gothic ProN", "Yu Gothic", "Noto Sans JP", sans-serif;
+    letter-spacing: .14em; color: rgba(74, 48, 56, .82);
+    text-shadow: 0 1px 0 rgba(255,255,255,.55);
+    pointer-events: none; user-select: none;
+  }
+  #title small { display: block; font-weight: 500; font-size: 11px; letter-spacing: .22em; opacity: .66; }
+</style>
+<script type="importmap">
+{
+  "imports": {
+    "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js"
+  }
+}
+</script>
+</head>
+<body>
+<div id="title">五重の塔<small>VOXEL PAGODA GARDEN</small></div>
+<script type="module">
+import * as THREE from 'three';
+
+// ---------- renderer / scene / camera ----------
+const scene = new THREE.Scene();
+scene.background = new THREE.Color(0xcfe8ff);
+scene.fog = new THREE.Fog(0xcfe8ff, 95, 175);
+
+const camera = new THREE.PerspectiveCamera(50, innerWidth / innerHeight, 0.1, 400);
+
+const renderer = new THREE.WebGLRenderer({ antialias: true, preserveDrawingBuffer: true });
+renderer.setPixelRatio(Math.min(devicePixelRatio, 2));
+renderer.setSize(innerWidth, innerHeight);
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFSoftShadowMap;
+renderer.toneMapping = THREE.ACESFilmicToneMapping;
+renderer.toneMappingExposure = 1.06;
+document.body.appendChild(renderer.domElement);
+
+addEventListener('resize', () => {
+  camera.aspect = innerWidth / innerHeight;
+  camera.updateProjectionMatrix();
+  renderer.setSize(innerWidth, innerHeight);
+});
+
+// ---------- lights ----------
+const sun = new THREE.DirectionalLight(0xfff1dc, 2.7);
+sun.position.set(45, 70, 30);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+sun.shadow.camera.near = 10;
+sun.shadow.camera.far = 220;
+sun.shadow.camera.left = -58;
+sun.shadow.camera.right = 58;
+sun.shadow.camera.top = 58;
+sun.shadow.camera.bottom = -58;
+sun.shadow.bias = -0.0003;
+sun.shadow.normalBias = 0.35;
+scene.add(sun, sun.target);
+scene.add(new THREE.HemisphereLight(0xd9ecff, 0x8fae7a, 0.9));
+
+// ---------- cube collection ----------
+const groups = {};
+function addCube(x, y, z, sx, sy, sz, group, color) {
+  (groups[group] ||= []).push({ x, y, z, sx, sy, sz, color: color ?? null });
+}
+
+// ---------- ground ----------
+addCube(0, -0.5, 0, 94, 1, 94, 'grass');
+
+// ---------- stone platform ----------
+addCube(0, 1, 0, 26, 2, 26, 'stone');
+addCube(0, 2.75, 0, 20, 1.5, 20, 'stone2');
+
+// ---------- stone path to the torii ----------
+for (let z = 14.5; z <= 29.5; z += 3) addCube(0, 0.25, z, 2.4, 0.5, 2.4, 'stone2');
+
+// ---------- scattered rocks ----------
+for (const [rx, rz, rs] of [[-14, -6, 1.6], [12, 9, 1.2], [-9, 18, 1.0], [16, -12, 1.5], [-20, 5, 0.9], [8, 21, 0.8]])
+  addCube(rx, rs / 2 - 0.08, rz, rs, rs * 0.8, rs, 'stone');
+
+// ---------- pagoda ----------
+const storyW = [14, 11, 8, 6, 4];
+const storyH = [8, 7, 6, 5, 4];
+const roofW  = [20, 16, 13, 10, 8];
+let y = 3.5; // top of platform
+for (let i = 0; i < 5; i++) {
+  const w = storyW[i], h = storyH[i];
+  addCube(0, y + h / 2, 0, w, h, w, 'wood');                       // body
+  addCube(0, y + 0.55, 0, w + 0.7, 1.1, w + 0.7, 'lacquer');       // bracket band
+  const wy = y + h * 0.55;
+  if (i === 0) addCube(0, y + 2.3, w / 2 + 0.25, 2.6, 4.6, 0.5, 'door'); // main door, faces the torii
+  for (const sx of [-1, 1]) addCube(sx * (w / 2 + 0.2), wy, 0, 0.4, 1.9, 1.6, 'window');
+  addCube(0, wy, -(w / 2 + 0.2), 1.6, 1.9, 0.4, 'window');
+  if (i > 0) addCube(0, wy, w / 2 + 0.2, 1.6, 1.9, 0.4, 'window');
+  y += h;
+  const rw = roofW[i];
+  addCube(0, y + 0.5, 0, rw, 1, rw, 'roof');                        // eave slab
+  addCube(0, y + 1.5, 0, rw - 4, 1, rw - 4, 'roof');                // ridge slab
+  const c = rw / 2 - 0.75;                                          // upturned corner tips
+  for (const sx of [-1, 1]) for (const sz of [-1, 1]) {
+    addCube(sx * c, y + 1.5, sz * c, 1.5, 1, 1.5, 'roofTip');
+    addCube(sx * c, y + 2.5, sz * c, 0.9, 1, 0.9, 'roofTip');
+  }
+  y += 2;
+}
+// ---------- spire (sorin) ----------
+addCube(0, y + 0.5, 0, 2.6, 1, 2.6, 'gold');
+addCube(0, y + 1.35, 0, 2.0, 0.7, 2.0, 'gold');
+addCube(0, y + 2.0, 0, 1.5, 0.6, 1.5, 'gold');
+addCube(0, y + 2.55, 0, 1.05, 0.5, 1.05, 'gold');
+addCube(0, y + 2.95, 0, 0.7, 0.4, 0.7, 'gold');
+addCube(0, y + 3.25, 0, 0.4, 0.3, 0.4, 'gold');
+
+// ---------- torii gate ----------
+const tz = 32;
+for (const sx of [-5.5, 5.5]) {
+  addCube(sx, 0.75, tz, 3, 1.5, 3, 'stone');      // pillar base
+  addCube(sx, 6.25, tz, 2, 10.5, 2, 'toriiRed');  // pillar
+}
+addCube(0, 9.2, tz, 14.5, 1.1, 1.1, 'toriiRed');  // nuki tie beam
+addCube(0, 10.7, tz, 1.7, 1.7, 0.6, 'plaque');    // plaque
+addCube(0, 11.9, tz, 16.5, 1.0, 1.8, 'toriiRed'); // lower kasagi
+addCube(0, 12.75, tz, 17.5, 1.1, 2.3, 'toriiDark'); // upper kasagi
+for (const sx of [-8.25, 8.25]) addCube(sx, 13.45, tz, 2.3, 0.9, 2.3, 'toriiDark'); // upturned ends
+
+// ---------- cherry blossom trees ----------
+function blossomColor() {
+  const c = new THREE.Color();
+  c.setHSL(0.915 + (Math.random() - 0.5) * 0.05, 0.42 + Math.random() * 0.16, 0.70 + Math.random() * 0.15);
+  return c;
+}
+function tree(tx, tz2) {
+  addCube(tx, 1.2, tz2, 2.2, 2.4, 2.2, 'trunk');
+  addCube(tx + 0.35, 3.4, tz2 + 0.2, 1.6, 2.6, 1.6, 'trunk');
+  addCube(tx - 0.2, 5.6, tz2 - 0.2, 1.3, 2.4, 1.3, 'trunk');
+  addCube(tx + 1.5, 6.3, tz2 + 0.7, 1.0, 1.5, 1.0, 'trunk');
+  addCube(tx - 1.6, 6.9, tz2 - 0.6, 1.0, 1.3, 1.0, 'trunk');
+  for (let i = 0; i < 95; i++) {
+    const th = Math.random() * Math.PI * 2;
+    const ph = Math.acos(2 * Math.random() - 1);
+    const dx = Math.sin(ph) * Math.cos(th), dy = Math.cos(ph) * 0.72, dz = Math.sin(ph) * Math.sin(th);
+    const r = 2.2 + Math.pow(Math.random(), 0.65) * 4.2;
+    const cx = Math.round(tx + dx * r * 1.15);
+    const cy = Math.round(10.2 + dy * r);
+    const cz = Math.round(tz2 + dz * r * 1.15);
+    if (cy < 6) continue;
+    const s = 1.1 + Math.random() * 1.1;
+    addCube(cx, cy, cz, s, s * 0.9, s, 'blossom', blossomColor());
+  }
+}
+tree(-30, -14);
+tree(33, -4);
+tree(-26, 26);
+
+// ---------- pond ----------
+const px = 24, pz = -22;
+for (let gx = -9; gx <= 9; gx++) for (let gz = -9; gz <= 9; gz++) {
+  const d = Math.hypot(gx, gz);
+  if (d < 6.8) addCube(px + gx, 0.05, pz + gz, 1, 0.3, 1, 'water');
+  else if (d < 8.2) addCube(px + gx, -0.02, pz + gz, 1, 0.26, 1, 'sand');
+}
+for (const [lx, lz] of [[22, -23.5], [26, -20.5], [24.5, -24.5]]) addCube(lx, 0.24, lz, 1.7, 0.12, 1.7, 'lily');
+addCube(px + 8.6, 0.35, pz - 3.5, 1.3, 0.7, 1.3, 'stone');
+addCube(px - 8.2, 0.3, pz + 5, 1.0, 0.6, 1.0, 'stone');
+
+// ---------- fallen petals on the ground ----------
+for (let i = 0; i < 46; i++) {
+  const nearTree = Math.random() < 0.6;
+  const t = [[-30, -14], [33, -4], [-26, 26]][i % 3];
+  const fx = nearTree ? t[0] + (Math.random() - 0.5) * 15 : (Math.random() - 0.5) * 70;
+  const fz = nearTree ? t[1] + (Math.random() - 0.5) * 15 : (Math.random() - 0.5) * 70;
+  addCube(fx, 0.07, fz, 0.55, 0.08, 0.4, 'fallen', blossomColor());
+}
+
+// ---------- build instanced meshes ----------
+const unitBox = new THREE.BoxGeometry(1, 1, 1);
+const MATS = {
+  grass:   { color: 0x84c46f },
+  stone:   { color: 0xa3a9b0 },
+  stone2:  { color: 0xbfc4ca },
+  wood:    { color: 0x9a5b2d },
+  lacquer: { color: 0x7c2d1e },
+  door:    { color: 0x54331c },
+  window:  { color: 0x3a2a1a, emissive: 0xffb054, emissiveIntensity: 0.85 },
+  roof:    { color: 0x46536a },
+  roofTip: { color: 0x5b6a86 },
+  gold:    { color: 0xd7a13f },
+  toriiRed:{ color: 0xb03427 },
+  toriiDark: { color: 0x8c241b },
+  plaque:  { color: 0x402418 },
+  trunk:   { color: 0x6f4a2c },
+  blossom: { color: 0xffffff },
+  water:   { color: 0x57aed6 },
+  sand:    { color: 0xcdd3cd },
+  lily:    { color: 0x4f9147 },
+  fallen:  { color: 0xffffff },
+};
+for (const [name, list] of Object.entries(groups)) {
+  const spec = MATS[name];
+  const tinted = list.some(c => c.color);
+  const mat = new THREE.MeshLambertMaterial({ color: tinted ? 0xffffff : spec.color, emissive: spec.emissive ?? 0x000000, emissiveIntensity: spec.emissiveIntensity ?? 1 });
+  const im = new THREE.InstancedMesh(unitBox, mat, list.length);
+  const m = new THREE.Matrix4(), q = new THREE.Quaternion(), s = new THREE.Vector3(), p = new THREE.Vector3();
+  list.forEach((c, i) => {
+    p.set(c.x, c.y, c.z); s.set(c.sx, c.sy, c.sz);
+    m.compose(p, q, s); im.setMatrixAt(i, m);
+    if (c.color) im.setColorAt(i, c.color);
+  });
+  if (im.instanceColor) im.instanceColor.needsUpdate = true;
+  im.castShadow = true;
+  im.receiveShadow = true;
+  scene.add(im);
+}
+
+// ---------- drifting petals ----------
+const PETALS = 70;
+const petalGeo = new THREE.BoxGeometry(1, 1, 1);
+const petalMat = new THREE.MeshLambertMaterial({ color: 0xffffff });
+const petals = new THREE.InstancedMesh(petalGeo, petalMat, PETALS);
+petals.castShadow = true;
+scene.add(petals);
+const petalData = [];
+for (let i = 0; i < PETALS; i++) {
+  petalData.push({
+    x: (Math.random() * 2 - 1) * 46, y: 2 + Math.random() * 18, z: (Math.random() * 2 - 1) * 46,
+    vy: 0.7 + Math.random() * 0.8,
+    amp: 0.6 + Math.random() * 1.1, freq: 0.5 + Math.random() * 0.9,
+    phase: Math.random() * Math.PI * 2,
+    rx: Math.random() * Math.PI, ry: Math.random() * Math.PI, rz: Math.random() * Math.PI,
+    vrx: (Math.random() - 0.5) * 3, vry: (Math.random() - 0.5) * 3, vrz: (Math.random() - 0.5) * 3,
+  });
+  petals.setColorAt(i, blossomColor());
+}
+petals.instanceColor.needsUpdate = true;
+const pm = new THREE.Matrix4(), pq = new THREE.Quaternion(), pe = new THREE.Euler(), ps = new THREE.Vector3(), pp = new THREE.Vector3();
+function updatePetals(t, dt) {
+  for (let i = 0; i < PETALS; i++) {
+    const p = petalData[i];
+    p.y -= p.vy * dt;
+    p.x += Math.sin(t * p.freq + p.phase) * p.amp * dt + 0.22 * dt;
+    p.z += Math.cos(t * p.freq * 0.8 + p.phase) * p.amp * 0.7 * dt;
+    p.rx += p.vrx * dt; p.ry += p.vry * dt; p.rz += p.vrz * dt;
+    if (p.y < 0.12) { p.y = 13 + Math.random() * 11; p.x = (Math.random() * 2 - 1) * 46; p.z = (Math.random() * 2 - 1) * 46; }
+    if (p.x > 47) p.x -= 94;
+    pe.set(p.rx, p.ry, p.rz); pq.setFromEuler(pe);
+    pp.set(p.x, p.y, p.z); ps.set(0.55, 0.09, 0.42);
+    pm.compose(pp, pq, ps);
+    petals.setMatrixAt(i, pm);
+  }
+  petals.instanceMatrix.needsUpdate = true;
+}
+
+// ---------- animate ----------
+const clock = new THREE.Clock();
+function frame() {
+  requestAnimationFrame(frame);
+  const dt = Math.min(clock.getDelta(), 0.05);
+  const t = clock.elapsedTime;
+  const a = t * 0.1; // slow orbit: one turn in ~63s
+  camera.position.set(Math.sin(a) * 66, 32, Math.cos(a) * 66);
+  camera.lookAt(0, 21, 0);
+  updatePetals(t, dt);
+  renderer.render(scene, camera);
+}
+frame();
+</script>
+</body>
+</html>
diff --git a/site/live/agent-pagoda/t8-pagoda-cybertiel-r1/page.html b/site/live/agent-pagoda/t8-pagoda-cybertiel-r1/page.html
new file mode 100644
index 0000000..8be34c4
--- /dev/null
+++ b/site/live/agent-pagoda/t8-pagoda-cybertiel-r1/page.html
@@ -0,0 +1,432 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>Voxel Pagoda</title>
+<style>
+  html, body { margin:0; padding:0; overflow:hidden; background:#000; }
+  #c { display:block; width:100vw; height:100vh; }
+</style>
+</head>
+<body>
+<div id="c"></div>
+
+<script type="importmap">
+{
+  "imports": {
+    "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js"
+  }
+}
+</script>
+
+<script type="module">
+import * as THREE from 'three';
+
+const container = document.getElementById('c');
+
+const renderer = new THREE.WebGLRenderer({ antialias: true, preserveDrawingBuffer: true });
+renderer.setPixelRatio(Math.min(window.devicePixelRatio, 1.5));
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFShadowMap;
+renderer.outputColorSpace = THREE.SRGBColorSpace;
+container.appendChild(renderer.domElement);
+
+const scene = new THREE.Scene();
+const SKY = new THREE.Color(0xbfd8f0);
+scene.background = SKY;
+scene.fog = new THREE.Fog(SKY, 90, 260);
+
+const camera = new THREE.PerspectiveCamera(50, 1, 0.1, 900);
+camera.position.set(62, 26, 62);
+
+// ---------- Sky dome ----------
+const skyGeo = new THREE.SphereGeometry(420, 32, 16);
+const skyMat = new THREE.ShaderMaterial({
+  side: THREE.BackSide,
+  depthWrite: false,
+  uniforms: {
+    top:    { value: new THREE.Color(0x2f63c8) },
+    mid:    { value: new THREE.Color(0x9fc8f2) },
+    horizon: { value: new THREE.Color(0xeaf2fb) }
+  },
+  vertexShader:
+    'varying vec3 vP;\nvoid main(){ vP = position; gl_Position = projectionMatrix * modelViewMatrix * vec4(position,1.0); }\n',
+  fragmentShader:
+    'varying vec3 vP;\nuniform vec3 top;\nuniform vec3 mid;\nuniform vec3 horizon;\nvoid main(){\n  float h = normalize(vP).y;\n  vec3 c = h > 0.0 ? mix(mid, top, pow(h, 0.55)) : mix(mid, horizon, pow(-h, 0.45));\n  gl_FragColor = vec4(c, 1.0);\n}\n'
+});
+scene.add(new THREE.Mesh(skyGeo, skyMat));
+
+// ---------- Lighting ----------
+const sun = new THREE.DirectionalLight(0xfff3e0, 2.1);
+sun.position.set(48, 74, 40);
+sun.castShadow = true;
+sun.shadow.mapSize.set(1024, 1024);
+sun.shadow.camera.near = 10;
+sun.shadow.camera.far = 240;
+sun.shadow.camera.left = -70;
+sun.shadow.camera.right = 70;
+sun.shadow.camera.top = 70;
+sun.shadow.camera.bottom = -70;
+sun.shadow.bias = -0.0006;
+sun.shadow.normalBias = 0.02;
+scene.add(sun);
+scene.add(sun.target);
+
+scene.add(new THREE.HemisphereLight(0xcfe4ff, 0x5a5040, 1.05));
+scene.add(new THREE.AmbientLight(0xfff2e0, 0.5));
+
+// ---------- Voxel pool (instanced cubes) ----------
+class VoxelPool {
+  constructor(material, capacity) {
+    this.material = material;
+    this.geometry = new THREE.BoxGeometry(1, 1, 1);
+    this.mesh = new THREE.InstancedMesh(this.geometry, material, capacity);
+    this.mesh.castShadow = true;
+    this.mesh.receiveShadow = true;
+    this.count = 0;
+    this.dummy = new THREE.Object3D();
+    this.colors = new Float32Array(capacity * 3);
+    this.mesh.instanceColor = new THREE.InstancedBufferAttribute(this.colors, 3);
+    this.mesh.instanceColor.setUsage(THREE.DynamicDrawUsage);
+    this.mesh.instanceMatrix.setUsage(THREE.DynamicDrawUsage);
+  }
+  add(x, y, z, sx, sy, sz, r, g, b) {
+    const i = this.count++;
+    this.dummy.position.set(x, y, z);
+    this.dummy.rotation.set(0, 0, 0);
+    this.dummy.scale.set(sx, sy, sz);
+    this.dummy.updateMatrix();
+    this.mesh.setMatrixAt(i, this.dummy.matrix);
+    this.colors[i * 3] = r;
+    this.colors[i * 3 + 1] = g;
+    this.colors[i * 3 + 2] = b;
+    this.mesh.instanceColor.needsUpdate = true;
+  }
+}
+
+const pools = [];
+function pool(material, capacity) {
+  const p = new VoxelPool(material, capacity);
+  pools.push(p);
+  return p;
+}
+function rgb(hex) { const c = new THREE.Color(hex); return [c.r, c.g, c.b]; }
+
+const MAT_GROUND = new THREE.MeshStandardMaterial({ color: 0x4f7a3a, roughness: 1.0 });
+const MAT_STONE = new THREE.MeshStandardMaterial({ color: 0x928d82, roughness: 0.95 });
+const MAT_STONE2 = new THREE.MeshStandardMaterial({ color: 0x7d786d, roughness: 0.95 });
+const MAT_WOOD = new THREE.MeshStandardMaterial({ color: 0x6e2a1c, roughness: 0.85 });
+const MAT_WOOD_DARK = new THREE.MeshStandardMaterial({ color: 0x6e2a1c, roughness: 0.85 });
+const MAT_ROOF = new THREE.MeshStandardMaterial({ color: 0x2b2b36, roughness: 0.8 });
+const MAT_ROOF_DARK = new THREE.MeshStandardMaterial({ color: 0x1c1c26, roughness: 0.8 });
+const MAT_GOLD = new THREE.MeshStandardMaterial({ color: 0xcaa63a, roughness: 0.4, metalness: 0.6 });
+const MAT_METAL = new THREE.MeshStandardMaterial({ color: 0x3a3a42, roughness: 0.5, metalness: 0.7 });
+const MAT_TRUNK = new THREE.MeshStandardMaterial({ color: 0x5a3c24, roughness: 0.95 });
+const MAT_TORII = new THREE.MeshStandardMaterial({ color: 0xc0272d, roughness: 0.6 });
+const MAT_TORII_DARK = new THREE.MeshStandardMaterial({ color: 0x241013, roughness: 0.7 });
+const MAT_WATER = new THREE.MeshStandardMaterial({
+  color: 0x2f7fb0, roughness: 0.12, metalness: 0.45,
+  transparent: true, opacity: 0.9
+});
+
+// ---------- Ground ----------
+const ground = new THREE.Mesh(new THREE.PlaneGeometry(300, 300), MAT_GROUND);
+ground.rotation.x = -Math.PI / 2;
+ground.position.y = 0;
+ground.receiveShadow = true;
+scene.add(ground);
+
+// ---------- Stone platform ----------
+const TOP = 2;
+const stone = pool(MAT_STONE, 8000);
+const stone2 = pool(MAT_STONE2, 2000);
+for (let layer = 0; layer < 2; layer++) {
+  const y = layer;
+  const half = 13 - layer;
+  for (let x = -half; x <= half; x++) {
+    for (let z = -half; z <= half; z++) {
+      const c = (x + z + layer) % 5 === 0 ? stone2 : stone;
+      c.add(x, y, z, 1, 1, 1, ...rgb(0x928d82), ...rgb(0x7d786d));
+    }
+  }
+}
+// stepped edge highlight
+for (let x = -13; x <= 13; x++) {
+  for (const z of [-13, 13]) { stone.add(x, 0, z, 1, 1, 1, ...rgb(0x857f74)); }
+}
+for (let z = -13; z <= 13; z++) {
+  for (const x of [-13, 13]) { stone.add(x, 0, z, 1, 1, 1, ...rgb(0x857f74)); }
+}
+
+// ---------- Pagoda ----------
+const wood = pool(MAT_WOOD, 3000);
+const woodDark = pool(MAT_WOOD_DARK, 1000);
+const roof = pool(MAT_ROOF, 3000);
+const roofDark = pool(MAT_ROOF_DARK, 2000);
+const accent = pool(MAT_GOLD, 500);
+const accentMetal = pool(MAT_METAL, 300);
+
+const platformTop = 2;
+const wallH = 3;
+const roofH = 1.9;
+const storyBase0 = platformTop;
+const storyStep = wallH + roofH;
+const wallHalf0 = 4.0;
+const eaveHalf0 = 6.0;
+const wallStep = 0.55;
+const eaveStep = 0.85;
+
+function buildRoof(half, topY, cx, cz) {
+  // flat overhanging eave slab
+  roof.add(cx, topY + 0.35, cz, 2 * half + 0.4, 0.7, 2 * half + 0.4, ...rgb(0x35353f));
+  // shallow pyramidal slope
+  const layers = 3;
+  for (let l = 0; l < layers; l++) {
+    const f = l / layers;
+    const s = half * (1 - 0.62 * f);
+    const h = (roofH - 0.7) / layers;
+    const y = topY + 0.7 + (l + 0.5) * h;
+    roofDark.add(cx, y, cz, 2 * s, h, 2 * s, ...rgb(0x1c1c26));
+  }
+  // upturned eave tips (stepped, curling up at each corner)
+  const tipBaseY = topY + 0.7;
+  for (const sx of [-1, 1]) {
+    for (const sz of [-1, 1]) {
+      const ox = sx * (half - 0.45), oz = sz * (half - 0.45);
+      roofDark.add(cx + ox, tipBaseY + 0.45, cz + oz, 0.6, 0.5, 0.6, ...rgb(0x2b2b36));
+      roofDark.add(cx + ox, tipBaseY + 0.95, cz + oz, 0.48, 0.5, 0.48, ...rgb(0x3d3d4a));
+      const ox2 = sx * (half - 1.35), oz2 = sz * (half - 1.35);
+      roofDark.add(cx + ox2, tipBaseY + 0.55, cz + oz2, 0.5, 0.45, 0.5, ...rgb(0x2b2b36));
+      roofDark.add(cx + ox2, tipBaseY + 1.0, cz + oz2, 0.4, 0.4, 0.4, ...rgb(0x3a3a45));
+    }
+  }
+}
+
+function buildStory(i) {
+  const cx = 0, cz = 0;
+  const wallHalf = wallHalf0 - i * wallStep;
+  const eaveHalf = eaveHalf0 - i * eaveStep;
+  const baseY = storyBase0 + i * storyStep;
+  // body
+  wood.add(cx, baseY + wallH / 2, cz, 2 * wallHalf, wallH, 2 * wallHalf, ...rgb(0x863826));
+  // base plinth
+  woodDark.add(cx, baseY + 0.25, cz, 2 * wallHalf + 0.4, 0.5, 2 * wallHalf + 0.4, ...rgb(0x6e2a1c));
+  // corner + mid pillars
+  const poffs = wallHalf + 0.12;
+  const corners = [[-poffs, -poffs], [poffs, -poffs], [-poffs, poffs], [poffs, poffs],
+                   [-poffs, 0], [poffs, 0], [0, -poffs], [0, poffs]];
+  for (const [px, pz] of corners) {
+    wood.add(cx + px, baseY + wallH / 2 + 0.15, cz + pz, 0.6, wallH * 0.95, 0.6, ...rgb(0x5a2416));
+  }
+  // railing band (upper opening)
+  woodDark.add(cx, baseY + wallH - 0.35, cz, 2 * wallHalf * 0.98, 0.4, 0.35, ...rgb(0x6e2a1c));
+  woodDark.add(cx, baseY + wallH - 0.35, cz, 0.35, 0.4, 2 * wallHalf * 0.98, ...rgb(0x6e2a1c));
+  // floor / veranda slab
+  roof.add(cx, baseY + 0.3, cz, 2 * wallHalf + 0.3, 0.4, 2 * wallHalf + 0.3, ...rgb(0x33333f));
+  // roof
+  buildRoof(eaveHalf, baseY + wallH, cx, cz);
+}
+
+for (let i = 0; i < 5; i++) buildStory(i);
+
+// ---------- Spire (sorin) ----------
+const spireBase = storyBase0 + 5 * storyStep;
+accentMetal.add(0, spireBase + 6, 0, 0.4, 12, 0.4, ...rgb(0x3a3a42));
+const rings = [[spireBase + 2.6, 1.7], [spireBase + 4.8, 1.4], [spireBase + 7.0, 1.1], [spireBase + 9.0, 0.8]];
+for (const [ry, rs] of rings) {
+  accent.add(0, ry, 0, rs, 0.4, rs, ...rgb(0xcaa63a));
+}
+accent.add(0, spireBase + 11.2, 0, 0.7, 0.7, 0.7, ...rgb(0xd8b43f));
+accent.add(0, spireBase + 12.4, 0, 0.35, 0.9, 0.35, ...rgb(0xd8b43f));
+
+// ---------- Cherry blossom trees ----------
+const trunk = pool(MAT_TRUNK, 600);
+const blossom = pool(new THREE.MeshStandardMaterial({ color: 0xf6a8bd, roughness: 0.9 }), 1200);
+
+function randPtSphere(R) {
+  for (let k = 0; k < 6; k++) {
+    const x = R * (2 * Math.random() - 1);
+    const y = R * (2 * Math.random() - 1);
+    const z = R * (2 * Math.random() - 1);
+    if (x * x + y * y + z * z <= R * R) return [x, y, z];
+  }
+  return [0, 0, 0];
+}
+
+function buildTree(x, z, s) {
+  const h = Math.floor(5 + Math.random() * 2);
+  let ox = 0, oz = 0;
+  for (let i = 0; i < h; i++) {
+    const taper = i < 2 ? 0.55 : (i < h - 1 ? 0.4 : 0.3);
+    trunk.add(x + ox, i + 0.5, z + oz, taper, 1, taper, ...rgb(0x5a3c24));
+    if (i >= h * 0.45) { ox += (Math.random() - 0.5) * 0.5; oz += (Math.random() - 0.5) * 0.5; }
+  }
+  const cy = h + 0.2;
+  const R = (2.4 + s * 0.6);
+  for (let k = 0; k < 150; k++) {
+    const [px, py, pz] = randPtSphere(R);
+    const edge = 1 - Math.min(1, (Math.hypot(px, py, pz) / R) * 0.35);
+    const rr = 0.95 + 0.05 * edge;
+    const gg = 0.60 + 0.12 * edge;
+    const bb = 0.68 + 0.10 * edge;
+    blossom.add(x + px * s, cy + py * s, z + pz * s, 0.75 * edge + 0.15, 0.75 * edge + 0.15, 0.75 * edge + 0.15,
+      rr, gg, bb);
+  }
+  // a few branch tips
+  for (const [bx, bz] of [[0.8, -0.6], [-0.7, 0.7], [0.4, 0.9]]) {
+    const [bxp, byp, bzp] = randPtSphere(1.0);
+    blossom.add(x + bx * s + bxp, cy + 0.6 + byp, z + bz * s + bzp, 0.5, 0.5, 0.5, ...rgb(0xf29cc0));
+  }
+}
+
+buildTree(-17, -10, 1.0);
+buildTree(19, 8, 1.15);
+buildTree(-13, 17, 0.9);
+
+// ---------- Pond ----------
+const pondX = 16, pondZ = 6;
+const water = new THREE.Mesh(new THREE.PlaneGeometry(16, 13), MAT_WATER);
+water.rotation.x = -Math.PI / 2;
+water.position.set(pondX, 0.2, pondZ);
+water.receiveShadow = true;
+scene.add(water);
+// lily pads
+const lily = pool(MAT_GROUND, 200);
+for (let k = 0; k < 6; k++) {
+  const lx = pondX + (Math.random() - 0.5) * 11;
+  const lz = pondZ + (Math.random() - 0.5) * 9;
+  lily.add(lx, 0.32, lz, 0.9, 0.1, 0.9, ...rgb(0x3f6b30));
+}
+// stone border
+const border = pool(MAT_STONE, 800);
+function pondEdge() {
+  const rx = 8.2, rz = 6.7;
+  for (let a = 0; a < Math.PI * 2; a += 0.28) {
+    const bx = pondX + Math.cos(a) * rx;
+    const bz = pondZ + Math.sin(a) * rz;
+    const h = 0.6 + Math.random() * 0.7;
+    const fill = ((Math.sin(a * 3) * 0.5 + 0.5) > 0.5) ? border : stone2;
+    fill.add(bx, h / 2, bz, 1.1, h, 1.1, ...rgb(0x8b857a));
+  }
+}
+pondEdge();
+// small rock waterfall into pond
+for (let i = 0; i < 5; i++) {
+  stone.add(pondX - 7, 0.4 + i * 0.4, pondZ - 3 - i * 0.3, 1, 0.8, 1, ...rgb(0x7d786d));
+}
+
+// ---------- Torii gate ----------
+const torii = pool(MAT_TORII, 400);
+const toriiDark = pool(MAT_TORII_DARK, 200);
+function buildTorii(x, z) {
+  const halfW = 4.2;
+  const pH = 10;
+  for (const sx of [-1, 1]) {
+    for (let i = 0; i < pH; i++) {
+      torii.add(x + sx * halfW, i + 0.75, z, 1.3, 1.5, 1.3, ...rgb(0xc0272d));
+    }
+  }
+  // nuki (tie beam)
+  torii.add(x, 7.8, z, halfW * 2 + 1.6, 1.0, 1.5, ...rgb(0xc0272d));
+  // kasaira (top beam) with slight upward curve
+  torii.add(x, 10.4, z, halfW * 2 + 2.8, 1.1, 1.7, ...rgb(0xc0272d));
+  torii.add(x, 11.05, z, halfW * 2 + 2.2, 0.5, 1.5, ...rgb(0xd63b41));
+  // shimaki / gusoku top block
+  toriiDark.add(x, 11.7, z, 2.6, 0.9, 1.3, ...rgb(0x241013));
+  // small plaque
+  torii.add(x, 10.9, z, 1.3, 1.3, 0.6, ...rgb(0x241013));
+  // cap on pillars
+  for (const sx of [-1, 1]) {
+    toriiDark.add(x + sx * halfW, pH + 0.4, z, 1.5, 0.6, 1.5, ...rgb(0x241013));
+  }
+}
+buildTorii(0, 14);
+
+// ---------- Stone path from torii to platform ----------
+const path = pool(MAT_STONE2, 400);
+for (let z = 13; z <= 18; z++) {
+  path.add(0, 0.08, z, 1.6, 0.2, 1.0, ...rgb(0x857f74));
+  path.add(-1.3, 0.08, z, 1.0, 0.18, 0.9, ...rgb(0x7d786d));
+  path.add(1.3, 0.08, z, 1.0, 0.18, 0.9, ...rgb(0x7d786d));
+}
+
+// ---------- Drifting petals ----------
+const petalMat = new THREE.MeshStandardMaterial({ color: 0xffb7c5, roughness: 0.7, side: THREE.DoubleSide });
+const PETAL_N = 44;
+const petalMesh = new THREE.InstancedMesh(new THREE.BoxGeometry(0.28, 0.06, 0.22), petalMat, PETAL_N);
+petalMesh.castShadow = false;
+petalMesh.receiveShadow = false;
+scene.add(petalMesh);
+const petalDummy = new THREE.Object3D();
+const petalState = [];
+for (let i = 0; i < PETAL_N; i++) {
+  petalState.push({
+    x: (Math.random() - 0.5) * 55,
+    z: (Math.random() - 0.5) * 55,
+    y: 4 + Math.random() * 26,
+    speed: 1.2 + Math.random() * 1.6,
+    phase: Math.random() * Math.PI * 2,
+    drift: 0.6 + Math.random() * 1.2,
+    spin: (Math.random() - 0.5) * 3,
+    rs: Math.random() * Math.PI
+  });
+}
+
+// ---------- Finalize pools ----------
+for (const p of pools) {
+  p.mesh.count = p.count;
+  scene.add(p.mesh);
+}
+
+// ---------- Orbit ----------
+let angle = Math.PI / 5;
+const radius = 60;
+const camHeight = 42;
+let lastT = performance.now();
+
+function onResize() {
+  const w = window.innerWidth;
+  const h = window.innerHeight;
+  camera.aspect = w / h;
+  camera.updateProjectionMatrix();
+  renderer.setSize(w, h);
+}
+window.addEventListener('resize', onResize);
+onResize();
+
+function animate() {
+  requestAnimationFrame(animate);
+  const dt = Math.min((performance.now() - lastT) / 1000, 0.05);
+  lastT = performance.now();
+  if (renderer.domElement.width !== window.innerWidth || renderer.domElement.height !== window.innerHeight) onResize();
+  angle += dt * 0.11;
+  camera.position.set(Math.cos(angle) * radius, camHeight, Math.sin(angle) * radius);
+  camera.lookAt(0, 10, 0);
+
+  for (let i = 0; i < PETAL_N; i++) {
+    const p = petalState[i];
+    p.y -= dt * p.speed;
+    p.phase += dt * 1.4;
+    const nx = p.x + Math.sin(p.phase) * 1.5 * p.drift;
+    const nz = p.z + Math.cos(p.phase * 0.8) * 1.2 * p.drift;
+    petalDummy.rotation.set(p.phase * p.spin, p.phase * 0.7, 0);
+    petalDummy.position.set(nx, p.y, nz);
+    petalDummy.scale.set(1, 1, 1);
+    petalDummy.updateMatrix();
+    petalMesh.setMatrixAt(i, petalDummy.matrix);
+    if (p.y < 0.1) {
+      p.y = 12 + Math.random() * 16;
+      p.x = (Math.random() - 0.5) * 55;
+      p.z = (Math.random() - 0.5) * 55;
+      p.phase = Math.random() * Math.PI * 2;
+    }
+  }
+  petalMesh.instanceMatrix.needsUpdate = true;
+
+  renderer.render(scene, camera);
+}
+animate();
+</script>
+</body>
+</html>
diff --git a/site/live/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/page.html b/site/live/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/page.html
new file mode 100644
index 0000000..249d323
--- /dev/null
+++ b/site/live/agent-pagoda/t8-pagoda-gyro-s-mtp-r2/page.html
@@ -0,0 +1,440 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<title>Voxel Pagoda — Japanese Scene</title>
+<style>
+  html,body{margin:0;padding:0;height:100%;background:#bcd9ee;overflow:hidden}
+  canvas{display:block}
+</style>
+<script type="importmap">
+{
+  "imports": {
+    "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js"
+  }
+}
+</script>
+</head>
+<body>
+<canvas id="c"></canvas>
+<script type="module">
+import * as THREE from 'three';
+
+/* ---------- deterministic rng ---------- */
+function mulberry32(a){
+  return function(){
+    a |= 0; a = a + 0x6D2B79F5 | 0;
+    let t = Math.imul(a ^ a >>> 15, 1 | a);
+    t = t + Math.imul(t ^ t >>> 7, 61 | t) ^ t;
+    return ((t ^ t >>> 14) >>> 0) / 4294967284;
+  };
+}
+const rng = mulberry32(20261020);
+const pick = (arr) => arr[Math.floor(rng() * arr.length)];
+
+/* ---------- renderer / scene ---------- */
+const canvas = document.getElementById('c');
+const renderer = new THREE.WebGLRenderer({ canvas, antialias: true, preserveDrawingBuffer: true });
+renderer.setPixelRatio(1);
+renderer.setSize(window.innerWidth, window.innerHeight);
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFShadowMap;
+
+const SKY = 0xbcd9ee;
+const scene = new THREE.Scene();
+scene.background = new THREE.Color(SKY);
+scene.fog = new THREE.Fog(SKY, 62, 200);
+
+const camera = new THREE.PerspectiveCamera(60, window.innerWidth / window.innerHeight, 1, 420);
+
+/* ---------- lights ---------- */
+const sun = new THREE.DirectionalLight(0xfff0d4, 6.4);
+sun.position.set(26, 54, 20);
+sun.castShadow = true;
+sun.shadow.mapSize.set(1024, 1024);
+sun.shadow.camera.left = -92;
+sun.shadow.camera.right = 92;
+sun.shadow.camera.top = 92;
+sun.shadow.camera.bottom = -92;
+sun.shadow.camera.near = 25;
+sun.shadow.camera.far = 190;
+sun.shadow.bias = -0.001;
+sun.shadow.normalBias = 0.6;
+sun.target.position.set(0, 14, 0);
+scene.add(sun, sun.target);
+
+const fillLight = new THREE.DirectionalLight(0xc6dcf0, 0.7);
+fillLight.position.set(-26, 30, -24);
+scene.add(fillLight);
+scene.add(new THREE.HemisphereLight(0xd8ecf8, 0x74855c, 0.7));
+scene.add(new THREE.AmbientLight(0xffffff, 0.18));
+
+/* ---------- palette ---------- */
+const GRASS   = [0x74945c, 0x6b8b53, 0x7d9d64, 0x87a76d];
+const STONE_D = 0x8d9187;
+const STONE_L = 0xb6b7ab;
+const PATH    = 0xa8a393;
+const PLASTER = 0xeadfc6;
+const TIMBER  = 0x7a5238;
+const TIMBER_D= 0x5a3a27;
+const WINDOW  = 0x44362c;
+const ROOF_D  = 0x3d4a54;
+const ROOF_M  = 0x4e5d68;
+const BRONZE  = 0x9d7b4a;
+const GOLD    = 0xd9b355;
+const VERM    = 0xc8352c;
+const CAP     = 0x3a4048;
+const TRUNK   = 0x6b4a35;
+const PINK    = [0xf0a8c2, 0xf8c6da, 0xe291b5];
+const WATER   = 0x4d86a8;
+const WATER_L = 0x62a0bd;
+const LILY    = 0x5e8b57;
+const GLOW    = 0xf6e3b8;
+const CLOUD   = 0xf4f7fb;
+
+/* ---------- voxel builder ---------- */
+const items = [];            // [x0,y0,z0,sx,sy,sz,color]
+function place(x0, y0, z0, sx, sy, sz, c){ items.push([x0, y0, z0, sx, sy, sz, c]); }
+function fill(x0, x1, y0, y1, z0, z1, c){
+  for(let x = x0; x < x1; x++) for(let y = y0; y < y1; y++) for(let z = z0; z < z1; z++) place(x, y, z, 1, 1, 1, c);
+}
+
+const POND = { x0: -16, x1: -7, z0: 5, z1: 15 };
+const inPond = (x, z) => x >= POND.x0 && x <= POND.x1 && z >= POND.z0 && z <= POND.z1;
+
+/* ---------- ground (split around the pond so it reads as a basin) ---------- */
+const HALF = 70;
+const PX0 = POND.x0, PX1 = POND.x1 + 1, PZ0 = POND.z0, PZ1 = POND.z1 + 1;
+place(-HALF, -1.6, -HALF, HALF * 2, 1.6, PZ0 + HALF, 0x77985f);
+place(-HALF, -1.6, PZ1, HALF * 2, 1.6, HALF - PZ1, 0x77985f);
+place(-HALF, -1.6, PZ0, PX0 + HALF, 1.6, PZ1 - PZ0, 0x77985f);
+place(PX1, -1.6, PZ0, HALF - PX1, 1.6, PZ1 - PZ0, 0x77985f);
+place(PX0, -1.9, PZ0, PX1 - PX0, 1.5, PZ1 - PZ0, 0x4a5c52);
+place(-HALF - 12, -5, -HALF - 12, (HALF + 12) * 2, 3.4, (HALF + 12) * 2, 0x63834f);
+for(let i = 0; i < 340; i++){
+  const x = -40 + Math.floor(rng() * 80);
+  const z = -40 + Math.floor(rng() * 80);
+  if(x >= PX0 && x < PX1 && z >= PZ0 && z < PZ1) continue;
+  if(Math.abs(x) < 9 && Math.abs(z) < 9) continue;
+  if(Math.abs(x) < 2.5 && z >= 8 && z < 23) continue;
+  place(x + 0.1, 0, z + 0.1, 0.8, 0.4, 0.8, pick(GRASS));
+}
+
+/* ---------- pond ---------- */
+const water = [];
+for(let x = POND.x0; x <= POND.x1; x++){
+  for(let z = POND.z0; z <= POND.z1; z++){
+    water.push({ x, z, phase: rng() * Math.PI * 2 });
+  }
+}
+for(let x = POND.x0 - 1; x <= POND.x1 + 1; x++){
+  for(let z = POND.z0 - 1; z <= POND.z1 + 1; z++){
+    if(!inPond(x, z)) place(x, -1, z, 1, 1.2, 1, rng() < 0.5 ? STONE_D : STONE_L);
+  }
+}
+for(let i = 0; i < 7; i++){
+  const x = POND.x0 + 1 + Math.floor(rng() * (POND.x1 - POND.x0 - 1));
+  const z = POND.z0 + 1 + Math.floor(rng() * (POND.z1 - POND.z0 - 1));
+  place(x - 0.05, -0.3, z - 0.05, 0.9, 0.2, 0.9, LILY);
+}
+
+/* ---------- stone platform + steps ---------- */
+fill(-8, 8, 0, 1, -8, 8, STONE_D);
+fill(-7, 7, 1, 2, -7, 7, STONE_L);
+fill(-2, 2, 0, 1.35, 8, 9, STONE_L);
+fill(-2, 2, 0, 0.7, 9, 10, STONE_L);
+
+/* ---------- path ---------- */
+for(let z = 10; z < 22; z++) for(let x = -1.5; x < 1.5; x++) place(x, 0, z, 1, 0.35, 1, PATH);
+
+/* ---------- pagoda ---------- */
+const widths = [10, 8, 6, 5, 3];
+
+function storyBody(cx, cz, w, y0, h){
+  const hw = w / 2;
+  const win = w >= 6;
+  for(let j = 0; j < h; j++){
+    const y = y0 + j;
+    const wall = (j === 0 || j === h - 1) ? TIMBER : PLASTER;
+    for(let x = -hw; x < hw; x++){
+      const cornerX = (x === -hw || x === hw - 1);
+      const door = (y0 === 2 && j < 2 && (x === -1 || x === 0));
+      const winF = win && j === h - 2 && (x === -2 || x === 1);
+      const front = door ? TIMBER_D : (winF ? WINDOW : (cornerX ? TIMBER_D : wall));
+      const back  = winF ? WINDOW : (cornerX ? TIMBER_D : wall);
+      place(cx + x, y, cz - hw, 1, 1, 1, front);
+      place(cx + x, y, cz + hw - 1, 1, 1, 1, back);
+    }
+    for(let z = -hw; z < hw; z++){
+      if(z === -hw || z === hw - 1) continue;
+      const winS = win && j === h - 2 && (z === -2 || z === 1);
+      const c = winS ? WINDOW : wall;
+      place(cx - hw, y, cz + z, 1, 1, 1, c);
+      place(cx + hw - 1, y, cz + z, 1, 1, 1, c);
+    }
+  }
+}
+
+function roof(cx, cz, e, y0){
+  const layers = 3;
+  const n = Math.ceil(2 * e);
+  // underside band
+  for(let x = 1; x < n - 1; x++){
+    const x0 = -e + x;
+    place(cx + x0, y0 - 0.5, cz - e + 1, 1, 0.5, 1, ROOF_D);
+    place(cx + x0, y0 - 0.5, cz + e - 2, 1, 0.5, 1, ROOF_D);
+  }
+  for(let z = 1; z < n - 1; z++){
+    const z0 = -e + z;
+    place(cx - e + 1, y0 - 0.5, cz + z0, 1, 0.5, 1, ROOF_D);
+    place(cx + e - 2, y0 - 0.5, cz + z0, 1, 0.5, 1, ROOF_D);
+  }
+  for(let k = 0; k < layers; k++){
+    const ex = e - k;
+    const nk = Math.ceil(2 * ex);
+    const y = y0 + k * 0.8;
+    const col = k === 1 ? ROOF_M : ROOF_D;
+    for(let x = 0; x < nk; x++){
+      const x0 = -ex + x;
+      for(let z = 0; z < nk; z++){
+        const z0 = -ex + z;
+        const edge = (x === 0 || x === nk - 1 || z === 0 || z === nk - 1);
+        if(!edge && k < layers - 1) continue;
+        place(cx + x0, y, cz + z0, 1, 0.8, 1, col);
+      }
+    }
+    if(k === 0){
+      // upturned corner eaves
+      const corners = [[-ex, -ex], [ex - 1, -ex], [-ex, ex - 1], [ex - 1, ex - 1]];
+      for(const [px, pz] of corners){
+        place(cx + px, y + 0.8, cz + pz, 1, 1, 1, ROOF_D);
+        const nx = px === -ex ? 1 : -1;
+        const nz = pz === -ex ? 1 : -1;
+        place(cx + px + nx, y + 0.75, cz + pz, 1, 0.5, 1, ROOF_M);
+        place(cx + px, y + 0.75, cz + pz + nz, 1, 0.5, 1, ROOF_M);
+      }
+    }
+  }
+  // ridge
+  const top = y0 + layers * 0.8;
+  const span = Math.ceil(2 * (e - 3));
+  for(let x = 0; x < span; x++) place(cx - (e - 3) + x, top, cz - 0.5, 1, 0.5, 1, ROOF_D);
+  for(let z = 0; z < span; z++) place(cx - 0.5, top, cz - (e - 3) + z, 1, 0.5, 1, ROOF_D);
+  place(cx - (e - 3), top + 0.5, cz - 0.5, 1, 0.4, 1, GOLD);
+  place(cx + (e - 4), top + 0.5, cz - 0.5, 1, 0.4, 1, GOLD);
+}
+
+let y = 2;
+for(let i = 0; i < widths.length; i++){
+  const w = widths[i];
+  storyBody(0, 0, w, y, 4);
+  roof(0, 0, w / 2 + 2.5, y + 4);
+  y += 6.4;
+}
+/* spire */
+place(-1.5, y, -1.5, 3, 1, 3, STONE_L);
+for(let j = 1; j < 7; j++) place(-0.5, y + j, -0.5, 1, 1, 1, BRONZE);
+[2, 3.2, 4.4].forEach((ry, i) => {
+  const s = 2.6 - i * 0.6;
+  place(-s / 2, y + ry, -s / 2, s, 0.5, s, BRONZE);
+});
+place(-0.35, y + 7, -0.35, 0.7, 0.7, 0.7, GOLD);
+place(-0.2, y + 7.7, -0.2, 0.4, 0.9, 0.4, GOLD);
+
+/* ---------- cherry blossom trees ---------- */
+function tree(tx, tz, h){
+  for(let j = 0; j < h; j++) place(tx - 0.5, j, tz - 0.5, 1, 1, 1, TRUNK);
+  place(tx - 1.5, h - 1, tz - 0.5, 1, 1, 1, TRUNK);
+  place(tx + 0.5, h - 1.3, tz - 0.5, 1, 1, 1, TRUNK);
+  const cy = h + 1.1;
+  const clusters = [[0, 0.3, 0, 2.5], [1.6, 0, 1.2, 2.0], [-1.5, 0.1, -1.3, 2.2]];
+  for(const [ox, oy, oz, r] of clusters){
+    const cx = tx + ox, cyy = cy + oy, cz = tz + oz;
+    const rr = Math.ceil(r);
+    for(let dx = -rr; dx <= rr; dx++){
+      for(let dy = -2; dy <= Math.ceil(r * 0.8); dy++){
+        for(let dz = -rr; dz <= rr; dz++){
+          if(dx * dx + dy * dy * 1.6 + dz * dz > r * r) continue;
+          if(rng() < 0.3) continue;
+          place(cx + dx - 0.45, cyy + dy - 0.45, cz + dz - 0.45, 0.9, 0.9, 0.9, pick(PINK));
+        }
+      }
+    }
+  }
+}
+tree(17, -2, 6);
+tree(13, 16, 7);
+tree(-21, 14, 5);
+tree(-18, -17, 7);
+tree(21, 11, 5);
+
+/* ---------- stone lanterns ---------- */
+function lantern(lx, lz){
+  place(lx - 0.7, 0, lz - 0.7, 1.4, 0.5, 1.4, STONE_D);
+  place(lx - 0.35, 0.5, lz - 0.35, 0.7, 1.3, 0.7, STONE_L);
+  place(lx - 0.6, 1.8, lz - 0.6, 1.2, 0.9, 1.2, GLOW);
+  place(lx - 0.75, 2.7, lz - 0.75, 1.5, 0.5, 1.5, STONE_D);
+}
+lantern(3.5, 13);
+lantern(-3.5, 13);
+
+/* ---------- torii gate ---------- */
+const TZ = 21;
+for(const px of [-5.5, 5.5]){
+  place(px - 1.4, 0, TZ - 1.4, 2.8, 0.7, 2.8, STONE_D);
+  place(px - 1.1, 0.7, TZ - 1.1, 2.2, 11.9, 2.2, VERM);
+}
+place(-8.5, 12.6, TZ - 1.1, 17, 1.1, 2.2, VERM);
+place(-8.5, 13.7, TZ - 1.1, 2.2, 1.1, 2.2, VERM);
+place(6.3, 13.7, TZ - 1.1, 2.2, 1.1, 2.2, VERM);
+place(-9, 14.8, TZ - 1.3, 18, 1.2, 2.6, CAP);
+place(-7, 9.4, TZ - 0.6, 14, 1.1, 1.2, VERM);
+place(-1.6, 10.5, TZ - 0.6, 3.2, 2.1, 1.2, VERM);
+place(-6.6, 10.5, TZ - 0.6, 1.2, 2.1, 1.2, VERM);
+place(5.4, 10.5, TZ - 0.6, 1.2, 2.1, 1.2, VERM);
+
+/* ---------- static instanced mesh ---------- */
+const boxGeo = new THREE.BoxGeometry(1, 1, 1);
+const staticMat = new THREE.MeshLambertMaterial();
+const staticMesh = new THREE.InstancedMesh(boxGeo, staticMat, items.length);
+staticMesh.castShadow = true;
+staticMesh.receiveShadow = true;
+const m4 = new THREE.Matrix4();
+const q0 = new THREE.Quaternion();
+const v3 = new THREE.Vector3();
+const sc = new THREE.Vector3();
+const col = new THREE.Color();
+items.forEach((it, i) => {
+  v3.set(it[0] + it[3] / 2, it[1] + it[4] / 2, it[2] + it[5] / 2);
+  sc.set(it[3], it[4], it[5]);
+  m4.compose(v3, q0, sc);
+  staticMesh.setMatrixAt(i, m4);
+  staticMesh.setColorAt(i, col.setHex(it[6]));
+});
+staticMesh.instanceMatrix.needsUpdate = true;
+staticMesh.instanceColor.needsUpdate = true;
+scene.add(staticMesh);
+
+/* ---------- framing ---------- */
+const orbitR = 56;
+const target = new THREE.Vector3(0, 19, 0);
+const camY = 34;
+
+/* ---------- pond water (animated) ---------- */
+const waterMat = new THREE.MeshStandardMaterial({ roughness: 0.25, metalness: 0.15 });
+const waterMesh = new THREE.InstancedMesh(boxGeo, waterMat, water.length);
+waterMesh.receiveShadow = true;
+water.forEach((w, i) => {
+  v3.set(w.x + 0.5, -0.68, w.z + 0.5);
+  sc.set(1, 0.65, 1);
+  m4.compose(v3, q0, sc);
+  waterMesh.setMatrixAt(i, m4);
+  waterMesh.setColorAt(i, col.setHex(rng() < 0.3 ? WATER_L : WATER));
+});
+waterMesh.instanceMatrix.needsUpdate = true;
+waterMesh.instanceColor.needsUpdate = true;
+scene.add(waterMesh);
+
+/* ---------- clouds ---------- */
+const cloudItems = [];
+for(let i = 0; i < 7; i++){
+  const cx = -50 + rng() * 100, cy = 41 + rng() * 11, cz = -50 + rng() * 100;
+  const n = 9 + Math.floor(rng() * 7);
+  for(let j = 0; j < n; j++){
+    cloudItems.push({
+      x: cx + (rng() - 0.5) * 16, y: cy + (rng() - 0.5) * 3.5, z: cz + (rng() - 0.5) * 12,
+      s: 2 + Math.floor(rng() * 3), speed: 0.5 + rng() * 0.5
+    });
+  }
+}
+const cloudMesh = new THREE.InstancedMesh(boxGeo, new THREE.MeshLambertMaterial(), cloudItems.length);
+cloudItems.forEach((c, i) => {
+  v3.set(c.x, c.y, c.z);
+  sc.set(c.s, 0.8, c.s);
+  m4.compose(v3, q0, sc);
+  cloudMesh.setMatrixAt(i, m4);
+  cloudMesh.setColorAt(i, col.setHex(CLOUD));
+});
+cloudMesh.instanceMatrix.needsUpdate = true;
+cloudMesh.instanceColor.needsUpdate = true;
+scene.add(cloudMesh);
+
+/* ---------- drifting blossom petals ---------- */
+const PETALS = 100;
+const petalGeo = new THREE.BoxGeometry(0.85, 0.22, 0.62);
+const petalMat = new THREE.MeshLambertMaterial({ side: THREE.DoubleSide });
+const petals = new THREE.InstancedMesh(petalGeo, petalMat, PETALS);
+const pstate = [];
+for(let i = 0; i < PETALS; i++){
+  pstate.push({
+    x: (rng() - 0.5) * 44,
+    y: 6 + rng() * 32,
+    z: (rng() - 0.5) * 44,
+    fall: 1.1 + rng() * 1.5,
+    sway: 0.6 + rng() * 1.1,
+    phase: rng() * Math.PI * 2,
+    spin: 0.6 + rng() * 1.6
+  });
+  petals.setColorAt(i, col.setHex(pick(PINK)));
+}
+petals.instanceColor.needsUpdate = true;
+scene.add(petals);
+
+/* ---------- animation ---------- */
+const eul = new THREE.Euler();
+const start = performance.now();
+
+function frame(){
+  const t = (performance.now() - start) / 1000;
+  const a = 0.55 + t * 0.115;
+  camera.position.set(Math.sin(a) * orbitR, camY + Math.sin(t * 0.13) * 5, Math.cos(a) * orbitR);
+  camera.lookAt(target);
+
+  for(let i = 0; i < water.length; i++){
+    const w = water[i];
+    v3.set(w.x + 0.5, -0.68 + Math.sin(t * 1.1 + w.phase) * 0.06, w.z + 0.5);
+    sc.set(1, 0.65, 1);
+    m4.compose(v3, q0, sc);
+    waterMesh.setMatrixAt(i, m4);
+  }
+  waterMesh.instanceMatrix.needsUpdate = true;
+
+  for(let i = 0; i < cloudItems.length; i++){
+    const c = cloudItems[i];
+    const x = ((c.x + t * c.speed + 60) % 120) - 60;
+    v3.set(x, c.y, c.z);
+    sc.set(c.s, 0.8, c.s);
+    m4.compose(v3, q0, sc);
+    cloudMesh.setMatrixAt(i, m4);
+  }
+  cloudMesh.instanceMatrix.needsUpdate = true;
+
+  for(let i = 0; i < PETALS; i++){
+    const p = pstate[i];
+    let py = p.y - t * p.fall;
+    while(py < 0.35) py += 38;
+    v3.set(p.x + Math.sin(t * 0.9 + p.phase) * p.sway, py, p.z + Math.cos(t * 0.7 + p.phase) * p.sway);
+    eul.set(t * p.spin, t * p.spin * 0.7, p.phase);
+    q0.setFromEuler(eul);
+    sc.set(1, 1, 1);
+    m4.compose(v3, q0, sc);
+    petals.setMatrixAt(i, m4);
+  }
+  petals.instanceMatrix.needsUpdate = true;
+
+  renderer.render(scene, camera);
+  requestAnimationFrame(frame);
+}
+
+window.addEventListener('resize', () => {
+  camera.aspect = window.innerWidth / window.innerHeight;
+  camera.updateProjectionMatrix();
+  renderer.setSize(window.innerWidth, window.innerHeight);
+});
+
+frame();
+
+</script>
+</body>
+</html>
diff --git a/site/live/agent-pagoda/t8-pagoda-heretic2-r1/page.html b/site/live/agent-pagoda/t8-pagoda-heretic2-r1/page.html
new file mode 100644
index 0000000..80e048c
--- /dev/null
+++ b/site/live/agent-pagoda/t8-pagoda-heretic2-r1/page.html
@@ -0,0 +1,305 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>Voxel Pagoda — voxel art scene</title>
+<style>
+  html,body{margin:0;padding:0;height:100%;overflow:hidden;background:#c9e2f2}
+  canvas{display:block}
+</style>
+<script type="importmap">
+{
+  "imports": {
+    "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js"
+  }
+}
+</script>
+</head>
+<body>
+<script type="module">
+import * as THREE from 'three';
+
+/* ---------- helpers ---------- */
+function hash(n){
+  const s = Math.sin(n) * 43758.5453123;
+  return s - Math.floor(s);
+}
+function rnd(i,j,k){ return hash(i*127.1 + j*311.7 + k*74.7); }
+function pick(arr, r){ return arr[Math.min(arr.length-1, Math.floor(r*arr.length))]; }
+
+/* ---------- renderer / scene / camera ---------- */
+const renderer = new THREE.WebGLRenderer({ antialias:true, preserveDrawingBuffer:true });
+renderer.setPixelRatio(Math.min(window.devicePixelRatio || 1, 2));
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFShadowMap;
+document.body.appendChild(renderer.domElement);
+
+function resize(){
+  renderer.setSize(window.innerWidth, window.innerHeight);
+}
+window.addEventListener('resize', resize);
+resize();
+
+const scene = new THREE.Scene();
+scene.background = new THREE.Color(0xc9e2f2);
+scene.fog = new THREE.Fog(0xc9e2f2, 70, 170);
+
+const camera = new THREE.PerspectiveCamera(52, 1, 0.1, 400);
+camera.position.set(26, 15, 26);
+camera.lookAt(0, 6, 0);
+
+/* ---------- lights ---------- */
+const hemi = new THREE.HemisphereLight(0xeaf6ff, 0x6f8f5a, 1.1);
+scene.add(hemi);
+scene.add(new THREE.AmbientLight(0xffffff, 0.45));
+
+const sun = new THREE.DirectionalLight(0xfff3d8, 2.6);
+sun.position.set(34, 48, 20);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+sun.shadow.camera.left = -45;
+sun.shadow.camera.right = 45;
+sun.shadow.camera.top = 45;
+sun.shadow.camera.bottom = -45;
+sun.shadow.camera.near = 1;
+sun.shadow.camera.far = 160;
+sun.shadow.bias = -0.0008;
+sun.shadow.radius = 3;
+scene.add(sun);
+
+/* ---------- voxel world (everything is a cube) ---------- */
+const items = []; // {p:[x,y,z], s:[sx,sy,sz], c:color, water:bool}
+function V(px,py,pz, sx,sy,sz, color, water=false){
+  items.push({ p:[px,py,pz], s:[sx,sy,sz], c:color, water });
+}
+
+const C = {
+  grassA:0x82b060, grassB:0x94bd6c, grassC:0x74a256,
+  path:0xd7c89e, pathB:0xcdba90,
+  dirt:0x8a6f4d,
+  stone:0xb9bec4, stoneB:0xa7adb4,
+  wood:0x7a4b2a, woodB:0x6b4126, woodD:0x5d3a22,
+  wall:0xf5ecd8, wallD:0xe8dcbe,
+  eave:0xa5432e, eaveB:0x8e3927,
+  gold:0xd9b64f, goldB:0xc29f3d,
+  torii:0xd7362a, toriiD:0xa5231b,
+  pinkA:0xf7a8c4, pinkB:0xfbc6d8, pinkC:0xf18fb6, pinkD:0xfddbe6,
+  water:0x59a6d8, waterD:0x4892c6,
+  rock:0x9ba0a6, rockD:0x84898f,
+};
+
+/* ---------- ground: voxel lawn with a sand path ---------- */
+const N = 21; // grid radius -> 43x43 voxels
+for (let gx=-N; gx<=N; gx++){
+  for (let gz=-N; gz<=N; gz++){
+    const r = rnd(gx, gz, 7);
+    const dPath = Math.abs(gx - gz) * Math.SQRT1_2; // distance to diagonal line
+    const along = (gx + gz) * Math.SQRT1_2;          // along that line
+    let col = pick([C.grassA, C.grassB, C.grassC, C.grassB, C.grassA], r);
+    if (dPath < 1.4 && along > 6 && along < 18.5) col = pick([C.path, C.pathB], rnd(gx,gz,3));
+    V(gx + 0.06*(r-0.5), 0.3 + 0.08*(r-0.5), gz + 0.06*(r-0.5), 1, 0.6, 1, col);
+  }
+}
+
+/* ---------- stone platform (two slab layers + rim) ---------- */
+function rectFilled(cx, cz, w, d, color){
+  for (let x=-w; x<=w; x++) for (let z=-d; z<=d; z++)
+    V(cx+x, 1.1, cz+z, 1, 0.55, 1, pick([C.stone, C.stoneB], rnd(x+cx+9, z+cz+3, 1)));
+}
+function rectRing(cx, cz, w, d, color){
+  for (let x=-w; x<=w; x++){ V(cx+x, 1.55, cz-d, 1, 0.5, 1, color); V(cx+x, 1.55, cz+d, 1, 0.5, 1, color); }
+  for (let z=-d+1; z<=d-1; z++){ V(cx-w, 1.55, cz+z, 1, 0.5, 1, color); V(cx+w, 1.55, cz+z, 1, 0.5, 1, color); }
+}
+for (let x=-7; x<=7; x++) for (let z=-7; z<=7; z++)
+  V(x, 0.62, z, 1, 0.55, 1, pick([C.stone, C.stoneB], rnd(x+11, z+5, 2)));
+for (let x=-6; x<=6; x++) for (let z=-6; z<=6; z++)
+  V(x, 1.32, z, 1, 0.55, 1, pick([C.stone, C.stoneB], rnd(x+3, z+8, 4)));
+rectRing(0, 0, 6, 6, 0x9aa0a6); // darker rim stones
+
+/* ---------- pagoda: five shrinking stories with upturned eaves ---------- */
+function story(cx, cz, y, half, bodyH, rot){
+  const R = rot * Math.PI / 180;
+  const co = Math.cos(R), so = Math.sin(R);
+  const put = (ix, iz, iy, w, h, d, col) => {
+    const lx = ix*co - iz*so, lz = ix*so + iz*co;
+    V(cx + lx, y + iy, cz + lz, w, h, d, col);
+  };
+  // solid body of walls
+  for (let x=-half; x<=half; x++) for (let z=-half; z<=half; z++)
+    put(x, z, bodyH*0.5, 1, bodyH, 1, pick([C.wall, C.wallD], rnd(x+cx+21, z+cz+13, 5)));
+  // dark wood corner posts
+  for (const [ox,oz] of [[half,half],[-half,half],[half,-half],[-half,-half],[0,half],[0,-half],[half,0],[-half,0]])
+    put(ox, oz, bodyH*0.5, 1.05, bodyH+0.15, 1.05, C.woodD);
+  // eave slab
+  put(0, 0, bodyH + 0.3, 2*half + 3, 0.45, 2*half + 3, 0xa5432e);
+  put(0, 0, bodyH + 0.62, 2*half + 1, 0.25, 2*half + 1, 0x8e3927);
+  // upturned corners: corner cubes lifted, edge cubes half-lifted
+  const eh = half + 1;
+  put(eh, eh, bodyH + 0.75, 1.2, 0.55, 1.2, C.eaveB);
+  put(-eh, eh, bodyH + 0.75, 1.2, 0.55, 1.2, C.eaveB);
+  put(eh, -eh, bodyH + 0.75, 1.2, 0.55, 1.2, C.eaveB);
+  put(-eh, -eh, bodyH + 0.75, 1.2, 0.55, 1.2, C.eaveB);
+  for (const s of [-1,1]){
+    put(eh-1, s*eh, bodyH + 0.42, 1.1, 0.35, 1.1, C.eave);
+    put(s*eh, eh-1, bodyH + 0.42, 1.1, 0.35, 1.1, C.eave);
+    put(-(eh-1), s*eh, bodyH + 0.42, 1.1, 0.35, 1.1, C.eave);
+    put(s*eh, -(eh-1), bodyH + 0.42, 1.1, 0.35, 1.1, C.eave);
+  }
+  return y + bodyH + 0.75;          // top of this story's eave = next base
+}
+let py = 1.6;                       // top of platform
+py = story(0, 0, py, 5, 2.6, 0);
+py = story(0, 0, py, 4, 2.4, 0);
+py = story(0, 0, py, 3, 2.2, 0);
+py = story(0, 0, py, 2, 2.0, 0);
+py = story(0, 0, py, 1, 1.8, 0);
+
+/* spire: gold pole, three shrinking rings, jewel finial */
+for (let ry of [py+1.2, py+2.5, py+3.7])
+  V(0, ry, 0, 1.8 - 0.35*((ry-py)/4), 0.35, 1.8 - 0.35*((ry-py)/4), C.goldB);
+for (let i=0; i<7; i++) V(0, py + 0.3 + i*0.9, 0, 0.5, 0.85, 0.5, i===6 ? C.goldB : C.gold);
+V(0, py + 7.1, 0, 0.3, 0.5, 0.3, C.gold);
+
+/* ---------- red torii gate ---------- */
+(function torii(){
+  const R = -0.7; // facing along the path
+  const co = Math.cos(R), so = Math.sin(R);
+  const cx = 12, cz = 12;
+  const put = (ix, iz, iy, w, h, d, col) => {
+    const lx = ix*co - iz*so, lz = ix*so + iz*co;
+    V(cx + lx, iy, cz + lz, w, h, d, col);
+  };
+  // stone footings
+  put(1.7, 0.6, 0.85, 1.2, 0.5, 1.2, C.rock); put(1.7, -0.6, 0.85, 1.2, 0.5, 1.2, C.rock);
+  put(-1.7, 0.6, 0.85, 1.2, 0.5, 1.2, C.rock); put(-1.7, -0.6, 0.85, 1.2, 0.5, 1.2, C.rock);
+  // two red pillars
+  for (const s of [-1,1])
+    for (let h=0; h<6; h++) put(1.7*s, 0, 1.1 + h*0.95, 0.62, 1.0, 0.62, h%3===2 ? C.toriiD : C.torii);
+  // shimaki (top curved lintel) with raised ends
+  for (let i=-2.4; i<=2.4; i+=0.8) put(i, 0, 6.9, 0.85, 0.55, 0.9, C.torii);
+  put(2.9, 0, 7.25, 0.9, 0.5, 0.9, C.toriiD); put(-2.9, 0, 7.25, 0.9, 0.5, 0.9, C.toriiD);
+  put(0, 0, 7.45, 0.8, 0.4, 0.8, C.toriiD);
+  // nuki (lower crossbeam) + central prop
+  for (let i=-1.7; i<=1.7; i+=0.85) put(i, 0, 5.6, 0.9, 0.5, 0.55, C.toriiD);
+  put(0, 0, 6.35, 0.55, 1.0, 0.55, C.torii);
+})();
+
+/* ---------- pond ---------- */
+(function pond(){
+  const cx = -11, cz = 9;
+  for (let x=-6; x<=6; x++) for (let z=-6; z<=6; z++){
+    const d = Math.hypot(x, z) + 1.1*(rnd(x+cx, z+cz, 9)-0.5);
+    if (d < 5.2) V(cx+x, 0.42, cz+z, 1, 0.34, 1, rnd(x,z,cx) > 0.5 ? C.water : C.waterD, true);
+  }
+  for (let a=0; a<16; a++){
+    const ang = a/16*Math.PI*2;
+    const r = 5.6 + 0.6*(rnd(a,1,2)-0.5);
+    V(cx + r*Math.cos(ang), 0.62, cz + r*Math.sin(ang), 1.15, 0.75, 1.15, rnd(a,a,a,3)>0.5?C.rock:C.rockD);
+  }
+})();
+
+/* ---------- cherry blossom trees ---------- */
+function tree(x, z, h, r, lean){
+  for (let i=0; i<h; i++)
+    V(x + lean*0.28*i*(rnd(i,1,1)-0.5)*2, 1.2 + i*1.05, z + 0.3*i*(rnd(i,2,2)-0.5)*2, 1, 1.1, 1, pick([C.wood,C.woodB,C.woodD], i/h));
+  for (let bx=-3; bx<=3; bx++) for (let by=-2; by<=3; by++) for (let bz=-3; bz<=3; bz++){
+    const d = Math.hypot(bx, by*1.25, bz);
+    if (d <= r + 1.4*(rnd(x+bx, z+bz+by, by) - 0.5)*1.6){
+      const q = rnd(x*bx+by, z*bz+by, bx+bz+by);
+      V(x + bx*0.92, 1.2 + h*1.02 + by*0.85, z + bz*0.92, 1.05, 1.05, 1.05,
+        pick([C.pinkA, C.pinkB, C.pinkC, C.pinkD, C.pinkA], q));
+    }
+  }
+}
+tree(13, -6, 5, 2.6, 0);
+tree(-13, -11, 4, 2.2, 0);
+tree(9, 15, 6, 2.9, 0);
+tree(-7, 16, 4, 2.0, 0);
+tree(17, 5, 3, 1.8, 0);
+
+/* ---------- drifting blossom petals ---------- */
+const PETALS = 110;
+const petals = [];
+for (let i=0; i<PETALS; i++){
+  petals.push({
+    x: (Math.random()*2-1)*18, z: (Math.random()*2-1)*18,
+    y: 3 + Math.random()*16,
+    vy: 0.5 + Math.random()*0.7,
+    sw: 0.4 + Math.random()*0.8,
+    ph: Math.random()*Math.PI*2,
+    rx: Math.random()*Math.PI, ry: Math.random()*Math.PI, rz: Math.random()*Math.PI,
+    spin: (Math.random()*2-1)*0.7,
+  });
+}
+
+/* ---------- build one instanced mesh for every voxel ---------- */
+const boxGeo = new THREE.BoxGeometry(1,1,1);
+const voxelMesh = new THREE.InstancedMesh(boxGeo, new THREE.MeshLambertMaterial(), items.length);
+voxelMesh.castShadow = true;
+voxelMesh.receiveShadow = true;
+const tmpM = new THREE.Matrix4(), tmpP = new THREE.Vector3(), tmpQ = new THREE.Quaternion(), tmpS = new THREE.Vector3();
+const tmpE = new THREE.Euler(), tmpC = new THREE.Color();
+for (let i=0; i<items.length; i++){
+  const it = items[i];
+  tmpM.makeScale(it.s[0], it.s[1], it.s[2]);
+  tmpM.setPosition(it.p[0], it.p[1], it.p[2]);
+  voxelMesh.setMatrixAt(i, tmpM);
+  voxelMesh.setColorAt(i, tmpC.setHex(it.c));
+}
+voxelMesh.instanceMatrix.needsUpdate = true;
+voxelMesh.instanceColor.needsUpdate = true;
+scene.add(voxelMesh);
+
+/* ---------- petal mesh ---------- */
+const petalMesh = new THREE.InstancedMesh(boxGeo, new THREE.MeshLambertMaterial(), PETALS);
+petalMesh.castShadow = true;
+petalMesh.receiveShadow = true;
+petalMesh.instanceMatrix.setUsage(THREE.DynamicDrawUsage);
+for (let i=0; i<PETALS; i++) petalMesh.setColorAt(i, tmpC.setHex(rnd(i,i,1)>0.5 ? C.pinkB : C.pinkA));
+petalMesh.instanceColor.needsUpdate = true;
+scene.add(petalMesh);
+
+/* ---------- animate ---------- */
+let last = performance.now();
+let elapsed = 0;
+window.__scene = scene; window.__petals = petals; window.__camera = camera;
+function tick(){
+  const now = performance.now();
+  const dt = Math.min((now - last) / 1000, 0.1);
+  last = now;
+  elapsed += dt;
+
+  // slow orbit
+  const a = 0.7 + elapsed * 0.055;
+  camera.position.set(Math.cos(a)*29, 13.5 + 2.5*Math.sin(elapsed*0.05), Math.sin(a)*29);
+  camera.lookAt(0, 6, 0);
+
+  // petals drift down, sway and tumble; respawn high up on landing
+  for (let i=0; i<PETALS; i++){
+    const p = petals[i];
+    p.y -= p.vy * dt;
+    if (p.y < 0.6){
+      p.y = 15 + Math.random()*7;
+      p.x = (Math.random()*2-1)*16;
+      p.z = (Math.random()*2-1)*16;
+    }
+    p.rx += p.spin*dt; p.rz += p.spin*0.6*dt;
+    const swx = Math.sin(elapsed*p.sw + p.ph)*0.7;
+    const swz = Math.cos(elapsed*p.sw*0.8 + p.ph)*0.7;
+    tmpE.set(p.rx, p.ry, p.rz);
+    tmpQ.setFromEuler(tmpE);
+    tmpP.set(p.x + swx, p.y, p.z + swz);
+    tmpS.set(0.34, 0.09, 0.34);
+    tmpM.compose(tmpP, tmpQ, tmpS);
+    petalMesh.setMatrixAt(i, tmpM);
+  }
+  petalMesh.instanceMatrix.needsUpdate = true;
+
+  renderer.render(scene, camera);
+  requestAnimationFrame(tick);
+}
+tick();
+</script>
+</body>
+</html>
diff --git a/site/live/agent-pagoda/t8-pagoda-orcarouter-r1/page.html b/site/live/agent-pagoda/t8-pagoda-orcarouter-r1/page.html
new file mode 100644
index 0000000..2be3cdf
--- /dev/null
+++ b/site/live/agent-pagoda/t8-pagoda-orcarouter-r1/page.html
@@ -0,0 +1,281 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<title>Voxel Pagoda</title>
+<style>
+  html,body{margin:0;width:100%;height:100%;overflow:hidden;background:#fde7ef;}
+  canvas{display:block;}
+</style>
+<script type="importmap">
+{ "imports": { "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js" } }
+</script>
+</head>
+<body>
+<script type="module">
+import * as THREE from 'three';
+
+// ---------- helpers ----------
+function mulberry32(a){return function(){a|=0;a=a+0x6D2B79F5|0;let t=Math.imul(a^a>>>15,1|a);t=t+Math.imul(t^t>>>7,61|t)^t;return((t^t>>>14)>>>0)/4294967296;};}
+const rnd = mulberry32(20261017);
+const pick = arr => arr[Math.floor(rnd()*arr.length)];
+
+// ---------- scene ----------
+const scene = new THREE.Scene();
+scene.background = new THREE.Color(0xf8ecf2);
+scene.fog = new THREE.Fog(0xf8ecf2, 90, 240);
+
+const camera = new THREE.PerspectiveCamera(50, window.innerWidth/window.innerHeight, 0.1, 500);
+
+const renderer = new THREE.WebGLRenderer({antialias:true, preserveDrawingBuffer:true});
+renderer.setSize(window.innerWidth, window.innerHeight);
+renderer.setPixelRatio(Math.min(window.devicePixelRatio, 2));
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFSoftShadowMap;
+document.body.appendChild(renderer.domElement);
+
+// ---------- lights ----------
+const hemi = new THREE.HemisphereLight(0xcfe4ff, 0x8d7b64, 3.0);
+scene.add(hemi);
+
+const sun = new THREE.DirectionalLight(0xfff1d6, 8);
+sun.position.set(38, 52, 26);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+sun.shadow.camera.left = -60; sun.shadow.camera.right = 60;
+sun.shadow.camera.top = 60;  sun.shadow.camera.bottom = -60;
+sun.shadow.camera.near = 5;  sun.shadow.camera.far = 200;
+sun.shadow.normalBias = 0.05;
+scene.add(sun);
+
+const fill = new THREE.DirectionalLight(0xffd7e6, 1.6);
+fill.position.set(-30, 25, -40);
+scene.add(fill);
+
+// ---------- cube batching ----------
+const statics = []; // {x,y,z,c} center positions
+function cube(x, y, z, c){ statics.push({x:x+0.5, y:y+0.5, z:z+0.5, c}); }
+
+// palettes
+const GRASS  = [0x6fae4e, 0x66a246, 0x7cba58];
+const STONE  = [0x9e9a90, 0xa8a49a, 0x948f85];
+const PATHC  = [0xc4b89a, 0xbcae90];
+const DARKSTONE = 0x7d7a72;
+const CREAM  = [0xf2e7d5, 0xeaddc8];
+const DARKWOOD = 0x4a3b2f;
+const RED    = 0xb5352a;
+const DOORDARK = 0x2c2620;
+const SLATE  = [0x4a5262, 0x444c5c, 0x515a6b];
+const SLATEDK= 0x3a4150;
+const GOLD   = 0xe8b64a;
+const TRUNK  = 0x6b4a33;
+const BLOSSOM= [0xf9b9d2, 0xffcfe0, 0xf2a3c2, 0xf7b0cd];
+const WATER  = [0x3a7ca8, 0x4287b3, 0x357ba5];
+const TORII  = 0xd63b2c;
+const KASAGI = 0x332f2c;
+
+// ---------- ground with pond + path ----------
+const waterList = [];
+for(let x=-30; x<=30; x++){
+  for(let z=-30; z<=30; z++){
+    const d = Math.hypot(x+15, z-8);
+    if(d <= 4.2){ waterList.push([x+0.75, -1+0.5-0.25, z+0.75]); }
+    else if(d <= 5.4){ cube(x, -1, z, DARKSTONE); }
+    else if(x >= -1 && x <= 1 && z >= 10 && z <= 19){ cube(x, -1, z, pick(PATHC)); }
+    else { cube(x, -1, z, pick(GRASS)); }
+  }
+}
+
+// ---------- stone platform ----------
+for(let x=-9; x<=9; x++) for(let z=-9; z<=9; z++) for(let y=0; y<=1; y++) cube(x, y, z, pick(STONE));
+// step in front
+for(let x=-2; x<=2; x++) cube(x, 0, 10, pick(STONE));
+// railing posts around platform edge
+for(let i=-9; i<=9; i+=3){
+  if(!(zGap(i))){ cube(i, 2, 9, DARKSTONE); }
+  cube(i, 2, -9, DARKSTONE);
+  cube(9, 2, i, DARKSTONE); cube(-9, 2, i, DARKSTONE);
+}
+function zGap(i){ return Math.abs(i) <= 1; }
+
+// ---------- pagoda ----------
+const tiers = [[2,6],[6,5],[10,4],[14,3],[18,2]];
+tiers.forEach(([base, s], i) => {
+  for(let y=base; y<=base+2; y++){
+    for(let x=-s; x<=s; x++){
+      for(let z=-s; z<=s; z++){
+        const surf = (Math.abs(x)===s || Math.abs(z)===s);
+        const corner = (Math.abs(x)===s && Math.abs(z)===s);
+        let c;
+        if(y === base+2 && surf) c = RED;
+        else if(corner) c = DARKWOOD;
+        else if(i===0 && z===s && x===0 && y<=base+1) c = DOORDARK;
+        else if(surf && y===base+1 && ((x===0 && Math.abs(z)===s) || (z===0 && Math.abs(x)===s))) c = DOORDARK;
+        else c = surf ? pick(CREAM) : DARKWOOD;
+        cube(x, y, z, c);
+      }
+    }
+  }
+});
+// roofs: solid stepped slabs with lifted corners
+tiers.forEach(([base, s], i) => {
+  const S = s + 2;
+  if(i < 4){
+    for(let x=-S; x<=S; x++) for(let z=-S; z<=S; z++) cube(x, base+3, z, pick(SLATE));
+    cube(S, base+4, S, SLATEDK); cube(-S, base+4, S, SLATEDK);
+    cube(S, base+4, -S, SLATEDK); cube(-S, base+4, -S, SLATEDK);
+  } else {
+    // top pyramid roof
+    for(let x=-4; x<=4; x++) for(let z=-4; z<=4; z++) cube(x, 21, z, pick(SLATE));
+    for(let x=-3; x<=3; x++) for(let z=-3; z<=3; z++) cube(x, 22, z, pick(SLATE));
+    for(let x=-2; x<=2; x++) for(let z=-2; z<=2; z++) cube(x, 23, z, pick(SLATE));
+    cube(0, 24, 0, pick(SLATE));
+    cube(4, 22, 4, SLATEDK); cube(-4, 22, 4, SLATEDK);
+    cube(4, 22, -4, SLATEDK); cube(-4, 22, -4, SLATEDK);
+  }
+});
+// spire
+for(let y=25; y<=31; y++) cube(0, y, 0, GOLD);
+[[26],[28]].forEach(ry => {
+  cube(1, ry[0], 0, GOLD); cube(-1, ry[0], 0, GOLD);
+  cube(0, ry[0], 1, GOLD); cube(0, ry[0], -1, GOLD);
+});
+cube(0, 32, 0, GOLD);
+
+// ---------- torii gate at z=20 ----------
+for(const px of [-5, 5]){
+  cube(px, 0, 20, DARKSTONE);
+  for(let y=1; y<=9; y++) cube(px, y, 20, TORII);
+}
+for(let x=-8; x<=8; x++) cube(x, 10, 20, KASAGI);
+cube(8, 11, 20, KASAGI); cube(-8, 11, 20, KASAGI);
+for(let x=-7; x<=7; x++){ if(Math.abs(x) !== 5) cube(x, 7, 20, TORII); }
+cube(0, 8, 20, TORII); cube(0, 9, 20, TORII);
+
+// ---------- stone lanterns beside path ----------
+function lantern(lx, lz){
+  cube(lx, 0, lz, DARKSTONE);
+  cube(lx, 1, lz, pick(STONE));
+  cube(lx, 2, lz, 0xffe9a8);
+  cube(lx, 3, lz, pick(STONE));
+}
+lantern(-4, 14); lantern(4, 14);
+
+// ---------- cherry blossom trees ----------
+function tree(cx, cz, seed){
+  const r2 = mulberry32(seed);
+  const th = 4 + Math.floor(r2()*3);
+  for(let y=0; y<th; y++) cube(cx, y, cz, TRUNK);
+  if(r2()<0.6) cube(cx, th, cz, TRUNK);
+  for(let dx=-4; dx<=4; dx++){
+    for(let dz=-4; dz<=4; dz++){
+      for(let dy=0; dy<=4; dy++){
+        const d = dx*dx + dz*dz + dy*dy*1.6;
+        if(d <= 13 + r2()*4){
+          const yy = th + dy;
+          if(dx===0 && dz===0 && yy < th+1) continue;
+          cube(cx+dx, yy, cz+dz, BLOSSOM[Math.floor(r2()*BLOSSOM.length)]);
+        }
+      }
+    }
+  }
+}
+tree(-22, -14, 11); tree(22, -10, 22); tree(-16, 22, 33); tree(18, 20, 44); tree(-24, 4, 55);
+
+// ---------- static instanced mesh ----------
+const boxGeo = new THREE.BoxGeometry(1, 1, 1);
+const staticMat = new THREE.MeshLambertMaterial();
+const staticMesh = new THREE.InstancedMesh(boxGeo, staticMat, statics.length);
+staticMesh.castShadow = true;
+staticMesh.receiveShadow = true;
+{
+  const m = new THREE.Matrix4(); const col = new THREE.Color();
+  statics.forEach((e, i) => {
+    m.makeTranslation(e.x, e.y, e.z);
+    staticMesh.setMatrixAt(i, m);
+    staticMesh.setColorAt(i, col.setHex(e.c));
+  });
+}
+scene.add(staticMesh);
+
+// ---------- water ----------
+const waterMesh = new THREE.InstancedMesh(boxGeo, new THREE.MeshPhongMaterial({shininess:90, specular:0x88bbee}), waterList.length);
+waterMesh.receiveShadow = true;
+{
+  const m = new THREE.Matrix4(); const col = new THREE.Color();
+  waterList.forEach((p, i) => {
+    m.makeTranslation(p[0], p[1], p[2]);
+    waterMesh.setMatrixAt(i, m);
+    waterMesh.setColorAt(i, col.setHex(WATER[i % WATER.length]));
+  });
+}
+scene.add(waterMesh);
+
+// ---------- petals ----------
+const NP = 110;
+const petalGeo = new THREE.BoxGeometry(0.5, 0.1, 0.7);
+const petalMesh = new THREE.InstancedMesh(petalGeo, new THREE.MeshLambertMaterial(), NP);
+petalMesh.instanceMatrix.setUsage(THREE.DynamicDrawUsage);
+const petals = [];
+for(let i=0; i<NP; i++){
+  petals.push({
+    x: (rnd()*2-1)*26, z: (rnd()*2-1)*26,
+    y0: rnd()*26, speed: 0.6 + rnd()*0.8,
+    phase: rnd()*Math.PI*2, wf: 0.4 + rnd()*0.8, spin: 0.5 + rnd()*1.2,
+    shade: BLOSSOM[Math.floor(rnd()*BLOSSOM.length)]
+  });
+}
+scene.add(petalMesh);
+
+// ---------- camera orbit ----------
+const R = 46, H = 16, TY = 12, START = 0;
+const SPEED = 0.07;
+
+const _m = new THREE.Matrix4();
+const _q = new THREE.Quaternion();
+const _e = new THREE.Euler();
+const _p = new THREE.Vector3();
+const _s = new THREE.Vector3(1,1,1);
+const _col = new THREE.Color();
+
+function updatePetals(t){
+  for(let i=0; i<NP; i++){
+    const pt = petals[i];
+    let y = pt.y0 - t*pt.speed;
+    y = ((y % 26) + 26) % 26;
+    const px = pt.x + Math.sin(t*pt.wf + pt.phase)*1.4;
+    const pz = pt.z + Math.cos(t*pt.wf*0.9 + pt.phase)*1.4;
+    _e.set(t*pt.spin*0.7, pt.phase*3 + t*pt.spin, t*pt.spin*0.5);
+    _q.setFromEuler(_e);
+    _p.set(px, Math.max(y, 0.15), pz);
+    _m.compose(_p, _q, _s);
+    petalMesh.setMatrixAt(i, _m);
+    petalMesh.setColorAt(i, _col.setHex(pt.shade));
+  }
+  petalMesh.instanceMatrix.needsUpdate = true;
+  if(petalMesh.instanceColor) petalMesh.instanceColor.needsUpdate = true;
+}
+
+window.addEventListener('resize', () => {
+  camera.aspect = window.innerWidth/window.innerHeight;
+  camera.updateProjectionMatrix();
+  renderer.setSize(window.innerWidth, window.innerHeight);
+});
+
+const clock = new THREE.Clock();
+function animate(){
+  const t = clock.getElapsedTime();
+  const a = START + t*SPEED;
+  camera.position.set(Math.sin(a)*R, H, Math.cos(a)*R);
+  camera.lookAt(0, TY, 0);
+  updatePetals(t);
+  renderer.render(scene, camera);
+  window.__frame = (window.__frame||0)+1;
+}
+renderer.setAnimationLoop(animate);
+
+window.__scene = scene; window.__camera = camera; window.__renderer = renderer; window.__THREE = THREE;
+window.__staticMesh = staticMesh; window.__waterMesh = waterMesh; window.__petalMesh = petalMesh; window.__items = statics;
+</script>
+</body>
+</html>
diff --git a/site/live/agent-pagoda/t8-pagoda-orcasaq2-r1/page.html b/site/live/agent-pagoda/t8-pagoda-orcasaq2-r1/page.html
new file mode 100644
index 0000000..75f7045
--- /dev/null
+++ b/site/live/agent-pagoda/t8-pagoda-orcasaq2-r1/page.html
@@ -0,0 +1,352 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>Voxel Pagoda Garden</title>
+<style>
+  html, body { margin: 0; height: 100%; overflow: hidden; background: #bcd7ee; }
+  canvas { display: block; }
+</style>
+</head>
+<body>
+<script type="module">
+import * as THREE from 'https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js';
+
+const scene = new THREE.Scene();
+scene.background = new THREE.Color(0xbcd7ee);
+scene.fog = new THREE.Fog(0xbcd7ee, 75, 190);
+
+const camera = new THREE.PerspectiveCamera(50, innerWidth / innerHeight, 0.1, 500);
+const renderer = new THREE.WebGLRenderer({ antialias: true, preserveDrawingBuffer: true });
+renderer.setPixelRatio(Math.min(window.devicePixelRatio || 1, 1.5));
+renderer.setSize(innerWidth, innerHeight);
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFShadowMap;
+renderer.toneMapping = THREE.ACESFilmicToneMapping;
+renderer.toneMappingExposure = 1.15;
+document.body.appendChild(renderer.domElement);
+
+addEventListener('resize', () => {
+  camera.aspect = innerWidth / innerHeight;
+  camera.updateProjectionMatrix();
+  renderer.setSize(innerWidth, innerHeight);
+});
+
+// ---------- lights ----------
+scene.add(new THREE.HemisphereLight(0xdfeaff, 0x7a9a6a, 1.1));
+const sun = new THREE.DirectionalLight(0xfff1dc, 2.6);
+sun.position.set(28, 42, 18);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+sun.shadow.camera.left = -48;
+sun.shadow.camera.right = 48;
+sun.shadow.camera.top = 48;
+sun.shadow.camera.bottom = -48;
+sun.shadow.camera.near = 1;
+sun.shadow.camera.far = 140;
+sun.shadow.bias = -0.0004;
+sun.shadow.normalBias = 0.5;
+scene.add(sun);
+scene.add(sun.target);
+
+// ---------- material registry & merged-box builder ----------
+const MATS = {};
+function mkMat(key, color, extra) {
+  MATS[key] = new THREE.MeshLambertMaterial(Object.assign({ color }, extra || {}));
+  return key;
+}
+const _mat = { ground: mkMat('ground', 0x7fae62), stone1: mkMat('stone1', 0x9b9b93), stone2: mkMat('stone2', 0xa5a59c), stone3: mkMat('stone3', 0x90908a), body: mkMat('body', 0xb25a38), dark: mkMat('dark', 0x38271f), eave1: mkMat('eave1', 0x45414d), eave2: mkMat('eave2', 0x5a5566), eave3: mkMat('eave3', 0x67616f), spire1: mkMat('spire1', 0x7a5f38), spire2: mkMat('spire2', 0x8a6d3f), spire3: mkMat('spire3', 0x96764a), gold: mkMat('gold', 0xd9a441), red: mkMat('red', 0xd84a35), cap: mkMat('cap', 0x3a3a40), trunk: mkMat('trunk', 0x5d473a), pink1: mkMat('pink1', 0xf7b7ca), pink2: mkMat('pink2', 0xf9c9d8), pink3: mkMat('pink3', 0xf1a3bb), pondfloor: mkMat('pondfloor', 0x3f5f8a), rim: mkMat('rim', 0x8f8f88), lily: mkMat('lily', 0x6f9e57), path: mkMat('path', 0x9a9a92), lt1: mkMat('lt1', 0x94948c), lt2: mkMat('lt2', 0x8a8a82), lamp: mkMat('lamp', 0xf4d27a, { emissive: 0xf4d27a, emissiveIntensity: 0.8 }), g1: mkMat('g1', 0x6f9e57), g2: mkMat('g2', 0x79a85f), g3: mkMat('g3', 0x659650), g4: mkMat('g4', 0x82b06a), rock: mkMat('rock', 0x8d8d85) };
+
+const buckets = new Map();
+function addBox(w, h, d, x, y, z, key, rot, parent) {
+  let b = buckets.get(key);
+  if (!b) { b = { pos: [], nor: [], idx: [], base: 0 }; buckets.set(key, b); }
+  const g = new THREE.BoxGeometry(w, h, d);
+  const p = g.attributes.position, n = g.attributes.normal, ix = g.index;
+  const e = new THREE.Euler(rot ? rot[0] : 0, rot ? rot[1] : 0, rot ? rot[2] : 0);
+  const q = new THREE.Quaternion().setFromEuler(e);
+  let m = new THREE.Matrix4().compose(new THREE.Vector3(x, y, z), q, new THREE.Vector3(1, 1, 1));
+  if (parent) {
+    const pm = new THREE.Matrix4();
+    const pq = new THREE.Quaternion().setFromEuler(parent.rotation);
+    pm.compose(parent.position, pq, new THREE.Vector3(1, 1, 1));
+    m = pm.multiply(m);
+  }
+  const nm = new THREE.Matrix3().getNormalMatrix(m);
+  const v = new THREE.Vector3();
+  for (let i = 0; i < p.count; i++) {
+    v.fromBufferAttribute(p, i).applyMatrix4(m);
+    b.pos.push(v.x, v.y, v.z);
+    v.fromBufferAttribute(n, i).applyMatrix3(nm);
+    b.nor.push(v.x, v.y, v.z);
+  }
+  for (let i = 0; i < ix.count; i++) b.idx.push(ix.array[i] + b.base);
+  b.base += p.count;
+  g.dispose();
+}
+function buildBuckets() {
+  for (const [key, b] of buckets) {
+    const geo = new THREE.BufferGeometry();
+    geo.setAttribute('position', new THREE.Float32BufferAttribute(b.pos, 3));
+    geo.setAttribute('normal', new THREE.Float32BufferAttribute(b.nor, 3));
+    geo.setIndex(b.idx);
+    const mesh = new THREE.Mesh(geo, MATS[key]);
+    mesh.castShadow = true;
+    mesh.receiveShadow = true;
+    scene.add(mesh);
+  }
+}
+
+// ---------- ground ----------
+addBox(92, 0.6, 92, 0, -0.3, 0, _mat.ground);
+
+// ---------- stone platform ----------
+addBox(16, 0.8, 16, 0, 0.4, 0, _mat.stone1);
+addBox(13, 0.8, 13, 0, 1.2, 0, _mat.stone2);
+addBox(10.5, 0.8, 10.5, 0, 2.0, 0, _mat.stone3);
+
+// ---------- five-story pagoda ----------
+const bodyW = [6.4, 5.8, 5.2, 4.6, 4.0];
+const overhang = [3.4, 3.0, 2.6, 2.2, 1.8];
+const bodyH = 2.3;
+let y = 2.4;
+for (let i = 0; i < 5; i++) {
+  const b = bodyW[i];
+  addBox(b, bodyH, b, 0, y + bodyH / 2, 0, _mat.body);
+  if (i === 0) {
+    addBox(1.5, 1.9, 0.16, 0, y + 0.95, b / 2 + 0.03, _mat.dark);
+  } else {
+    addBox(0.9, 1.3, 0.16, -b * 0.22, y + 1.25, b / 2 + 0.03, _mat.dark);
+    addBox(0.9, 1.3, 0.16, b * 0.22, y + 1.25, b / 2 + 0.03, _mat.dark);
+  }
+  const e = b + overhang[i];
+  addBox(e, 0.55, e, 0, y + bodyH - 0.275, 0, _mat.eave1);
+  for (const sx of [-1, 1]) {
+    for (const sz of [-1, 1]) {
+      const cx = sx * e / 2, cz = sz * e / 2;
+      addBox(1.15, 0.4, 1.15, cx + sx * 0.15, y + bodyH + 0.05, cz + sz * 0.15, _mat.eave2);
+      addBox(0.85, 0.35, 0.85, cx + sx * 0.95, y + bodyH + 0.45, cz + sz * 0.95, _mat.eave2);
+      addBox(0.6, 0.3, 0.6, cx + sx * 1.55, y + bodyH + 0.85, cz + sz * 1.55, _mat.eave3);
+    }
+  }
+  y += bodyH;
+}
+// spire (sorin)
+addBox(2.2, 0.45, 2.2, 0, y + 0.22, 0, _mat.spire1);
+addBox(0.6, 3.4, 0.6, 0, y + 1.95, 0, _mat.spire2);
+const rings = [2.0, 1.7, 1.4, 1.1, 0.8];
+const rh = [0.32, 0.3, 0.28, 0.26, 0.24];
+let ry = y + 3.75;
+for (let i = 0; i < rings.length; i++) {
+  addBox(rings[i], rh[i], rings[i], 0, ry, 0, _mat.spire3);
+  ry += 0.42;
+}
+addBox(0.55, 0.55, 0.55, 0, ry + 0.15, 0, _mat.gold);
+addBox(0.2, 0.5, 0.2, 0, ry + 0.7, 0, _mat.gold);
+
+// ---------- red torii gate ----------
+const gate = new THREE.Group();
+gate.position.set(12, 0, 10);
+gate.rotation.y = Math.atan2(-12, -10);
+scene.add(gate);
+for (const s of [-1, 1]) {
+  addBox(1.2, 0.5, 1.2, s * 2.4, 0.25, 0, _mat.stone1, null, gate);
+  addBox(0.85, 4.6, 0.85, s * 2.4, 2.3, 0, _mat.red, null, gate);
+}
+addBox(6.4, 0.5, 0.6, 0, 3.3, 0, _mat.red, null, gate);
+addBox(0.4, 0.9, 0.5, 0, 3.95, 0, _mat.red, null, gate);
+addBox(7.6, 0.5, 1.1, 0, 4.55, 0, _mat.red, null, gate);
+addBox(7.9, 0.22, 1.3, 0, 4.95, 0, _mat.cap, null, gate);
+for (const s of [-1, 1]) {
+  addBox(1.0, 0.3, 1.2, s * 3.9, 5.14, 0, _mat.cap, [0, 0, s * 0.3], gate);
+}
+
+// ---------- cherry blossom trees ----------
+const treePos = [[-12, -8], [14.5, -6], [-15, 7], [7, 16]];
+for (const [tx, tz] of treePos) {
+  const g = new THREE.Group();
+  g.position.set(tx, 0, tz);
+  g.rotation.y = Math.random() * Math.PI * 2;
+  scene.add(g);
+  addBox(0.9, 2.6, 0.9, 0, 1.3, 0, _mat.trunk, null, g);
+  addBox(0.55, 1.8, 0.55, 0.7, 3.2, 0.4, _mat.trunk, [0, 0, -0.5], g);
+  addBox(0.5, 1.6, 0.5, -0.6, 3.0, -0.3, _mat.trunk, [0.4, 0, 0.4], g);
+  addBox(4.6, 3.0, 4.6, 0, 4.6, 0, _mat.pink1, null, g);
+  addBox(2.8, 2.2, 2.6, 2.0, 5.6, 1.2, _mat.pink2, null, g);
+  addBox(2.6, 2.0, 2.8, -2.1, 5.4, -0.8, _mat.pink2, null, g);
+  addBox(2.4, 1.8, 2.4, 0.4, 6.2, -1.8, _mat.pink3, null, g);
+  addBox(2.2, 1.7, 2.2, -0.8, 6.4, 0.9, _mat.pink1, null, g);
+  addBox(2.0, 1.6, 2.0, 1.6, 4.2, -1.9, _mat.pink3, null, g);
+}
+
+// ---------- pond ----------
+const PX = -3, PZ = 14.5;
+addBox(8.4, 0.2, 4.7, PX, -0.12, PZ, _mat.pondfloor);
+addBox(9.6, 0.5, 1.0, PX, 0.18, PZ - 2.85, _mat.rim);
+addBox(9.6, 0.5, 1.0, PX, 0.18, PZ + 2.85, _mat.rim);
+addBox(1.0, 0.5, 4.7, PX - 4.3, 0.18, PZ, _mat.rim);
+addBox(1.0, 0.5, 4.7, PX + 4.3, 0.18, PZ, _mat.rim);
+for (let i = 0; i < 4; i++) {
+  addBox(0.7, 0.06, 0.7, PX + (Math.random() - 0.5) * 6.5, 0.16, PZ + (Math.random() - 0.5) * 3.4, _mat.lily);
+}
+for (let i = 0; i < 6; i++) {
+  addBox(0.25, 0.03, 0.16, PX + (Math.random() - 0.5) * 7, 0.16, PZ + (Math.random() - 0.5) * 3.8, _mat.pink2, [0, Math.random() * Math.PI, 0]);
+}
+
+// ---------- stone path ----------
+const pathAngle = Math.atan2(0.768, 0.640);
+const stones = [[4.8, 3.6], [6.9, 5.7], [9.0, 7.8], [10.9, 9.6]];
+for (const [sx, sz] of stones) {
+  addBox(1.5, 0.22, 1.1, sx, 0.11, sz, _mat.path, [0, Math.PI / 2 - pathAngle, 0]);
+}
+
+// ---------- stone lanterns ----------
+function lantern(x, z) {
+  addBox(0.9, 0.4, 0.9, x, 0.2, z, _mat.lt1);
+  addBox(0.35, 1.1, 0.35, x, 0.95, z, _mat.lt2);
+  addBox(0.34, 0.34, 0.34, x, 1.66, z, _mat.lamp);
+  addBox(1.1, 0.45, 1.1, x, 1.75, z, _mat.lt1);
+  addBox(1.35, 0.22, 1.35, x, 2.05, z, _mat.lt2);
+  addBox(0.3, 0.25, 0.3, x, 2.25, z, _mat.lt1);
+}
+lantern(4.2, 4.2);
+lantern(-7.5, 10.5);
+
+// ---------- grass tufts & rocks ----------
+const grassKeys = [_mat.g1, _mat.g2, _mat.g3, _mat.g4];
+function clearOf(x, z, pad) {
+  if (Math.abs(x) < 9.5 + pad && Math.abs(z) < 9.5 + pad) return false;
+  if (x > -8.6 - pad && x < 2.6 + pad && z > 10.2 - pad && z < 18.8 + pad) return false;
+  if (Math.hypot(x - 12, z - 10) < 3.6 + pad) return false;
+  for (const [tx, tz] of treePos) if (Math.hypot(x - tx, z - tz) < 2.0 + pad) return false;
+  return true;
+}
+for (let i = 0; i < 130; i++) {
+  for (let t = 0; t < 25; t++) {
+    const a = Math.random() * Math.PI * 2;
+    const r = 9.5 + Math.random() * 33;
+    const x = Math.cos(a) * r, z = Math.sin(a) * r;
+    if (!clearOf(x, z, 0)) continue;
+    const h = 0.25 + Math.random() * 0.45;
+    const s = 0.4 + Math.random() * 0.8;
+    addBox(s, h, s, x, h / 2, z, grassKeys[i % 4]);
+    break;
+  }
+}
+for (let i = 0; i < 10; i++) {
+  for (let t = 0; t < 25; t++) {
+    const a = Math.random() * Math.PI * 2;
+    const r = 10 + Math.random() * 32;
+    const x = Math.cos(a) * r, z = Math.sin(a) * r;
+    if (!clearOf(x, z, 0.2)) continue;
+    const s = 0.4 + Math.random() * 0.6;
+    addBox(s, s * 0.6, s, x, s * 0.3, z, _mat.rock);
+    break;
+  }
+}
+
+// ---------- water (separate material) ----------
+const water = new THREE.Mesh(
+  new THREE.BoxGeometry(8.4, 0.12, 4.7),
+  new THREE.MeshPhongMaterial({ color: 0x4f86c2, shininess: 90, specular: 0x99c4ff })
+);
+water.position.set(PX, 0.08, PZ);
+water.receiveShadow = true;
+scene.add(water);
+
+buildBuckets();
+
+// ---------- falling blossom petals (instanced) ----------
+const PETALS = 60;
+const petalInst = new THREE.InstancedMesh(
+  new THREE.BoxGeometry(0.26, 0.02, 0.18),
+  new THREE.MeshLambertMaterial({ color: 0xf9c2d0 }),
+  PETALS
+);
+petalInst.instanceMatrix.setUsage(THREE.DynamicDrawUsage);
+petalInst.castShadow = true;
+scene.add(petalInst);
+const petalData = [];
+function spawnPetal(p, first) {
+  const ti = (Math.random() * treePos.length) | 0;
+  const [tx, tz] = treePos[ti];
+  p.x = tx + (Math.random() - 0.5) * 8;
+  p.z = tz + (Math.random() - 0.5) * 8;
+  p.y = first ? 1 + Math.random() * 11 : 8 + Math.random() * 6;
+  p.vy = 0.5 + Math.random() * 0.8;
+  p.ph = Math.random() * Math.PI * 2;
+  p.sw = 0.4 + Math.random() * 0.7;
+  p.rx = Math.random() * Math.PI;
+  p.ry = Math.random() * Math.PI;
+  p.rw = new THREE.Vector3(Math.random() - 0.5, Math.random() - 0.5, Math.random() - 0.5);
+}
+for (let i = 0; i < PETALS; i++) {
+  const p = {};
+  spawnPetal(p, true);
+  p.rx = Math.random() * Math.PI;
+  p.ry = Math.random() * Math.PI;
+  petalData.push(p);
+}
+// a few petals resting on the ground
+for (let i = 0; i < 30; i++) {
+  const ti = (Math.random() * treePos.length) | 0;
+  const [tx, tz] = treePos[ti];
+  addBox(0.26, 0.03, 0.18, tx + (Math.random() - 0.5) * 10, 0.02, tz + (Math.random() - 0.5) * 10, _mat.pink2, [0, Math.random() * Math.PI, 0]);
+}
+
+// ---------- camera orbit ----------
+const ORBIT_R = 38, ORBIT_H = 17, LOOK = new THREE.Vector3(0, 6.5, 0), SPIN = 0.1, A0 = 0.6;
+function placeCamera(t) {
+  const a = A0 + t * SPIN;
+  camera.position.set(ORBIT_R * Math.sin(a), ORBIT_H, ORBIT_R * Math.cos(a));
+  camera.lookAt(LOOK);
+}
+placeCamera(0);
+
+// ---------- debug hooks ----------
+window.__scene = scene;
+window.__renderer = renderer;
+window.__camera = camera;
+window.__frame = (x, y) => {
+  const gl = renderer.getContext();
+  const px = new Uint8Array(4);
+  gl.readPixels(x | 0, y | 0, 1, 1, gl.RGBA, gl.UNSIGNED_BYTE, px);
+  return [px[0], px[1], px[2], px[3]];
+};
+
+// ---------- animation ----------
+const dummy = new THREE.Object3D();
+let last = performance.now();
+function updatePetals(dt, t) {
+  for (let i = 0; i < PETALS; i++) {
+    const p = petalData[i];
+    p.y -= p.vy * dt;
+    p.x += Math.sin(t * p.sw * 2 + p.ph) * 0.35 * dt;
+    p.z += Math.cos(t * p.sw * 1.7 + p.ph) * 0.35 * dt;
+    if (p.y < 0.06) spawnPetal(p, false);
+    p.rx += p.rw.x * dt * 2;
+    p.ry += p.rw.y * dt * 2;
+    dummy.position.set(p.x, p.y, p.z);
+    dummy.rotation.set(p.rx, p.ry, 0);
+    dummy.updateMatrix();
+    petalInst.setMatrixAt(i, dummy.matrix);
+  }
+  petalInst.instanceMatrix.needsUpdate = true;
+}
+function animate() {
+  requestAnimationFrame(animate);
+  const now = performance.now();
+  let dt = (now - last) / 1000;
+  last = now;
+  if (dt > 0.05) dt = 0.05;
+  const t = now / 1000;
+  updatePetals(dt, t);
+  placeCamera(t);
+  renderer.render(scene, camera);
+}
+renderer.render(scene, camera); // pre-warm shaders
+animate();
+</script>
+</body>
+</html>
diff --git a/site/live/agent-pagoda/t8-pagoda-q38cyber-r1/page.html b/site/live/agent-pagoda/t8-pagoda-q38cyber-r1/page.html
new file mode 100644
index 0000000..8258b84
--- /dev/null
+++ b/site/live/agent-pagoda/t8-pagoda-q38cyber-r1/page.html
@@ -0,0 +1,250 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="utf-8"/>
+<meta name="viewport" content="width=device-width,initial-scale=1"/>
+<title>voxel pagoda</title>
+<style>
+html,body{margin:0;height:100%;overflow:hidden;background:#bcd8e8}
+canvas{display:block}
+</style>
+<script type="importmap">
+{
+"imports":{
+"three":"https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js",
+"three/addons/":"https://cdn.jsdelivr.net/npm/three@0.186.1/examples/jsm/"
+}
+}
+</script>
+</head>
+<body>
+<script type="module">
+import * as THREE from 'three';
+
+let seed = 20260215;
+const rnd = () => (seed = (seed * 1664525 + 1013904223) >>> 0, seed / 4294967296);
+const R = (a, b) => a + rnd() * (b - a);
+
+const scene = new THREE.Scene();
+scene.background = new THREE.Color(0xbcd8e8);
+
+const camera = new THREE.PerspectiveCamera(42, innerWidth / innerHeight, 0.1, 220);
+
+const renderer = new THREE.WebGLRenderer({ antialias: true });
+renderer.setSize(innerWidth, innerHeight);
+renderer.setPixelRatio(Math.min(devicePixelRatio || 1, 2));
+renderer.outputColorSpace = THREE.SRGBColorSpace;
+renderer.toneMapping = THREE.ACESFilmicToneMapping;
+renderer.toneMappingExposure = 1.04;
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFSoftShadowMap;
+document.body.appendChild(renderer.domElement);
+
+const hemi = new THREE.HemisphereLight(0xcfe4ee, 0x8a7a5f, 1.05);
+scene.add(hemi);
+
+const sun = new THREE.DirectionalLight(0xfff1d6, 2.1);
+sun.position.set(14, 18, 9);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+Object.assign(sun.shadow.camera, { left: -17, right: 17, top: 17, bottom: -17, near: 4, far: 46 });
+sun.shadow.bias = -0.0004;
+sun.shadow.normalBias = 0.03;
+scene.add(sun, sun.target);
+
+function box(w, h, d, color, x = 0, y = 0, z = 0, o = {}) {
+  const m = new THREE.Mesh(
+    new THREE.BoxGeometry(w, h, d),
+    new THREE.MeshStandardMaterial({
+      color,
+      roughness: o.r ?? 0.85,
+      metalness: 0,
+      transparent: !!o.t,
+      opacity: o.t ?? 1,
+      side: o.ds ? THREE.DoubleSide : THREE.FrontSide
+    })
+  );
+  m.position.set(x, y, z);
+  m.castShadow = o.cast !== false;
+  m.receiveShadow = o.recv !== false;
+  return m;
+}
+
+// ---- ground ----
+const ground = new THREE.Group();
+ground.add(box(37.6, 0.22, 37.6, 0xc9c1b0, 0, 0.11, 0, { cast: false }));
+ground.add(box(33.6, 0.55, 33.6, 0x7ea35e, 0, 0.42, 0));
+scene.add(ground);
+
+// ---- pond ----
+const pond = new THREE.Group();
+const water = box(8.5, 0.34, 8.5, 0x57a5d6, 0, 0.5, 0, { t: true, ds: true });
+pond.add(box(9.7, 0.5, 9.7, 0x8f887c, 0, 0.32, 0, { cast: false }), water);
+pond.position.set(0, 0, 8.4);
+scene.add(pond);
+
+// ---- torii ----
+const torii = new THREE.Group();
+const red = 0xc8341e, stonec = 0x8f887c;
+for (const s of [1, -1]) {
+  torii.add(box(2.0, 0.7, 2.0, stonec, s * 2.35, 0.35, 0, { cast: false }));
+  torii.add(box(1.15, 5.7, 1.15, red, s * 2.35, 3.5, 0));
+}
+torii.add(box(5.9, 0.52, 0.62, red, 0, 4.95, 0.04));
+torii.add(box(1.0, 1.02, 0.55, stonec, 0, 4.32, 0.08));
+torii.add(box(6.9, 0.55, 1.22, red, 0, 5.75, 0));
+torii.add(box(7.55, 0.34, 1.5, 0x453f38, 0, 6.25, 0));
+torii.position.set(0, 0, 11.6);
+torii.rotation.y = 0.05;
+scene.add(torii);
+
+// ---- cherry trees ----
+function tree(px, pz, sc) {
+  const g = new THREE.Group();
+  const trk = 0x7a5a44;
+  g.add(box(0.95, 2.5, 0.95, trk, 0, 1.25, 0));
+  g.add(box(0.7, 0.72, 1.75, trk, 0.95, 2.35, 0.15));
+  g.add(box(1.75, 0.72, 0.7, trk, -0.9, 2.9, 0.35));
+  const c = [
+    [0, 3.45, 0, 2.5], [1.55, 4.15, 0.5, 1.95], [-1.5, 4.0, -0.45, 2.0],
+    [0.35, 4.95, 1.2, 1.8], [-0.5, 5.5, -0.95, 1.75], [0.95, 3.35, -1.25, 1.75],
+    [-1.2, 2.95, 1.05, 1.55]
+  ];
+  for (const [x, y, z, s] of c) {
+    const col = new THREE.Color(0xf2b6c4).offsetHSL(R(-0.01, 0.02), R(-0.05, 0.07), R(-0.05, 0.06));
+    g.add(box(s, 0.95, s, col, x, y, z));
+  }
+  g.position.set(px, 0, pz);
+  g.scale.setScalar(sc);
+  g.rotation.y = rnd() * Math.PI * 2;
+  return g;
+}
+for (const [x, z, s] of [[-7.6, -4.6, 1.18], [7.1, 5.4, 1.0], [-7.4, 6.2, 0.92], [5.6, -6.6, 0.8]])
+  scene.add(tree(x, z, s));
+
+// ---- pagoda ----
+const pagoda = new THREE.Group();
+const bodyW = [5.9, 7.05, 8.2, 9.35, 10.5];
+const bodyCol = [0xb23f2a, 0xf1e7d0, 0xb23f2a, 0xf1e7d0, 0xb23f2a];
+
+function makeRoof(w) {
+  const g = new THREE.Group();
+  g.add(box(w, 0.36, w, 0x37322c, 0, 0.18, 0, { cast: false }));
+  const ew = w - 1.2;
+  g.add(box(ew, 0.5, 0.42, 0x413a33, ew / 2, 0.42, 0));
+  g.add(box(ew, 0.5, 0.42, 0x413a33, -ew / 2, 0.42, 0));
+  g.add(box(0.42, 0.5, ew, 0x413a33, 0, 0.42, ew / 2));
+  g.add(box(0.42, 0.5, ew, 0x413a33, 0, 0.42, -ew / 2));
+  for (const sx of [1, -1])
+    for (const sz of [1, -1])
+      g.add(box(0.85, 0.62, 0.85, 0x4b443d, sx * (w / 2 - 0.18), 0.56, sz * (w / 2 - 0.18)));
+  return g;
+}
+
+let y = 0;
+for (let i = 0; i < 5; i++) {
+  const w = bodyW[i];
+  pagoda.add(box(w, 2.35, w, bodyCol[i], 0, y + 1.175, 0));
+  if (i === 0)
+    pagoda.add(box(2.4, 1.95, 0.4, 0x5a4632, 0, y + 0.98, w / 2 + 0.08, { cast: false }));
+  const rf = makeRoof(w + 1.75);
+  rf.position.y = y + 2.35;
+  pagoda.add(rf);
+  y += 2.73;
+}
+
+// spire
+const spire = new THREE.Group();
+const sq = [1.7, 1.42, 1.18, 0.98, 0.8, 0.64];
+const sh = [0.34, 0.34, 0.32, 0.3, 0.28, 0.26];
+let sy = 0;
+for (let k = 0; k < 6; k++) {
+  spire.add(box(sq[k], sh[k], sq[k], 0xc2a44c, 0, sy + sh[k] / 2, 0));
+  sy += sh[k];
+}
+const ball = new THREE.Mesh(
+  new THREE.SphereGeometry(0.62, 18, 12),
+  new THREE.MeshStandardMaterial({ color: 0xd9b356, roughness: 0.4 })
+);
+ball.castShadow = true;
+ball.position.y = sy + 0.55;
+spire.add(ball);
+spire.position.y = y;
+pagoda.add(spire);
+
+// platform + stairs
+pagoda.add(box(13.5, 0.72, 13.5, 0xa79e91, 0, 0.36, 0, { cast: false }));
+pagoda.add(box(15.6, 0.83, 15.6, 0x9c9387, 0, 1.12, 0, { cast: false }));
+for (let k = 0; k < 3; k++)
+  pagoda.add(box(2.4 + k * 0.25, 0.27, 1.6, 0x9c9387, 0, 0.72 - k * 0.27, 7.75 + k * 1.55));
+pagoda.position.y = 1.55;
+scene.add(pagoda);
+
+// ---- stone lantern ----
+const lan = new THREE.Group();
+lan.add(box(1.15, 0.32, 1.15, stonec, 0, 0.16, 0, { cast: false }));
+lan.add(box(0.72, 1.6, 0.72, 0x6f675c, 0, 1.12, 0));
+lan.add(box(1.08, 0.8, 1.08, 0xe9e1d0, 0, 2.15, 0));
+lan.add(box(1.5, 0.42, 1.5, 0x3a342e, 0, 2.78, 0));
+lan.position.set(3.55, 0, 10.4);
+lan.rotation.y = 0.7;
+scene.add(lan);
+
+// ---- petals ----
+const petGeo = new THREE.BoxGeometry(0.3, 0.05, 0.3);
+const petals = [];
+for (let i = 0; i < 92; i++) {
+  const m = new THREE.Mesh(petGeo, new THREE.MeshStandardMaterial({
+    color: 0xf7c9d6, roughness: 0.7, side: THREE.DoubleSide
+  }));
+  m.castShadow = true;
+  m.position.set(R(-16, 16), R(6, 20), R(-16, 16));
+  scene.add(m);
+  const d = { m, x0: m.position.x, z0: m.position.z, y: m.position.y,
+    sp: R(0.7, 1.25), ph: rnd() * 6.283, rx: R(0.4, 1.1), ry: R(0.5, 1.5) };
+  d.x = d.x0; d.z = d.z0;
+  petals.push(d);
+}
+
+// ---- animate ----
+const clock = new THREE.Clock();
+const target = new THREE.Vector3(0, 3.3, 0.6);
+const RADIUS = 25.5;
+
+renderer.setAnimationLoop(() => {
+  const dt = Math.min(clock.getDelta(), 0.05);
+  const t = clock.elapsedTime;
+
+  for (const p of petals) {
+    p.y -= 1.05 * p.sp * dt;
+    if (p.y < -0.2) { p.y += 14; p.x0 = R(-16, 16); p.z0 = R(-16, 16); p.x = p.x0; p.z = p.z0; }
+    p.m.position.set(
+      p.x0 + Math.sin(t * p.sp + p.ph) * 1.1,
+      p.y,
+      p.z0 + Math.cos(t * 0.8 * p.sp + p.ph * 1.3) * 0.8
+    );
+    p.m.rotation.set(t * p.rx, t * p.ry, 0);
+  }
+
+  water.position.y = 0.5 + 0.05 * Math.sin(t * 2.1);
+  water.rotation.y = t * 0.35;
+
+  const th = t * 0.24;
+  camera.position.set(
+    Math.sin(th) * RADIUS,
+    10.6 + Math.sin(t * 0.7) * 0.15,
+    Math.cos(th) * RADIUS
+  );
+  camera.lookAt(target);
+
+  renderer.render(scene, camera);
+});
+
+addEventListener('resize', () => {
+  camera.aspect = innerWidth / innerHeight;
+  camera.updateProjectionMatrix();
+  renderer.setSize(innerWidth, innerHeight);
+});
+</script>
+</body>
+</html>
diff --git a/site/live/agent-pagoda/t8-pagoda-q38cyberq5-r1/page.html b/site/live/agent-pagoda/t8-pagoda-q38cyberq5-r1/page.html
new file mode 100644
index 0000000..947b852
--- /dev/null
+++ b/site/live/agent-pagoda/t8-pagoda-q38cyberq5-r1/page.html
@@ -0,0 +1,294 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<title>Voxel Japanese Pagoda</title>
+<style>
+  html, body { margin: 0; height: 100%; overflow: hidden; background: #141a21; }
+  canvas { display: block; }
+</style>
+</head>
+<body>
+<script type="importmap">
+{
+  "imports": {
+    "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js",
+    "three/addons/": "https://cdn.jsdelivr.net/npm/three@0.186.1/examples/jsm/"
+  }
+}
+</script>
+<script type="module">
+import * as THREE from 'three';
+
+// ---------- helpers ----------
+const R = (a, b) => a + Math.random() * (b - a);
+
+function jitterMat(base, amt) {
+  const c = base.isColor ? base.clone() : new THREE.Color(base);
+  c.offsetHSL(R(-amt, amt) * 0.12, R(-amt, amt), R(-amt, amt));
+  return c;
+}
+
+function box(x, y, z, w, h, d, mat) {
+  const m = new THREE.Mesh(new THREE.BoxGeometry(w, h, d), mat);
+  m.position.set(x, y, z);
+  m.castShadow = m.receiveShadow = true;
+  return m;
+}
+
+// ---------- renderer / scene ----------
+const renderer = new THREE.WebGLRenderer({ antialias: true });
+renderer.setPixelRatio(Math.min(devicePixelRatio, 2));
+renderer.setSize(innerWidth, innerHeight);
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFSoftShadowMap;
+renderer.outputColorSpace = THREE.SRGBColorSpace;
+renderer.toneMapping = THREE.ACESFilmicToneMapping;
+renderer.toneMappingExposure = 1.08;
+document.body.appendChild(renderer.domElement);
+
+const scene = new THREE.Scene();
+const SKY = new THREE.Color(0x24313f);
+scene.background = SKY;
+scene.fog = new THREE.FogExp2(SKY.getHex(), 0.0135);
+
+const camera = new THREE.PerspectiveCamera(42, innerWidth / innerHeight, 0.5, 140);
+
+window.__s = { renderer, scene, camera };
+window.THREE = THREE;
+
+addEventListener('resize', () => {
+  camera.aspect = innerWidth / innerHeight;
+  camera.updateProjectionMatrix();
+  renderer.setSize(innerWidth, innerHeight);
+});
+
+// ---------- lights ----------
+const hemi = new THREE.HemisphereLight(0xbcd2ea, 0x39424a, 0.55);
+hemi.color = new THREE.Color(0xbcd2ea);
+hemi.groundColor = new THREE.Color(0x39424a);
+scene.add(hemi);
+
+const sun = new THREE.DirectionalLight(0xffe3c0, 1.75);
+sun.position.set(15, 24, 10);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+sun.shadow.camera.left = -20;
+sun.shadow.camera.right = 20;
+sun.shadow.camera.top = 20;
+sun.shadow.camera.bottom = -20;
+sun.shadow.camera.near = 4;
+sun.shadow.camera.far = 55;
+sun.shadow.bias = -0.0005;
+sun.shadow.normalBias = 0.6;
+scene.add(sun, sun.target);
+
+// ---------- ground + pond ----------
+{
+  const g = box(0, 0.4, 0, 32, 0.8, 32,
+    new THREE.MeshLambertMaterial({ color: 0xd8b183 }));
+  scene.add(g);
+  g.castShadow = false;
+
+  const pTop = box(-6.8, 0.84, -4.2, 8.4, 0.5, 6.4,
+    new THREE.MeshLambertMaterial({ color: 0x4f8fd2, transparent: true, opacity: 0.88 }));
+  const pBed = box(-6.8, 0.72, -4.2, 9.4, 0.3, 7.4,
+    new THREE.MeshLambertMaterial({ color: 0x54483b }));
+  pTop.castShadow = false; pTop.receiveShadow = true;
+  scene.add(pBed, pTop);
+}
+
+// ---------- stone platform ----------
+{
+  const stone = (x, y, z, w, h, d) =>
+    box(x, y, z, w, h, d, new THREE.MeshLambertMaterial({ color: jitterMat(0x71767e, 0.16) }));
+
+  const p = new THREE.Group();
+  p.add(
+    stone(0, 1, 0, 15.5, 2, 15.5),
+    stone(0, 2.6, 0, 12, 1.2, 12),
+    stone(0, 3.45, 7.6, 4.2, 0.55, 1.5),
+    stone(0, 2.8, 8.7, 4.8, 0.55, 1.5),
+    stone(0, 2.15, 9.8, 5.4, 0.55, 1.5)
+  );
+  scene.add(p);
+}
+
+// ---------- five-story pagoda ----------
+function pagodaRoof(w, rise, base) {
+  // square ring of cells, corners lift for the upturned eave
+  const inner = w - 2;
+  const g = new THREE.Group();
+  const n = w / 2;
+  for (let x = -n; x <= n + 1e-6; x += 1) {
+    for (let z = -n; z <= n + 1e-6; z += 1) {
+      const mx = Math.abs(x), mz = Math.abs(z);
+      const outer = Math.max(mx, mz), innerD = Math.min(mx, mz);
+      if (outer > n + 1e-6 || innerD < (inner) / 2 - 1e-6) continue;
+      const lift = rise * Math.pow(innerD / (inner / 2), 1.35);
+      g.add(box(x, 0.55 + lift, z, 1.04, 1.1, 1.04,
+        new THREE.MeshLambertMaterial({ color: jitterMat(base, 0.1) })));
+    }
+  }
+  return g;
+}
+
+const pagoda = new THREE.Group();
+{
+  const F = [
+    { w: 9.0, r: 13.0, h: 2.3 },
+    { w: 7.5, r: 11.6, h: 2.15 },
+    { w: 6.5, r: 10.6, h: 2.0 },
+    { w: 5.5, r: 9.6,  h: 1.9 },
+    { w: 4.5, r: 8.6,  h: 1.8 },
+  ];
+  let y = 3.4; // top of platform
+  for (let i = 0; i < 5; i++) {
+    const f = F[i];
+    const bodyMat = new THREE.MeshLambertMaterial({ color: jitterMat(0xa85a32, 0.13) });
+    const body = box(0, y + f.h / 2, 0, f.w, f.h, f.w, bodyMat);
+    // window row on the +z face
+    const winMat = new THREE.MeshLambertMaterial({ color: 0x2e2018, emissive: 0x50311a });
+    const nw = Math.max(0, Math.floor((f.w - 2) / 3) - 1);
+    for (let k = 0; k < nw; k++) {
+      const wx = -((nw - 1) * 1.6) / 2 + k * 1.6;
+      const win = box(wx, y + f.h * 0.52, f.w / 2 + 0.02, 1.15, 1.3, 0.18, winMat);
+      body.add(win);
+    }
+    pagoda.add(body);
+    y += f.h;
+
+    const roof = pagodaRoof(f.r, 0.9 + i * 0.22, 0x41464f);
+    roof.position.y = y;
+    pagoda.add(roof);
+    y += 1.1;
+  }
+
+  // spire (kusu no ki)
+  const gold = 0xc89a4b;
+  const spire = new THREE.Group();
+  const S = [3.2, 2.5, 2.0, 1.5, 1.0, 0.6];
+  let sy = y;
+  for (let i = 0; i < S.length; i++) {
+    spire.add(box(0, sy + 0.38, 0, S[i], 0.76, S[i],
+      new THREE.MeshLambertMaterial({ color: jitterMat(gold, 0.15) })));
+    sy += 0.76;
+  }
+  spire.add(box(0, sy + 1.05, 0, 0.7, 2.2, 0.7,
+    new THREE.MeshLambertMaterial({ color: gold })));
+  pagoda.add(spire);
+}
+scene.add(pagoda);
+
+// ---------- torii ----------
+{
+  const red = (x, yy, z, w, h, d, rotY = 0) => {
+    const m = box(x, yy, z, w, h, d,
+      new THREE.MeshLambertMaterial({ color: jitterMat(0xc73e2e, 0.1) }));
+    m.rotation.y = rotY;
+    return m;
+  };
+  const t = new THREE.Group();
+  t.add(
+    red(-3.5, 3.6, 0, 1.1, 7.2, 1.1),
+    red(3.5, 3.6, 0, 1.1, 7.2, 1.1),
+    red(0, 4.35, 0, 8.9, 0.95, 0.95),
+    red(0, 5.5, 0, 9.6, 0.55, 1.35),
+    red(0, 6.45, 0, 10.6, 1.05, 1.5),
+    red(-5.45, 6.7, 0, 1.35, 1.5, 1.55, Math.PI / 4),
+    red(5.45, 6.7, 0, 1.35, 1.5, 1.55, -Math.PI / 4),
+    red(0, 3.7, 0, 0.7, 1.1, 0.7)
+  );
+  t.position.set(0.4, 0.8, 8.6);
+  scene.add(t);
+}
+
+// ---------- cherry blossom trees ----------
+function cherry(x, z) {
+  const g = new THREE.Group();
+  const bark = 0x6d4a30;
+  g.add(box(0, 3, 0, 1.2, 6, 1.2, new THREE.MeshLambertMaterial({ color: bark })));
+  const br = (bx, by, bz, r = 0.9) =>
+    box(bx, by, bz, r, r, r, new THREE.MeshLambertMaterial({ color: jitterMat(bark, 0.2) }));
+  g.add(
+    br(0.9, 5.2, 0),
+    br(-1.0, 6.4, 0.4),
+    br(0.5, 7.2, -0.7)
+  );
+  const crown = new THREE.Group();
+  for (let i = 0; i < 34; i++) {
+    const v = new THREE.Vector3(R(-1, 1), R(-1, 1), R(-1, 1)).normalize()
+      .multiplyScalar(R(0.35, 1) ** 0.5 * 3.3);
+    const s = R(1.3, 2.7);
+    crown.add(box(v.x, 8.4 + v.y, v.z, s, s * R(0.75, 1.05), s,
+      new THREE.MeshLambertMaterial({ color: jitterMat(0xe9a7bb, 0.18) })));
+  }
+  g.add(crown);
+  g.position.set(x, 0.8, z);
+  g.rotation.y = R(0, 6.28);
+  scene.add(g);
+}
+cherry(-8.2, -6.4);
+cherry(7.6, -7.2);
+cherry(-5.2, 6.6);
+cherry(8.1, 4.4);
+
+// ---------- falling petals ----------
+const PETALS = 90;
+const petalGeo = new THREE.BoxGeometry(0.34, 0.05, 0.34);
+const petals = [];
+const pMat = new THREE.MeshBasicMaterial({ color: 0xf4bfd0 });
+for (let i = 0; i < PETALS; i++) {
+  const p = new THREE.Mesh(petalGeo, pMat.clone());
+  p.userData = {
+    x: R(-14, 14), z: R(-14, 14),
+    y: R(9, 22),
+    speed: R(1.5, 2.4),
+    sx: R(0.5, 1.1), sy: R(0.5, 1.1),
+    px: R(0, 6.28), py: R(0, 6.28),
+    rx: R(0.6, 1.6), ry: R(0.6, 1.6)
+  };
+  p.position.set(p.userData.x, p.userData.y, p.userData.z);
+  p.castShadow = false; p.receiveShadow = false;
+  scene.add(p);
+  petals.push(p);
+}
+
+// ---------- animate ----------
+const clock = new THREE.Clock();
+const target = new THREE.Vector3(0, 6.4, 0);
+
+function tick() {
+  requestAnimationFrame(tick);
+  const t = clock.getElapsedTime();
+
+  const th = t * 0.42;
+  const rad = 27;
+  camera.position.set(
+    target.x + Math.sin(th) * rad,
+    target.y + 7.4,
+    target.z + Math.cos(th) * rad
+  );
+  camera.lookAt(target);
+
+  for (const p of petals) {
+    const u = p.userData;
+    p.position.x = u.x + Math.sin(t * u.sx + u.px) * 0.8;
+    p.position.z = u.z + Math.cos(t * u.sy + u.py) * 0.8;
+    p.position.y = u.y - (t * u.speed);
+    if (p.position.y < 0.9) {
+      p.position.y += 13.5;
+      p.position.x = R(-14, 14);
+      p.position.z = R(-14, 14);
+      u.y = R(9, 22);
+    }
+    p.rotation.x += u.rx * 0.016;
+    p.rotation.y += u.ry * 0.016;
+  }
+
+  renderer.render(scene, camera);
+}
+tick();
+</script>
+</body>
+</html>
diff --git a/site/live/agent-pagoda/t8-pagoda-thinkcap-r1/page.html b/site/live/agent-pagoda/t8-pagoda-thinkcap-r1/page.html
new file mode 100644
index 0000000..50e4292
--- /dev/null
+++ b/site/live/agent-pagoda/t8-pagoda-thinkcap-r1/page.html
@@ -0,0 +1,258 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8">
+<title>Voxel Pagoda Garden</title>
+<style>
+html,body{margin:0;padding:0;width:100%;height:100%;overflow:hidden;background:#a8ccec}
+canvas{display:block}
+</style>
+<script type="importmap">
+{"imports":{"three":"https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js"}}
+</script>
+</head>
+<body>
+<script type="module">
+import * as THREE from 'three';
+
+// ---------- deterministic PRNG ----------
+function mulberry32(a){return function(){a|=0;a=a+0x6D2B79F5|0;let t=Math.imul(a^a>>>15,1|a);t=t+Math.imul(t^t>>>7,61|t)^t;return((t^t>>>14)>>>0)/4294967296}}
+const rnd=mulberry32(20260417);
+const pick=a=>a[(rnd()*a.length)|0];
+
+// ---------- cube collection ----------
+const cubes=[];
+function C(x,y,z,sx,sy,sz,c){cubes.push({x,y,z,sx,sy,sz,c});}
+
+// ---------- palette ----------
+const GRASS=['#6fae54','#7fbc63','#639f4b','#8cc973'];
+const PINKS=['#f6b8cc','#f2a0bd','#fbcfde','#ef8fb4','#f7c3d4'];
+const ROOF='#4e4038';
+const WHITE='#f2ede3';
+const RED='#c8362e';
+const GOLD='#d9a520';
+const TRUNK='#6e4b33';
+
+// ---------- ground ----------
+const G=64;
+const pond={x:-12,z:11,r2:20};
+const trees=[[-16,-8],[15,-9],[17,11],[-16,16],[12,17],[23,-19],[-24,7]];
+for(let x=-G;x<=G;x++)for(let z=-G;z<=G;z++){
+  if(Math.abs(x)<=10&&Math.abs(z)<=10)continue; // platform
+  const pd=(x-pond.x)*(x-pond.x)+(z-pond.z)*(z-pond.z);
+  if(pd<pond.r2)continue; // pond
+  C(x,0,z,1,1,1,pick(GRASS));
+}
+
+// ---------- pond ----------
+for(let x=-G;x<=G;x++)for(let z=-G;z<=G;z++){
+  const d2=(x-pond.x)*(x-pond.x)+(z-pond.z)*(z-pond.z);
+  if(d2<pond.r2)C(x,-0.15,z,1,0.5,1,d2<11?'#3f6ea3':'#4f86c2');
+}
+C(-13,0.26,10,1.2,0.15,1.2,'#79c46f');
+C(-10,0.26,12,1.2,0.15,1.2,'#6fb862');
+C(-12,0.26,8,1.1,0.15,1.1,'#79c46f');
+
+// ---------- flowers and stones on grass ----------
+for(let i=0;i<160;i++){
+  const x=Math.round((rnd()*2-1)*58), z=Math.round((rnd()*2-1)*58);
+  if(x*x+z*z>2900)continue;
+  if(Math.abs(x)<=12&&Math.abs(z)<=12)continue;
+  const pd=(x-pond.x)*(x-pond.x)+(z-pond.z)*(z-pond.z);
+  if(pd<pond.r2+4)continue;
+  if(z>12&&z<23&&Math.abs(x)<2)continue;
+  C(x,0.55,z,0.35,0.35,0.35,rnd()<0.5?'#ffffff':'#f6b8cc');
+}
+for(let i=0;i<26;i++){
+  const x=Math.round((rnd()*2-1)*58), z=Math.round((rnd()*2-1)*58);
+  if(x*x+z*z>3200)continue;
+  if(Math.abs(x)<=12&&Math.abs(z)<=12)continue;
+  const pd=(x-pond.x)*(x-pond.x)+(z-pond.z)*(z-pond.z);
+  if(pd<pond.r2+4)continue;
+  C(x,0.6,z,0.7,0.5,0.7,'#9a958c');
+}
+
+// ---------- path to torii ----------
+for(let z=13;z<=20;z++)C(0,0,z,1,1,1,'#cfc8ba');
+C(-1,0,14,1,1,1,'#c6bfae');
+C(1,0,17,1,1,1,'#c6bfae');
+
+// ---------- stone platform ----------
+for(let x=-10;x<=10;x++)for(let z=-10;z<=10;z++)C(x,0,z,1,1,1,rnd()<0.5?'#b9b4ab':'#aea89e');
+for(let x=-8;x<=8;x++)for(let z=-8;z<=8;z++)C(x,1,z,1,1,1,rnd()<0.5?'#c2bdb4':'#b9b4ab');
+
+// ---------- pagoda bodies ----------
+function story(y0,h,half){
+  for(let x=-half;x<=half;x++)for(let z=-half;z<=half;z++)for(let y=y0;y<y0+h;y++)
+    C(x,y,z,1,1,1,WHITE);
+}
+story(2,4,4);
+story(9,3,3);
+story(15,3,2);
+story(20,4,2);
+story(26,4,1);
+
+// red door on bottom story
+C(0,3,4.7,1.4,2.6,0.4,RED);
+
+// ---------- roofs with upturned eaves ----------
+function roof(y,hw){
+  for(let x=-hw;x<=hw;x++)for(let z=-hw;z<=hw;z++)C(x,y,z,1,1,1,ROOF);
+  if(hw>=3){const h1=hw-1;for(let x=-h1;x<=h1;x++)for(let z=-h1;z<=h1;z++)C(x,y+1,z,1,1,1,ROOF);}
+  if(hw>=5){const h2=hw-3;for(let x=-h2;x<=h2;x++)for(let z=-h2;z<=h2;z++)C(x,y+2,z,1,1,1,ROOF);}
+  // upturned corners and eave midpoints
+  C(-hw,y+1,-hw,1,1,1,ROOF);C(-hw,y+1,hw,1,1,1,ROOF);
+  C(hw,y+1,-hw,1,1,1,ROOF);C(hw,y+1,hw,1,1,1,ROOF);
+  C(-hw,y+1,0,1,1,1,ROOF);C(hw,y+1,0,1,1,1,ROOF);
+  C(0,y+1,-hw,1,1,1,ROOF);C(0,y+1,hw,1,1,1,ROOF);
+}
+roof(6,6);
+roof(12,5);
+roof(18,4);
+roof(24,4);
+roof(30,3);
+
+// ---------- spire (sorin) ----------
+C(-1,32,-1,1,1,1,RED);C(0,32,-1,1,1,1,RED);C(1,32,-1,1,1,1,RED);
+C(-1,32,0,1,1,1,RED);C(0,32,0,1,1,1,RED);C(1,32,0,1,1,1,RED);
+C(-1,32,1,1,1,1,RED);C(0,32,1,1,1,1,RED);C(1,32,1,1,1,1,RED);
+C(0,33,0,1,1,1,RED);
+C(0,35,0,1,1,1,RED);
+C(0,37,0,1,1,1,RED);
+// gold rings
+for(let x=-1;x<=1;x++)for(let z=-1;z<=1;z++)C(x,34,z,1,1,1,GOLD);
+for(let x=-1;x<=1;x++)for(let z=-1;z<=1;z++)C(x,36,z,1,1,1,GOLD);
+C(0,38,0,1,1,1,GOLD);
+C(0,39,0,1,1,1,GOLD);
+
+// ---------- cherry trees ----------
+function tree(tx,tz){
+  C(tx,1,tz,1.4,1,1.4,TRUNK);
+  C(tx,2,tz,1.1,1,1.1,TRUNK);
+  C(tx,3,tz,1,1,1,TRUNK);
+  const cy=4.5;
+  for(let dx=-3;dx<=3;dx++)for(let dz=-3;dz<=3;dz++)for(let dy=-1;dy<=2;dy++){
+    const r=Math.sqrt(dx*dx+dz*dz);
+    const dens=(dy===-1?0.7:dy===0?0.95:dy===1?0.8:0.5)*Math.max(0,1-r/3.7);
+    if(rnd()<dens)C(tx+dx,cy+dy,tz+dz,1,1,1,pick(PINKS));
+  }
+}
+for(const t of trees)tree(t[0],t[1]);
+
+// ---------- torii gate ----------
+const TX=0,TZ=21;
+C(TX-2,0.7,TZ,2.2,0.7,2.2,'#b0aaa0');
+C(TX+2,0.7,TZ,2.2,0.7,2.2,'#b0aaa0');
+for(let y=1;y<=5;y++){C(TX-2,y,TZ,1,1,1,RED);C(TX+2,y,TZ,1,1,1,RED);}
+for(let x=-4;x<=4;x++)C(TX+x,6,TZ,1,1,1,RED); // kasagi
+C(TX-4.5,7,TZ,1,1,1,RED);C(TX+4.5,7,TZ,1,1,1,RED); // upturned ends
+C(TX,6,TZ+0.65,0.9,0.9,0.3,'#f2ede3'); // emblem
+for(let x=-3;x<=3;x++)C(TX+x,4.5,TZ,1,1,1,RED); // shimagi
+C(TX,5,TZ,1,1,1,RED); // gakuzuka
+for(let x=-2;x<=2;x++)C(TX+x,3,TZ,1,1,1,RED); // nuki
+
+// ---------- build instanced meshes ----------
+const renderer=new THREE.WebGLRenderer({antialias:false,powerPreference:'high-performance'});
+renderer.setPixelRatio(1);
+renderer.setSize(window.innerWidth,window.innerHeight);
+renderer.shadowMap.enabled=true;
+renderer.shadowMap.type=THREE.PCFShadowMap;
+renderer.toneMapping=THREE.ACESFilmicToneMapping;
+renderer.toneMappingExposure=1.05;
+document.body.appendChild(renderer.domElement);
+
+const scene=new THREE.Scene();
+scene.background=new THREE.Color('#a8ccec');
+scene.fog=new THREE.Fog('#a8ccec',95,190);
+
+const camera=new THREE.PerspectiveCamera(64,window.innerWidth/window.innerHeight,0.5,400);
+const ORBIT_R=52,ORBIT_Y=28,TARGET=new THREE.Vector3(0,17,0);
+camera.position.set(0,ORBIT_Y,ORBIT_R);
+camera.lookAt(TARGET);
+
+const hemi=new THREE.HemisphereLight('#d8ecff','#6b9a55',1.0);
+const sun=new THREE.DirectionalLight('#fff2d8',2.0);
+sun.position.set(38,55,26);
+sun.castShadow=true;
+sun.shadow.mapSize.set(2048,2048);
+Object.assign(sun.shadow.camera,{left:-56,right:56,top:56,bottom:-56,near:5,far:200});
+sun.shadow.bias=-0.0006;
+sun.shadow.normalBias=0.5;
+sun.target.position.set(0,8,0);
+scene.add(hemi,sun,sun.target);
+
+const boxGeo=new THREE.BoxGeometry(1,1,1);
+const nonShadow=new Set(['#3f6ea3','#4f86c2','#79c46f','#6fb862','#ffc7da']);
+const groups={};
+for(const c of cubes)(groups[c.c]||(groups[c.c]=[])).push(c);
+const M4=new THREE.Matrix4();
+for(const col in groups){
+  const arr=groups[col];
+  const mat=new THREE.MeshStandardMaterial({color:col,roughness:0.95,metalness:0});
+  const mesh=new THREE.InstancedMesh(boxGeo,mat,arr.length);
+  arr.forEach((c,i)=>{M4.makeScale(c.sx,c.sy,c.sz);M4.setPosition(c.x,c.y,c.z);mesh.setMatrixAt(i,M4);});
+  mesh.instanceMatrix.needsUpdate=true;
+  mesh.castShadow=!nonShadow.has(col);
+  mesh.receiveShadow=true;
+  mesh.frustumCulled=false;
+  scene.add(mesh);
+}
+
+// ---------- drifting petals ----------
+const NP=140;
+const petals=[];
+for(let i=0;i<NP;i++)petals.push({
+  x:(rnd()*2-1)*26,y:2+rnd()*16,z:(rnd()*2-1)*26,
+  vy:0.7+rnd()*0.9,ph:rnd()*6.28,fr:0.6+rnd()*0.8,
+  amp:0.5+rnd()*1.2,rot:rnd()*6.28,rv:0.5+rnd()*1.5,
+  sx:0.3+rnd()*0.2,sz:0.2+rnd()*0.15
+});
+const petalMat=new THREE.MeshStandardMaterial({color:'#ffc7da',roughness:0.9});
+const petalMesh=new THREE.InstancedMesh(boxGeo,petalMat,NP);
+petalMesh.castShadow=false;petalMesh.receiveShadow=false;
+petalMesh.frustumCulled=false;
+scene.add(petalMesh);
+const dummy=new THREE.Object3D();
+
+// ---------- resize handling ----------
+function fit(){
+  const w=window.innerWidth,h=window.innerHeight;
+  if(renderer.domElement.width!==w||renderer.domElement.height!==h){
+    renderer.setSize(w,h);
+    camera.aspect=w/h;camera.updateProjectionMatrix();
+  }
+}
+window.addEventListener('resize',fit);
+
+// ---------- animation loop ----------
+const timer=new THREE.Timer();
+let t=0;
+function animate(){
+  requestAnimationFrame(animate);
+  timer.update();
+  const dt=Math.min(timer.getDelta(),0.1);
+  t=timer.getElapsed();
+  fit();
+  const a=0.12*t;
+  camera.position.set(ORBIT_R*Math.sin(a),ORBIT_Y,ORBIT_R*Math.cos(a));
+  camera.lookAt(TARGET);
+  for(let i=0;i<NP;i++){
+    const p=petals[i];
+    p.y-=p.vy*dt;
+    p.rot+=p.rv*dt;
+    if(p.y<0.4){p.y=16+rnd()*6;p.x=(rnd()*2-1)*26;p.z=(rnd()*2-1)*26;}
+    const x=p.x+Math.sin(t*p.fr+p.ph)*p.amp;
+    const z=p.z+Math.cos(t*p.fr*0.9+p.ph)*p.amp*0.6;
+    dummy.position.set(x,p.y,z);
+    dummy.rotation.set(0.5+0.35*Math.sin(t*0.8+p.ph),p.rot,0.4+0.3*Math.cos(t*0.7+p.ph));
+    dummy.scale.set(p.sx,0.12,p.sz);
+    dummy.updateMatrix();
+    petalMesh.setMatrixAt(i,dummy.matrix);
+  }
+  petalMesh.instanceMatrix.needsUpdate=true;
+  renderer.render(scene,camera);
+}
+animate();
+</script>
+</body>
+</html>
diff --git a/site/live/agent-pagoda/t8-pagoda-tiel-r1/page.html b/site/live/agent-pagoda/t8-pagoda-tiel-r1/page.html
new file mode 100644
index 0000000..8c14bf3
--- /dev/null
+++ b/site/live/agent-pagoda/t8-pagoda-tiel-r1/page.html
@@ -0,0 +1,350 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>Voxel Japanese Pagoda</title>
+<style>
+  html, body { margin: 0; padding: 0; height: 100%; overflow: hidden; background: #9ec8e8; }
+  #app { position: fixed; inset: 0; }
+</style>
+<script type="importmap">
+{
+  "imports": {
+    "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js"
+  }
+}
+</script>
+</head>
+<body>
+<div id="app"></div>
+<script type="module">
+import * as THREE from 'three';
+
+// ---------- renderer ----------
+const app = document.getElementById('app');
+const renderer = new THREE.WebGLRenderer({ antialias: true });
+renderer.setPixelRatio(Math.min(window.devicePixelRatio, 2));
+renderer.setSize(window.innerWidth, window.innerHeight);
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFSoftShadowMap;
+renderer.outputColorSpace = THREE.SRGBColorSpace;
+app.appendChild(renderer.domElement);
+
+// ---------- scene ----------
+const scene = new THREE.Scene();
+const SKY = 0x9ec8e8;
+scene.background = new THREE.Color(SKY);
+scene.fog = new THREE.Fog(SKY, 34, 78);
+
+const camera = new THREE.PerspectiveCamera(72, window.innerWidth / window.innerHeight, 0.1, 300);
+camera.position.set(17, 9, 17);
+camera.lookAt(0, 4.5, 0);
+
+// ---------- lights ----------
+scene.add(new THREE.HemisphereLight(0xcfe3ff, 0x41502f, 0.6));
+scene.add(new THREE.AmbientLight(0xffffff, 0.25));
+
+const sun = new THREE.DirectionalLight(0xfff2d6, 1.6);
+sun.position.set(14, 20, 10);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+sun.shadow.camera.near = 0.5;
+sun.shadow.camera.far = 90;
+const S = 18;
+sun.shadow.camera.left = -S;
+sun.shadow.camera.right = S;
+sun.shadow.camera.top = S;
+sun.shadow.camera.bottom = -S;
+sun.shadow.bias = -0.0004;
+sun.shadow.normalBias = 0.02;
+scene.add(sun);
+const sunTarget = new THREE.Object3D();
+scene.add(sunTarget);
+sun.target = sunTarget;
+
+// ---------- helpers ----------
+function mat(color, opts = {}) {
+  return new THREE.MeshStandardMaterial({
+    color,
+    roughness: opts.rough !== undefined ? opts.rough : 0.85,
+    metalness: opts.metal !== undefined ? opts.metal : 0.0,
+    flatShading: opts.flat !== undefined ? opts.flat : false,
+  });
+}
+
+// unit-cube accumulator -> InstancedMesh per material
+const stacks = [];
+function pushCube(m, x, y, z, sx = 1, sy = 1, sz = 1, rx = 0, ry = 0, rz = 0) {
+  let s = stacks.find(e => e.m === m);
+  if (!s) { s = { m, data: [] }; stacks.push(s); }
+  s.data.push({ x, y, z, sx, sy, sz, rx, ry, rz });
+}
+
+function centers(n) {
+  const a = [];
+  for (let i = 0; i < n; i++) a.push(i - (n - 1) / 2);
+  return a;
+}
+
+function buildStacks() {
+  const geo = new THREE.BoxGeometry(1, 1, 1);
+  const m = new THREE.Matrix4();
+  const q = new THREE.Quaternion();
+  const p = new THREE.Vector3();
+  const sc = new THREE.Vector3();
+  for (const s of stacks) {
+    const mesh = new THREE.InstancedMesh(geo, s.m, s.data.length);
+    mesh.castShadow = true;
+    mesh.receiveShadow = true;
+    s.data.forEach((d, i) => {
+      p.set(d.x, d.y, d.z);
+      sc.set(d.sx, d.sy, d.sz);
+      q.setFromEuler(new THREE.Euler(d.rx, d.ry, d.rz));
+      m.compose(p, q, sc);
+      mesh.setMatrixAt(i, m);
+    });
+    mesh.instanceMatrix.needsUpdate = true;
+    scene.add(mesh);
+  }
+}
+
+// ---------- pagoda ----------
+function buildPagoda() {
+  const wallMat = mat(0x6f4a2f, { rough: 0.85 });
+  const roofMat = mat(0x2c3b44, { rough: 0.72 });
+  const accMat = mat(0x1c282e, { rough: 0.7 });
+
+  const counts = [6, 5, 4, 3, 2];
+  const heights = [2.0, 1.8, 1.6, 1.4, 1.2];
+  let y = 0.8; // top of platform
+
+  for (let i = 0; i < 5; i++) {
+    const wc = counts[i];
+    const xs = centers(wc), zs = centers(wc);
+    const half = (wc - 1) / 2;
+    const wh = heights[i];
+
+    // hollow square wall shell (one cube thick)
+    for (const x of xs) {
+      for (const z of zs) {
+        if (Math.abs(x) > half - 0.6 || Math.abs(z) > half - 0.6) {
+          pushCube(wallMat, x, y + wh / 2, z, 1, wh, 1);
+        }
+      }
+    }
+
+    // eave slab on top of the walls
+    const ec = wc + 2;
+    const exs = centers(ec), ezs = centers(ec);
+    const ehalf = (ec - 1) / 2;
+    const eTop = y + wh;
+    for (const x of exs) {
+      for (const z of ezs) {
+        pushCube(roofMat, x, eTop + 0.15, z, 1, 0.3, 1);
+      }
+    }
+
+    // upturned corners (raised voxel brackets)
+    const corners = [
+      [ehalf, ehalf], [ehalf, -ehalf], [-ehalf, ehalf], [-ehalf, -ehalf]
+    ];
+    for (const [cx, cz] of corners) {
+      pushCube(accMat, cx, eTop + 0.55, cz, 0.75, 0.5, 0.75);
+      pushCube(accMat, cx * 0.55, eTop + 0.82, cz * 0.55, 0.45, 0.34, 0.45);
+    }
+
+    y = eTop + 0.3;
+  }
+
+  // spire (chuizan)
+  const ironMat = mat(0x26282c, { rough: 0.5, metal: 0.2 });
+  const goldMat = mat(0xcaa23a, { rough: 0.4, metal: 0.5 });
+  // rod
+  pushCube(ironMat, 0, y + 1.5, 0, 0.22, 3.0, 0.22);
+  // rings
+  const rings = [0.72, 0.6, 0.5, 0.42, 0.35, 0.29];
+  let ry = y + 0.35;
+  for (const s of rings) {
+    pushCube(ironMat, 0, ry, 0, s, 0.12, s);
+    ry += 0.34;
+  }
+  // finial orb + spike
+  pushCube(goldMat, 0, ry + 0.28, 0, 0.3, 0.3, 0.3);
+  pushCube(goldMat, 0, ry + 0.7, 0, 0.12, 0.7, 0.12);
+}
+
+// ---------- stone platform ----------
+function buildPlatform() {
+  const stone = mat(0x8f8f8f, { rough: 1 });
+  const dark = mat(0x717171, { rough: 1 });
+  const slabs = [
+    { n: 9, y: 0.15, h: 0.3 },
+    { n: 7, y: 0.45, h: 0.3 },
+    { n: 7, y: 0.75, h: 0.2 },
+  ];
+  for (const s of slabs) {
+    const xs = centers(s.n), zs = centers(s.n);
+    for (const x of xs) for (const z of zs) {
+      pushCube(s.h > 0.3 ? dark : stone, x, s.y, z, 1, s.h, 1);
+    }
+  }
+}
+
+// ---------- cherry blossom tree ----------
+function buildTree(x, z, sc = 1) {
+  const trunkMat = mat(0x5b3d28, { rough: 1 });
+  const blossom = mat(0xff9db3, { rough: 1 });
+  const blossom2 = mat(0xffc2cf, { rough: 1 });
+  const h = 3.2 * sc;
+  // trunk (slightly leaning, built in segments)
+  let ty = 0.5;
+  let tx = 0;
+  for (let i = 0; i < Math.ceil(h); i++) {
+    pushCube(trunkMat, tx, ty + 0.45, z, 0.55, 0.9, 0.55);
+    ty += 0.85;
+    tx += (i % 2 === 0 ? 0.12 : -0.12);
+  }
+  // branches
+  pushCube(trunkMat, tx + 0.7 * sc, ty * 0.95, z + 0.2, 0.8 * sc, 0.4, 0.4 * sc);
+  pushCube(trunkMat, tx - 0.6 * sc, ty * 0.9, z + 0.4 * sc, 0.4 * sc, 0.4, 0.8 * sc);
+
+  // blossom canopy
+  const cy = 0.5 + h + 0.2;
+  const blobs = [
+    [0, 0, 0, 1.35], [0.9 * sc, 0, 0.5 * sc, 0.9], [-0.8 * sc, 0, 0.6 * sc, 0.9],
+    [0.4 * sc, 0.5 * sc, -0.5 * sc, 0.8], [-0.5 * sc, 0.4 * sc, -0.4 * sc, 0.75],
+    [0.1 * sc, 0.7 * sc, 0.1 * sc, 0.7],
+  ];
+  blobs.forEach((b, i) => {
+    pushCube(i % 2 ? blossom : blossom2, x + b[0], cy + b[2] * 0.7, z + b[1], b[3], b[3], b[3]);
+  });
+}
+
+// ---------- pond ----------
+function buildPond(cx, cz) {
+  const waterMat = mat(0x3f7cc7, { rough: 0.15, metal: 0.05 });
+  const stoneMat = mat(0x7d7d7d, { rough: 1 });
+  const rx = 2.7, rz = 2.1, step = 0.7;
+  for (let x = -4; x <= 4; x += step) {
+    for (let z = -4; z <= 4; z += step) {
+      const lx = x - cx, lz = z - cz;
+      const d = Math.sqrt((lx / rx) ** 2 + (lz / rz) ** 2);
+      if (d <= 1.0) {
+        pushCube(waterMat, x, 0.1, z, step * 0.95, 0.12, step * 0.95);
+      } else if (d <= 1.35) {
+        const hh = 0.45 + (Math.sin(x * 2.3) * 0.5 + 0.5) * 0.25;
+        pushCube(stoneMat, x, 0.5 * hh, z, step * 0.9, hh, step * 0.9);
+      }
+    }
+  }
+  // stepping stone
+  pushCube(stoneMat, cx + rx - 0.4, 0.35, cz, 0.7, 0.3, 0.7);
+}
+
+// ---------- red torii gate ----------
+function buildTorii(x, z) {
+  const red = mat(0xc0392b, { rough: 0.55 });
+  const red2 = mat(0xa1281c, { rough: 0.6 });
+  const dark = mat(0x2a2a2a, { rough: 0.8 });
+  const pw = 0.5, pillarH = 3.4, baseY = 0.55;
+  const halfW = 2.3;
+
+  // base stones
+  for (const sx of [-halfW, halfW]) pushCube(dark, x + sx, 0.35, z, 1.1, 0.5, 1.1);
+  // pillars
+  for (const sx of [-halfW, halfW]) pushCube(red, x + sx, baseY + pillarH / 2, z, pw, pillarH, pw);
+  // top beam (with slight overhang)
+  pushCube(red, x, baseY + pillarH - 0.2, z, halfW * 2 + 1.4, 0.5, 0.75);
+  // second beam
+  pushCube(red2, x, baseY + pillarH - 1.25, z, halfW * 2 + 0.1, 0.42, 0.55);
+  // central plaque
+  pushCube(dark, x, baseY + pillarH - 0.15, z, 0.6, 0.55, 0.4);
+}
+
+// ---------- ground ----------
+const ground = new THREE.Mesh(
+  new THREE.PlaneGeometry(120, 120),
+  new THREE.MeshStandardMaterial({ color: 0x5f7f38, roughness: 1 })
+);
+ground.rotation.x = -Math.PI / 2;
+ground.position.y = 0;
+ground.receiveShadow = true;
+scene.add(ground);
+
+// ---------- build everything ----------
+buildPlatform();
+buildPagoda();
+buildTree(-6.5, 2.5, 1.15);
+buildTree(6.5, -5.5, 1.0);
+buildTree(-5.0, -6.5, 0.85);
+buildPond(6.2, 4.2);
+buildTorii(0, 6.8);
+buildStacks();
+
+// ---------- drifting petals ----------
+const petalGeo = new THREE.BoxGeometry(0.22, 0.22, 0.05);
+const petalMat = new THREE.MeshStandardMaterial({ color: 0xff8fae, roughness: 0.6, side: THREE.DoubleSide });
+const petals = [];
+for (let i = 0; i < 46; i++) {
+  const g = new THREE.Group();
+  const mesh = new THREE.Mesh(petalGeo, petalMat);
+  mesh.castShadow = false;
+  g.add(mesh);
+  g.position.set((Math.random() - 0.5) * 26, 3 + Math.random() * 13, (Math.random() - 0.5) * 26);
+  g.rotation.set(Math.random() * Math.PI, Math.random() * Math.PI, Math.random() * Math.PI);
+  g.userData = {
+    fall: 0.5 + Math.random() * 0.6,
+    sway: 1.0 + Math.random() * 1.8,
+    phase: Math.random() * Math.PI * 2,
+    spinX: (Math.random() - 0.5) * 2.4,
+    spinZ: (Math.random() - 0.5) * 2.4,
+    baseX: g.position.x,
+    baseZ: g.position.z,
+  };
+  scene.add(g);
+  petals.push(g);
+}
+
+// ---------- orbit + animate ----------
+const clock = new THREE.Clock();
+const R = 17, H = 9;
+
+function animate() {
+  const dt = Math.min(clock.getDelta(), 0.05);
+  const t = clock.elapsedTime;
+
+  const ang = t * 0.13;
+  camera.position.set(Math.sin(ang) * R, H, Math.cos(ang) * R);
+  camera.lookAt(0, 4.5, 0);
+  sun.target.position.set(0, 3.5, 0);
+
+  for (const p of petals) {
+    p.position.y -= p.userData.fall * dt;
+    p.position.x = p.baseX + Math.sin(t * p.userData.sway + p.userData.phase) * 1.1;
+    p.position.z = p.baseZ + Math.cos(t * p.userData.sway * 0.8 + p.userData.phase) * 1.1;
+    p.rotation.x += p.userData.spinX * dt;
+    p.rotation.z += p.userData.spinZ * dt;
+    if (p.position.y < -0.3) {
+      p.position.y = 12 + Math.random() * 4;
+      p.baseX = (Math.random() - 0.5) * 26;
+      p.baseZ = (Math.random() - 0.5) * 26;
+      p.position.x = p.baseX;
+      p.position.z = p.baseZ;
+    }
+  }
+
+  renderer.render(scene, camera);
+  requestAnimationFrame(animate);
+}
+animate();
+
+// ---------- resize ----------
+window.addEventListener('resize', () => {
+  camera.aspect = window.innerWidth / window.innerHeight;
+  camera.updateProjectionMatrix();
+  renderer.setSize(window.innerWidth, window.innerHeight);
+});
+</script>
+</body>
+</html>
diff --git a/site/live/agent-pagoda/t8-pagoda-uncvllm-r1/page.html b/site/live/agent-pagoda/t8-pagoda-uncvllm-r1/page.html
new file mode 100644
index 0000000..a9cc9e7
--- /dev/null
+++ b/site/live/agent-pagoda/t8-pagoda-uncvllm-r1/page.html
@@ -0,0 +1,401 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>Voxel Japanese Pagoda</title>
+<style>
+  html, body { margin: 0; padding: 0; width: 100%; height: 100%; overflow: hidden; background: #8fb3d1; }
+  #c { display: block; width: 100%; height: 100%; }
+</style>
+<script type="importmap">
+{
+  "imports": {
+    "three": "https://cdn.jsdelivr.net/npm/three@0.186.1/build/three.module.js"
+  }
+}
+</script>
+</head>
+<body>
+<canvas id="c"></canvas>
+<script type="module">
+import * as THREE from 'three';
+
+/* ================= palette ================= */
+const C = {
+  grassA: 0x6d9a4a, grassB: 0x78a455,
+  stoneDark: 0x71767f, stone: 0x8d929b, stoneLight: 0x9ba0aa, stonePale: 0xa7adb7,
+  wall: 0xf3ecd9,
+  red: 0x9c2b22, redDark: 0x7e211a,
+  roof: 0x2c313d,
+  woodDark: 0x453026, wood: 0x6e4a33,
+  torii: 0xc23a2b, kasagi: 0x30353f, shimaki: 0x23262e, plaque: 0xefe6cf,
+  gold: 0xd9a63c, bronze: 0x6b5834,
+  trunk: 0x59403a,
+  pinkA: 0xf87fb0, pinkB: 0xfba6d0, pinkC: 0xe85d9a, pinkD: 0xfdc0de,
+  water: 0x4477a8, waterDeep: 0x2e5170,
+  lily: 0x59904a,
+  petal: 0xf86fa8,
+  path: 0x9b9da0,
+  cloud: 0xf4f9ff,
+};
+
+/* ================= renderer / scene ================= */
+const canvas = document.getElementById('c');
+const renderer = new THREE.WebGLRenderer({ canvas, antialias: true, preserveDrawingBuffer: true, powerPreference: 'high-performance' });
+renderer.setPixelRatio(1);
+renderer.setSize(window.innerWidth, window.innerHeight);
+renderer.shadowMap.enabled = true;
+renderer.shadowMap.type = THREE.PCFShadowMap;
+
+const scene = new THREE.Scene();
+scene.background = new THREE.Color(0x8fb3d1);
+scene.fog = new THREE.Fog(0x8fb3d1, 150, 360);
+
+const camera = new THREE.PerspectiveCamera(55, window.innerWidth / window.innerHeight, 0.5, 700);
+const LOOK = new THREE.Vector3(0, 20, 0);
+
+/* ================= lights ================= */
+const hemi = new THREE.HemisphereLight(0xe8e2d4, 0x515b3c, 1.7);
+scene.add(hemi);
+
+const sun = new THREE.DirectionalLight(0xfff1d8, 2.2);
+sun.position.set(60, 90, 40);
+sun.target.position.set(0, 10, 0);
+sun.castShadow = true;
+sun.shadow.mapSize.set(2048, 2048);
+sun.shadow.camera.left = -75;
+sun.shadow.camera.right = 75;
+sun.shadow.camera.top = 85;
+sun.shadow.camera.bottom = -55;
+sun.shadow.camera.near = 20;
+sun.shadow.camera.far = 280;
+sun.shadow.bias = -0.0004;
+sun.shadow.normalBias = 0.06;
+scene.add(sun);
+scene.add(sun.target);
+
+const fill = new THREE.DirectionalLight(0xbcd3e8, 0.4);
+fill.position.set(-50, 35, -60);
+scene.add(fill);
+
+/* ================= voxel batcher ================= */
+const boxList = new Map(); // color -> [ [x,y,z,sx,sy,sz,rx,ry,rz], ... ]
+function V(x, y, z, sx, sy, sz, color, rx = 0, ry = 0, rz = 0) {
+  let arr = boxList.get(color);
+  if (!arr) { arr = []; boxList.set(color, arr); }
+  arr.push([x, y, z, sx, sy, sz, rx, ry, rz]);
+}
+function buildVoxels() {
+  const geo = new THREE.BoxGeometry(1, 1, 1);
+  const M = new THREE.Matrix4(), P = new THREE.Vector3(), Q = new THREE.Quaternion(),
+        S = new THREE.Vector3(), E = new THREE.Euler();
+  for (const [color, list] of boxList) {
+    const mat = new THREE.MeshLambertMaterial({ color });
+    const im = new THREE.InstancedMesh(geo, mat, list.length);
+    for (let i = 0; i < list.length; i++) {
+      const b = list[i];
+      P.set(b[0], b[1], b[2]);
+      S.set(b[3], b[4], b[5]);
+      E.set(b[6], b[7], b[8]);
+      Q.setFromEuler(E);
+      M.compose(P, Q, S);
+      im.setMatrixAt(i, M);
+    }
+    im.instanceMatrix.needsUpdate = true;
+    const isCloud = (color === C.cloud);
+    im.castShadow = !isCloud;
+    im.receiveShadow = true;
+    im.frustumCulled = false;
+    scene.add(im);
+  }
+  boxList.clear();
+}
+const rand = (a, b) => a + Math.random() * (b - a);
+
+/* ================= ground ================= */
+V(0, -0.5, 0, 240, 1, 240, C.grassA);
+for (let i = 0; i < 90; i++) {
+  const x = rand(-46, 46), z = rand(-46, 46);
+  if (Math.hypot(x, z) < 17 || Math.abs(x) < 4.5) continue;
+  if (Math.hypot(x + 15, z - 14) < 8.5) continue;
+  const s = rand(1.5, 4.5);
+  V(x, 0.03, z, s, 0.06, s, Math.random() < 0.5 ? C.grassB : C.grassA);
+}
+
+/* ================= stone platform + steps ================= */
+V(0, 0.5, 0, 30, 1, 30, C.stoneDark);
+V(0, 1.5, 0, 24, 1, 24, C.stone);
+V(0, 2.5, 0, 18, 1, 18, C.stoneLight);
+
+/* ================= five-story pagoda ================= */
+// square ring of unit cubes, outer face at +-H, base level y (1 unit tall).
+// lift: null = none; 'wide' = corner + 1 adjacent cell each side gets +1; 'corner' = only the corner cell gets +1
+function eaveRing(H, y, color, lift) {
+  const c = Math.round(H - 0.5);
+  const cells = [];
+  for (let x = -c; x <= c; x++) { cells.push([x, c], [x, -c]); }
+  for (let z = -c + 1; z <= c - 1; z++) { cells.push([c, z], [-c, z]); }
+  for (const [px, pz] of cells) {
+    V(px, y, pz, 1, 1, 1, color);
+    let inLift = false;
+    if (lift === 'wide') inLift = Math.abs(px) >= c - 2 && Math.abs(pz) >= c - 2;
+    else if (lift === 'corner') inLift = Math.abs(px) === c && Math.abs(pz) === c;
+    if (inLift) V(px, y + 1, pz, 1, 1, 1, color);
+  }
+}
+
+const stories = [ { w: 15, h: 7 }, { w: 13, h: 6 }, { w: 11, h: 6 }, { w: 9, h: 5 }, { w: 7, h: 5 } ];
+let py = 3;
+for (let i = 0; i < 5; i++) {
+  const { w, h } = stories[i];
+  const hw = w / 2;
+
+  // floor slab (on previous eave / platform)
+  V(0, py + 0.5, 0, i === 0 ? w : w + 1, 1, i === 0 ? w : w + 1, i === 0 ? C.stone : C.redDark);
+  // walls (recessed 2 from silhouette so corner columns stand proud, no coplanar faces)
+  V(0, py + 1 + (h - 2) / 2, 0, w - 4, h - 2, w - 4, C.wall);
+  // corner columns
+  for (const sx of [-1, 1]) for (const sz of [-1, 1])
+    V(sx * (hw - 0.5), py + 1 + (h - 1) / 2, sz * (hw - 0.5), 1, h - 1, 1, C.red);
+  // dark beam under the eave (recessed with the walls)
+  V(0, py + h - 0.5, 0, w - 4, 1, w - 4, C.redDark);
+
+  // doors / windows on each face
+  const faces = [ { fx: 0, fz: 1 }, { fx: 0, fz: -1 }, { fx: 1, fz: 0 }, { fx: -1, fz: 0 } ];
+  for (const f of faces) {
+    const off = (hw - 2) + 0.18;
+    const px = f.fx * off, pz = f.fz * off;
+    const sxr = f.fx !== 0 ? 0.3 : 1.8;
+    const szr = f.fz !== 0 ? 0.3 : 1.8;
+    if (i === 0 && f.fz === 1) {
+      V(0, py + 2.7, off, 2.6, 3.4, 0.3, C.woodDark);          // main door
+      V(0, py + 4.9, hw - 2 + 0.12, 2.6, 0.7, 0.2, C.gold);    // plaque above door
+      V(0, py + 2.7, off + 0.16, 0.3, 3.4, 0.12, C.gold);      // door frame sliver
+    } else if (i === 4) {
+      V(px, py + h / 2, pz, sxr, 1.1, szr, C.woodDark);         // top-story slits
+    } else {
+      V(px, py + h / 2 - 0.4, pz, sxr, 1.8, szr, C.woodDark);   // window
+    }
+  }
+
+  // stacked eaves with upturned corners
+  const rb = py + h;
+  eaveRing(hw + 2, rb, C.roof, 'wide');
+  eaveRing(hw + 1, rb + 1, C.roof, 'corner');
+  eaveRing(hw,     rb + 2, C.roof, null);
+
+  py = rb + 3;
+}
+
+/* ================= spire (sorin) ================= */
+V(0, py + 0.3, 0, 6, 0.6, 6, C.bronze);
+V(0, py + 0.9, 0, 4.5, 0.6, 4.5, C.bronze);
+V(0, py + 1.5, 0, 3, 0.6, 3, C.bronze);
+V(0, py + 4.4, 0, 1, 5.2, 1, C.bronze);
+V(0, py + 7.5, 0, 1.3, 1.3, 1.3, C.gold);
+V(0, py + 8.6, 0, 0.35, 1.2, 0.35, C.bronze);
+V(0, py + 9.4, 0, 0.5, 0.5, 0.5, C.gold);
+
+/* ================= torii gate ================= */
+(function torii() {
+  const z0 = 26;
+  V(-4.5, 0.25, z0, 2.2, 0.5, 2.2, C.stone);
+  V( 4.5, 0.25, z0, 2.2, 0.5, 2.2, C.stone);
+  V(-4.5, 4.0, z0, 1.2, 7, 1.2, C.torii, 0, 0, 0.05);
+  V( 4.5, 4.0, z0, 1.2, 7, 1.2, C.torii, 0, 0, -0.05);
+  V(0, 5.6, z0, 10.6, 0.8, 1.0, C.torii);          // nuki
+  V(0, 6.6, z0, 1.7, 1.2, 0.5, C.plaque);          // hanging sign
+  V(0, 6.6, z0 + 0.26, 1.1, 0.6, 0.1, C.torii);    // red mark on sign front
+  V(0, 7.4, z0, 10.6, 0.6, 1.0, C.torii);          // tie under kasagi
+  V(0, 8.0, z0, 11.6, 0.8, 1.3, C.kasagi);         // top beam
+  V(-6.3, 8.3, z0, 0.9, 0.8, 1.3, C.kasagi);       // upturned tips
+  V( 6.3, 8.3, z0, 0.9, 0.8, 1.3, C.kasagi);
+  V(0, 8.55, z0, 12.4, 0.3, 1.5, C.shimaki);       // cap
+  V(-6.5, 8.8, z0, 1.0, 0.3, 1.4, C.shimaki);
+  V( 6.5, 8.8, z0, 1.0, 0.3, 1.4, C.shimaki);
+})();
+
+/* ================= stone path ================= */
+for (let z = 11; z < 24; z += 2) V(0, 0.04, z, 4, 0.08, 1.6, C.path);
+
+/* ================= pond + bridge + lily pads ================= */
+(function pond() {
+  const px = -15, pz = 14;
+  V(px, -0.5, pz, 10, 0.9, 10, C.waterDeep);   // basin (top at -0.05, below water line)
+  V(px, -0.03, pz, 9.6, 0.08, 9.6, C.water);   // water surface (top at +0.01)
+  for (let x = -4.5; x <= 4.5; x += 1.5) {
+    V(px + x, 0.25, pz + 5.25, 1.3, 0.5, 1.0, C.stone);
+    V(px + x, 0.25, pz - 5.25, 1.3, 0.5, 1.0, C.stone);
+  }
+  for (let z = -3.75; z <= 3.75; z += 1.5) {
+    V(px + 5.25, 0.25, pz + z, 1.0, 0.5, 1.3, C.stone);
+    V(px - 5.25, 0.25, pz + z, 1.0, 0.5, 1.3, C.stone);
+  }
+  V(px + 2, 0.05, pz - 2, 1.2, 0.06, 1.2, C.lily);
+  V(px - 2.5, 0.05, pz + 1.5, 1.0, 0.06, 1.0, C.lily);
+  V(px - 2.2, 0.1, pz + 1.8, 0.3, 0.08, 0.3, C.pinkD);
+  // little red footbridge across the pond
+  V(px, 0.9, pz + 5.9, 3.2, 0.3, 1.2, C.wood);
+  V(px, 1.3, pz + 5.9, 3.2, 0.5, 0.25, C.torii);
+  V(px, 1.3, pz + 6.55, 3.2, 0.5, 0.25, C.torii);
+  for (const dx of [-1.5, 1.5]) for (const dz of [5.9, 6.55])
+    V(px + dx, 1.125, pz + dz, 0.3, 0.75, 0.3, C.torii);
+})();
+
+/* ================= stone lanterns ================= */
+function lantern(x, z) {
+  V(x, 0.3, z, 1.6, 0.6, 1.6, C.stone);
+  V(x, 1.2, z, 0.7, 1.2, 0.7, C.stoneLight);
+  V(x, 2.2, z, 1.3, 1.0, 1.3, C.stone);
+  const glow = new THREE.Mesh(
+    new THREE.BoxGeometry(0.7, 0.7, 0.06),
+    new THREE.MeshLambertMaterial({ color: 0xffd9a0, emissive: 0xff9d4d, emissiveIntensity: 0.9 })
+  );
+  glow.position.set(x, 2.2, z + 0.66);
+  scene.add(glow);
+  V(x, 2.95, z, 1.9, 0.35, 1.9, C.stoneDark);
+  V(x, 3.25, z, 0.5, 0.3, 0.5, C.stoneLight);
+}
+lantern(6.5, 13.5);
+lantern(-6.5, 13.5);
+
+/* ================= rocks ================= */
+[ [10, -10, 1.6], [13, -8, 1.1], [-9, -12, 1.4], [20, 4, 1.2], [-24, 10, 1.3], [9, 21, 1.0] ]
+  .forEach(([x, z, s]) => V(x, s / 2 - 0.15, z, s, s, s * 0.8, C.stone));
+
+/* ================= cherry blossom trees ================= */
+function tree(x, z, scale) {
+  let ty = 0, w = 1.6 * scale;
+  for (let i = 0; i < 5; i++) {
+    const h = (1.1 - 0.1 * i) * scale;
+    V(x + Math.sin(i * 1.7) * 0.3 * scale, ty + h / 2, z + Math.cos(i * 1.3) * 0.2 * scale,
+      w, h, w, C.trunk);
+    ty += h - 0.15;
+    w *= 0.85;
+  }
+  V(x + 1.6 * scale, ty - 1.2, z + 0.5 * scale, 2.2 * scale, 0.5 * scale, 0.5 * scale, C.trunk);
+  const R = 4.6 * scale;
+  const cy = ty + 3.2 * scale;
+  const sq = R / (2.6 * scale); // vertical squash factor (>1)
+  const shades = [C.pinkA, C.pinkB, C.pinkC, C.pinkD];
+  for (let ix = -R; ix <= R; ix += 1)
+    for (let iy = -R; iy <= R; iy += 1)
+      for (let iz = -R; iz <= R; iz += 1) {
+        const d = Math.sqrt(ix * ix + iy * iy * sq + iz * iz) / R;
+        if (d > 0.95 || (d > 0.8 && Math.random() < 0.5)) continue;
+        const col = shades[(Math.abs((ix * 7 + iz * 13 + iy * 3) | 0) % shades.length)];
+        V(x + ix, cy + iy, z + iz, 1, 1, 1, col);
+      }
+  for (let k = 0; k < 10; k++) {
+    const a = Math.random() * Math.PI * 2, r = Math.random() * 3 * scale;
+    V(x + Math.cos(a) * r, cy - R * 0.4 - Math.random() * 3, z + Math.sin(a) * r,
+      0.35, 0.05, 0.28, C.petal);
+  }
+}
+tree(-24, -6, 1.0);
+tree(22, -14, 1.0);
+tree(20, 16, 0.85);
+
+/* ================= clouds ================= */
+function cloud(x, y, z, s) {
+  const blobs = [ [0,0,0,4], [3,0.5,1,2.6], [-3,0.3,-1,2.4], [1.5,1,-1.5,2.2], [-1.8,1,1.5,2.0] ];
+  for (const [bx, by, bz, bs] of blobs)
+    V(x + bx * s, y + by * s, z + bz * s, bs * s, 1.1 * s, bs * s * 0.8, C.cloud);
+}
+cloud(-40, 42, -30, 2.2);
+cloud(35, 48, -45, 2.6);
+cloud(55, 40, 25, 2.0);
+cloud(-55, 45, 30, 1.8);
+
+/* ================= bake static voxels ================= */
+buildVoxels();
+
+/* ================= drifting petals (dynamic) ================= */
+const PETALS = 70;
+const petalGeo = new THREE.BoxGeometry(0.42, 0.045, 0.3);
+const petalMat = new THREE.MeshLambertMaterial({ color: C.petal });
+const petals = new THREE.InstancedMesh(petalGeo, petalMat, PETALS);
+petals.instanceMatrix.setUsage(THREE.DynamicDrawUsage);
+petals.frustumCulled = false;
+scene.add(petals);
+
+const treeSpots = [ [-24, -6, 4.6], [22, -14, 4.6], [20, 16, 3.9] ];
+const petalState = [];
+const PM = new THREE.Matrix4(), PP = new THREE.Vector3(), PQ = new THREE.Quaternion(),
+      PS = new THREE.Vector3(1, 1, 1), PE = new THREE.Euler();
+function respawn(p, top) {
+  if (top && Math.random() < 0.85) {
+    const t = treeSpots[(Math.random() * treeSpots.length) | 0];
+    p.x = t[0] + rand(-t[2], t[2]);
+    p.z = t[1] + rand(-t[2], t[2]);
+    p.y = rand(8, 20);
+  } else {
+    p.x = rand(-32, 32);
+    p.z = rand(-32, 32);
+    p.y = rand(14, 26);
+  }
+  p.vy = rand(0.55, 1.35);
+  p.sway = rand(0.6, 1.8);
+  p.phase = rand(0, Math.PI * 2);
+  p.drift = rand(-0.4, 0.6);
+  p.rot = rand(0, Math.PI * 2);
+  p.rotV = rand(-1.6, 1.6);
+  p.tilt = rand(-0.7, 0.7);
+}
+for (let i = 0; i < PETALS; i++) {
+  const p = {};
+  respawn(p, true);
+  p.y = rand(0.5, 24);
+  petalState.push(p);
+}
+function updatePetals(dt, t) {
+  for (let i = 0; i < PETALS; i++) {
+    const p = petalState[i];
+    p.y -= p.vy * dt;
+    p.x += (Math.sin(t * p.sway + p.phase) * 0.9 + p.drift) * dt;
+    p.z += Math.cos(t * p.sway * 0.8 + p.phase) * 0.7 * dt;
+    p.rot += p.rotV * dt;
+    if (p.y < 0.12) respawn(p, true);
+    PP.set(p.x, p.y, p.z);
+    PE.set(p.tilt * Math.sin(t * 0.9 + p.phase), p.rot, 0);
+    PQ.setFromEuler(PE);
+    PM.compose(PP, PQ, PS);
+    petals.setMatrixAt(i, PM);
+  }
+  petals.instanceMatrix.needsUpdate = true;
+}
+
+/* ================= camera orbit + resize ================= */
+function positionCamera(t) {
+  const a = 0.9 + t * 0.12;
+  const R = 92;
+  camera.position.set(Math.cos(a) * R, 24 + Math.sin(t * 0.05) * 2.5, Math.sin(a) * R);
+  camera.lookAt(LOOK);
+}
+function resize() {
+  renderer.setSize(window.innerWidth, window.innerHeight);
+  camera.aspect = window.innerWidth / window.innerHeight;
+  camera.updateProjectionMatrix();
+}
+window.addEventListener('resize', resize);
+
+/* ================= main loop ================= */
+const t0 = performance.now() / 1000;
+let prevTime = t0;
+function animate() {
+  const now = performance.now() / 1000;
+  const dt = Math.min(now - prevTime, 0.1);
+  prevTime = now;
+  const t = now - t0;
+  positionCamera(t);
+  updatePetals(dt, t);
+  renderer.render(scene, camera);
+}
+resize();
+positionCamera(0);
+renderer.render(scene, camera);
+renderer.setAnimationLoop(animate);
+</script>
+</body>
+</html>
diff --git a/site/tools/build_data.py b/site/tools/build_data.py
index 9d10138..673fbd2 100644
--- a/site/tools/build_data.py
+++ b/site/tools/build_data.py
@@ -4,6 +4,9 @@
   reports/dashboard/data.json      models, runs (tests 1 and 2), test 3, engine A/B speeds, timeline, events, picks
   oneshots/{orrery,pagoda}/grades.tsv and */frames/*.webp     one-shot grades; frames are copied to site/frames/
   site/data/curated.json           hand-written: title, test catalogue, headline findings, links
+  site/data/history.json           mined from the private bake-off after the public dashboard (2026-10-07 on): timeline,
+                                   findings, tests, runs, test 3, A/B rows, models, pick updates; merged over the above
+  oneshots/agent-{pagoda,orrery}/  test 8 (the same two tasks done by an agent with a browser), same layout as one-shots
 
   python3 -I site/tools/build_data.py [--dashboard PATH]
 
@@ -19,6 +22,13 @@
 dash = sys.argv[sys.argv.index("--dashboard") + 1] if "--dashboard" in sys.argv else os.path.join(ROOT, "reports/dashboard/data.json")
 D = json.load(open(dash))
 C = json.load(open(os.path.join(SITE, "data/curated.json")))
+H = json.load(open(os.path.join(SITE, "data/history.json")))
+for k, m in H.get("models_new", {}).items():
+    D["models"].setdefault(k, m)
+D["runs"] = D["runs"] + H.get("runs_new", [])
+D["test3"] = D.get("test3", []) + H.get("test3_new", [])
+D["ab"] = D.get("ab", []) + H.get("ab_new", [])
+D["timeline"] = D.get("timeline", []) + H.get("timeline", [])
 
 # Keep what describes a model; drop storage records and file names of vision heads.
 models = {}
@@ -26,6 +36,7 @@
     v = m.get("vision") or {}
     models[k] = {f: m.get(f) for f in ("id", "family", "label", "base", "arch", "engine", "quant", "kind", "uncensored", "note")}
     models[k]["vision"] = {"label": v.get("label"), "status": v.get("status")} if v else None
+    models[k]["quant"] = re.sub(r";\s*the HF cache keeps.*$", "", models[k]["quant"] or "") or None
 
 RUN_KEEP = ("case", "model", "test", "agent", "checks", "tests_pass", "tests_fail", "subcmds", "tps", "minutes",
             "compactions", "ctx", "kv", "verdict", "finished")
@@ -61,7 +72,7 @@ def oneshots(test, key):
         # The model's own page (Alex 2026-10-22: "We want to serve the pagodas and orrery on the site. The code is safe").
         # Copied byte for byte, never edited; the page opens it only in <iframe sandbox="allow-scripts">.
         live = None
-        own = os.path.join(ROOT, "oneshots", key, case, "page.html" if key == "pagoda" else "orrery.svg")
+        own = os.path.join(ROOT, "oneshots", key, case, "page.html" if key.endswith("pagoda") else "orrery.svg")
         if os.path.isfile(own):
             live = os.path.join("live", key, case, os.path.basename(own))
             os.makedirs(os.path.dirname(os.path.join(SITE, live)), exist_ok=True)
@@ -78,10 +89,28 @@ def oneshots(test, key):
 for grp in ("overall", "uncensored"):
     for p in picks.get(grp, []):
         p["cases"] = [ren(c) for c in p.get("cases", [])]
+        for u in H.get("picks", {}).get(grp, []):
+            if u.get("role") == p.get("role") and u.get("model") == p.get("model") and u.get("change") != "none":
+                p["tradeoff"] = u["tradeoff"]
+
+# Tests: the curated t7 "Ticket fixes in Rust" is really harness test 4; history.json brings t4, t7 and t8.
+tests = {t["id"]: t for t in C["tests"]}
+for t in H.get("tests", []):
+    tests[t["id"]] = t
+tests = sorted(tests.values(), key=lambda t: (int(re.sub(r"\D", "", t["number"]) or 0), t["id"]))
+# Findings: curated plus mined, newest first; amendments add metrics and a caveat to an existing one.
+findings = json.loads(json.dumps(C["findings"])) + H.get("findings", [])
+for a in H.get("amend", []):
+    for f in findings:
+        if f["date"] == a["date"] and f["title"] == a["title"]:
+            f["metrics"] = f.get("metrics", []) + a.get("extra_metrics", [])
+            f["caveat"] = " ".join(x for x in (f.get("caveat"), a.get("note"), a.get("caveat_add")) if x)
+findings.sort(key=lambda f: f["date"], reverse=True)
 # The lab notebook shows results, not queue and harness housekeeping.
 EVENT_KINDS = {"finding", "grading", "grades", "engine", "model", "tests", "test", "settings"}
 HOSTY = re.compile(r"lan\.example|vpn\.example|\btitan\b|\bIris\b")  # entries about our own hosts and services
-events = [e for e in D.get("events", []) if e.get("kind") in EVENT_KINDS and not HOSTY.search(e.get("text") or "")][:80]
+# The page no longer shows the notebook (it stops at 2026-10-15 and carried host and queue chatter); the timeline tells it.
+events = []
 
 shutil.rmtree(os.path.join(SITE, "frames"), ignore_errors=True)
 shutil.rmtree(os.path.join(SITE, "live"), ignore_errors=True)
@@ -93,11 +122,12 @@ def oneshots(test, key):
     "built": __import__("datetime").datetime.now().astimezone().strftime("%Y-%m-%d %H:%M %Z"),
     "title": C["title"], "tagline": C["tagline"], "links": C["links"],
     "hardware": hw, "caveats": D.get("caveats", []),
-    "tests": C["tests"], "findings": C["findings"],
+    "tests": tests, "findings": findings,
     "picks": picks, "timeline": D.get("timeline", []),
     "events": events,
     "models": models, "runs": runs, "test3": test3, "ab": ab,
-    "oneshots": {"orrery": oneshots(5, "orrery"), "pagoda": oneshots(6, "pagoda")},
+    "oneshots": {"orrery": oneshots(5, "orrery"), "pagoda": oneshots(6, "pagoda"),
+                 "agent-orrery": oneshots(8, "agent-orrery"), "agent-pagoda": oneshots(8, "agent-pagoda")},
 }
 c = out["counts"] = {"models": len(models), "runs": len(runs), "test3": len(test3),
                      "oneshots": sum(len(v) for v in out["oneshots"].values()),
diff --git a/site/tools/check_site.mjs b/site/tools/check_site.mjs
index ce2d3b3..8c394da 100644
--- a/site/tools/check_site.mjs
+++ b/site/tools/check_site.mjs
@@ -27,13 +27,18 @@ ok(D.isFrameUrl('frames/orrery/t5-qwen3.6-27b/frame-100.webp') && D.isFrameUrl('
 for (const bad of ['frames/../x.webp', 'frames/a/../b.webp', 'frames/a/..webp', 'frames//a.webp', 'frames/.hidden/a.webp', '/frames/a.webp', 'frames/a.svg', 'https://x/frames/a.webp', 'frames/a b.webp', 'oneshots/a.webp'])
   ok(!D.isFrameUrl(bad), `frame path rejected: ${bad}`);
 ok(/^\(\?!\.\*\\\.\\\.\)/.test(D.FRAME_RE.source.replace(/^\^/, '')), 'FRAME_RE itself rejects ".." anywhere');
-// live pieces: exactly live/<pagoda|orrery>/<case>/<page.html|orrery.svg>, never "..", never absolute, never another file
-for (const good of ['live/pagoda/t6-gemma-4-26b-a4b/page.html', 'live/orrery/t5-qwen3.6-27b/orrery.svg', 'live/orrery/a_b.c-d/orrery.svg'])
+// live pieces: exactly live/<set>/<case>/<file> for the four known sets, a pagoda set with page.html and an orrery set with
+// orrery.svg, never "..", never absolute, never another file, never another set name however similar
+ok(D.LIVE_SETS.join() === 'pagoda,agent-pagoda,orrery,agent-orrery', `the live allow-list names exactly four sets: ${D.LIVE_SETS.join(', ')}`);
+for (const good of ['live/pagoda/t6-gemma-4-26b-a4b/page.html', 'live/orrery/t5-qwen3.6-27b/orrery.svg', 'live/orrery/a_b.c-d/orrery.svg', 'live/agent-pagoda/t8-pagoda-abl15-r1/page.html', 'live/agent-orrery/t8-orrery-uncvllm-r1/orrery.svg'])
   ok(D.isLiveUrl(good), `live path accepted: ${good}`);
 for (const bad of ['live/pagoda/../page.html', 'live/pagoda/..x/page.html', 'live/pagoda/a/../b/page.html', 'live/orrery/t5/../../index.html', '/live/pagoda/a/page.html', 'https://example.com/live/pagoda/a/page.html',
   'javascript:alert(1)', 'javascript:/live/pagoda/a/page.html', 'live/pagoda/a/page.htm', 'live/pagoda/a/page.html.svg', 'live/orrery/a/orrery.svgz',
-  'live/lantern/a/page.html', 'live/pagoda/a/b/page.html', 'live/pagoda//page.html', 'live/pagoda/a b/page.html', 'live/pagoda/a/page.html?x=1', 'live/pagoda/a/page.html#f', 'frames/pagoda/a/page.html', 'data:text/html,hi', '', null, 42, ['live/pagoda/a/page.html']])
+  'live/lantern/a/page.html', 'live/pagoda/a/b/page.html', 'live/pagoda//page.html', 'live/pagoda/a b/page.html', 'live/pagoda/a/page.html?x=1', 'live/pagoda/a/page.html#f', 'frames/pagoda/a/page.html', 'data:text/html,hi', '', null, 42, ['live/pagoda/a/page.html'],
+  'live/pagoda/a/orrery.svg', 'live/orrery/a/page.html', 'live/agent-pagoda/a/orrery.svg', 'live/agent-orrery/a/page.html', 'live/agent/a/page.html', 'live/agent-/a/page.html', 'live/agent-lantern/a/page.html', 'live/agentpagoda/a/page.html',
+  'live/agent-pagoda-2/a/page.html', 'live/agent-pagoda/../agent-pagoda/a/page.html', 'live/agent-agent-pagoda/a/page.html', 'live/Agent-pagoda/a/page.html', 'live/agent-pagoda/a/b/page.html', 'live/agent-pagoda//page.html'])
   ok(!D.isLiveUrl(bad), `live path rejected: ${typeof bad === 'string' ? bad || '(empty)' : JSON.stringify(bad)}`);
+ok(!/\[\^|\.\*|\+\\\//.test(D.LIVE_RE.source.replace(/\[A-Za-z0-9._-\]\+/g, 'CASE')), 'LIVE_RE has no wildcard set segment: set names are spelled out');
 for (const good of [D.REPO_PREFIX, `${D.REPO_PREFIX}/`, `${D.REPO_PREFIX}/blob/main/docs/x.md`, `${D.REPO_PREFIX}#readme`, `${D.REPO_PREFIX}?tab=issues`])
   ok(D.isRepoUrl(good), `repo URL accepted: ${good.slice(D.REPO_PREFIX.length) || '(exact)'}`);
 for (const bad of [`${D.REPO_PREFIX}-evil`, `${D.REPO_PREFIX}x/`, `${D.REPO_PREFIX}/a/../b`, `${D.REPO_PREFIX}/a b`, `${D.REPO_PREFIX}/"x`, 'https://github.com/alexderz/other', 'http://github.com/alexderz/agentic-model-testing', ''])
@@ -41,6 +46,8 @@ for (const bad of [`${D.REPO_PREFIX}-evil`, `${D.REPO_PREFIX}x/`, `${D.REPO_PREF
 
 console.log('formatting');
 ok(D.fmt(2.5) === '2.5' && D.fmt(5) === '5' && D.fmt(13.4) === '13' && D.fmt(13.4, 1) === '13.4' && D.fmt(1234.5) === '1,235' && D.fmt(null) === '–', 'fmt keeps one decimal below 10 by default and honours an explicit digits');
+ok(D.firstSentence('One. Two.') === 'One.' && D.firstSentence('No stop') === 'No stop' && D.firstSentence('v3.2 is 17% faster. More') === 'v3.2 is 17% faster.' && D.firstSentence(null) === '', 'firstSentence cuts at the first sentence end');
+ok(D.setLabel('agent-pagoda') === 'agent pagoda' && D.baseSet('agent-pagoda') === 'pagoda' && D.baseSet('pagoda') === null && D.baseSet(null) === null, 'set labels and base sets');
 
 console.log('colours');
 const series = D.colorSeries(24);
@@ -73,6 +80,19 @@ if (real) {
   const missingLive = lives.filter((u) => { try { return !statSync(join(site, u)).isFile(); } catch { return true; } });
   ok(missingLive.length === 0, `all live files exist under site/ (${missingLive.length} missing${missingLive.length ? ': ' + missingLive.slice(0, 3).join(', ') : ''})`);
   ok(out.oneshotSets.reduce((n, s) => n + s.live, 0) === lives.length, `set cards count the same playable pieces: ${out.oneshotSets.map((s) => `${s.set}:${s.live}`).join(' ')}`);
+  ok(out.oneshotSets.length === Object.keys(raw.oneshots || {}).length && out.oneshotSets.every((s) => s.label && (s.base == null || raw.oneshots[s.base])), `one set card per set in the file (${out.oneshotSets.map((s) => s.set).join(', ')})`);
+  ok(out.summary.oneshots + out.summary.agentPieces === (raw.counts && raw.counts.oneshots != null ? raw.counts.oneshots : out.summary.oneshots + out.summary.agentPieces), `one-shots (${out.summary.oneshots}) + agent pieces (${out.summary.agentPieces}) = counts.oneshots (${raw.counts && raw.counts.oneshots})`);
+  ok(out.summary.covers.from <= out.summary.covers.to && out.summary.covers.to >= out.summary.newestFinding && out.summary.covers.to >= out.summary.last.slice(0, 10), `the page spans ${out.summary.covers.from} to ${out.summary.covers.to}, derived from timeline, runs and findings`);
+  // one shot against agent: one panel per agent-<base> set, every agent row paired with the best one-shot by the same model
+  const agentSets = Object.keys(raw.oneshots || {}).filter((k) => /^agent-/.test(k) && raw.oneshots[k.slice(6)]);
+  ok(out.pairs.length === agentSets.length && out.pairs.every((p) => p.rows.length === new Set(raw.oneshots[p.set].map((r) => r.entry)).size), `paired charts: ${out.pairs.map((p) => `${p.set} ${p.rows.length} models, ${p.paired} with a one-shot, mean ${p.meanOneshot == null ? '–' : p.meanOneshot.toFixed(1)} → ${p.meanAgent == null ? '–' : p.meanAgent.toFixed(1)}`).join('; ')}`);
+  for (const p of out.pairs) {
+    const bad = p.rows.filter((r) => { const own = raw.oneshots[p.base].filter((o) => o.entry === r.model && o.total != null).map((o) => o.total); return (own.length ? Math.max(...own) : null) !== r.oneshot; });
+    ok(bad.length === 0, `${p.set}: every one-shot mark is the model's best graded ${p.base} reply`);
+    ok(p.rows.every((r) => r.agent == null || (r.agent >= 0 && r.agent <= p.max)) && p.max > 0, `${p.set}: agent scores sit on a 0..${p.max} scale`);
+  }
+  ok(Object.values(out.pointNames).every((n) => n.length === 5) && out.pointNames['agent-pagoda'].join() === out.pointNames.pagoda.join(), `rubric point names come from the test catalogue, agent sets borrow the base set's: ${JSON.stringify(out.pointNames)}`);
+  ok(out.tests.some((t) => t.t.number === '4' && t.n === data.runs.filter((r) => r.test === '4').length) && out.tests.some((t) => t.t.number === '7') && out.tests.some((t) => t.t.number === '8' && t.n === Object.values(data.oneshots).flat().filter((r) => r.test === '8').length), `tests 4, 7 and 8 are listed with their counts: ${out.tests.map((t) => `${t.t.number}:${t.n}`).join(' ')}`);
   ok(out.planets.planets.length >= out.summary.models, `hero has ${out.planets.planets.length} planets in ${out.planets.bands.length} bands`);
   // each run is counted on exactly one test card
   const runKeys = new Set(data.runs.map(D.effectiveTest));
@@ -81,12 +101,17 @@ if (real) {
   const t2 = out.tests.find((t) => t.t.number === '2'), t2t = out.tests.find((t) => t.t.number === '2T');
   if (t2 && t2t) ok(t2.n + t2t.n === data.runs.filter((r) => r.test === '2').length, `test 2 (${t2.n}) + 2T (${t2t.n}) = all test-2 runs`);
   ok(out.scales.checks['1'] === Math.max(...data.runs.filter((r) => r.test === '1').map((r) => r.checks || 0)), `checks scale for test 1 is the max seen (${out.scales.checks['1']})`);
+  const t4pass = new Set(data.runs.filter((r) => r.test === '4' && r.verdict === 'pass').map((r) => r.checks));
+  ok(t4pass.size <= 1 || out.scales.checks['4'] == null, `test 4 passing runs reach ${[...t4pass].join('/')} checks, so no single scale is shown (${out.scales.checks['4']})`);
   ok(out.scales.rubric === Math.max(...data.test3.map((r) => r.rubric || 0)), `rubric scale is the max seen (${out.scales.rubric})`);
   ok(Object.values(out.scales.point).every((v) => v > 0), `point scales per one-shot test: ${JSON.stringify(out.scales.point)}`);
   const c = out.cleanest;
   ok(!c || (c.verdict === 'pass' && c.struggle.loc > 0 && c.struggle.compiles >= 1), `cleanest run is a passing build with lines and a compile: ${c ? `${c.case} (${c.struggle.compiles} builds, ${c.struggle.loc} lines, ${c.struggle.errors_per_kloc} err/kloc)` : 'none'}`);
   ok(out.ab.engines.length === out.ab.colors.size && new Set(out.ab.colors.values()).size === out.ab.engines.length, `engine colours: ${[...out.ab.colors.entries()].map(([e, c]) => `${e}=${c}`).join(', ')}`);
-  ok(Object.keys(out.motifs).length === 12, `motif data for ${Object.keys(out.motifs).length} chapters`);
+  const indexHtml = readFileSync(join(site, 'index.html'), 'utf8');
+  const chapters = [...indexHtml.matchAll(/<section id="([a-z0-9-]+)" class="chapter"/g)].map((m) => m[1]);
+  ok(chapters.length > 0 && chapters.every((c) => c in out.motifs) && Object.keys(out.motifs).every((k) => chapters.includes(k)), `motif data for every chapter and nothing else: ${Object.keys(out.motifs).join(', ')}`);
+  ok(!/id="log"|id="events-list"/.test(indexHtml), 'the lab notebook chapter is gone (its entries stopped a week before the timeline)');
 }
 
 // Mutation 1: everything empty.
@@ -111,6 +136,10 @@ weird.findings.unshift({ date: '2026-11-01', title: 'A finding of a new kind', k
 weird.oneshots.lantern = [{ case: 't7-new', entry: 'nobody', test: 7, points: { A: 1, F: 2, G: null }, total: null, frames: ['frames/lantern/t7-new/frame-10.webp', 'https://evil.example/x.webp', '../oneshots/x.svg', 'frames/../../etc/passwd.webp', null] }];
 weird.oneshots.orrery.push({ case: 'bad', entry: 'qwen3.8-27b-vllm', test: 5, points: null, frames: 'not-a-list', live: 'live/orrery/../../index.html' });
 weird.oneshots.lantern[0].live = 'live/lantern/t7-new/page.html';
+weird.oneshots['agent-lantern'] = [{ case: 't9-agent', entry: 'nobody', test: 9, points: { A: 2 }, frames: [], live: 'live/agent-lantern/t9-agent/page.html' }];
+weird.oneshots['agent-ghost'] = [{ case: 't9-ghost', entry: 'nobody', test: 9, points: { A: 2 }, frames: [] }];
+weird.oneshots['agent-orrery'].push({ case: 'zz-agent-bad', entry: 'qwen3.8-27b-vllm', test: 8, points: { A: 1 }, frames: [], live: 'live/agent-orrery/zz/page.html' }, { case: 'zz-agent-ok', entry: 'qwen3.8-27b-vllm', test: 8, points: { A: 1 }, frames: [], live: 'live/agent-orrery/zz-agent-ok/orrery.svg' });
+weird.oneshots['agent-pagoda'].push({ case: 'zz-agent-nomodel', entry: 'model-that-does-not-exist', test: 8, points: null, frames: [] });
 weird.oneshots.pagoda.push({ case: 'zz-abs', entry: 'nobody', test: 6, points: {}, frames: [], live: 'https://evil.example/live/pagoda/x/page.html' },
   { case: 'zz-js', entry: 'nobody', test: 6, points: {}, frames: [], live: 'javascript:alert(1)' },
   { case: 'zz-ext', entry: 'nobody', test: 6, points: {}, frames: [], live: 'live/pagoda/x/page.htm' },
@@ -138,14 +167,18 @@ if (w) {
   ok(out.scales.checks['1'] === 7, 'tests[].max_checks overrides the seen maximum');
   ok(out.scales.rubric === 40, 'rubric scale follows the largest rubric seen');
   ok(out.scales.point['7'] === 2, 'point scale for the new set is the max seen there');
-  ok(out.ab.engines.length === 4 && new Set(out.ab.colors.values()).size === 4, `a third engine value gets its own colour (${out.ab.engines.join(', ')})`);
+  ok(out.ab.engines.length === real.out.ab.engines.length + 2 && new Set(out.ab.colors.values()).size === out.ab.engines.length, `two new engine values get their own colours (${out.ab.engines.length}: ${out.ab.engines.join(', ')})`);
   ok(!Object.keys(data.links).includes('evil'), 'a look-alike repository URL is dropped');
   ok(out.tests.some((t) => t.t.number === '2X') === false && out.options.tests.includes('2X'), 'a new flavor shows in the run filter and is counted on its own card when described');
   ok(out.cleanest && out.cleanest.struggle.compiles >= 1, 'a zero-compile pass with 0 errors is not the cleanest run');
   const liveOf = (k) => (out.oneshots.find((c) => c.case === k) || {}).live;
   ok(liveOf('bad') === null && liveOf('t7-new') === null && liveOf('zz-abs') === null && liveOf('zz-js') === null && liveOf('zz-ext') === null && liveOf('zz-num') === null, 'live paths with "..", an unknown set, an absolute URL, javascript:, a wrong extension or a non-string get no Play control');
   ok(liveOf('zz-ok') === 'live/pagoda/zz-ok/page.html', 'a well-formed live path is kept even when the file is not on disk (the viewer shows a blank frame)');
-  ok(out.summary.playable === real.out.summary.playable + 1, `summary.playable counts only accepted paths (${out.summary.playable})`);
+  ok(liveOf('t9-agent') === null && liveOf('zz-agent-bad') === null && liveOf('zz-agent-ok') === 'live/agent-orrery/zz-agent-ok/orrery.svg', 'an unknown agent set and a page.html in an orrery set get no Play control; a well-formed agent-orrery path does');
+  ok(out.summary.playable === real.out.summary.playable + 2, `summary.playable counts only accepted paths (${out.summary.playable})`);
+  ok(out.pairs.length === real.out.pairs.length + 1 && out.pairs.some((p) => p.set === 'agent-lantern') && !out.pairs.some((p) => p.set === 'agent-ghost'), 'a new agent set with a base set gets a paired chart; one without a base does not');
+  const ap = out.pairs.find((p) => p.set === 'agent-pagoda');
+  ok(ap && ap.rows.some((r) => r.model === 'model-that-does-not-exist' && r.agent === null && r.oneshot === null), 'an ungraded agent row for an unknown model still gets a (blank) pair row');
 }
 if (emitDir) {
   mkdirSync(emitDir, { recursive: true });
@@ -183,6 +216,10 @@ for (const tok of ['allow-same-origin', 'allow-top-navigation', 'allow-popups',
   ok(files.every((f) => !readFileSync(f, 'utf8').replace(/\/\/.*$/gm, '').includes(tok)), `no site source grants ${tok}`);
 ok(/setAttribute\('src', 'about:blank'\)/.test(viewer) && /removeChild\(f\)/.test(viewer), 'viewer.js blanks the iframe src and removes the element on teardown');
 ok(/tagName === 'IFRAME' \? isLiveUrl\(s\) : isFrameUrl\(s\)/.test(dom), 'dom.js lets a live path through only on an <iframe>, frames only elsewhere');
+// prose budget: chapter intros are one short line at most, and the only explanations of the method live in the footer
+const ledes = [...html.matchAll(/<p class="lede"[^>]*>([^<]*)<\/p>/g)].map((m) => m[1].trim()).filter(Boolean);
+ok(ledes.every((l) => l.split(/\s+/).length <= 12), `every chapter lede is under 12 words (${ledes.map((l) => l.split(/\s+/).length).join(', ')})`);
+ok(!/sandbox/i.test(html.slice(0, html.indexOf('<footer'))) && /<footer[\s\S]*sandbox/i.test(html), 'the sandbox is explained only in the footer');
 const bytes = files.filter((f) => /\.(js|css)$/.test(f) && !f.includes('/tools/')).reduce((s, f) => s + statSync(f).size, 0);
 ok(bytes < 170 * 1024, `JS + CSS total ${(bytes / 1024).toFixed(1)} KB (< 170 KB)`);
 
diff --git a/site/tools/render_smoke.sh b/site/tools/render_smoke.sh
index fe53ad4..5884055 100755
--- a/site/tools/render_smoke.sh
+++ b/site/tools/render_smoke.sh
@@ -63,12 +63,24 @@ for json in "$work"/mut/*.json; do
   grep -q 'id="load-error"[^>]*hidden' "$dom" || problems+=("the data file failed to load")
   grep -q '<dl class="hero-stats"[^>]*><div><dt>' "$dom" || problems+=("hero stats are empty")
   grep -q 'class="motif"' "$dom" || problems+=("no chapter motif was drawn")
+  grep -q 'id="log"' "$dom" && problems+=("the lab notebook chapter is back")
+  grep -q '<details id="caveats"[^>]*><summary id="caveats-summary">[^<]' "$dom" || problems+=("the caveats disclosure in the footer is empty")
   if [ "$name" = real ]; then
     loaded=$(grep -o 'data-loaded="1"' "$dom" | wc -l)
     [ "$loaded" -ge 1 ] || problems+=("no gallery frame reported loaded")
     grep -q 'class="shot featured' "$dom" || problems+=("no full-marks card in the gallery wall")
     grep -q 'class="play"' "$dom" || problems+=("no Play live control in the gallery")
     grep -q '<iframe' "$dom" && problems+=("an iframe exists before the viewer was opened")
+    sets=$(python3 -I -c 'import json,sys; print(len(json.load(open(sys.argv[1]))["oneshots"]))' "$json")
+    [ "$(grep -o 'class="set-card[^"]*"' "$dom" | wc -l)" = "$sets" ] || problems+=("expected $sets set cards, found $(grep -o 'class="set-card[^"]*"' "$dom" | wc -l)")
+    pairs=$(python3 -I -c 'import json,sys; o=json.load(open(sys.argv[1]))["oneshots"]; print(sum(1 for k in o if k.startswith("agent-") and k[6:] in o))' "$json")
+    [ "$(grep -o '<svg class="pairs"' "$dom" | wc -l)" = "$pairs" ] || problems+=("expected $pairs one-shot/agent charts, found $(grep -o '<svg class="pairs"' "$dom" | wc -l)")
+    grep -q 'class="shot[^"]*playable"[^>]*data-case="t8-' "$dom" || grep -q 'data-case="t8-[^"]*"[^>]*class="shot[^"]*playable' "$dom" || problems+=("no playable agent (t8) piece in the gallery")
+    steps=$(python3 -I -c 'import json,sys; print(len(json.load(open(sys.argv[1]))["timeline"]))' "$json")
+    [ "$(grep -o '<li><div class="date">' "$dom" | wc -l)" = "$steps" ] || problems+=("expected $steps timeline steps, found $(grep -o '<li><div class="date">' "$dom" | wc -l)")
+    last=$(python3 -I -c 'import json,sys; d=json.load(open(sys.argv[1])); print(max(t["date"] for t in d["timeline"]))' "$json")
+    grep -q "datetime=\"$last\"" "$dom" || problems+=("the newest timeline step ($last) is not on the page")
+    grep -q 'id="agent" class="pairs-block"[^>]*hidden' "$dom" && problems+=("the one-shot/agent block is hidden on real data")
   fi
   if [ "${#problems[@]}" -eq 0 ]; then
     echo "  ok   $name: rendered, no section errors ($(grep -o 'class="chapter-head"' "$dom" | wc -l) chapters)"