Fold TianyuCodings/NanoJev unified-games-v1 densify by 24601 · Pull Request #36 · 24601/Augustus

24601 · 2026-09-20T15:27:03Z

User-linked HIGH densify of TianyuCodings/NanoJev unified-games-v1 (2026-09-20 ~09:15 Boise). Rebased onto latest main after merged #35 (0189825, hourly 0843).

Hard rules

Do not reopen or amend PR Fold hourly 0743 HIGH: ywchiu Harbor-jevals, Verdict-open-jev, DecisionOps #31 / Release v0.4.0 #32 / Shorten the README skill section #33 / Fold hourly 0843 HIGH: hysteresis, instruct-tuning ECE, calibration does not compose #35.
Do not merge from this agent.
IDs: merged Fold hourly 0743 HIGH: ywchiu Harbor-jevals, Verdict-open-jev, DecisionOps #31 owns notes.md §113 / items 273–288 / batch #96. Merged Fold hourly 0843 HIGH: hysteresis, instruct-tuning ECE, calibration does not compose #35 owns §114 / items 289–302 / batch #97. This fold stays §115 / items 303–308 / batch #98.

Docs/skill only. No wrappers, pip, snapshot_download, serve_decisions, or UNIFIED_GAMES bash. Skip Archer. invented_signal: false.

What landed

research/notes.md §115, composition items 303–308 (after 289–302), findings batch #98, SKILL body (no YAML surgery), mental-models Apply 0915, FAQ, mixed-architecture fail table + gallery, judgment-class, validation, formal-methods / formal-semi-formal, uniqueness lock across 21 overlays, CHANGELOG Unreleased (lock dump also in research/changelog-hourly.md). Does not bump 0.4.0. Does not mutate uniqueness_gate.py (#35's 0843 gate).

This is the unified-games-v1 densify, not a first sighting (already light in §7 / §72 jevinf / ecosystem / faq).

Claim (quote theirs)

A 0.6B parallel decision model: states and questions in, complete probability distributions out. Zero output-token decoding.
September 20, 2026 — One model, four games.
ViZDoom Basic 128/128 vs Jev 56/128; Predict Position 27/128 vs Jev 11/128; Maze 225 vs Jev 2,738; Snake 30 food / 256 steps.
Held-out: Maze 4/10 Snake 8/8 Basic 128/128 Predict 27/128 vs Jev 7/10 8/8 56/128 11/128 vs Untuned Qwen3-0.6B 2/10 0/8 56/128 11/128.
Dataset: 18,760 questions per variant; 16,333 ViZDoom; 896 Predict Position expert episodes; hard_lr1e5 / mix 1/3, 1/3, 1/6, 1/6.
not TypeSafe Jev; open replica / specialist gameplay S1. Game success ≠ calibrated Noul. local type boolean ≠ TypeSafe noul. soft scores ≠ hard gates.
Namesake: caijinchun/nanojev-arena ≠ liao96312/jev-arena-nanojev ≠ zwliJay/jev-forge ≠ NanoJev.

Live REST locks (review relock ~2026-09-20T15:52Z)

GitHub TianyuCodings/NanoJev: 1289★ (+1 vs prior lock 1288) / 158 forks / size 64035; MIT; HEAD 618cea6d906d54e128360786d12f703fff2b1245; README SHA 4190093c64ee75b26e9726daa3b00cbcf6d3157a; LICENSE SHA f6cd1f1b; id 1374702542; no GH tags/releases.
Hub C-Tianyu/NanoJev: likes 58 / downloads 1267; main sha 047b927b; tag unified-games-v1 456cea98 (peeled 047b927b); base_model Qwen/Qwen3-0.6B; gated false.
Hub dataset C-Tianyu/NanoJev-Data: likes 5 / downloads 1073; main sha 7afc5257; tag unified-games-v1 fd4d07b6; hard (default) + soft.
Demo https://nanojev-dev.tianyuchen99.chatgpt.site/?autoplay=1 HTTP 401 gated. Recordings local theirs. Quotes from docs/TYPESAFE_CONTRACT.md (not repo-root 404).

Testing

python3 .agents/skills/augustus/scripts/evaluate_decisions.py --self-test
python3 .agents/skills/augustus/scripts/uniqueness_gate.py
python3 -c  # 0915 lock is one consecutive substring in 21 overlays; 0843 lock still present; items 303–308 exist after 289–302; SKILL.yaml parses

Self-test ok. uniqueness_gate ok (0843 lock chars=2415, overlays=21). 0915 lock ok (chars=1132, overlays=21). No live Jev key.

Not merged from this agent. Keep moving toward merge with review + the tests above.

24601

PASS adversarial review + testing gate for Augustus #36 at 7390d27.

Docs/skill densify of TianyuCodings/NanoJev unified-games-v1. Merged #31 keeps §113 / items 273–288 / batch #96. Open #35 still claims §113; §114 / items 289–302 / batch #97 reserved for that remap. This fold: §115 / items 303–308 / batch #98. Do not reopen #31/#32/#33/#35. Do not bump 0.4.0. Do not merge from this review.

First pass FAIL on live REST drift (lock 1283★ vs GitHub 1284★). Relocked on this branch (7390d27). Quotes from docs/TYPESAFE_CONTRACT.md (repo-root path 404s).

Checklist

PASS — No invented metrics after relock. Live REST at review matches the uniqueness lock: TianyuCodings/NanoJev 1284★ / 158 forks / size 64035; HEAD 618cea6d906d54e128360786d12f703fff2b1245; README SHA 4190093c64ee75b26e9726daa3b00cbcf6d3157a; LICENSE SHA f6cd1f1b6511c81f43c8be48004a53332ed4f73c; id 1374702542; no GH tags/releases. Hub C-Tianyu/NanoJev likes 57 / downloads 1267; main 047b927b; tag unified-games-v1 456cea98 (peeled 047b927b); base_model Qwen/Qwen3-0.6B. Dataset likes 5 / downloads 1073; main 7afc5257; tag fd4d07b6 (peeled 7afc5257). Demo HTTP 401. Collision HEADs still 3cdad2d21716 / 9cf503d7e88f / eb3e4a2d. invented_signal: false.
PASS — Soft Noul never hard gate. Game success ≠ calibrated Noul. 128/128 / 4/10 / 8/8 / 27/128 stay gameplay sensors, not Harbor.
PASS — No silent fallback / soundness theater. Normalized Choice bag ≠ Noul. Maze 4/10 is not a class ceiling. RLCD still unchecked theirs.
PASS — Name collisions held. caijinchun/nanojev-arena ≠ liao96312/jev-arena-nanojev ≠ zwliJay/jev-forge ≠ TianyuCodings/NanoJev. not TypeSafe Jev; open replica / specialist gameplay S1. ≠ jev-forge §99. Qwen3.8-27B ≠ Archer (skip).
PASS — Quoted figures are theirs: README headline / “One model, four games” / Basic 128/128 vs Jev 56/128 / Predict 27/128 vs Jev 11/128 / Maze 225 vs Jev 2,738 / Snake 30 food / 256 steps / held-out table / 18,760 / 16,333 / 896 / mix 1/3, 1/3, 1/6, 1/6 / unified-games-v1 = hard_lr1e5 step-400. Contract theirs: type: "boolean"; local type: "noul" fails validation; “A normalized distribution alone does not establish empirical probability calibration.”
PASS — ID uniqueness. #31 keeps §113. No ## 114 heading; items 289–302 absent. This PR is §115 / 303–308 / #98. Uniqueness lock ends do not reopen or amend PR #31/#32/#33/#35; notes.md §115.
PASS — Diff vs origin/main is docs/skill/research + CHANGELOG/README only (23 files). SKILL.md YAML safe_loads; metadata.version 0.4.0; no YAML surgery. #33 scannable README file map kept; uniqueness lock is one overlay line. 0743 lock unchanged where it existed on main.
PASS — Pages CI green on this head: Check Pages site / build. evaluate_decisions.py --self-test → self-test ok. Uniqueness-gate → uniqueness-gate ok (lock chars=1132, overlays=21). No uniqueness_gate.py added (docs/skill only).

IDs: notes §115; composition 303–308; findings #98.
Head: 7390d2702172d088b2cf48458ba4b5fb381b847d
CI: Pages build success.
Merge order: #31 is on main; do not merge #36 from this agent. Open #35 remap still owns reserved §114.

24601 · 2026-09-20T15:34:32Z

PASS at 7390d27.

Notes §115 / composition items 303–308 / findings batch #98 (off merged Fold hourly 0743 HIGH: ywchiu Harbor-jevals, Verdict-open-jev, DecisionOps #31 §113 / 273–288 / #96; §114 / 289–302 / #97 reserved for open Fold hourly 0843 HIGH: hysteresis, instruct-tuning ECE, calibration does not compose #35).
Relocked live REST 1284★ (+1 vs fold 1283). Hub likes 57. Demo HTTP 401. Quotes docs/TYPESAFE_CONTRACT.md.
Do not reopen Fold hourly 0743 HIGH: ywchiu Harbor-jevals, Verdict-open-jev, DecisionOps #31/Release v0.4.0 #32/Shorten the README skill section #33/Fold hourly 0843 HIGH: hysteresis, instruct-tuning ECE, calibration does not compose #35. Do not bump 0.4.0.
Pages CI: success https://github.com/24601/Augustus/actions/runs/35519944332
evaluate_decisions.py --self-test ok. Uniqueness-gate ok (lock chars=1132, overlays=21).
PR marked ready. Do not merge from this agent.

Docs/skill only. notes.md §115 / composition 303–308 / findings #98. Quote theirs; invented_signal false. Do not reopen #31/#32/#33/#35. Reserve §114 for open #35 remap. Skip Archer. Do not merge. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

Adversarial review head-check: GitHub TianyuCodings/NanoJev is 1284★. Keep uniqueness lock consecutive across 21 overlays. Quote docs/TYPESAFE_CONTRACT.md (README path), not the repo root 404. Do not merge. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

Rebased onto main (0189825 / #35). Merged #35 owns notes §114 / items 289–302 / batch #97. This fold stays §115 / 303–308 / #98. Reorder composition-algebra so 289–302 precede 303–308. Drop open-#35 reservation language. Do not merge. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

Adversarial head-check after rebase: GitHub TianyuCodings/NanoJev is 1288★ (+4 vs 1284). Hub C-Tianyu/NanoJev likes 58 (+1 vs 57). Keep the 0915 uniqueness lock consecutive across 21 overlays. Do not merge. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

Adversarial review on 295e6e2: consecutive 0915 lock already has Hub likes 58, but validation.md prose still said 57. Live REST still 1288★ / likes 58. Do not mutate uniqueness_gate.py. Do not merge. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

Adversarial head-check after leftover-likes fix: GitHub TianyuCodings/NanoJev is 1289★. Hub likes 58 held. Keep the 0915 uniqueness lock consecutive across 21 overlays. Do not mutate uniqueness_gate.py. Do not merge. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

24601

PASS adversarial review + testing gate for Augustus #36 at 6bf67b3.

Docs/skill densify of TianyuCodings/NanoJev unified-games-v1. Merged #31 keeps §113 / items 273–288 / batch #96. Merged #35 owns §114 / items 289–302 / batch #97. This fold stays §115 / items 303–308 / batch #98. Rebased onto latest main (0189825 / #35); no further main commits. Do not reopen #31/#32/#33/#35. Do not bump 0.4.0. Do not merge from this review.

Supersedes the earlier COMMENT on 7390d27 (pre-rebase IDs still reserved #35 as open). This pass: leftover Hub likes 57 in validation.md prose (lock already 58) then live REST 1288★ → 1289★. Relocked consecutive 0915 lock on this head.

Checklist

PASS — No invented metrics after relock. Live REST at review matches the uniqueness lock: TianyuCodings/NanoJev 1289★ / 158 forks / size 64035; HEAD 618cea6d906d54e128360786d12f703fff2b1245; README SHA 4190093c64ee75b26e9726daa3b00cbcf6d3157a; LICENSE SHA f6cd1f1b6511c81f43c8be48004a53332ed4f73c; id 1374702542; subscribers 9; open_issues 7; no GH tags/releases. Hub C-Tianyu/NanoJev likes 58 / downloads 1267; main 047b927b; tag unified-games-v1 456cea98 (peeled 047b927b); base_model Qwen/Qwen3-0.6B; lastModified 2026-09-20T10:19:01.000Z. Dataset likes 5 / downloads 1073; main 7afc5257; tag fd4d07b6 (peeled 7afc5257). Demo HTTP 401. Collision HEADs still 3cdad2d21716 / 9cf503d7e88f / eb3e4a2d. invented_signal: false.
PASS — Soft Noul never hard gate. Game success ≠ calibrated Noul. 128/128 / 4/10 / 8/8 / 27/128 stay gameplay sensors, not Harbor.
PASS — No silent fallback / soundness theater. Normalized Choice bag ≠ Noul. Maze 4/10 is not a class ceiling. RLCD still unchecked theirs.
PASS — Name collisions held. caijinchun/nanojev-arena ≠ liao96312/jev-arena-nanojev ≠ zwliJay/jev-forge ≠ TianyuCodings/NanoJev. not TypeSafe Jev; open replica / specialist gameplay S1. ≠ jev-forge §99. Qwen3.8-27B ≠ Archer (skip).
PASS — Quoted figures are theirs: README headline / “One model, four games” / Basic 128/128 vs Jev 56/128 / Predict 27/128 vs Jev 11/128 / Maze 225 vs Jev 2,738 / Snake 30 food / 256 steps / held-out table / 18,760 / 16,333 / 896 / mix 1/3, 1/3, 1/6, 1/6 / unified-games-v1 = hard_lr1e5 step-400. Contract theirs from docs/TYPESAFE_CONTRACT.md (repo-root 404): type: "boolean"; local type: "noul" fails validation; “A normalized distribution alone does not establish empirical probability calibration.”
PASS — ID uniqueness. #31 keeps §113. #35 keeps §114 / 289–302 / #97. No ## 116. This PR is §115 / 303–308 / #98 (composition 288 then 289–302 then 303–308). Uniqueness lock ends do not reopen or amend PR #31/#32/#33/#35; notes.md §115.
PASS — Diff vs origin/main is docs/skill/research + CHANGELOG/README only (23 files, +640/−21). SKILL.md YAML safe_loads; metadata.version 0.4.0; body-only overlay, no YAML surgery. #33 scannable README file map kept; uniqueness lock is one overlay line. uniqueness_gate.py unchanged vs main. 0743 lock still missing only in formal-semi-formal.md (pre-existing on main; not backfilled).
PASS — Pages CI green on this head: Check Pages site / build. evaluate_decisions.py --self-test → self-test ok. Uniqueness-gate → uniqueness-gate ok (0843 lock chars=2415, overlays=21). 0915 lock consecutive (chars=1132, overlays=21). No uniqueness_gate.py in the diff.

IDs: notes §115; composition 303–308; findings #98.
Head: 6bf67b3f23ae04f45adf0dda5b6dd314d81ed730
CI: Pages build success on this SHA.
Merge order: #31 and #35 are on main; do not merge #36 from this agent. PR is ready (draft: false).

24601 · 2026-09-20T15:51:54Z

PASS at 6bf67b3.

Notes §115 / composition items 303–308 / findings batch #98. Merged Fold hourly 0743 HIGH: ywchiu Harbor-jevals, Verdict-open-jev, DecisionOps #31 keeps §113 / 273–288 / #96. Merged Fold hourly 0843 HIGH: hysteresis, instruct-tuning ECE, calibration does not compose #35 owns §114 / 289–302 / #97. Rebased onto main 0189825. No §116.
Relocked live REST 1289★ (+1 vs 1288). Hub likes 58. Demo HTTP 401. Quotes docs/TYPESAFE_CONTRACT.md. Leftover validation.md Hub likes 57 fixed then stars moved; consecutive 0915 lock now 1289★.
Do not reopen Fold hourly 0743 HIGH: ywchiu Harbor-jevals, Verdict-open-jev, DecisionOps #31/Release v0.4.0 #32/Shorten the README skill section #33/Fold hourly 0843 HIGH: hysteresis, instruct-tuning ECE, calibration does not compose #35. Do not bump 0.4.0. uniqueness_gate.py unchanged.
Pages CI: success https://github.com/24601/Augustus/actions/runs/35520841143/job/106104528085
evaluate_decisions.py --self-test ok. uniqueness-gate ok (0843 lock chars=2415, overlays=21). 0915 lock ok (chars=1132, overlays=21).
PR ready (draft: false). Do not merge from this agent.

…, does not execute Docs/skill only off latest main after merged #34. IDs: notes.md §116 / items 309–316 / batch #99 (skip #36's §115 / 303–308 / #98 and #35 remap §114 / 289–302 / #97). Quote theirs; invented_signal false. Does not bump 0.4.0. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

Reconstruct PR #37 after merged #36 (NanoJev §115 / 303–308). Keep notes.md §117 / batch #100. Remap composition 315–321 → 330–336 so open #38 jcr (309–316) and open #40 llm-to-jev (322–329) stay unique. Relock live REST 2266★. Docs/skill only. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

…, does not execute (#38) Docs/skill only off latest main after merged #34. IDs: notes.md §116 / items 309–316 / batch #99 (skip #36's §115 / 303–308 / #98 and #35 remap §114 / 289–302 / #97). Quote theirs; invented_signal false. Does not bump 0.4.0. Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

Stars drifted past the 2275 lock during review. Keep IDs §117 / 330–336 / #100 on main after merged #36 and #38. Do not merge. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

* Densify SemIf rename + MLX + ladder onto main (2275★, §117 / 330–336). Reconstruct PR #37 onto merged #38 (jcr §116 / 309–316 / #99). Keep §117 / items 330–336 / batch #100. Relock live REST 2275★. Softmax ≠ Noul; 5.21× is systems≠semantic. Do not merge from this agent. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com> * Relock SemIf live REST 2282★ on §117 densify. Stars drifted past the 2275 lock during review. Keep IDs §117 / 330–336 / #100 on main after merged #36 and #38. Do not merge. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com> --------- Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

…CE interleave Rebased onto latest main after merged #36/#38/#37/#40 (9824aa2). Do not reopen or amend #23–#40. Do not push onto open #41. Follow-up off main: ecosystem 0843 cited notes.md §113; README and CHANGELOG Unreleased still held dump walls; the 0843 lock ended at #33. Restore v0.4.0 scannability (dumps live in changelog-hourly). Extend the 0843 uniqueness lock through merged #34 and #35. Hop-ECE self-test covers reverse and even/odd interleave. uniqueness_gate checks Pages strings and refuses CHANGELOG/README dump walls. IDs unchanged: notes.md §114 / composition 289–302 / findings batch #97. Merged #31 still owns §113 / 273–288 / #96. Later folds keep §115–§118. Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

…CE interleave (#39) Rebased onto latest main after merged #36/#38/#37/#40 (9824aa2). Do not reopen or amend #23–#40. Do not push onto open #41. Follow-up off main: ecosystem 0843 cited notes.md §113; README and CHANGELOG Unreleased still held dump walls; the 0843 lock ended at #33. Restore v0.4.0 scannability (dumps live in changelog-hourly). Extend the 0843 uniqueness lock through merged #34 and #35. Hop-ECE self-test covers reverse and even/odd interleave. uniqueness_gate checks Pages strings and refuses CHANGELOG/README dump walls. IDs unchanged: notes.md §114 / composition 289–302 / findings batch #97. Merged #31 still owns §113 / 273–288 / #96. Later folds keep §115–§118. Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: Basit Mustafa <24601@users.noreply.github.com>

24601 commented Sep 20, 2026

View reviewed changes

24601 marked this pull request as ready for review September 20, 2026 15:34

24601 mentioned this pull request Sep 20, 2026

Fold HIGH NiazMorshed2007/jcr: capability-tree lookup, does not execute #38

Merged

cursoragent and others added 3 commits September 20, 2026 15:41

cursor Bot force-pushed the cursor/nanojev-unified-games-v1-densify-9049 branch from 7390d27 to 98f7096 Compare September 20, 2026 15:43

cursoragent and others added 2 commits September 20, 2026 15:45

cursor Bot mentioned this pull request Sep 20, 2026

Densify SemIf rename + MLX + accuracy ladder #37

Merged

24601 commented Sep 20, 2026

View reviewed changes

24601 merged commit 7de41ef into main Sep 20, 2026
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24601 deleted the cursor/nanojev-unified-games-v1-densify-9049 branch September 20, 2026 15:53

24601 mentioned this pull request Sep 20, 2026

Fold HIGH alexwestco/llm-to-jev: conversion assistant on-ramp #40

Merged

24601 mentioned this pull request Sep 20, 2026

Fold hourly 0947 HIGH: jev-as-judge, OneForward candidate_mass, catalogs and RLCD heads #41

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24601 mentioned this pull request Sep 20, 2026

Post-#35 hygiene: §114 citation, scannable dumps, hop-ECE interleave #39

Merged

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Fold TianyuCodings/NanoJev unified-games-v1 densify - #36

Fold TianyuCodings/NanoJev unified-games-v1 densify#36
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Hard rules

What landed

Claim (quote theirs)

Live REST locks (review relock ~2026-09-20T15:52Z)

Testing

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