The web client now plays borealis (data/models.json), trained on the three-round
match and taking the 501-dim match view rather than a bare round. Only the actor
trunk is exported -- the critic exists to grade moves in training and never plays,
so the graph physically cannot leak the opponent's hand or the deck, which beats
promising not to call it.
The TypeScript match layer and observation mirror match.py and match_obs.py. They
have to agree to the bit: a mismatch throws nowhere, the ONNX policy just consumes
a wrong vector and plays worse for reasons nobody can see. So the port is not
trusted -- generate_match_parity_fixture.py emits 282 positions from real JAX play
(mid-round, both seats, past a roll-over, with a live carry) and the TS output is
checked against them to float32 round-off.
Match mode is a menu toggle. A seed fixes all three deals and the coin flips, so a
match stays a pure function of it. One-deal mode is unchanged from the player's
side; borealis simply sees it as round one at a carry of zero, a position it has
seen a great many times.
Two bugs found by driving the built app in a browser, both silent:
- The result card totalled the round, not the match. It read "-11 : 3" while the
match stood at -96 : 66 -- it would have named the wrong winner. It now headlines
the match total and breaks the round out beneath it.
- Game records were being rejected. The client's schema went to v2 (it now records
which model played; the old records stored the on-screen label, which stops
identifying anything once there are two models) while serve_web_with_logs.py
still only accepted v1, so every record would have 400'd into a console warning.
v1 stays accepted -- the 111 existing games are altair.
npm test and tsc were green through both. Hence web/.claude/skills/verify, which
records the recipe and the selectors so the next session drives the app instead of
re-deriving how.
.gitignore excluded the new model, which would have shipped a 404: the deploy
builds straight from the repo.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01XBQKgvBbxbheiTF1AVy1Sh
Replace the three explicit Cython-generated paths with src/**/*.c so
new .pyx files anywhere under src/ are automatically covered (the
recent bots/heuristic_cy.pyx surfaced this gap; its generated
heuristic_cy.c was showing up as untracked).
Also ignore .compute.lock (local flock file used by training/benchmarks
to coordinate GPU access) and .claude/ (Claude Code session metadata
directory). Both are local-only artifacts and should never be checked
in.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
맥락:
- 새 레포의 첫 범위를 RL 없는 Lost Cities classic 게임 구현으로 잡았다.
- 기존 tier0-3 실험 축은 제거하고 classic 5-expedition 룰을 기본값으로 둔다.
변경:
- games/classic 아래에 Cython 게임 엔진, env, bots, backend 경계, Rust core와 proto schema를 이식했다.
- setuptools/Cython 빌드 설정과 package data, README, classic port notes를 추가했다.
- 룰, 점수, 마스크, env, canonical state, bot, Rust parity 테스트를 새 경로로 가져왔다.
확인:
- uv run pytest tests/games/classic
- uv run lost-cities-classic
coolguyandClaude Opus 4.8