2 Commits

Include renames

Author	SHA1	Message	Date
mathiasandClaude Sonnet 4.6	65a58fcca2	feat(loop): add --run-dir isolation, heartbeat, ntfy-on-crash; scaffold start command ... Closes jepa-fx-risk#11 Phase A. - scripts/autoresearch_start.py: scaffold runs/<rq-id>/ from Council backlog leaf; fail-closed on non-autoresearch-ready; strips candidate_metric; writes program.md + run.json (provenance) + train.py copy. 19 TDD tests. - loop.py: --run-dir flag redirects STATUS.md / metrics.json / HEARTBEAT / train.py into the run dir; METRICS_OUT env var passed to train subprocess so it writes metrics.json to the run dir; heartbeat file written each iter phase; ntfy-on-crash via NTFY_URL env var (best-effort). - train.py: METRICS_OUT env var overrides metrics.json path (default unchanged). Launch: LITELLM_KEY=xxx python loop.py --run-dir runs/rq-04 Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>	2026-06-27 10:19:17 +02:00
mathiasandClaude Sonnet 4.6	69784f59cf	feat(loop): autoresearch keep/revert loop + first iteration (val_vol_r2 0.2821→0.3749, +9.3%) ... loop.py: Karpathy-style keep/revert loop. Agent (berget/gemma4-31b, iguana model, NOT koala GPU) proposes one change to train.py per iter → train.py runs on koala GPU (<2s) → read val_vol_r2 from metrics.json → keep if improved, else restore original content. STATUS.md tracks per-iter metric + delta + GPU snap. Iter 1 kept: improved EMBED_DIM/capacity, +9.3% on OOS R². Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>	2026-06-24 07:16:50 +02:00