Files
gbrain/src
Garry TanandClaude Opus 4.7 a5c375dd15 feat(v0.25.0): gbrain eval replay + contributor doc + CONTRIBUTING link
Closes the gap between "session capture works" (this PR's core) and
"contributors actually use it before merging." Three artifacts:

- src/commands/eval-replay.ts (~340 LOC) — reads NDJSON from `gbrain eval
  export`, re-runs each captured query/search against the current brain,
  computes set-Jaccard@k, top-1 stability, and latency delta. Stable JSON
  shape (schema_version:1) for CI gating; human mode prints a regression
  table sorted worst-first. Pure Bun, zero new deps. Stub-engine tests
  cover Jaccard math, NDJSON parser (including v2 forward-compat
  rejection + line-numbered errors), --limit, --verbose, --json, and
  graceful per-row error handling. 16/16 passing.

- docs/eval-bench.md (~80 lines) — contributor guide. The 4-command loop
  (export → change → replay → diff), metric definitions with healthy
  ranges (Jaccard ≥0.85, top-1 ≥85%, latency Δ within ±50ms), trigger
  paths, CI integration snippet, hand-crafted NDJSON corpus path for
  fresh installs, and the off-switch. Pairs with the existing
  docs/eval-capture.md which is the consumer-facing wire format.

- CONTRIBUTING.md gains a "Running real-world eval benchmarks (touching
  retrieval code)" section with the trigger paths and a link to
  docs/eval-bench.md. Reviewers now have a one-line ask: "did you run
  replay?"

CLAUDE.md key files updated. CHANGELOG bullets added. llms.txt
regenerated.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-01 07:46:43 -07:00
..