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gbrain/package.json
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Garry TanGitHubClaude Opus 4.7
 94aaf7e396 v0.40.1.0 Track D — eval infrastructure (catch retrieval regressions, prove answer-quality wins) (#1298) 
* feat(eval-longmemeval): --by-type flag + question field + resume-replace

Per-question JSONL row gains `question`, `question_type`, and (when
ground truth is available) `recall_hit` — additive fields that existing
consumers (LongMemEval's `evaluate_qa.py`) ignore. New `--by-type` flag
emits a `{kind:"by_type_summary", recall_by_type, aggregate}` line at
the end of the output, resume-safe: rebuilt from existing rows so the
final aggregate covers cumulative resumed questions, prior summary at
the tail replaced rather than appended. New `--by-type-floor F` exits
non-zero per breached question_type. Empty-bucket guard emits null rate
not NaN. Exports `buildByTypeSummary` + `emitByTypeSummary` +
`seedRecallByTypeFromFile` for unit testing.

* feat(eval-cross-modal): --batch flag + semaphore + DI seam

Adds `--batch <jsonl> [--limit N] [--concurrent N] [--max-usd FLOAT]
[--yes]` to the existing eval cross-modal command. Mutually exclusive
with --task. Reads LongMemEval-shape JSONL output, filters by_type_summary
rows automatically, fans out via a new `runWithLimit<T>` semaphore
primitive (default --concurrent 3 x 3 model slots = 9 simultaneous calls;
below tier-1 rate limits on all 3 providers). Pre-flight cost estimate
refuses past --max-usd (default $5) unless --yes. Per-question receipts
written to a per-batch tempdir + deleted at end of run so
~/.gbrain/eval-receipts/ stays clean; summary receipt inlines verdicts.

Exit precedence (new batch-level policy, not inherited from aggregate.ts):
ERROR > FAIL > INCONCLUSIVE > PASS — any per-question runtime error exits 2.

New `runEvalCrossModal(args, opts?: {runEval?})` DI seam mirrors the
existing eval-longmemeval pattern. Tests pass a stub runEval so unit tests
don't need API keys; gateway availability check is also skipped when
opts.runEval is provided. Pinned by 17 cases.

* test: hermetic qrels retrieval gate against synthetic basis-vector corpus

Adds test/eval-replay-gate.test.ts as a unit-shard test (NOT under
test/e2e/ — the unit-shard CI matrix runs every PR via bun test;
test/e2e/ is fixed-file). Seeds a PGLite engine with synthetic
placeholder-name pages whose embeddings are basis vectors (same pattern
as test/e2e/search-quality.test.ts:23-28) so retrieval is hermetic — no
API keys, no DATABASE_URL, fully deterministic.

The qrels fixture at test/fixtures/eval-baselines/qrels-search.json has
12 hand-curated queries; each maps to a ranked list of relevant slugs +
`first_relevant_slug` (expected top-1). For each query, the gate asserts
`top1_match_rate >= 0.80` AND `recall_at_10 >= 0.85`. Env-overridable
floors via GBRAIN_REPLAY_GATE_TOP1_FLOOR / GBRAIN_REPLAY_GATE_RECALL_FLOOR
through withEnv(). Gate-fire prints per-query HIT/miss + recall to stderr.

When ranking changes intentionally move expected slugs, edit
qrels-search.json directly with a 'Why:' line in the commit body —
documented in docs/eval-bench.md.

scripts/check-test-real-names.sh allowlist gains 6 entries for the
privacy-grep regression guard inside the test, which must literally
spell the names it forbids to assert they're NOT in the fixture (same
meta-rule exception as skillpack-harvest privacy tests).

* feat(autopilot): opt-in nightly cross-modal quality probe + doctor check

Composes `gbrain eval longmemeval --by-type` + `gbrain eval cross-modal
--batch` into a 24h-cadenced quality check. Default DISABLED — opt-in via
`gbrain config set autopilot.nightly_quality_probe.enabled true` so new
users don't discover background API spend.

src/core/cycle/nightly-quality-probe.ts ships the phase implementation
with a full NightlyProbeDeps DI surface (isEnabled, hasEmbeddingProvider,
resolveMaxUsd, resolveRepoRoot, runLongMemEval, runCrossModalBatch, now)
so tests stub every external effect — no PGLite, no real LLM calls.
Pure `shouldRunNightly(now, recentEvents, windowMs?)` rate-limit fn.

src/core/audit-quality-probe.ts is the ISO-week-rotated JSONL writer
(mirrors audit-slug-fallback.ts; honors GBRAIN_AUDIT_DIR). One event per
run: outcome (pass/fail/inconclusive/error/budget_exceeded/rate_limited/
no_embedding_key), exit code, pass/fail/error counts, est_cost_usd,
fixture_sha8.

src/commands/doctor.ts gains a `nightly_quality_probe_health` check:
SKIPPED with paste-ready enable command when disabled; OK with timestamp
when all PASS in last 7 days; WARN with per-outcome counts when any
FAIL/ERROR/BUDGET_EXCEEDED. Extracted as pure
`computeNightlyQualityProbeHealthCheck(probeEnabled, events)` for
unit testing.

test/fixtures/longmemeval-nightly.jsonl is a 10-question placeholder
dataset (synthetic names only) distinct from the existing 5-question
mini fixture so the probe has consistent regression signal.

Real expected cost: ~$0.35/night = ~$10.50/month. Worst-case at
default $5 cap: $150/month.

Pinned by 21 cases in test/nightly-quality-probe.test.ts covering the
rate-limit pure function, every outcome branch, and all 7 branches of
the doctor check.

Autopilot scheduler wiring deferred to v0.41+ — the phase is callable
in isolation today (via the DI surface); cycle-loop dispatcher
integration filed in TODOS.md as a follow-up.

* docs: document Track D eval surfaces + file v0.41+ follow-up TODOs

docs/eval-bench.md gains a 'v0.40.1.0 Track D — Eval infrastructure'
section covering: --by-type usage + resume-replace semantics, the
hermetic qrels gate workflow + 'Why:' commit-body refresh convention,
--batch end-to-end with cost-bound + concurrency knobs, and the opt-in
nightly probe enable workflow + cost ceiling.

TODOS.md files two follow-ups:
- v0.41+: contributor-mode CI capture for BrainBench-Real replay gate
  (the deferred original Task 2 design — replay against real captured
  queries is more valuable than synthetic qrels long-term, but needs CI
  secret + nightly capture pipeline + commit automation; deferred to a
  dedicated wave)
- v0.41+: wire the nightly quality probe into autopilot scheduling
  (phase callable in isolation today; cycle-loop dispatcher integration
  is a ~3-hour follow-up)

CLAUDE.md Key Files annotations extended for the four lanes:
eval-longmemeval gains the --by-type description, eval-cross-modal
gains the --batch + DI seam description, new entries for the qrels
gate test + the nightly probe + audit-quality-probe writer.

* chore: bump version and changelog (v0.40.1.0)

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

* fix(eval): close 4 codex-flagged eval-integrity bugs

Codex adversarial review on the Track D wave found 4 real ways the new
eval-gate code could silently bypass its gates. Each fix below either
counts what was previously dropped, fails fast on a parser edge case,
or enforces a gate that was previously skipped on an early-return path.

CDX-1: cross-modal --batch silently dropped failed/corrupt LongMemEval
rows. `gbrain eval longmemeval` emits {error:..., hypothesis:''} when
runOneQuestion throws; the batch reader's missing-field skip threw those
rows away, shrinking the denominator. A green eval on a subset is now
impossible:
  - eval-longmemeval.ts: error rows now carry `question` + `question_type`
    so the batch consumer can identify them as upstream failures, not
    skip them as malformed.
  - eval-cross-modal.ts: readBatchRows now returns {rows, upstream_errors,
    malformed_count}. Upstream errors fold into per_question with verdict
    'upstream_error'. BatchSummary gains `upstream_error_count` and
    `malformed_count`. ERROR exit precedence widens to include both, so
    any upstream failure exits 2.

CDX-2: --limit 0 was a direct CI bypass — zero-row check fired before
slicing, then the empty result fell through to verdict='pass'. Fixed
with a hard `limit >= 1` check.

CDX-3: --resume-from + --by-type-floor was a real gate skip. When a
prior run had every question answered, the early "nothing to do" return
fired BEFORE summary emission and floor enforcement. Now the no-op
resume path still seeds recallByType from the existing file, emits the
by_type_summary at the tail, and runs the floor gate.

CDX-5: doctor nightly_quality_probe_health only flagged fail / error /
budget_exceeded as warn. no_embedding_key / rate_limited / inconclusive
were silently reported as PASS — hiding misconfigurations and queue
backpressure. The bad-event filter is now `outcome !== 'pass'`, and the
counts string surfaces every bucket so the operator sees exactly what
went wrong.

scripts/check-privacy.sh: adds test/eval-replay-gate.test.ts to the
allowlist (the qrels test's privacy-grep regression guard literally
names what it forbids, same meta-rule exception as the existing
test/recency-decay.test.ts + skillpack-harvest allowlist entries).

Pinned by 8 new regression cases across eval-longmemeval (CDX-3),
eval-cross-modal-batch (CDX-1 + CDX-2), and nightly-quality-probe
(CDX-5). 76 Track D tests pass.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-22 22:16:25 -07:00

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{
"name": "gbrain",
"version": "0.40.1.0",
"description": "Postgres-native personal knowledge brain with hybrid RAG search",
"type": "module",
"main": "src/core/index.ts",
"bin": {
"gbrain": "src/cli.ts"
},
"exports": {
".": "./src/core/index.ts",
"./engine": "./src/core/engine.ts",
"./types": "./src/core/types.ts",
"./operations": "./src/core/operations.ts",
"./minions": "./src/core/minions/index.ts",
"./engine-factory": "./src/core/engine-factory.ts",
"./pglite-engine": "./src/core/pglite-engine.ts",
"./link-extraction": "./src/core/link-extraction.ts",
"./import-file": "./src/core/import-file.ts",
"./transcription": "./src/core/transcription.ts",
"./embedding": "./src/core/embedding.ts",
"./config": "./src/core/config.ts",
"./markdown": "./src/core/markdown.ts",
"./backoff": "./src/core/backoff.ts",
"./search/hybrid": "./src/core/search/hybrid.ts",
"./search/expansion": "./src/core/search/expansion.ts",
"./ai/gateway": "./src/core/ai/gateway.ts",
"./extract": "./src/commands/extract.ts",
"./ingestion": "./src/core/ingestion/index.ts",
"./ingestion/test-harness": "./src/core/ingestion/test-harness.ts"
},
"scripts": {
"dev": "bun run src/cli.ts",
"build": "bun build --compile --outfile bin/gbrain src/cli.ts",
"build:all": "bun build --compile --target=bun-darwin-arm64 --outfile bin/gbrain-darwin-arm64 src/cli.ts && bun build --compile --target=bun-linux-x64 --outfile bin/gbrain-linux-x64 src/cli.ts",
"build:admin": "cd admin && bun run build && cd .. && bun run scripts/build-admin-embedded.ts",
"build:admin-embedded": "bun run scripts/build-admin-embedded.ts",
"build:schema": "bash scripts/build-schema.sh",
"build:llms": "bun run scripts/build-llms.ts",
"build:pglite-snapshot": "bun run scripts/build-pglite-snapshot.ts",
"test": "bash scripts/run-unit-parallel.sh",
"test:full": "bun run verify && bash scripts/run-unit-parallel.sh && bun run test:slow && ([ -n \"$DATABASE_URL\" ] && bash scripts/run-e2e.sh || echo '[test:full] skipped E2E (no DATABASE_URL); run docker-compose -f docker-compose.ci.yml up + bun run test:e2e to include' 1>&2)",
"verify": "bun run check:privacy && bun run check:proposal-pii && bun run check:test-names && bun run check:jsonb && bun run check:source-id-projection && bun run check:progress && bun run check:test-isolation && bun run check:wasm && bun run check:admin-build && bun run check:admin-scope-drift && bun run check:cli-exec && bun run check:system-of-record && bun run check:eval-glossary && bun run check:no-pii-agent-voice && bun run check:synthetic-corpus-privacy && bun run check:skill-brain-first && bun run check:fuzz-purity && bun run typecheck",
"check:no-pii-agent-voice": "scripts/check-no-pii-in-agent-voice.sh",
"check:synthetic-corpus-privacy": "scripts/check-synthetic-corpus-privacy.sh",
"check:system-of-record": "scripts/check-system-of-record.sh",
"check:admin-scope-drift": "scripts/check-admin-scope-drift.sh",
"check:cli-exec": "scripts/check-cli-executable.sh",
"check:all": "scripts/check-privacy.sh && scripts/check-proposal-pii.sh && scripts/check-test-real-names.sh && scripts/check-jsonb-pattern.sh && scripts/check-source-id-projection.sh && scripts/check-progress-to-stdout.sh && scripts/check-no-legacy-getconnection.sh && scripts/check-test-isolation.sh && scripts/check-trailing-newline.sh && scripts/check-wasm-embedded.sh && scripts/check-exports-count.sh && scripts/check-admin-build.sh && scripts/check-admin-scope-drift.sh && scripts/check-cli-executable.sh && scripts/check-skill-brain-first.sh",
"check:skill-brain-first": "scripts/check-skill-brain-first.sh",
"check:wasm": "scripts/check-wasm-embedded.sh",
"check:newlines": "scripts/check-trailing-newline.sh",
"test:e2e": "bash scripts/run-e2e.sh",
"test:slow": "bash scripts/run-slow-tests.sh",
"test:heavy": "bash scripts/run-heavy.sh",
"test:profile": "bash scripts/profile-tests.sh",
"test:serial": "bash scripts/run-serial-tests.sh",
"ci:local": "bash scripts/ci-local.sh",
"ci:local:diff": "bash scripts/ci-local.sh --diff",
"ci:select-e2e": "bun run scripts/select-e2e.ts",
"typecheck": "tsc --noEmit",
"check:jsonb": "scripts/check-jsonb-pattern.sh",
"check:source-id-projection": "scripts/check-source-id-projection.sh",
"check:privacy": "scripts/check-privacy.sh",
"check:proposal-pii": "scripts/check-proposal-pii.sh",
"check:eval-glossary": "scripts/check-eval-glossary-fresh.sh",
"check:test-names": "scripts/check-test-real-names.sh",
"check:progress": "scripts/check-progress-to-stdout.sh",
"check:exports-count": "scripts/check-exports-count.sh",
"check:admin-build": "scripts/check-admin-build.sh",
"check:admin-embedded": "scripts/check-admin-embedded.sh",
"check:test-isolation": "scripts/check-test-isolation.sh",
"check:fuzz-purity": "scripts/check-fuzz-purity.sh",
"postinstall": "command -v gbrain >/dev/null 2>&1 && gbrain apply-migrations --yes --non-interactive || echo '[gbrain] postinstall skipped. If installed via bun install -g github:...: run `gbrain doctor` and `gbrain apply-migrations --yes` manually. See https://github.com/garrytan/gbrain/issues/218' 1>&2",
"prepublish:clawhub": "bun run build:all",
"publish:clawhub": "clawhub package publish . --family bundle-plugin"
},
"openclaw": {
"compat": {
"pluginApi": ">=2026.4.0"
},
"extensions": [
"./src/openclaw-context-engine.ts"
]
},
"dependencies": {
"@ai-sdk/anthropic": "^3.0.71",
"@ai-sdk/google": "^3.0.64",
"@ai-sdk/openai": "^3.0.53",
"@ai-sdk/openai-compatible": "^2.0.41",
"@anthropic-ai/sdk": "^0.30.0",
"@aws-sdk/client-s3": "^3.1028.0",
"@dqbd/tiktoken": "^1.0.22",
"@electric-sql/pglite": "0.4.3",
"@jsquash/avif": "^2.1.1",
"@jsquash/png": "^3.1.1",
"@modelcontextprotocol/sdk": "1.29.0",
"ai": "^6.0.168",
"chokidar": "^4.0.3",
"cookie-parser": "^1.4.7",
"cors": "^2.8.5",
"eventsource-parser": "^3.0.8",
"exifr": "^7.1.3",
"express": "^5.1.0",
"express-rate-limit": "^7.5.0",
"gray-matter": "^4.0.3",
"heic-decode": "^2.1.0",
"js-yaml": "^3.14.2",
"marked": "^18.0.0",
"openai": "^4.0.0",
"pgvector": "^0.2.0",
"postgres": "^3.4.0",
"tree-sitter-wasms": "0.1.13",
"web-tree-sitter": "0.22.6",
"zod": "^4.3.6"
},
"devDependencies": {
"@types/bun": "latest",
"@types/cookie-parser": "^1.4.7",
"@types/cors": "^2.8.19",
"@types/express": "^5.0.6",
"@types/js-yaml": "^3.12.10",
"bun-types": "^1.3.13",
"fast-check": "^4.8.0",
"typescript": "^5.6.0"
},
"trustedDependencies": [
"@electric-sql/pglite"
],
"engines": {
"bun": ">=1.3.10"
},
"license": "MIT"
}
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