

1dadd9ed71
v0.35.7.0 feat: temporal trajectory + founder scorecard (Phases 2-4) (#1131)
* feat(facts): typed-claim substrate + cycle correctness fixes (v0.35.6 wave 1/3)
Schema (migration v67):
- Add four optional typed-claim columns to facts: claim_metric TEXT,
claim_value DOUBLE PRECISION, claim_unit TEXT, claim_period TEXT
- Partial index facts_typed_claim_idx ON (entity_slug, claim_metric, valid_from)
WHERE claim_metric IS NOT NULL
- All nullable, metadata-only on both engines
Fence layer:
- ParsedFact (facts-fence.ts) gains optional claimMetric/Value/Unit/Period
- Parser tolerates both 10-cell (legacy) and 14-cell (widened) rows
- Renderer emits 14 cells iff any row has typed data; otherwise stays
10-cell so existing fences don't widen on unrelated edits
- Numeric value cell tolerates comma thousand separators (50,000 -> 50000)
Extract pipeline (D-CDX-2, D-ENG-1):
- src/core/facts/extract.ts (the actual Haiku call site, NOT extract-facts.ts
cycle phase) extends its system prompt to emit typed fields for metric-shaped
claims
- extractFactsFromFenceText gains optional pageEffectiveDate. Precedence:
fence-row validFrom > pageEffectiveDate > undefined (engine defaults to now)
- normalizeMetricLabel: 15-entry seed map for common founder metrics (mrr,
arr, runway, headcount, team_size, cac, ltv, gross_margin, burn_rate, cash,
users, mau, dau, churn_rate, revenue); unknown labels lowercase + space->_
Engine extensions:
- NewFact + insertFact + insertFacts in both engines accept the four typed
columns (all nullable)
- Cycle phase extract-facts.ts threads page.effective_date through AND
batch-embeds via gateway.embed() before insertFacts (D-CDX-3 fix for
cycle-inserted facts arriving with embedding=NULL)
Consolidate fix (D-CDX-4 — Codex F4):
- Replace MAX(row_num)+1 INSERT with semantic upsert on (page_id, claim,
since_date). Re-running the full cycle on stable input produces zero new
takes — fixes the pre-existing duplicate-takes bug after extract_facts
wipes consolidated_at
- Chronological valid_until writeback per cluster: sort by (valid_from ASC,
id ASC), walk pairs, set older.valid_until = newer.valid_from
Tests:
- test/migrate.test.ts +6 cases for v67 shape + materialization + nullable
backward compat
- test/facts-fence-typed.test.ts (new, 17 cases): parser+renderer round-trip,
normalization seed map coverage, valid_from precedence three-branch
- test/consolidate-valid-until.test.ts (new, 4 cases): chronological
writeback (R4a), same-day id tiebreaker, cycle re-run zero duplicates
(R4b/R7), valid_until idempotency
- test/schema-bootstrap-coverage.test.ts: add four typed-claim columns to
COLUMN_EXEMPTIONS (migration co-defines the partial index, no forward
reference to bootstrap)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(trajectory): find_trajectory MCP op + eval/founder CLIs (v0.35.6 wave 2/3)
Engine method (D-CDX-1, D-CDX-6):
- BrainEngine.findTrajectory(opts) on both Postgres and PGLite
- TrajectoryOpts: scalar sourceId fast path + sourceIds federated array
(mirrors v0.34.1.0 search* dual pattern)
- opts.remote: when true, SQL adds AND visibility='world' so OAuth read
clients see only world-visibility facts (mirrors recall's posture —
closes the F7 privacy regression Codex caught in plan review)
- Single SQL query, ORDER BY valid_from ASC, id ASC for deterministic
output (R3 pin). Returns TrajectoryPoint[] including raw embedding so
the caller can compute drift without a second round-trip
Pure function library (src/core/trajectory.ts, new):
- detectRegressions(points, threshold): walks consecutive (metric, value)
pairs per metric; emits when newer drops >= threshold below older.
10% default, override via GBRAIN_TRAJECTORY_REGRESSION_THRESHOLD
- computeDriftScore(points): 1 - mean(cosine(emb[i], emb[i-1])) over
embedded points; clamped [0,1]; null when <3 embedded points (D-ENG-3
graceful degradation)
- computeTrajectoryStats(points): composed shape returning both
- TRAJECTORY_SCHEMA_VERSION = 1 — additive-only across releases (R5)
MCP op (src/core/operations.ts):
- find_trajectory: scope read, NOT localOnly. Routes through
sourceScopeOpts(ctx) for federated isolation AND threads ctx.remote
for visibility filtering. Strips raw Float32Array embeddings from the
wire shape; converts valid_from to YYYY-MM-DD string
- Registered in operations array after find_experts
- FIND_TRAJECTORY_DESCRIPTION in operations-descriptions.ts
CLIs:
- gbrain eval trajectory <entity> [--metric M] [--since D] [--until D]
[--limit N] [--json] — chronological human view with [REGRESSION] inline
annotation; thin-client routing via callRemoteTool(find_trajectory).
Dispatched in src/commands/eval.ts sub-subcommand block
- gbrain founder scorecard <entity> [--since D] [--until D] [--json] —
pure aggregation over Phase 2's substrate. Four signals:
claim_accuracy (over resolved takes), consistency, growth_trajectory,
red_flags. computeFounderScorecard exported for tests.
Registered as top-level command in cli.ts; added to CLI_ONLY set
Tests (45 cases across 5 files):
- test/engine-find-trajectory.test.ts: 18 cases — chronological order,
source scoping (scalar + federated), visibility filter on remote=true,
metric + since/until filters, regression detection at threshold
boundaries, drift score with various embedding states
- test/operations-find-trajectory.test.ts: 9 cases — op registration,
param validation, JSON envelope shape, R5 schema_version: 1,
embedding stripped from wire, R6 visibility filter, source scoping
- test/eval-trajectory.test.ts: 7 cases — arg parsing, --help,
--json envelope, regression annotation, --metric filter, empty entity
- test/founder-scorecard.test.ts: 9 cases — empty inputs no-NaN (G2),
claim_accuracy math, consistency math, growth_trajectory math,
red_flags fire for regression / narrative_drift / missed_prediction
- test/eval-contradictions/no-valid-until-write.test.ts: 4 cases —
R1 (probe never writes valid_until under eval-contradictions/) +
R8 (only allow-listed files write valid_until anywhere in src/)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* chore: v0.35.6.0 — CHANGELOG + VERSION + docs + migration note
Bumps to v0.35.6.0 (next-minor after master's v0.35.5.1 — typed-claim
substrate + trajectory + founder scorecard is a new user-facing
feature surface, not a fix).
- VERSION + package.json synced
- CHANGELOG.md release-summary block in the wave-style voice, lead with
what the user can now DO. Sections: typed metric claims in the fence,
chronological metric trajectories, founder scorecard, MCP
find_trajectory op, cycle re-run idempotency fix, embedding-on-insert
fix, valid_from precedence fix. To-take-advantage-of block with
verification + opt-in fence syntax example
- CLAUDE.md Key Files entry consolidating the wave across
eval-trajectory.ts + founder-scorecard.ts + trajectory.ts. Names every
D-ENG / D-CDX decision and the Codex outside-voice F-numbers
- skills/migrations/v0.35.6.md agent-readable migration note. Includes
fence-syntax example for typed-claim rows so downstream agents start
emitting them. Iron-rule contracts called out (R1 + R8 + R7 + visibility)
- llms-full.txt regenerated to reflect the new CLAUDE.md entry
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* docs: post-ship sync for v0.35.7.0 — trajectory + founder scorecard
- README.md: add `gbrain eval trajectory` to EVAL section, add new
TEMPORAL block covering `gbrain founder scorecard` + the
GBRAIN_TRAJECTORY_REGRESSION_THRESHOLD env override; add v0.35.7
"What's new" paragraph below the v0.28.8 LongMemEval blurb
- AGENTS.md: new bullet under Common tasks teaching agents to reach for
`gbrain eval trajectory` / `gbrain founder scorecard` / the
`find_trajectory` MCP op when asked to evaluate a founder/company
over time
- docs/contradictions.md: append "Temporal axis follow-on (v0.35.3.1 +
v0.35.7)" subsection under See also, cross-linking the trajectory
substrate and naming the auto-supersession.ts:4 invariant preserved
by both the verdict enum (probe side) and consolidate's valid_until
writeback (cycle side)
- CLAUDE.md: fix stale (v0.35.4) tag on the trajectory entry to
(v0.35.7) — version got rebumped twice during the merge wave
- skills/migrations/v0.35.7.md renamed to v0.35.7.0.md for consistency
with the v0.35.0.0.md / v0.14.0.md / etc naming convention
- llms-full.txt regenerated to reflect the CLAUDE.md edit
Coverage map (Diataxis):
/eval trajectory CLI ✅ ref (README, AGENTS) ✅ how-to (CHANGELOG) ❌ tutorial
/founder scorecard CLI ✅ ref (README, AGENTS) ✅ how-to (CHANGELOG) ❌ tutorial
find_trajectory MCP op ✅ ref (CLAUDE.md, AGENTS, contradictions.md)
typed-claim fence cols ✅ ref (skills/migrations/v0.35.7.0.md, CHANGELOG)
Migration v67 ✅ ref (CLAUDE.md, CHANGELOG)
No tutorial / explanation gaps worth filling in this PR — the migration
note's fence-syntax example already covers the "first typed claim"
walkthrough. ARCHITECTURE diagrams not drifted (the trajectory work
extends existing facts/takes infrastructure; no new component boxes).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-17 18:52:38 -07:00
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