Platform · Shipped · new here
Adaptive Decision Ledger — every adaptive loop learns whether it patterned right
The decision/prediction half of every adaptive surface: log what a policy predicted (features, policyVersion, candidates), joined to the outcome signal on decisionId, so calibration scores predicted-vs-realized per policy. Adopted by JobFrame matching, reincarnation selection, and the Insight Player exec feed.
- Cluster
- Platform
- Type
- service
- Status
- Shipped
- Used by
- people-analytics-toolbox, performix, vela, devplane
Maturity evidence
- Functioning
- Live in prod 2026-06-30 (migrations 0162/0163; adaptive_ledger.decision + signal_event.decision_id verified). calibrationReport joins decisions to signals per policyVersion.
- Valuable
- Turns “measure engagement” into “learn if we patterned right” across 4 surfaces (JobFrame match-confidence, reincarnation info-gain, /feed usefulness, anycomp exec deck); JobFrame learned weights update from human review.
- Understood
- docs/STANDARDS/ADAPTIVE-DECISION-LEDGER.md; signals 0.5.0 decisionId join key.
- Integrated
- Durable via the outbox; consumers vendor the contract. Cross-repo (confirmed): vela HO-296, devplane optimizer-ledger HO-297, Performix HO-303.
How to use it
- REST
- /api/spokes/job-family-agent/match/review
- MCP
- job-family-agent.match.review
- Data
- src/lib/adaptive-ledger/
Other Platform capabilities
- Comp audit self-serve — CSV intake, free validate, commerce-gated watermarked run (HO-155)
- Gift pass — gifted ownership on the entitlement store (magic-link claim)
- JobFrame canonical Job Family × Focus × Level taxonomy + classifier
- SMB pay-system wizard — chocolate/vanilla over the pay-system catalog
- Support channel — portfolio-wide /support form → ticket store → operator email
- Ask-your-data — generalizable NL→rank→tier→cite spoke (HO-378)
- Diagnostic acquisition — next-best-ask over a live hypothesis set
- Executive-Priorities Elicitation Instruments (static catalog)
Capability detail sourced from the People Analytics Toolbox capability feed (source of truth), snapshot retrieved 2026-07-23.