Platform · Shipped · new here
Match-quality evaluation harness (PANTONE-8)
Empirical precision/agreement per match band, per signal, per edition, computed from human review + confirmation outcomes via the adaptive-ledger join — with MIN_CELL_N=5 honest floors (no rate off 2 observations) and a verified empty state. The evidence base for tolerance recalibration, PANTONE-2's unify-or-bless decision, and the public 'confirmed by the people in the roles' proof point.
- Cluster
- Platform
- Type
- instrument
- Status
- Shipped
- Used by
- people-analytics-toolbox
Maturity evidence
- Functioning
- 8/8 hermetic tests; empty-state verified against real prod data (1 decision, 0 reviewed → all-null + note).
- Valuable
- Turns match quality from a claim into a computable statistic; complements canon-verify (data vs behavior).
- Understood
- Report shape + min-n doctrine in the core header.
- Integrated
- Reads both match + confirmation surfaces — PANTONE-5 labels feed it from day one.
How to use it
- REST
- GET /api/spokes/job-family-agent/match-quality (service-key)
- MCP
- job-family-agent.match-quality
- Data
- src/spokes/job-family-agent/core/match-quality{,-load}.ts
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.