Platform · Shipped · new here
Per-person match-confirmation loop (PANTONE-5)
One-tap per-person confirmation of proposed matches: campaign generation mints an adaptive-ledger decision per item, brandscript'd Resend emails carry single-purpose expiring tokens, and every confirm/correct writes back through recordMatchReview (outcome signals + trackers + calibration). The label moat — 'every instance strengthens our knowledge advantage'.
- Cluster
- Platform
- Type
- loop
- Status
- Shipped
- Used by
- people-analytics-toolbox
Maturity evidence
- Functioning
- Prod walk 2026-07-03: generate → view → confirm + correct → replay refused → stats {2 total, 1 confirmed, 1 corrected}.
- Valuable
- Labeled match outcomes = the compounding data advantage Mike declared central; feeds learned weights + PANTONE-8.
- Understood
- Email copy recorded in the brandscript doc FIRST; CHANGELOG 1.28.0 documents the PAT-11 token-gate exception.
- Integrated
- Same learning join as the match engine; stats respect min-N; no flywheel writes by design.
How to use it
- REST
- POST /confirmations/generate · GET/POST /confirmations/respond · GET /confirmations/stats (jfa 1.28.0)
- MCP
- job-family-agent.confirmations.stats
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.