peopleanalyst

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Selection-method validity advisor — RUBRIC-8 prove-one (HO-440)

Stateless REST+MCP advisor returning ranked selection-method PORTFOLIOS (never one option) grounded VERBATIM in the cross-book selection-assessment corpus (canonicai cluster model + validity overlay, 3 fingerprinted inputs): the Sackett-corrected validity ordering, the validity-diversity tradeoff, and the five HO-440 evidence guardrails enforced as refusals — no-legacy-validity-figures (build-time leak check fails if a .51-era coefficient enters the registry OR the output), structured-is-the-default (unstructured only behind an explicit override + warning), past-behavior-anchored-first, panel-over-single-rater, BARS-as-defensibility-not-superiority. Basis-honesty per method: numeric ONLY where the overlay adjudicates a current figure (structured-interview design/reliability); ordinal where the corpus supports ranking; qualitative verbatims otherwise; nothing fabricated. 12-method registry generated by scripts/build-selection-methods.mjs; freshness test FAILS (never green-skips) when the canonicai artifacts are absent or drift.

Cluster
Platform
Type
algo
Status
Live
Used by
people-analytics-toolbox

Maturity evidence

Functioning
17 node:test tests green (guardrail suite a-e, basis-honesty, ranking vs the adjudicated ordering, diversity-priority presentation flip, refusals) + 13 existing spoke tests green; check:spokes assessment-library OK; contract 0.3.0.
Valuable
First consumer pending — the tool exists for the Triple-A W3 Attraction workstream; value lands when a hiring-assessment buyer or the jobframe assessment rail calls it.
Understood
Every recommendation carries citations + basis kind; guardrails documented in the data module + this entry; the excluded legacy figures are listed with WHY.
Integrated
Extends the live assessment-library spoke (both doors registered through its existing mcp files); registry data regenerable from the canonicai artifacts with per-file sha256 fingerprints.

How to use it

REST
/api/spokes/assessment-library/selection-advisor
MCP
assessment-library.selection-advisor
CLI
scripts/build-selection-methods.mjs
Data
src/spokes/assessment-library/data/selection-methods.json

Other Platform capabilities

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Capability detail sourced from the People Analytics Toolbox capability feed (source of truth), snapshot retrieved 2026-07-23.