expert-skill-audit

Leads a human domain expert through a gate-by-gate review of another skill: confirming a shared reading, profiling the reviewer, dry-running a realistic case, issuing a verdict on every checkable claim, applying only approved edits and review_status metadata changes, and releasing a record only on an explicit choice to publish, trim, anonymize, save locally, or cancel. Metadata rules block expert-verified status unless coverage was adequate, and falling back to a local file after publication is declined, unavailable, or fails requires its own explicit decision. Use when a user with domain expertise wants to fact-check, rate, or correct an existing skill before relying on it. Not for authoring new skills, empirically validating a method on real data, or reviewing without a human expert answering the questions.

Version

v1.0.0

Size

18 KB

Updated

2026-10-10

Your client verifies the signature before reading. This explicit manual read is available on every plan. Free automatically loads five chosen skills; paid plans automatically load relevant skills across the library.