Skill Engine Audit

Acknowledgement: Shared by Peter Bamuhigire, techguypeter.com.

Use When

• Asked to AUDIT, grade, benchmark, rank, or find gaps in a whole skills engine / skill catalog (not a single skill — for one skill's safety use skill-safety-audit).
• Deciding whether an engine is "world-class" and what to add/harden to get there.
• Producing a comprehensive, ranked, evidence-based report on an engine's quality and coverage.

Do Not Use When

• Auditing ONE skill for unsafe/malicious instructions → use skill-safety-audit.
• Auditing produced artifacts (a website/app/document) for AI slop → use the design engine's ai-slop-typography-audit / visual-product-slop-audit.
• Writing or routing a new skill → use skill-writing / skill-taxonomy-and-routing.

Required Inputs