Skill Auditor

This skill provides a standardized, end-to-end process for auditing any agent skill — from structural integrity to live functional performance. It combines two independent veto gates, static analysis across 25 criteria, dynamic execution, five-category specialized scoring, and human review into a single coherent workflow.

Audit Pipeline

Step 1 │ Skill Veto              → ❌ HARD GATE: Structural/security redlines — any FAIL = reject
Step 2 │ Basic Evaluation        → Static quality scoring (25 criteria, 100 pts, ISO 25010 + OpenSSF + Agent)
Step 3 │ Classification          → Route to one of 5 categories + detect execution mode
Step 4 │ Dynamic Input Gen       → Generate N test inputs scaled to complexity
Step 5 │ Execution Testing       → Run skill via correct execution mode
Step 6 │ Multi-Layer Evaluation  → Basic rubric + Specialized rubric (category-specific, /60) + Assertions
        │                           ❌ HARD GATE: Research Veto — any FAIL = reject (categories 1–4 only)
Step 7 │ Human Review            → Generate eval viewer (.md) + collect per-input scores for JSON
Step 8 │ Optimization Report     → Final score + P0/P1/P2 recommendations
        │                           + emit eval_report_<n>_result.json for frontend visualization