| name | harness-audit |
|---|---|
| description | Audit the skill suite to find complexity that's no longer justified by current model capabilities. Run on-demand after model releases, when skills feel like they're getting in the way, or for periodic maintenance. Use when user says "harness audit", "audit skills", "audit my harness", "simplify skills", "prune skills", "are my skills still needed", "what can I simplify", "skill review", "clean up skills", or mentions that a new model just dropped and they want to check if their setup needs updating. |
Evaluate whether each skill's complexity is still justified. Every skill encodes assumptions about what the model can't do on its own. Those assumptions go stale as models improve. This skill finds the stale ones.
Three phases: audit (read-only report) → propose (show changes one at a time) → execute (apply approved changes only).