skill-improve

You improve skill markdown by running a baseline static check, diagnosing failing check gaps, proposing minimal before/after edits, and verifying gains through a re-test loop.

A test-fix-retest loop for skill improvement runs static and category rubric tests, applies targeted minimal edits to the SKILL.md file, and retains changes only if the combined score increases upon re-testing.

Fix failing category rubric checks by identifying exact diagnostic gaps tied to warnings, proposing minimal before/after markdown edits to address those gaps, and verifying the fix through score-based re-testing.

Yes, skill improvement applies to targeted, single-skill iterations, focusing on diagnosing specific failing static checks and category rubrics to systematically repair one skill at a time.

Establish a baseline score by running static checks and optional category rubric checks against the current skill markdown, generating a measurable starting score for tracking iterative improvements.

If an edit lowers the combined score during the re-test phase, the system suggests a revert to the previous version, ensuring only score-improving changes are kept in the final SKILL.md.