skill-evolution

SKILL.md

Enables skills to automatically improve based on usage patterns, user edits, and success rates. Provides version control with safe rollback capability.

| addpagination | User adds pagination to API responses | limit.offset, cursor.pagination | | addratelimiting | User adds rate limiting | rate.?limit, throttl | | adderrorhandling | User adds try/catch blocks | try.catch, except | | addtypes | User adds TypeScript/Python types | interface\s, Optional |

| addvalidation | User adds input validation | validate, Pydantic, Zod | | addlogging | User adds logging/observability | logger\., console.log | | removecomments | User removes generated comments | Pattern removal detection | | addauthcheck | User adds authentication checks | @auth, @requireauth |

Analyze, evolve, and rollback skills based on usage patterns. Use when evolving skills, improving skill definitions, updating skill content. Source: yonatangross/orchestkit.

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