Skill Evolution

Framework for treating skills as living entities that evolve based on execution feedback. Inspired by HKUDS/OpenSpace's self-evolving skill engine.

How to use

• /skill-evolution Review all skills for evolution candidates based on recent execution patterns.

• /skill-evolution <skill-name> Analyze a specific skill's health metrics and propose evolution if needed.

When to use

• A skill consistently fails or produces poor results
• After significant codebase or tool changes that may degrade existing skills
• During periodic maintenance (weekly recommended)
• When the autoresearch loop identifies a skill as underperforming