Skill Evolution — Self-Improving Skills

Analyzes CC Commander's knowledge base and session history to propose concrete improvements to SKILL.md files.

How It Works

1. Scan knowledge base — Read ~/.claude/commander/knowledge/*.json for patterns
2. Identify corrections — Find sessions where approach A failed but approach B succeeded
3. Match to skills — Map error/success patterns to relevant SKILL.md files
4. Propose changes — Generate specific edits (add gotchas, update examples, flag anti-patterns)
5. User approval — Present changes via AskUserQuestion before applying

Trigger Conditions

Run skill evolution when:

• Knowledge base has 10+ lessons
• A skill was involved in 3+ failed sessions
• A new pattern was discovered that contradicts skill guidance