Skill Generator

When to Use

• User explains same process 2+ times
• User says "remember this", "save workflow"
• You notice reusable pattern
• Detailed step-by-step methodology provided

Detection Signals

1. Repetition (2+ similar requests)
2. Detailed instructions
3. Explicit: "make this a skill"
4. API/docs pattern

Auto-Learning Process

Track Pattern

npm run learn:track
# or
npm run learn:record "what asked" "how to do it"

Threshold → Auto-Generate

After 2 occurrences: .claude/skills/auto-[intent]-[id]/SKILL.md

Generated Format

Official Anthropic format:

• YAML: name + description only
• Gerund-form naming
• Under 500 lines
• Progressive disclosure