Skill Tuner

Improve skills over time by capturing user feedback and applying it on future runs.

When to Capture

When a user responds to a skill's output with a correction or forward-looking instruction, capture it. Look for phrases like:

• "Always...", "Never...", "From now on...", "Next time...", "Remember to..."
• "Don't include...", "Make it shorter", "Use bullet points", "Only show..."
• "Perfect, always do it like that"

Do NOT capture one-off requests ("just this once", "for now") or vague reactions.

How to Capture

1. Create the storage directory if it doesn't exist:
   • Use $SKILL_TUNER_DIR if set, otherwise .skill-tuner/ in the project root.
   • Add it to .gitignore if not already there.
2. Read {storage-dir}/{skill-name}.md if it exists.