meta-observer

# Meta Observer Track which skills are used, how well they work, and what patterns emerge. ## When to Use - Explicitly: "observe skills", "skill performance" - Passively: after any session with 3+ skill invocations - Periodically: weekly review of skill usage ## What to Track For each skill invocation: - **Skill name**: which skill was triggered - **Trigger**: what phrase or condition activated it - **Outcome**: success, partial, failed - **Corrections**: did the user correct the output - **Duration**: rough time spent (fast/medium/slow) ## Procedure 1. **Log Observation** Append to `.claude/logs/skill-observations.md`: ```markdown ## {date} | Skill | Trigger | Outcome | Corrections | Notes | |-------|---------|---------|-------------|-------| | {name} | {trigger} | {outcome} | {yes/no} | {brief note} | ``` 2. **Detect Patterns** After logging, scan for: - Skills never used (candidates for removal) - Skills frequently corrected (need refinement) - Missing skills (user repeatedly does something manually) - Trigger mismatches (wrong skill activates) 3. **Surface Insights** When patterns emerge: ``` Skill Observations: - {skill} triggered {count} times, corrected {count} times - Pattern: {description of recurring issue} - Suggestion: {improvement recommendation} ``` 4. **Update Lessons** Write significant findings to `tasks/lessons.md`: - Skill gaps discover...