Analyze skill effectiveness across sessions. Computes per-skill metrics (action rate, friction, outcomes), identifies degrading skills, and generates improvement recommendations. Requires session-scan data in metrics.…
---
name: skill-monitor
description: Analyze skill effectiveness across sessions. Computes per-skill metrics (action rate, friction, outcomes), identifies degrading skills, and generates improvement recommendations. Requires session-scan data in metrics.jsonl.
argument-hint: "[--skill NAME] [--improve] [--window 7d|30d|all]"
disable-model-invocation: true
---
# Skill Monitor
Closed-loop skill effectiveness monitoring. Reads session metrics,
computes per-skill signals, identifies what's working and what needs
improvement.
Inspired by the deploy-monitor-evaluate-improve feedback loop:
skills get better over time instead of staying static.
## Requirements
Requires `.claude/session-metrics/metrics.jsonl` from `/session-scan`.
If no data: suggest running `/session-scan` first.
## Usage
```
/skill-monitor # Dashboard: all skills… install to load the full skill