aptratcn-skill-health-monitor（aptratcn 技能健康监测）

Skill Health Monitor

Automated health checks for your agent skill collection

Purpose

Audit, score, and maintain the health of your AI agent skills. Catch rotting skills, missing files, broken triggers, and outdated content before they cause silent failures.

When to Use

• "check skill health", "audit my skills", "skill inventory"
• Periodic maintenance (weekly/monthly)
• Before adding new skills to a collection
• When agents start behaving unexpectedly

Health Score Dimensions (0-100 each)

1. Structure (25%)

• [ ] Has SKILL.md or equivalent config file
• [ ] Has README.md with usage instructions
• [ ] File structure follows agent skill conventions
• [ ] No orphaned or dangling file references

2. Content (25%)

• [ ] Description is clear and specific (not vague)
• [ ] Trigger words/phrases are defined
• [ ] Examples are provided
• [ ] Edge cases and failure modes documented

3. Activity (20%)

• [ ] Updated within last 30 days
• [ ] Commit history shows maintenance
• [ ] Issues/PRs are addressed
• [ ] Dependencies are current

4. Compatibility (15%)

• [ ] Works with current agent framework version
• [ ] No deprecated API usage
• [ ] Cross-platform tested (if applicable)
• [ ] Dependencies listed and version-pinned

5. Discoverability (15%)

• [ ] Has relevant topics/tags
• [ ] Description contains searchable keywords
• [ ] Listed in skill directories
• [ ] README has quick-start section

Health Rating

Audit Commands

# Check single skill directory
check-skill-health ./path/to/skill

# Scan entire skill collection
scan-skills ./skills/ --report=health-report.md

# Compare health over time
skill-health diff --baseline=health-report-2026-03.md --current=health-report-2026-04.md

Quick Audit Checklist

Run this on each skill:

1. cat SKILL.md — Does it exist? Is the description clear?
2. grep -r "TODO\|FIXME\|HACK" — Any technical debt markers?
3. git log --since="30 days ago" --oneline — Any recent activity?
4. grep -i "trigger\|when to use\|example" SKILL.md — Are triggers and examples defined?
5. Check for hard-coded paths, URLs, or deprecated tool names

Report Format

## Skill Health Report — 2026-04-22

### Summary
- Total skills: 16
- 🟢 Healthy: 8 (50%)
- 🟡 Needs Attention: 5 (31%)
- 🟠 Degrading: 2 (13%)
- 🔴 Critical: 1 (6%)
- Average score: 74/100

### Issues Found
1. **prompt-guard** (🔴 35/100) — Missing README, no trigger words
2. **evr-framework** (🟠 55/100) — SKILL.md only, no examples
3. ...

Anti-Patterns to Watch

• ❌ "Good skill" with no evidence of testing
• ❌ Skills that duplicate existing functionality
• ❌ Over-engineered skills with 50+ rules nobody follows
• ❌ Skills referencing removed or renamed tools
• ❌ Copy-pasted descriptions that don't match content

License

MIT