skill-reviewer
GitHubskill-reviewer用于发现Claude Code技能的具体改进机会。通过内容增强、可用性提升、集成优化和效率改进四项操作，专注于 actionable 的增强建议，与review-multi互补，适用于持续迭代和技能优化。
Trigger Scenarios
Install
npx skills add NeverSight/learn-skills.dev --skill skill-reviewer -g -y
SKILL.md
Frontmatter
{
"name": "skill-reviewer",
"description": "Identify improvement opportunities in Claude Code skills through targeted review operations. Complements review-multi by focusing on actionable improvements rather than scoring. Use when seeking specific improvements, conducting improvement-focused reviews, or identifying enhancement opportunities for existing skills.",
"allowed-tools": "Read, Write, Edit, Glob, Grep, Bash, WebSearch, WebFetch"
}
Skill Reviewer
Overview
skill-reviewer identifies specific, actionable improvements for Claude Code skills. While review-multi provides comprehensive scoring (1-5), skill-reviewer focuses on finding and documenting improvement opportunities.
Purpose: Improvement discovery for existing skills
Integration with review-multi:
- review-multi: Comprehensive scoring, production readiness
- skill-reviewer: Improvement hunting, enhancement focus
- Use together: review-multi scores, skill-reviewer improves
The 4 Review Operations:
- Content Enhancement Review - Find content that could be clearer, more complete, better examples
- Usability Improvement Review - Identify user experience enhancements
- Integration Opportunity Review - Find integration and composition opportunities
- Efficiency Improvement Review - Identify ways to make skill more efficient
When to Use
- Finding improvements for good skills (score 4-5 but could be better)
- Post-deployment enhancement planning
- Continuous improvement iterations
- User feedback incorporation
- Periodic skill refreshes
Operations
Operation 1: Content Enhancement Review
Focus: Better examples, clearer explanations, additional scenarios
Process:
- Review examples - could any be more concrete/helpful?
- Check explanations - any unclear sections?
- Review scenarios - missing important use cases?
- Check completeness - any gaps?
Output: List of content improvements with priorities
Operation 2: Usability Improvement Review
Focus: Easier to use, faster to learn, more effective
Process:
- Test actual usage - where's friction?
- Check learning curve - could it be easier?
- Review navigation - could it be clearer?
- Check Quick Reference - could it be more helpful?
Output: UX improvement opportunities
Operation 3: Integration Opportunity Review
Focus: Better integration with other skills, new composition possibilities
Process:
- Review skill dependencies - could integration be smoother?
- Check for workflow opportunities - could this compose with others?
- Look for synergies - which skills work well together?
- Identify gaps - what's missing for good integration?
Output: Integration enhancement opportunities
Operation 4: Efficiency Improvement Review
Focus: Faster to use, better automation, reduced effort
Process:
- Check for automation opportunities
- Review process efficiency - any unnecessary steps?
- Look for shortcuts - quick paths for common cases?
- Check token efficiency - context optimization possible?
Output: Efficiency improvement opportunities
Quick Reference
| Operation | Focus | Output |
|---|---|---|
| Content Enhancement | Examples, clarity, scenarios | Content improvements |
| Usability Improvement | UX, learning curve, friction | UX enhancements |
| Integration Opportunity | Composition, synergies | Integration ideas |
| Efficiency Improvement | Automation, speed | Efficiency gains |
Use with: review-multi (scoring) + skill-reviewer (improvements) + skill-updater (apply changes)
skill-reviewer finds improvement opportunities to make good skills even better.
Version History
- e0220ca Current 2026-07-05 23:13
