Does it support multilingual triggers?

Yes, it specifically audits triggers for natural language diversity and bilingual support (such as French and English) to ensure high discoverability.

Why does it suggest splitting files at 500 lines?

Keeping the SKILL.md under 500 lines ensures context efficiency, preventing Claude from becoming overwhelmed and maintaining high performance during tasks.

Can it automatically fix issues in my skill?

Yes, it offers an 'Auto-Fix Mode' with both safe, non-destructive changes and interactive suggestions for complex improvements.

How does Skill Reviewer Pro calculate the quality score?

It evaluates 11 specific dimensions including clarity, context efficiency, and trigger quality on a scale of 1 to 5 to provide a comprehensive health check.

Is it safe to use on my existing files?

Absolutely. The skill creates timestamped backups (SKILL.md.backup) before making any modifications and offers a dry-run mode for previewing changes.

Skill Reviewer Pro

Name: Skill Reviewer Pro
Author: theflysurfer

bytheflysurfer

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Developer Tools

Systematically evaluates and improves the quality of Claude Skills through automated scoring and intelligent refactoring.

Skill Reviewer Pro is a specialized development tool designed to optimize Claude Code Skills for performance, maintainability, and clarity. It performs a deep audit of your skill's SKILL.md file and resource organization against a rigorous 11-dimension rubric, covering aspects like trigger quality, context efficiency, and observability. Whether you are building complex workflows or simple utilities, this skill provides actionable refactoring plans and optional auto-fixes to ensure your AI capabilities are production-ready and stay within optimal token limits.

Key Features

01Automated refactoring suggestions for bloated SKILL.md files exceeding 500 lines

02Progressive disclosure management through intelligent reference file extraction

0311-dimension quality scoring rubric including clarity, discoverability, and actionability

04Interactive and safe auto-fix modes for common YAML syntax and path errors

05Multilingual trigger analysis and observability verification for production readiness

061 GitHub stars

Use Cases

01Standardizing YAML metadata and file structures across a shared skill marketplace

02Optimizing bloated or legacy skills that have become difficult for the AI to parse

03Auditing new skills created with skill-creator-pro before final packaging

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add theflysurfer/claude-skills-marketplace julien-skill-reviewer

For use in Claude.ai and ChatGPT

Download Skill