Can I integrate this into my development workflow?

Yes, it supports CLI commands and CI/CD patterns, allowing you to automatically fail builds if a skill's quality score falls below a specific threshold.

What is the Skill Quality Auditor?

It is a meta-skill designed to evaluate other Claude Code skills against a set of quality standards to ensure they are accurate, useful, and well-structured.

What is the difference between a Quick and Full audit?

A Quick audit performs automated structural checks like YAML validation, while a Full audit involves a deep content review and interactive scoring.

How are the quality scores calculated?

The skill uses a weighted average across four dimensions: Clarity (25%), Completeness (25%), Accuracy (30%), and Usefulness (20%).

Skill Quality Auditor

Name: Skill Quality Auditor
Author: NickCrew

byNickCrew

•

Security & Testing

Audits and validates Claude Code skills using a structured framework to ensure high standards of clarity, accuracy, and production-readiness.

The Skill Quality Auditor is a specialized meta-skill designed to maintain excellence within your Claude Code skill library. It provides a systematic framework to evaluate skills across four core dimensions: Clarity, Completeness, Accuracy, and Usefulness. By using structured rubrics and a weighted scoring system, it helps developers identify critical issues, improve documentation, and verify code examples. Whether you are performing a quick structural check or a comprehensive interactive review, this skill ensures that every capability added to your registry is safe, consistent, and ready for real-world application.

Key Features

017 GitHub stars

02Seamless CI/CD integration for automated quality gating

03Comprehensive audit report generation with actionable recommendations

04Support for quick, full, and interactive audit modes

05Automated YAML frontmatter and structure validation

06Four-dimension weighted scoring framework (Clarity, Completeness, Accuracy, Usefulness)

Use Cases

01Reviewing new skills before adding them to a shared team registry

02Standardizing documentation and code quality across a skill library

03Automating quality checks within GitHub Actions for skill development

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nickcrew/claude-cortex quality-audit

For use in Claude.ai and ChatGPT

Download Skill