Does it automatically fix my Claude skills?

No, it identifies specific violations and provides actionable, step-by-step recommendations for you to implement to improve the skill's performance.

What references does this skill use for its review?

It utilizes the official Agent Skills specification, progressive disclosure principles, and Anthropic's core reference skills to calibrate its recommendations.

What does the Skill Quality Reviewer do?

It provides a comprehensive auditing framework for Claude Code skills, checking them for structural integrity, specification compliance, and optimal triggering patterns.

Why is trigger analysis important for Claude skills?

Triggers determine when Claude decides to activate a skill; accurate trigger descriptions prevent unnecessary token usage and ensure the skill is available exactly when the user needs it.

Skill Quality Reviewer

Name: Skill Quality Reviewer
Author: base44

bybase44

•

开发者工具

Analyzes Claude Code skills for specification compliance, optimal length, and effective trigger patterns.

The Skill Quality Reviewer is a specialized utility designed to audit and optimize Claude Code skills by benchmarking them against official best practices. It automates the validation of directory structures and YAML frontmatter while providing deep qualitative analysis of intent scope, progressive disclosure, and triggering mechanisms to ensure skills are both performant and reliable.

主要功能

01Automated validation of SKILL.md structure and YAML frontmatter compliance

02Trigger pattern evaluation to ensure accurate and timely model activation

03Analysis of intent scope to prevent over-broad or inefficient skill definitions

04Benchmarking against Anthropic's high-quality reference skill patterns

0567 GitHub stars

06Detailed recommendations for optimizing token usage and progressive disclosure

使用场景

01Ensuring large skill libraries maintain a consistent structure and documentation standard

02Refining skills that trigger inconsistently or exhibit 'skill bloat'

03Auditing newly developed Claude skills before deployment or publication

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add base44/skills review-skills

For use in Claude.ai and ChatGPT

Download Skill