Does this skill automatically update my code?

No, skill-reviewer identifies and documents improvement opportunities. You can then use those insights to manually update the skill or use a tool like skill-updater to apply the changes.

How does skill-reviewer differ from review-multi?

While review-multi provides comprehensive scoring (1-5) to judge production readiness, skill-reviewer focuses exclusively on identifying specific, actionable improvements to make the skill better.

What are the four main review operations?

The skill focuses on Content Enhancement (clarity), Usability (UX), Integration (composition), and Efficiency (speed and automation).

Can I use this for any Claude Code skill?

Yes, skill-reviewer is domain-agnostic and can be used to audit and improve any Claude Code skill by analyzing its documentation, logic, and integration patterns.

Skill Quality Reviewer

Name: Skill Quality Reviewer
Author: adaptationio

byadaptationio

0•

Productivity & Workflow

Identifies actionable improvement opportunities to enhance the quality, usability, and efficiency of Claude Code skills.

The Skill Quality Reviewer is a specialized auditing tool designed to refine and mature Claude Code skills by identifying specific, actionable enhancements. Unlike generic scoring tools, this skill focuses on deep-dive reviews across four critical dimensions: content clarity, usability, integration potential, and operational efficiency. It helps developers transform functional skills into production-grade tools by pinpointing friction points in user experience, identifying gaps in documentation examples, and uncovering opportunities for better cross-skill composition. It is the essential companion for any developer looking to move beyond basic implementation toward optimized, high-performance AI automation.

Key Features

01Prioritized improvement lists focused on actionable development tasks

02Usability Improvement Audits to identify and reduce user friction

03Targeted Content Enhancement Review for clearer explanations and examples

04Efficiency Optimization to improve automation speed and token usage

050 GitHub stars

06Integration Opportunity Mapping for better skill-to-skill composition

Use Cases

01Conducting periodic maintenance and refreshes of skill libraries

02Polishing existing skills to move from a basic prototype to production-ready status

03Optimizing multi-skill workflows to ensure seamless integration and efficiency

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add adaptationio/skrillz skill-reviewer

For use in Claude.ai and ChatGPT

Download Skill