shaozhengmao

shaozhengmao / skill-quality-checker

Public

skills 质量检测工具——对已安装的 skills 进行自动化质量评估

skills
19
2
100% credibility
Found Mar 15, 2026 at 19 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

A tool that scans your AI assistant's installed skills, rates them across five quality dimensions, and provides detailed reports with improvement advice.

How It Works

1
🔍 Discover the Skill Checker

You hear about a handy tool that checks how good your AI assistant's skills are and gives helpful scores.

2
📥 Get the Tool

Download the simple checker files to your computer—no extra setups needed.

3
📁 Point to Your Skills

Show the tool where your AI skills are saved on your computer.

4
Choose Your Scan
👥
Scan All Skills

Review every skill you have for a full overview.

🎯
Check One Skill

Focus on a single skill to get detailed feedback fast.

5
✨ Run the Quality Check

Hit go, and the tool quickly analyzes everything, feeling like a smart review session.

6
📊 See Your Report

Get a clear report with star ratings, scores, and friendly tips on improvements.

⭐ Boost Your Skills

Use the suggestions to make your AI skills better and more reliable—success!

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Star Growth

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AI-Generated Review

What is skill-quality-checker?

This Python CLI tool automates quality checks on installed Claude skills, scanning directories like ~/.claude/skills/ for a five-dimension score: problem-solution match, completeness, robustness, description accuracy, and token efficiency. Run one command to evaluate all skills github claude or a single one, getting Markdown or JSON reports with ratings, star levels, and targeted improvement tips. Zero dependencies means instant setup using just standard Python.

Why is it gaining traction?

It delivers actionable reports with tables summarizing scores across skills github ai or skills github anthropic projects, far beyond simple syntax checks—think fallback coverage and token waste flags. The one-click full-directory scan and heuristic rules for skills builder skills save hours versus manual audits. Developers grab it for quick baselines on skills future skills or dbt skills skills prototypes.

Who should use this?

Claude skills maintainers auditing skills github copilot extensions or skills github claude code. Teams iterating on skills skills examples for training or resumes, needing fast checks on error handling and descriptions. Builders of skills github agent tools who want routine quality gates without setup hassle.

Verdict

Solid docs and zero-friction CLI make it usable now, despite 19 stars and 1.0% credibility score signaling early maturity—no tests or broad adoption yet. Try it for personal skills github awesome lists or soft skills skills definition audits; hold off for mission-critical pipelines.

(178 words)

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