skill-analysis

Evaluate Claude Code skills for recall and effectiveness.

Updated Apr 7, 2026

Search Tags:#Claude Code #skill improvement #skill evolution #skill analysis #AI skill evaluation

Ready to run

npx skills add https://github.com/io-wy/Coding-Vibe-Global --skill skill-analysis

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: skill-analysis
Source: https://github.com/io-wy/Coding-Vibe-Global/tree/main/skills/skill-analysis
Command: npx skills add https://github.com/io-wy/Coding-Vibe-Global --skill skill-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a comprehensive framework for analyzing and improving the effectiveness and recall of Claude Code skills.

Core Features & Use Cases

Skill Analysis: Evaluate the recall and effectiveness of skills using structured scoring and analysis.
Skill Evolution: Guide the iterative improvement of skills through collaborative cycles of analysis, user discussion, and improvement.
Batch Analysis: Analyze multiple skills simultaneously to identify and address common issues.

Quick Start

Analyze the 'skill-analysis' skill to evaluate its recall and effectiveness.

Frequently Asked Questions about skill-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I evaluate the effectiveness and recall of Claude Code skills?▼

Evaluate Claude Code skills by analyzing descriptions, content, and structure using structured scoring. This identifies recall issues and measures overall effectiveness to guide improvements.

What is the best way to iteratively improve AI skill evaluation?▼

Iteratively improve AI skill evaluation through collaborative evolution cycles. This framework guides repeated analysis, user discussion, and targeted improvements to enhance skill recall.

Can I analyze multiple Claude Code skills at the same time?▼

Yes, you can analyze multiple Claude Code skills simultaneously using batch analysis. This identifies common issues across skills and addresses them collectively to streamline improvements.

How do I identify issues in skill descriptions and content?▼

Identify issues in skill descriptions and content by running a comprehensive analysis framework. It evaluates structural flaws and recall failures, providing structured feedback for collaborative evolution.

When should I use skill analysis for my AI skills?▼

Use skill analysis when your AI skills suffer from low recall or poor effectiveness. It provides structured scoring to pinpoint structural and content issues, supporting iterative improvement cycles.