skill-analyzer

Audit codebases to identify missing Claude Skills and generate prioritized recommendations.

3|Updated Nov 20, 2025
One-click install
npx skills add https://github.com/KyleKing/vcr-tui --skill skill-analyzer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-analyzer
Source: https://github.com/KyleKing/vcr-tui/tree/main/.claude/skills/skill-analyzer
Command: npx skills add https://github.com/KyleKing/vcr-tui --skill skill-analyzer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It's hard to know which specific knowledge areas would most benefit from being documented as Claude Skills. This skill automatically audits your codebase, identifies knowledge gaps, and recommends high-value skills to create, ensuring your AI assistant is always equipped with the most relevant expertise.

Core Features & Use Cases

  • Automated Codebase Audit: Detect frameworks, tools, and recurring patterns within your project through dependency and file analysis.
  • Knowledge Gap Identification: Compare your project's needs against existing skills to pinpoint areas lacking AI guidance.
  • Prioritized Skill Recommendations: Receive a structured report with high, medium, and low-priority suggestions for new skills, complete with justifications and expected value.
  • Use Case: You've just joined a new project and want to quickly onboard Claude with project-specific knowledge. Use skill-analyzer to scan the repository and generate a list of recommended skills for the project's unique tech stack and conventions.

Quick Start

Analyze this project and recommend what Claude Skills I should create, prioritizing by impact.

Frequently Asked Questions about skill-analyzer

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

FAQPage Schema
How do I identify missing skills in my codebase?

Skill-analyzer automatically audits your codebase by scanning dependencies, frameworks, and patterns to detect knowledge gaps. It compares your project's tech stack against existing skills and generates a prioritized list of missing areas where Claude would benefit from documented expertise.

Can I use codebase analysis to recommend skills for Python and Node projects?

Yes, skill-analyzer works with Python and Node projects, CI pipelines, and legacy repositories. It performs dependency detection and framework discovery across these environments to surface gaps specific to your project's technical requirements.

What's the best way to prioritize which skills to create for my project?

Skill-analyzer generates recommendations ranked by priority—high, medium, and low—based on detected frameworks, tools, and patterns in your codebase. Each recommendation includes justification and expected value to guide your skill development roadmap.

How does pattern recognition help detect knowledge gaps?

Pattern recognition identifies recurring practices, conventions, and technical patterns throughout your repository. By matching these patterns against available skills, the analyzer pinpoints specialized areas your project uses but lacks documented AI guidance for.

What output does the skill audit provide?

The audit delivers a structured analysis report listing recommended skills with implementation roadmaps, dependency information, framework discoveries, and gap analysis results formatted for immediate action and skill development prioritization.

Can skill-analyzer work with CI pipelines and legacy repositories?

Yes, skill-analyzer is applicable to CI pipelines and legacy repositories alongside standard projects. It audits these environments through file analysis and dependency detection to identify high-value skills regardless of codebase age or deployment context.