analyze

Analyze code quality, complexity, and patterns to generate a markdown report.

161|21|Updated Mar 26, 2026
One-click install
npx skills add https://github.com/softspark/ai-toolkit --skill analyze-softspark
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analyze
Source: https://github.com/softspark/ai-toolkit/tree/main/app/skills/analyze
Command: npx skills add https://github.com/softspark/ai-toolkit --skill analyze-softspark

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Developers often lack a quick, comprehensive view of code quality, hidden complexity, and recurring anti‑patterns, leading to technical debt and maintenance issues.

Core Features & Use Cases

  • Quality Metrics: Generates scores for overall code health, duplication, and test coverage.
  • Complexity Insights: Calculates cyclomatic complexity and highlights the most complex files.
  • Pattern Detection: Identifies common coding patterns and anti‑patterns across multiple languages.
  • Use Case: Run the skill on a new repository to obtain an immediate diagnostic report that guides refactoring priorities.

Quick Start

Ask the AI to run the analyze skill on your project directory and receive a detailed markdown code quality report.

Frequently Asked Questions about analyze

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

FAQPage Schema
How do I check code complexity and anti-patterns in a repository?

To check code complexity and anti-patterns, run an analysis on your project path to calculate cyclomatic complexity, identify recurring anti-patterns, and generate a structured markdown diagnostic report.

What code quality metrics can I generate for technical debt assessment?

Code quality metrics generated for technical debt assessment include overall code health scores, duplication rates, and test coverage insights, helping you pinpoint maintenance issues and prioritize refactoring efforts.

Can I run static code analysis without installing external dependencies?

Yes, you can run static code analysis without external dependencies by using built-in scripts that process your files with read access, calculating complexity and detecting patterns without requiring additional package installations.

Does code analysis work across multiple programming languages for pattern detection?

Code analysis works across multiple programming languages for pattern detection by scanning the specified file paths to identify common coding patterns and anti-patterns throughout the diverse codebase.

How do I get a quick diagnostic report for a new codebase?

To get a quick diagnostic report for a new codebase, execute an analysis on the directory to immediately evaluate quality and complexity, outputting a structured markdown document highlighting the most complex files.

Why should I use cyclomatic complexity analysis for refactoring priorities?

Cyclomatic complexity analysis should be used for refactoring priorities because it highlights the most complex files and hidden anti-patterns, providing a clear diagnostic report that directly guides technical debt reduction.