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.