What does the Code Analyzer skill do?

It uses specialized AI agents to explain code logic, map complex dependencies, and identify hidden security or performance issues within your project.

Is it suitable for large, complex repositories?

Absolutely. It utilizes a context-loader agent and dependency mapping to understand system-level relationships and architectural patterns across large codebases.

Can it help with automated security audits?

Yes, it includes a dedicated security-analyzer subagent designed to identify vulnerabilities, authentication issues, and input validation risks.

How do I trigger a code analysis in Claude Code?

You can activate it by asking Claude natural language questions like 'explain this file to me', 'analyze the security of this module', or 'what does this code do?'

Comprehensive Code Analyzer

Name: Comprehensive Code Analyzer
Author: Uniswap

byUniswap

•

Security & Testing

Performs multi-agent analysis of source code to provide deep insights into architecture, security vulnerabilities, and performance bottlenecks.

The Code Analyzer skill is a sophisticated diagnostic tool for Claude Code that orchestrates specialized AI subagents to provide a holistic understanding of complex codebases. By coordinating between code explainers, security auditors, and performance analysts, this skill goes beyond simple summaries to offer architectural pattern recognition, dependency mapping, and actionable risk assessments. It is an essential utility for developers onboarding to unfamiliar projects, conducting thorough pre-pull-request reviews, or auditing mission-critical modules for maintainability and safety.

Key Features

01Automated risk assessment for vulnerabilities and technical debt

02Architectural pattern recognition and dependency mapping

03Actionable improvement suggestions and refactoring recommendations

0413 GitHub stars

05Multi-agent coordination for specialized security and performance audits

06Configurable analysis depth ranging from quick overviews to system-level deep dives

Use Cases

01Auditing specific modules for security flaws and performance bottlenecks before production deployment

02Onboarding to a complex or unfamiliar codebase by requesting structural and logic overviews

03Analyzing existing code architecture to identify design patterns and ensure compliance with SOLID principles

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add uniswap/ai-toolkit analyze-code

For use in Claude.ai and ChatGPT

Download Skill