Deep Code Analysis

关于

This skill empowers developers to master unfamiliar codebases by providing an automated, deep-dive investigation agent. By leveraging semantic search rather than simple text matching, it can answer complex questions about how features work, map out architectural relationships, and trace data flow across multiple files. It is particularly useful for onboarding to new projects, debugging intricate logic, and identifying high-level design patterns without manually sifting through thousands of lines of code, ensuring a thorough understanding of a system's structure and dependencies.

主要功能

• High-level architectural mapping and dependency visualization
• Comprehensive reporting on code logic, entry points, and best practices
• Semantic codebase search and pattern matching using claudemem
• Automated multi-file data flow and control flow tracing
• Detailed implementation discovery with exact file and line references
• 173 GitHub stars

使用场景

• Onboarding to a large or unfamiliar codebase to understand how specific features are implemented
• Tracing data flow across multiple components to debug complex logical errors or 'undefined' values
• Analyzing system architecture and identifying existing design patterns before starting a refactor