Conducts multi-layered codebase exploration and deep semantic analysis using specialized AI agents.
This skill leverages a sophisticated two-tier approach to navigate complex codebases, utilizing the specialized 'Shiro' agent for rapid file and directory discovery and the 'Masumi' agent for intensive semantic analysis. It streamlines the developer workflow by mapping dependencies, locating specific logic, and searching through documentation, making it an essential tool for onboarding to new projects, refactoring legacy code, or debugging cross-file issues. By combining the speed of Haiku for indexing and the reasoning power of Sonnet for analysis, it provides a comprehensive map of any repository.
Key Features
01Deep code content analysis and semantic logic discovery
02Two-tier search strategy utilizing Haiku for speed and Sonnet for depth
03Integrated documentation and related file exploration
04Comprehensive dependency tracking across the entire codebase
05Automated file name pattern matching and directory structure analysis
066 GitHub stars
Use Cases
01Locating specific function implementations or logic patterns in large, unfamiliar repositories
02Rapidly mapping out the architecture and module relationships of a new project
03Tracing complex dependencies and performing impact analysis before major refactors
