learn-codebase

To analyze source code for pattern implementations, the Skill reads actual code in GitHub or local repos to answer focused questions about programming patterns and internal practices. It shallow-clones repositories and caches private repos locally for quick access and targeted analysis.

Learning internal codebase conventions requires a direct approach that examines actual source code to identify specific patterns and interworking of dependencies. The Skill navigates repository complexities with minimal time spent on unrelated parts of the codebase.

Yes, you can analyze private GitHub repositories. The Skill operates within constraints for repositories under ~/dev and uses a local ~/.learn-codebase cache, shallow-cloning and caching private repos to provide quick access for source code analysis.

To check how a framework or state management library is implemented, you ask the Skill to explain the pattern implementation within a specific repository. It directly reads the actual source code to show how the system is used and connected.

Source code analysis works with local repositories. The Skill is designed to read actual source code in any GitHub or local repo, allowing you to query internal practices and dependency integrations directly from your local development environment.

A limitation when analyzing large codebases is that the Skill focuses on specific, focused questions rather than broad overviews. It uses shallow-cloning and caching to navigate repository complexities quickly, minimizing time spent on the rest of the repository.