ccg-rag

What problem does it solve?

Navigating large or unfamiliar codebases to find specific functionalities or related patterns can be time-consuming and inefficient. This Skill provides intelligent, semantic search capabilities to quickly understand code and documentation, saving developers valuable time.

Core Features & Use Cases

• Semantic Code Search: Find code by describing its functionality (e.g., "authentication middleware"), not just keywords, for more relevant results.
• Pattern Search: Discover similar code implementations across your codebase (e.g., "functions similar to validateUser"), promoting consistency and reuse.
• Documentation Search: Retrieve relevant documentation (e.g., "API documentation for payments") using natural language queries, centralizing knowledge access.
• Knowledge Graph: Understand function call relationships, import/export dependencies, and type hierarchies, providing a deeper insight into codebase structure.
• Use Case: Imagine joining a new project and needing to quickly understand the authentication flow. Use CCG-RAG to semantically query "user authentication login session" and instantly get relevant code files and documentation, saving days of manual exploration and onboarding time.

Quick Start

Find all code related to user authentication using CCG-RAG.