CKB

关于

CKB, the Code Knowledge Backend, bridges the gap between complex codebases and AI assistants, transforming how developers interact with their projects. It provides AI with semantic navigation capabilities, moving beyond simple text searches to understand code structure, ownership, and interdependencies. By analyzing code, git history, and various development artifacts, CKB enables AI to perform impact analysis, map architecture, detect dead code, and offer informed refactoring advice, all while carefully managing context to optimize for LLM capabilities. This system acts as an intelligent librarian for your code, offering precise, relevant insights without ever modifying the codebase itself.

主要功能

• Ownership Intelligence and Code Hotspot Detection
• Automated Architecture Mapping and Module Dependency Graphs
• Semantic Symbol Navigation and Call Flow Tracing
• Dead Code Detection using Usage Analysis and Telemetry
• Comprehensive Impact Analysis with Risk Scoring
• 18 GitHub stars

使用案例

• Enhancing AI assistants (e.g., Claude, Cursor) with a deep, semantic understanding of codebases.
• Generating architectural maps and understanding module responsibilities and ownership within a codebase.
• Performing rapid and accurate impact analysis for refactoring or major code changes.