codebase-intel

Stop AI coding disasters before they cost you weeks. Real-time anti-pattern detection for vibe coders who love AI tools but need a safety net to avoid expensive overengineering traps.

Automatic, contextual awareness of your codebase for LLM coding buddies. Gives coding agents a mental map of your codebase with progressive disclosure, like foldable code sections in an IDE, but for LLMs. Helps keep context window clean and bloat free!

Builds and maintains a knowledge graph of code entities, relationships, and Git history using Kuzu database to provide codebase analysis, context-aware code generation, pattern detection, and Arduino-specific hardware analysis including pin configurations and memory usage estimation.