Hey Product Hunt! I built Skilly because I kept seeing the same problem: AI coding agents can write code quickly, but they often don't know what a large repository already contains. Skilly takes a different approach instead of asking an LLM to understand the codebase, it analyzes the code deterministically and builds the map for it. You get: * A complete capability catalog in `skills.md` * An interactive knowledge graph * Architecture health and circular dependency detection * Machine-readable graph data * Automatic context injection for major AI coding assistants And the whole analysis is LLM-free. I'd especially love feedback from developers working with large repositories and AI coding agents: **what do you wish your coding agent understood about your codebase before it started making changes?**

Skilly AI

Developer Tools · Open Source · Artificial Intelligence

Developer Tools · Open Source · Artificial Intelligence