zero-dependency

SigMap is a deterministic grounding layer for AI code work. It generates a signature-and-evidence map, helps pick relevant files, validates coverage, and judges whether an AI answer is grounded in the repo.

Sentinel is a local, zero-dependency codebase scanner that maps a repository into AI-ready context, health scores, risk hotspots, entry points, and prompts for coding agents.