Ouroboros is a local-first Agent OS that replaces ad-hoc prompting with structured specification-first workflows for AI coding agents. It provides a runtime layer that makes non-deterministic agent execution replayable, observable, and policy-bound. The system orchestrates multiple AI coding tools including Claude Code, Codex CLI, OpenCode, and Hermes through an interview, crystallize, execute, evaluate, and evolve loop.