Agent: Claude Code, Codex CLILLM: Claude 3.5, GPT-4#agent-os#ai-agent#mcp#specification-first#workflow
Ouroboros is a local-first Agent OS that wraps AI coding agents (Claude Code, Codex CLI, OpenCode) in a structured spec-first loop: interview, crystallize, execute, evaluate, evolve. It replaces vague prompting with immutable seed specs and automated 3-stage evaluation gates, making AI coding deterministic and replayable.