Zouroboros Autoloop Autonomous single-metric optimization loop. Reads a spec, creates a git branch, and loops: propose change → commit → run experiment → measure metric → keep improvements, revert regressions. Inspired by Andrej Karpathy's concept. Quick Start Usage - — Path to your program.md specification (required) - — Shell command that reads a prompt from stdin and outputs a response - OpenClaw: - Claude Code: - Any LLM CLI that reads stdin - — Resume from an existing autoloop branch - — Validate program.md without running MCP Server Autoloop includes an MCP server for tool-based integra…