Autonomous goal-directed iteration loop for Claude Code, Codex CLI, and OpenCode. Modify, verify, keep, discard, repeat. Inspired by Karpathy's autoresearch.

Reusable Codex plugin and CLI for autonomous scratchwork iteration loops

Autonomous Goal-directed Iteration for Claude Code. Inspired by Karpathy's autoresearch. 9 modes: loop, plan, debug, fix, security, ship, scenario, predict, learn.

Self-evolving autonomous loops for Claude Code. A Stop-hook engine that iterates an agent toward a verifiable goal — evolving brief, metadata-only lesson catalog, frozen constitution, human-gated checkpoints, and a context-rot safety valve. Two bundled skills for operating and designing loops.