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

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

Reusable Codex plugin and CLI for autonomous scratchwork iteration loops

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.