The repository provides a Codex skill that enables autonomous goal-driven experimentation. Users specify what they want to improve, and the system uses Codex to modify code, run verification commands, decide whether to keep or discard changes, and repeat the loop indefinitely. It supports mechanical verification of any command-defined metric including test coverage, type errors, latency, lint warnings, and security findings.