autoresearch

Autonomous experiment loop: modifies code, runs experiments, evaluates metrics, keeps improvements. Inspired by karpathy/autoresearch + pi-autoresearch + autoexp. Triggers: /autoresearch, "auto research", "optimize continuously", "experiment loop", "autonomous optimization".