autoresearch

@eshaank

Runs a Karpathy-style autonomous self-improvement loop on a target skill's evals, making one targeted edit per iteration and committing on improvement. Use when the user asks to auto-improve a skill, run a self-improvement loop, optimize a skill overnight, or make a skill pass its evals autonomously. Also use when the user says "autoresearch", "auto-research", or "self-improve" in the context of skills. Does not trigger for manual skill editing (edit the skill directly).