Autoresearch: Autonomous Iterative Experimentation An autonomous experimentation loop for any programming task. You define the goal and how to measure it; the agent iterates autonomously -- modifying code, running experiments, measuring results, and keeping or discarding changes -- until interrupted. This skill is inspired by Karpathy's autoresearch, generalized from ML training to any programming task with a measurable outcome . --- Agent Behavior Rules 1. DO guide the user through the Setup phase interactively before starting the loop. 2. DO establish a baseline measurement before making an…