Skill 6: AutoResearch（自主研究循环）

Source: https://x.com/karpathy/status/2030371219518931079 "Autoresearch project — agent self-iterates training code" — 28k likes

Core Principle

You change the prompt. The agent changes everything else.

The loop: agent reads current state → runs experiment → analyzes results → proposes next iteration → you approve the prompt change → repeat.

You stay in the hypothesis space. Agent stays in the implementation + execution space.

The AutoResearch Architecture