迭代困难问题

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难度：高级

适用场景：Problems where each iteration can be scored, but the best result usually takes many passes Tasks with visual or subjective outputs that need both deterministic checks and an LLM-as-a-judge score Long-running Codex sessions where you want progress tracked clearly instead of relying on context

启动提示

I have a difficult task in this workspace and I want you to run it as an eval-driven improvement loop. Before changing anything:

• Read AGENTS.md.
• Find the script or command that scores the current output. Iteration loop:
• Make one focused improvement at a time.
• Re-run the eval command after each meaningful change.
• Log the scores and what changed.
• Inspect generated artifacts directly. If the output is visual, use view_image.
• Keep going until both the overall score and the...