Event ·Multi-source

OpenAI Codex Code Review 新规则:AGENTS.md 让审查召回率从 58% 跃至 98%

OpenAI 为 Codex Code Review 推出 AGENTS.md 规则文件,允许团队将隐性审查知识写入仓库。在测试集上,带规则的审查找到了 98% 的目标问题,远超无规则时的 58.3%,提升来自为模型补上“该看什么”的上下文。规则需聚焦于如兼容性、数据边界等难以用 linter 捕捉的判断类问题,并给出安全替代方案。OpenAI 建议用三元测试(一个应触发规则、一个安全反例、一个无关改动)来快速验证规则质量。

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OpenAI 给 Codex Code Review 加了 AGENTS.md 规则,能抓住 diff 看不出的破坏性改动,评测召回率从 58% 提到 98%

11 sources81° AI heatLast updated 2026/7/22 01:35:24

Evidence

11 sources
Related source 1@OpenAIDevs
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Related source 2arXiv: OpenAI
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Related source 6向阳乔木
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Related source 7歸藏(guizang.ai)
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Related source 8@koltregaskes
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Related source 9OpenAI Blog
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Conflict check

Dedup data only shows that these sources discuss the same event, not that they agree. There is no structured supporting or refuting evidence yet, so no conflict is inferred automatically.