Vercel ChangelogJan 27, 2026, 1:00 PMJude Gaoimportant 78

Vercel 評估指出:使用 AGENTS.md 定義 Agent 表現優於傳統的「技能 (Skills)」設定

Original: AGENTS.md outperforms skills in our agent evals

In its latest technical blog post, Vercel shared a significant finding regarding AI Agent architecture: in their Agent Evaluations (Agent…

Vercel 在最新的 Agent 評估中發現,使用 `AGENTS.md` 這種基於 Markdown 的宣告式文件來定義 AI Agent 的角色與指令,其成效顯著優於傳統為 Agent 綁定特定「技能(Skills/Tools)」的作法。這項發現將簡化開發者構建多 Agent 系統的流程,並提升 LLM 在複雜任務中的執行準確度與對齊表現,代表著 Agent 開發範式正朝向「文件驅動」轉移。

In its latest technical blog post, Vercel shared a significant finding regarding AI Agent architecture: in their Agent Evaluations (Agent Evals), using a declarative `AGENTS.md` Markdown file to define an Agent's behavior and architecture outperformed the traditional design pattern based on "Skills" or complex tool-calling.

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