除了工具链的开源，MiniMax 还分享了名为 Execute → e valuate → Fix 的自进化机制。这意味着这套 Skill 并不只是静态的代码，它拥有一套自动评测框架。当 AI 生成文档失败时，系统会自动捕捉结构、公式或版式上的错误，并将其沉淀为修复案例进行迭代。

3月24日消息，MiniMax宣布开源一套面向 AI Agent 的办公文档生成框架 MiniMax Office Skills。该系统旨在解决AI生成办公文档“能写但难用”的问题，使生成的 Word、Excel、PDF 和 PPT 文件能够直接用于企业交付场景。相关代码、设计文档和评测框架已在开源社区发布，并采用 MIT 许可协议。

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