将书籍、PDF、PPT、Word、网页与多份资料转化为可追溯知识库、交互式学习网页和同源生成的 Markdown。 learn-from-materials 是一个基于开放 Agent Skills 规范的跨 Agent 学习 Skill。系统学习强调完整阅读；快速了解提炼核心主线。两种模式均要求出处可核验、材料事实与 ...

真实桌面检查用正常 Windows 会话中的 npm run test:desktop，完整回归用 npm run test:all。 受限构建使用 Rollup + TypeScript 及 JavaScript 解压，不需要管理员权限；桌面运行和打包仍需相应的 Windows 环境。 干净安装、 spawn EPERM 和 0x80000003 的说明见 DSH 环境准备。

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