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learn-from-materials

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Turn books, PDFs, slides, documents, web pages and text into a source-grounded knowledge base, interactive learning HTML and Markdown in English or Chinese. Use for learning, summaries, explanations, review, quizzes, relationship maps, saving reusable methodology files, retrieving or comparing accumulated methods, and applying them to a real problem. 将材料转为可追溯知识库与交互学习页，支持中英文、关系图、方法论保存/检索/比较及应用；区分材料依据、推断与外部核验。

SKILL.md

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# 知识学习助手

将材料转为可追溯知识库、离线交互 HTML 和同源 Markdown。模型理解原文、判断关系和实际复核；脚本提取、组装、校验与渲染。按任务读取下列参考，避免一次加载所有模式或重复撰写派生文件。

## 先确定请求

输出语言按“用户明确要求 → 当前实质请求 → 已建立的对话语言”确定，忽略附件、引文、代码、路径和浏览器语言。支持 `zh-CN` / `en`；其他语言如实说明并询问支持的选择。新页面设置 `meta.language`、schema 4.3；保留原文引用和真实来源。语言与出处标签细则在 `references/language-relationships-application.md`。

| 当前任务 | 必读入口与执行边界 |
| --- | --- |
| 新材料学习 | `references/learning-depth-modes.md`、`references/material-processing.md`。用户已说系统学习、全量或 quick 时直接采用，否则只问一次深度；职业与兴趣留给 HTML 首次打开引导。 |
| 新系统学习 | 在写作前读 `references/systematic-workflow.md`；按书籍／其他材料分别读 `references/book-quality-profile.md` 或 `references/material-quality-profile.md`。 |
| 快速了解 | 读 `references/quick-workflow.md`；完整扫描结构，生成核心导读和 quick-audit，不运行系统学习的全量账本／题库预建；相同的语言、方法文件与最终交付约束仍适用。 |
| 更新已有知识库 | `references/incremental-update-schema.md`，先暂存提取结果并计划影响范围，再执行更新与未受影响单元校验。 |
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