Produce teaching-quality book notes: accurate on the original, structured for quick learning, detailed enough to explain to others.
Given a book (title, author, ISBN, or URL), gather foundational info:
mimo_web_search — find Douban/Goodreads pages, publisher descriptions, table of contents, reviewsweb_fetch — Douban book page (ISBN lookup), publisher pages, review articlesGather rich source material from authoritative references:
Search strategy (use mimo_web_search):
"" 目录 章节 内容 (for Chinese books)"" summary chapters key concepts "author name" "" detailed explanation site:douban.com or site:goodreads.com </code></li><li><code>"<book title>" 批评 局限性 争议</code> (for critical reviews)</li><li><code>"<book title>" 对比 同类书籍 不同观点</code> (for comparative analysis)</li><li><code>"<topic>" 研究进展 前人研究 学术脉络</code> (for academic context)</li></ul><p>Fetch at least 5-8 authoritative sources. Prioritize:</p><ul><li>Table of contents and chapter structure</li><li>The book's own conceptual framework (models, diagrams, key distinctions)</li><li>Detailed case studies with data</li><li>Author's direct quotes and key formulations</li><li>Academic positioning and predecessor research</li><li>Critical reviews and challenges</li><li>Comparative analysis with similar books</li></ul><h3>Phase 3: Knowledge Extraction (5-Layer Analysis)</h3><p>Extract knowledge through 5 layers, from surface to depth:</p><p><strong>Layer 1 — Structure</strong>: What is the book's architecture?</p><ul><li>Chapter outline with one-line purpose per chapter</li><li>How chapters connect (sequential? parallel? recursive?)</li><li>Visual map of the book's flow</li></ul><p><strong>Layer 2 — Core Framework</strong>: What is the book's central model/theory?</p><ul><li>The 1-3 core concepts that everything else builds on</li><li>Key distinctions the author makes (e.g., X vs. Y)</li><li>The "before and after" transformation the book describes</li></ul><p><strong>Layer 3 — Chapter Details</strong>: What does each chapter teach?</p><ul><li>Core question the chapter answers</li><li>Key knowledge points (3-7 per chapter)</li><li>Practical cases with concrete data</li><li>Actionable insights ("how to do this")</li></ul><p><strong>Layer 4 — Depth Mechanisms</strong>: Why do these ideas work?</p><ul><li>Underlying assumptions (what must be true for this to work)</li><li>Causal logic (A leads to B because...)</li><li>Counter-arguments and how the author addresses them</li><li>Limitations and boundary conditions</li></ul><p><strong>Layer 5 — Teaching Materials</strong>: How to explain this to someone else?</p><ul><li>Core quotes / memorable formulations</li><li>Analogies and metaphors the author uses</li><li>Data/evidence for responding to skepticism</li><li>Common misunderstandings and corrections</li></ul><h3>Phase 4: Cross-Reference and Verify</h3><p>Before writing the final output:</p><ol><li><strong>Cross-check with original sources</strong>: Every claim must trace back to an authoritative source (the book itself, the author's wiki, verified reviews)</li><li><strong>Flag uncertainty</strong>: If a detail cannot be verified, note it as "based on secondary sources" or omit it</li><li><strong>Check for omissions</strong>: Compare against the table of contents — are all chapters covered?</li><li><strong>Check for consistency</strong>: Do the chapter-level details support the overall framework? Are there contradictions?</li></ol><h3>Phase 5: Generate Output</h3><p>Write the output as a <code>.md</code> file in the workspace. Follow the structure in <code>references/output-template.md</code>.</p><p>Key quality standards:</p><ul><li><strong>Accuracy over creativity</strong>: Never invent content. If unsure, search again or state the limitation</li><li><strong>Specific over general</strong>: Include concrete examples, numbers, names, quotes — not just abstract descriptions</li><li><strong>Structured for skimming AND deep reading</strong>: Headers, tables, and visual maps for quick scanning; detailed prose for deep understanding</li><li><strong>Teaching-ready</strong>: Someone should be able to read this file and explain the book to others without having read the book itself</li></ul><h2>Phase 6: Critical Evaluation (New)</h2><p>After completing the 5-layer knowledge extraction, conduct a critical evaluation:</p><p><strong>1. Core Question Identification</strong></p><ul><li>What is the author's central question/problem?</li><li>Why is this question important?</li></ul><p><strong>2. Academic Context Positioning</strong></p><ul><li>What have predecessors achieved on this question?</li><li>Where does this book fit in the academic conversation?</li></ul><p><strong>3. Innovation Assessment</strong></p><ul><li>What unique, new answers does the author provide?</li><li>What new evidence, cases, or data support these answers?</li></ul><p><strong>4. Comparative Analysis</strong></p><ul><li>What different viewpoints exist from contemporary books on the same topic?</li><li>How does this book's approach differ?</li></ul><p><strong>5. Critical Review</strong></p><ul><li>Has the book's conclusions been challenged?</li><li>What are its limitations and boundary conditions?</li></ul><p><strong>6. Future Directions</strong></p><ul><li>What new problems and directions does the author propose?</li><li>What remains unresolved?</li></ul><p><strong>7. Cross-disciplinary Insights</strong></p><ul><li>What启发 can practitioners from other fields draw?</li><li>How can these ideas be applied outside the book's domain?</li></ul><p><strong>8. Most Inspiring Story/Case</strong></p><ul><li>Which single story or case is most memorable and impactful?</li><li>Why does it resonate?</li></ul><p><strong>9. Actionable Takeaway</strong></p><ul><li>What is ONE action the reader should take after reading?</li><li>How to implement it immediately?</li></ul><h2>Output File</h2><p>Save to workspace as <code><book-short-name>-读书笔记.md</code> (Chinese) or <code><book-short-name>-notes.md</code> (English).</p><h2>Quality Checklist</h2><p>Before finalizing, verify:</p><ul><li>[ ] All chapters covered with key points</li><li>[ ] Core framework/model clearly articulated</li><li>[ ] At least 3 detailed case studies with data</li><li>[ ] Author's key quotes included</li><li>[ ] Common misconceptions addressed</li><li>[ ] Practical "how to start" guidance included</li><li>[ ] Sources cited (wiki, reviews, publisher pages)</li><li>[ ] No invented or unverified content</li><li>[ ] Can be used to teach the book without reading it</li><li>[ ] <strong>Critical evaluation section completed</strong> (all 9 questions answered)</li><li>[ ] <strong>Actionable takeaway identified</strong> with implementation steps</li><li>[ ] <strong>Cross-disciplinary insights</strong> clearly articulated</li></ul></div>
</div>
</div>
<div id="tab-versions" class="detail-content">
<div class="detail-section">
<h2>版本历史</h2>
<p style="margin-bottom:12px;font-size:14px;color:#94a3b8;">共 1 个版本</p>
<ul class="version-list">
<li>
<div>
<span class="version-tag">v1.0.1</span>
<span style="font-size:11px;color:#5b6abf;margin-left:8px;background:#eef0ff;padding:1px 8px;border-radius:10px;">当前</span> </div>
<div style="font-size:12px;color:#94a3b8;">
2026-05-07 06:23 安全 安全 </div>
</li>
</ul>
</div>
</div>
<div id="tab-security" class="detail-content">
<div class="detail-section">
<h2>安全检测</h2>
<div class="sec-grid"> <div class="sec-card">
<h4>腾讯云安全 (Keen)</h4>
<div class="sec-status sec-safe">
安全，无风险 </div>
<a href="https://tix.qq.com/search/skill?keyword=f597dfa9bb7b20ae66906b34256d236d" target="_blank">查看报告</a> </div>
<div class="sec-card">
<h4>腾讯云安全 (Sanbu)</h4>
<div class="sec-status sec-safe">
安全，无风险 </div>
<a href="https://static.cloudsec.tencent.com/html-report-v2/2026/05/26/437623_65bea97018b7a0d0c114a97c9442479c.html?q-sign-algorithm=sha1&q-ak=AKID8JMG1bzBC1dz96qNhssfFftujT1NCoFi&q-sign-time=1781960593%3B1813496593&q-key-time=1781960593%3B1813496593&q-header-list=host&q-url-param-list=&q-signature=3de01e4656a0dfd5226acf2f06b09bc054092a16" target="_blank">查看报告</a> </div>
</div>
</div>
</div>
<!-- Recommended Skills -->
<div style="margin-top:24px;">
<h2 style="font-size:18px;font-weight:600;margin-bottom:16px;">🔗 相关推荐</h2>
<div class="rec-grid">
<div class="rec-card">
<span class="badge-cat" style="margin-bottom:8px;display:inline-block;">knowledge-management</span>
<h3><a href="/s/web-tools-guide">web-tools-guide</a></h3>
<div class="rec-owner">user_ec205dbb</div> <div class="rec-desc">MANDATORY before calling web_search, web_fetch, browser, or opencli. Contains required error-handling procedures (web_se</div>
<div class="rec-stats">
<span style="color:#f39c12;">★ 61</span>
<span style="color:#5b6abf;">📥 157,158</span>
</div>
</div>
<div class="rec-card">
<span class="badge-cat" style="margin-bottom:8px;display:inline-block;">knowledge-management</span>
<h3><a href="/s/obsidian">Obsidian</a></h3>
<div class="rec-owner">steipete</div> <div class="rec-desc">操作 Obsidian 仓库（纯 Markdown 笔记）并通过 obsidian-cli 自动化。</div>
<div class="rec-stats">
<span style="color:#f39c12;">★ 441</span>
<span style="color:#5b6abf;">📥 104,621</span>
</div>
</div>
<div class="rec-card">
<span class="badge-cat" style="margin-bottom:8px;display:inline-block;">knowledge-management</span>
<h3><a href="/s/summarize">Summarize</a></h3>
<div class="rec-owner">paudyyin</div> <div class="rec-desc">智能摘要工具，自动为长文本、文档、网页生成摘要，提取要点与关键词，支持自定义摘要长度。</div>
<div class="rec-stats">
<span style="color:#f39c12;">★ 956</span>
<span style="color:#5b6abf;">📥 517,321</span>
</div>
</div>
</div>
</div>
</div>
<script>
document.addEventListener('DOMContentLoaded',function(){
document.querySelectorAll('.detail-tab').forEach(function(btn){
btn.addEventListener('click',function(e){
var tab = this.getAttribute('data-tab');
document.querySelectorAll('.detail-tab').forEach(function(b){b.classList.remove('active')});
document.querySelectorAll('.detail-content').forEach(function(c){c.classList.remove('active')});
this.classList.add('active');
var el = document.getElementById('tab-'+tab);
if(el) el.classList.add('active');
});
});
});
</script>
<div class="footer">
<p>Skill工具集 © 2026</p>
</div></body>
</html>