book-analysis
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ChineseBook Analysis — 一键深度学习一本书
Book Analysis — Deep Dive into a Book with One Click
输入书名,自动并行采集六个维度的信息,交叉分析后输出深度学习笔记。
Enter a book title, and the system will automatically collect information from six dimensions in parallel, then output deep learning notes after cross-analysis.
When to Use
When to Use
当用户请求以下操作时触发:
- "分析《长安的荔枝》" / "学习《人类简史》"
- "帮我读《穷查理宝典》" / "读书笔记《三体》"
- "book analysis: Thinking, Fast and Slow"
- "XX这本书讲什么" / "XX值得读吗"
Trigger when the user requests the following operations:
- "Analyze The Lychee of Chang'an" / "Study Sapiens: A Brief History of Humankind"
- "Help me read Poor Charlie's Almanack" / "Reading notes for The Three-Body Problem"
- "book analysis: Thinking, Fast and Slow"
- "What is the book XX about" / "Is XX worth reading"
Phase 0: 解析输入
Phase 0: Parse Input
根据用户输入,识别以下信息:
-
书名
- 提取用户消息中的书名(去掉书名号《》或引号)
- 如果用户给了模糊描述,先执行下方「书籍定位流程」确认完整书名
-
书籍定位流程(必须执行,不可跳过)第一步:豆瓣两步法(中文书首选,成功率最高)
Step 1: WebFetch https://m.douban.com/search/?query={书名}&type=book → 从返回页面中找 /book/subject/{数字ID}/ 格式的链接,提取 Subject ID Step 2: WebFetch https://book.douban.com/subject/{Subject ID}/ → 从详情页获取:准确书名、作者、出版社、出版日期、ISBN、内容简介、书籍分类成功后直接进入步骤3,不需要再做其他搜索。第二步:当当网验证(豆瓣失败或需要交叉确认时使用)WebFetch https://search.dangdang.com/?key={书名}&act=input → 获取 ISBN 和出版信息,与豆瓣数据交叉核对第三步:模糊书名处理(书名不确定时使用)- 用引号精确匹配核心词:
WebSearch ""{书名中最独特的2-3字}" 豆瓣 图书 作者" - 或搜索:
WebSearch {书名} 书名 作者 出版社 - 确认书名后,再执行第一步豆瓣两步法
不推荐用于中文书籍:Google Books API、Open Library(对中文书收录极少,基本无效) - 用引号精确匹配核心词:
-
确定关键变量(后续所有 Agent 都需要用到)
- : 完整书名
{book_name} - : 作者名
{author} - : 书籍类型
{book_type} - : 类型适配提示(见下方)
{type_hint} - : 当天日期,格式 YYYY-MM-DD
{date} - : 书名的英文或拼音形式(小写、连字符分隔),用于文件命名
{book_name_en}
-
类型适配提示(传给每个子代理)
- 小说/文学 → "这是文学作品,侧重分析叙事手法、人物塑造、主题隐喻,'解决方案'维度应聚焦主题启示与人生思考"
- 非虚构/经管 → "这是非虚构作品,侧重分析论点论据、方法论、可操作建议"
- 技术 → "这是技术书籍,侧重分析技术概念、实践方法、代码示例的适用场景"
- 历史 → "这是历史作品,侧重分析历史背景、因果链条、对当下的启示"
- 哲学 → "这是哲学作品,侧重分析核心命题、论证逻辑、思想流派关系"
- 科普 → "这是科普作品,侧重分析科学原理、研究方法、对大众认知的影响"
- 其他 → "请根据书籍内容自行判断分析侧重点"
如果无法确定书籍类型或作者,先用一次 WebSearch 快速查询,不要跳过这一步。
Based on the user's input, identify the following information:
-
Book Title
- Extract the book title from the user's message (remove angle brackets 《》 or quotation marks)
- If the user provides a vague description, first execute the "Book Localization Process" below to confirm the full book title
-
Book Localization Process (Mandatory, Cannot Be Skipped)Step 1: Douban Two-Step Method (First Choice for Chinese Books, Highest Success Rate)
Step 1: WebFetch https://m.douban.com/search/?query={book_name}&type=book → Find links in the format /book/subject/{numeric ID}/ from the returned page and extract the Subject ID Step 2: WebFetch https://book.douban.com/subject/{Subject ID}/ → Obtain from the detail page: accurate book title, author, publisher, publication date, ISBN, content introduction, book categoryProceed directly to Step 3 after success, no need to perform other searches.Step 2: Verification via Dangdang (Use When Douban Fails or Cross-Verification Is Needed)WebFetch https://search.dangdang.com/?key={book_name}&act=input → Obtain ISBN and publication information, and cross-verify with Douban dataStep 3: Handling Vague Book Titles (Use When Book Title Is Uncertain)- Use quotation marks for exact matching of core words:
WebSearch ""{2-3 most unique words in the book title}" Douban Book Author" - Or search:
WebSearch {book_name} Book Title Author Publisher - After confirming the book title, execute the Douban Two-Step Method in Step 1
Not Recommended for Chinese Books: Google Books API, Open Library (very few Chinese books included, basically ineffective) - Use quotation marks for exact matching of core words:
-
Determine Key Variables (Required by All Subsequent Agents)
- : Full book title
{book_name} - : Author's name
{author} - : Book type
{book_type} - : Type adaptation hint (see below)
{type_hint} - : Current date in YYYY-MM-DD format
{date} - : English or pinyin form of the book title (lowercase, separated by hyphens), used for file naming
{book_name_en}
-
Type Adaptation Hint (Passed to Each Subagent)
- Fiction/Literature → "This is a literary work, focusing on analyzing narrative techniques, character portrayal, and thematic metaphors. The 'Solutions' dimension should focus on thematic insights and life reflections"
- Non-Fiction/Economics & Management → "This is a non-fiction work, focusing on analyzing arguments, methodologies, and actionable suggestions"
- Technology → "This is a technical book, focusing on analyzing technical concepts, practical methods, and applicable scenarios of code examples"
- History → "This is a historical work, focusing on analyzing historical background, causal chains, and insights for the present"
- Philosophy → "This is a philosophical work, focusing on analyzing core propositions, argumentation logic, and relationships between schools of thought"
- Popular Science → "This is a popular science work, focusing on analyzing scientific principles, research methods, and impacts on public cognition"
- Others → "Please judge the focus of analysis based on the book content"
If the book type or author cannot be determined, use WebSearch for a quick query first, do not skip this step.
Phase 1: 并行数据采集 (6 个 Subagent)
Phase 1: Parallel Data Collection (6 Subagents)
关键要求: 以下 6 个 Task 必须放在同一条消息中发出,确保并行执行。
每个 Agent 使用 。
subagent_type: "general-purpose"Key Requirement: The following 6 Tasks must be sent in the same message to ensure parallel execution.
Each Agent uses .
subagent_type: "general-purpose"Agent 1: 章节结构与逻辑关系
Agent 1: Chapter Structure and Logical Relationships
description: "分析{book_name}章节结构"
prompt 模板:
你是书籍结构分析专家。请分析《{book_name}》({author})的章节结构和内在逻辑关系。
类型提示:{type_hint}
任务:
1. 使用 WebSearch 搜索以下关键词(至少搜 2 次不同关键词):
- "{book_name} 目录 章节"
- "{book_name} 结构分析" 或 "{book_name} table of contents"
2. 使用 WebFetch 访问至少 1 个包含详细目录的页面,验证章节信息
3. 整理以下信息:
**章节概览:**
- 列出所有章节(或主要部分),每章附一句话概要
- 如果章节过多(>20章),可按"部/篇"分组概括
**逻辑关系:**
- 章节之间的逻辑关系类型(递进、并列、因果、转折、总分)
- 全书叙事/论证主线(一段话描述)
- 关键转折点或高潮章节
输出要求:
- 章节列表用「章节号 | 标题 | 概要」格式
- 逻辑关系用文字描述,标明关系类型
- 控制在 600 字以内
- 全部使用中文输出
- **标注信息来源**: 注明来源网站名称及原始链接description: "Analyze the chapter structure of {book_name}"
Prompt Template:
You are an expert in book structure analysis. Please analyze the chapter structure and internal logical relationships of *{book_name}* by {author}.
Type Hint: {type_hint}
Tasks:
1. Use WebSearch to search the following keywords (at least 2 different keyword combinations):
- "{book_name} table of contents chapters"
- "{book_name} structure analysis" or "{book_name} table of contents"
2. Use WebFetch to access at least 1 page with detailed table of contents to verify chapter information
3. Organize the following information:
**Chapter Overview:**
- List all chapters (or main sections), with a one-sentence summary for each chapter
- If there are too many chapters (>20), summarize by "Part/Volume"
**Logical Relationships:**
- Type of logical relationship between chapters (progressive, parallel, causal, transitional, total-subordinate)
- Narrative/argumentation main line of the whole book (described in one paragraph)
- Key turning points or climax chapters
Output Requirements:
- Chapter list in the format "Chapter Number | Title | Summary"
- Logical relationships described in text, with relationship types clearly stated
- Keep within 600 words
- Output entirely in English
- **Cite Sources**: Indicate the source website name and original linkAgent 2: 背景与要点
Agent 2: Background and Key Points
description: "研究{book_name}背景与核心观点"
prompt 模板:
你是书籍研究专家。请研究《{book_name}》({author})的创作背景和核心要点。
类型提示:{type_hint}
任务:
1. 使用 WebSearch 搜索以下关键词(至少搜 2 次不同关键词):
- "{author} {book_name} 创作背景"
- "{book_name} 核心观点" 或 "{book_name} 书评 要点"
2. 使用 WebFetch 访问至少 1 条高质量书评或访谈原文,验证内容
3. 整理以下信息:
**作者与创作背景:**
- 作者简介(生平、代表作、专业领域)
- 写作动机与创作契机
- 时代/社会背景(出版年代的相关背景)
**核心要点:**
- 提炼 3-5 个核心要点/论点
- 每个要点附 1-2 句展开说明
- 标注该要点主要体现在哪些章节
输出要求:
- 作者简介控制在 100 字以内
- 核心要点用编号列表
- 控制在 600 字以内
- 全部使用中文输出
- **标注信息来源**: 注明来源网站名称及原始链接description: "Research the background and core viewpoints of {book_name}"
Prompt Template:
You are an expert in book research. Please research the creation background and core key points of *{book_name}* by {author}.
Type Hint: {type_hint}
Tasks:
1. Use WebSearch to search the following keywords (at least 2 different keyword combinations):
- "{author} {book_name} creation background"
- "{book_name} core viewpoints" or "{book_name} book review key points"
2. Use WebFetch to access at least 1 high-quality book review or original interview to verify content
3. Organize the following information:
**Author and Creation Background:**
- Author introduction (life, representative works, professional field)
- Writing motivation and creation opportunity
- Era/social background (relevant background of the publication era)
**Core Key Points:**
- Extract 3-5 core key points/arguments
- Each key point is accompanied by 1-2 sentences of elaboration
- Indicate which chapters the key point is mainly reflected in
Output Requirements:
- Author introduction kept within 100 words
- Core key points presented in numbered lists
- Keep within 600 words
- Output entirely in English
- **Cite Sources**: Indicate the source website name and original linkAgent 3: 问题与影响
Agent 3: Problems and Impacts
description: "分析{book_name}提出的问题与影响"
prompt 模板:
你是文化评论专家。请分析《{book_name}》({author})提出或揭示的关键问题及其影响。
类型提示:{type_hint}
任务:
1. 使用 WebSearch 搜索以下关键词(至少搜 2 次不同关键词):
- "{book_name} 问题 思考"
- "{book_name} 影响 意义" 或 "{book_name} 书评 评价"
2. 使用 WebFetch 访问至少 1 条深度书评或学术评论,验证观点
3. 整理以下信息:
**关键问题:**
- 书中提出或揭示的 3-5 个核心问题
- 每个问题的影响范围(个人/行业/社会)
- 这些问题在当下是否仍然有现实意义
**社会反响与影响:**
- 出版后的社会讨论和反响
- 获奖情况、销量、翻译语种等影响力指标
- 争议观点(如有)
输出要求:
- 问题按重要性排序
- 影响分析要具体,避免空泛
- 控制在 600 字以内
- 全部使用中文输出
- **标注信息来源**: 注明来源网站名称及原始链接description: "Analyze the problems raised and impacts of {book_name}"
Prompt Template:
You are a cultural critic. Please analyze the key problems raised or revealed in *{book_name}* by {author} and their impacts.
Type Hint: {type_hint}
Tasks:
1. Use WebSearch to search the following keywords (at least 2 different keyword combinations):
- "{book_name} questions reflections"
- "{book_name} impact significance" or "{book_name} book review evaluation"
2. Use WebFetch to access at least 1 in-depth book review or academic review to verify viewpoints
3. Organize the following information:
**Key Problems:**
- 3-5 core problems raised or revealed in the book
- Scope of influence of each problem (individual/industry/society)
- Whether these problems still have practical significance today
**Social Response and Impact:**
- Social discussions and responses after publication
- Influence indicators such as awards, sales volume, translated languages
- Controversial viewpoints (if any)
Output Requirements:
- Problems sorted by importance
- Impact analysis should be specific, avoid being vague
- Keep within 600 words
- Output entirely in English
- **Cite Sources**: Indicate the source website name and original linkAgent 4: 解决方案与实施建议
Agent 4: Solutions and Implementation Suggestions
description: "提取{book_name}的启示与实践建议"
prompt 模板:
你是知识应用专家。请提取《{book_name}》({author})中的解决方案、启示和可实践的建议。
类型提示:{type_hint}
任务:
1. 使用 WebSearch 搜索以下关键词(至少搜 2 次不同关键词):
- "{book_name} 启示 收获"
- "{book_name} 读后感 实践" 或 "{book_name} takeaways"
2. 使用 WebFetch 访问至少 1 篇高质量读后感或实践分享,验证内容
3. 整理以下信息:
**书中的思路/方案:**
- 书中针对核心问题提出的思路或方案
- 如果是文学作品,提取主题层面的启示和人生思考
- 方法论或思维框架(如有)
**读者行动建议:**
- 3-5 条具体可操作的实践建议
- 每条建议注明适用场景和局限性
- 按难易程度排序(从易到难)
输出要求:
- 方案和建议要具体可操作,避免泛泛而谈
- 文学作品侧重思想启示,非虚构侧重方法论
- 控制在 600 字以内
- 全部使用中文输出
- **标注信息来源**: 注明来源网站名称及原始链接description: "Extract insights and practical suggestions from {book_name}"
Prompt Template:
You are an expert in knowledge application. Please extract solutions, insights, and practical suggestions from *{book_name}* by {author}.
Type Hint: {type_hint}
Tasks:
1. Use WebSearch to search the following keywords (at least 2 different keyword combinations):
- "{book_name} insights gains"
- "{book_name} reading reflections practice" or "{book_name} takeaways"
2. Use WebFetch to access at least 1 high-quality reading reflection or practice sharing to verify content
3. Organize the following information:
**Ideas/Solutions in the Book:**
- Ideas or solutions proposed in the book for core problems
- If it is a literary work, extract thematic insights and life reflections
- Methodologies or thinking frameworks (if any)
**Action Suggestions for Readers:**
- 3-5 specific and actionable practical suggestions
- Indicate applicable scenarios and limitations for each suggestion
- Sort by difficulty level (from easy to difficult)
Output Requirements:
- Solutions and suggestions should be specific and actionable, avoid being general
- Focus on ideological insights for literary works, and methodologies for non-fiction works
- Keep within 600 words
- Output entirely in English
- **Cite Sources**: Indicate the source website name and original linkAgent 5: 术语与索引
Agent 5: Terms and Index
description: "整理{book_name}关键术语索引"
prompt 模板:
你是知识整理专家。请整理《{book_name}》({author})中的关键术语和重要概念索引。
类型提示:{type_hint}
任务:
1. 使用 WebSearch 搜索以下关键词(至少搜 2 次不同关键词):
- "{book_name} 关键概念 术语"
- "{book_name} 名词解释" 或 "{book_name} glossary key concepts"
2. 使用 WebFetch 访问至少 1 个包含术语解释的页面,验证定义准确性
3. 整理以下信息:
**术语索引表:**
- 列出书中 10-20 个关键术语/概念/人名/地名
- 每个条目包含: 术语名称、简要定义(1-2句)、所在章节
- 按首次出现的章节顺序排列
**核心概念关联:**
- 标注哪些术语之间存在关联(如: A是B的前提,C是D的应用)
输出要求:
- 术语表格式: 「术语 | 定义 | 出现章节」
- 定义简洁精确
- 控制在 600 字以内
- 全部使用中文输出
- **标注信息来源**: 注明来源网站名称及原始链接description: "Organize key term index for {book_name}"
Prompt Template:
You are an expert in knowledge organization. Please organize the key terms and important concept index of *{book_name}* by {author}.
Type Hint: {type_hint}
Tasks:
1. Use WebSearch to search the following keywords (at least 2 different keyword combinations):
- "{book_name} key concepts terms"
- "{book_name} glossary" or "{book_name} glossary key concepts"
2. Use WebFetch to access at least 1 page with term explanations to verify definition accuracy
3. Organize the following information:
**Term Index Table:**
- List 10-20 key terms/concepts/names/places in the book
- Each entry includes: term name, brief definition (1-2 sentences), chapter where it appears
- Sort by the order of first appearance in chapters
**Core Concept Associations:**
- Indicate associations between terms (e.g., A is the premise of B, C is the application of D)
Output Requirements:
- Term table format: "Term | Definition | Chapter of Appearance"
- Definitions should be concise and accurate
- Keep within 600 words
- Output entirely in English
- **Cite Sources**: Indicate the source website name and original linkAgent 6: 延伸阅读
Agent 6: Further Reading Recommendations
description: "推荐{book_name}相关阅读"
prompt 模板:
你是阅读顾问。请为《{book_name}》({author})推荐延伸阅读书目。
类型提示:{type_hint}
任务:
1. 使用 WebSearch 搜索以下关键词(至少搜 2 次不同关键词):
- "{book_name} 类似书籍 推荐"
- "{author} 其他作品" 或 "{book_name} similar books recommended"
2. 使用 WebFetch 访问至少 1 个书单推荐页面,验证推荐理由
3. 整理以下信息:
**同作者作品:**
- 列出作者的其他代表作(2-3本),附一句话说明与本书的关联
**同主题推荐:**
- 5-6 本主题相关的书籍
- 每本包含: 书名、作者、一句话关联说明(为什么推荐、与本书的关系)
- 涵盖不同难度和视角
输出要求:
- 推荐理由要说明与本书的具体关联,不能泛泛说"也很好"
- 优先推荐经典作品和高评分作品
- 控制在 500 字以内
- 全部使用中文输出
- **标注信息来源**: 注明来源网站名称及原始链接description: "Recommend further reading related to {book_name}"
Prompt Template:
You are a reading consultant. Please recommend further reading books related to *{book_name}* by {author}.
Type Hint: {type_hint}
Tasks:
1. Use WebSearch to search the following keywords (at least 2 different keyword combinations):
- "{book_name} similar book recommendations"
- "Other works by {author}" or "{book_name} similar books recommended"
2. Use WebFetch to access at least 1 book list recommendation page to verify recommendation reasons
3. Organize the following information:
**Works by the Same Author:**
- List 2-3 other representative works by the author, with a one-sentence explanation of their connection to this book
**Same Theme Recommendations:**
- 5-6 books related to the theme
- Each includes: book title, author, one-sentence connection explanation (why it is recommended, relationship with this book)
- Cover different difficulty levels and perspectives
Output Requirements:
- Recommendation reasons should explain the specific connection to this book, not just say "it's also good"
- Prioritize classic works and high-rated books
- Keep within 500 words
- Output entirely in English
- **Cite Sources**: Indicate the source website name and original linkPhase 2: 综合分析 (主线程)
Phase 2: Comprehensive Analysis (Main Thread)
等待 6 个 Agent 全部返回后,在主线程中完成以下分析。
Wait for all 6 Agents to return results, then complete the following analysis in the main thread.
Step 1: 信息汇总
Step 1: Information Aggregation
将 6 个 Agent 的结果整合,识别:
- 各维度之间的 一致性信号(如: 多个来源提到同一核心观点 = 高置信度)
- 各维度之间的 补充关系(如: Agent 2 提到的核心要点可以与 Agent 1 的章节结构对应)
- 各维度之间的 矛盾信号(如: 不同来源对某观点的评价截然不同 = 需要标注争议)
- 同时整理各 Agent 返回的所有来源 URL,汇总到来源列表,用于报告末尾「参考来源」区块
Integrate the results of the 6 Agents, and identify:
- Consistent Signals between dimensions (e.g., multiple sources mentioning the same core viewpoint = high confidence)
- Complementary Relationships between dimensions (e.g., core points mentioned by Agent 2 correspond to chapter structure of Agent 1)
- Contradictory Signals between dimensions (e.g., different sources have completely different evaluations of a viewpoint = need to mark controversy)
- Meanwhile, organize all source URLs returned by the 6 Agents into a source list, which will be used in the "Reference Sources" section at the end of the report
Step 2: 交叉关联
Step 2: Cross-Association
在 6 个维度之间建立关联:
- 要点 <-> 章节映射: 将核心要点(Agent 2)标注到对应章节(Agent 1)
- 问题 <-> 方案对应: 将问题(Agent 3)与解决方案(Agent 4)一一对应
- 术语 <-> 内容锚定: 验证术语索引(Agent 5)的章节标注与实际章节结构(Agent 1)一致
- 延伸阅读关联: 将推荐书目(Agent 6)与本书核心主题关联
Establish associations between the 6 dimensions:
- Key Points <-> Chapter Mapping: Mark core points (Agent 2) to corresponding chapters (Agent 1)
- Problems <-> Solutions Matching: Match problems (Agent 3) with solutions (Agent 4) one by one
- Terms <-> Content Anchoring: Verify that the chapter markings in the term index (Agent 5) are consistent with the actual chapter structure (Agent 1)
- Further Reading Association: Associate recommended books (Agent 6) with the core theme of this book
Step 3: 核心结论提炼
Step 3: Core Conclusion Extraction
基于以上分析,撰写 3-5 句话的核心结论:
- 这本书最核心的价值是什么
- 最值得关注的 1-2 个观点
- 最适合什么样的读者
Based on the above analysis, write 3-5 sentences of core conclusions:
- What is the most core value of this book
- 1-2 viewpoints that are most worth paying attention to
- Who this book is most suitable for
Phase 3: 输出报告
Phase 3: Output Report
按以下 Markdown 格式输出最终报告:
markdown
undefinedOutput the final report in the following Markdown format:
markdown
undefined《{book_name}》深度学习笔记
Deep Learning Notes for {book_name}
作者:{author} | 类型:{book_type} | 分析日期:{date}
Author: {author} | Type: {book_type} | Analysis Date: {date}
核心结论
Core Conclusions
{3-5 句话总结这本书最值得了解的内容,包含核心价值、关键观点和适合的读者}
{3-5 sentences summarizing the most worth-knowing content of this book, including core value, key viewpoints, and suitable readers}
一、章节结构与逻辑关系
I. Chapter Structure and Logical Relationships
章节概览
Chapter Overview
| 章节 | 标题 | 概要 |
|---|---|---|
| 第1章 | {标题} | {一句话概要} |
| 第2章 | {标题} | {一句话概要} |
| ... | ... | ... |
| Chapter | Title | Summary |
|---|---|---|
| Chapter 1 | {Title} | {One-sentence summary} |
| Chapter 2 | {Title} | {One-sentence summary} |
| ... | ... | ... |
逻辑主线
Main Logical Line
{描述全书的叙事/论证脉络,标明章节间的逻辑关系类型(递进、因果、并列、转折等)}
{Describe the narrative/argumentation context of the whole book, and indicate the type of logical relationship between chapters (progressive, causal, parallel, transitional, etc.)}
二、背景与要点
II. Background and Key Points
作者与创作背景
Author and Creation Background
{作者简介、写作动机、时代/社会背景}
{Author introduction, writing motivation, era/social background}
核心要点
Core Key Points
- {要点一}:{展开说明}(见第X章)
- {要点二}:{展开说明}(见第X章)
- {要点三}:{展开说明}(见第X章) ...
- {Key Point 1}: {Elaboration} (See Chapter X)
- {Key Point 2}: {Elaboration} (See Chapter X)
- {Key Point 3}: {Elaboration} (See Chapter X) ...
三、问题与影响
III. Problems and Impacts
关键问题
Key Problems
- {问题一}:{问题描述} → 影响范围:{个人/行业/社会}
- {问题二}:{问题描述} → 影响范围:{个人/行业/社会}
- ...
- {Problem 1}: {Problem Description} → Scope of Influence: {Individual/Industry/Society}
- {Problem 2}: {Problem Description} → Scope of Influence: {Individual/Industry/Society}
- ...
社会反响
Social Response
{出版后的讨论、获奖、争议等}
{Discussions after publication, awards, controversies, etc.}
四、解决方案与实施建议
IV. Solutions and Implementation Suggestions
书中的思路/启示
Ideas/Insights in the Book
{书中针对核心问题的思路、方法论或主题启示}
{Ideas, methodologies, or thematic insights proposed in the book for core problems}
读者行动建议
Action Suggestions for Readers
- {建议一}(难度:⭐):{具体描述} — 适用场景:{场景}
- {建议二}(难度:⭐⭐):{具体描述} — 适用场景:{场景}
- {建议三}(难度:⭐⭐⭐):{具体描述} — 适用场景:{场景} ...
- {Suggestion 1} (Difficulty: ⭐): {Specific Description} — Applicable Scenario: {Scenario}
- {Suggestion 2} (Difficulty: ⭐⭐): {Specific Description} — Applicable Scenario: {Scenario}
- {Suggestion 3} (Difficulty: ⭐⭐⭐): {Specific Description} — Applicable Scenario: {Scenario} ...
五、术语与索引
V. Terms and Index
| 术语 | 定义 | 出现章节 |
|---|---|---|
| {术语1} | {简要定义} | 第X章 |
| {术语2} | {简要定义} | 第X章 |
| ... | ... | ... |
| Term | Definition | Chapter of Appearance |
|---|---|---|
| {Term 1} | {Brief Definition} | Chapter X |
| {Term 2} | {Brief Definition} | Chapter X |
| ... | ... | ... |
六、延伸阅读
VI. Further Reading
| 书名 | 作者 | 关联说明 |
|---|---|---|
| 《{书名1}》 | {作者} | {与本书的具体关联} |
| 《{书名2}》 | {作者} | {与本书的具体关联} |
| ... | ... | ... |
| Book Title | Author | Connection Explanation |
|---|---|---|
| {Book Title 1} | {Author} | {Specific connection with this book} |
| {Book Title 2} | {Author} | {Specific connection with this book} |
| ... | ... | ... |
参考来源
Reference Sources
- 章节结构: {来源标题}, ...
- 背景要点: {来源标题}, ...
- 问题影响: {来源标题}, ...
- 方案建议: {来源标题}, ...
- 术语索引: {来源标题}, ...
- 延伸阅读: {来源标题}, ...
本笔记由 AI 自动生成,建议结合原书阅读。
**Markdown 填写规则:**
- 将模板中的占位符替换为实际数据
- 核心要点标注对应章节,方便回查原书
- 术语表按首次出现顺序排列
- 读者行动建议按难度从易到难排列
- **「参考来源」区块必填**:将 6 个 Agent 返回的所有来源链接按维度分组填入;不得省略、不得使用占位符 URL
将报告保存为文件: `./{book_name_en}-book-analysis-{date}.md`,保存在当前工作目录。
**文件名规则**: `{book_name_en}` 使用书名的英文或拼音形式(小写、连字符分隔),例如:
- 《长安的荔枝》→ `changan-lychee`
- 《人类简史》→ `sapiens`
- 《三体》→ `three-body`
- Thinking, Fast and Slow → `thinking-fast-and-slow`
---- Chapter Structure: {Source Title}, ...
- Background and Key Points: {Source Title}, ...
- Problems and Impacts: {Source Title}, ...
- Solutions and Suggestions: {Source Title}, ...
- Terms and Index: {Source Title}, ...
- Further Reading: {Source Title}, ...
This note is automatically generated by AI. It is recommended to read with the original book.
**Markdown Filling Rules:**
- Replace placeholders in the template with actual data
- Mark corresponding chapters for core key points to facilitate cross-referencing the original book
- Sort the term table by the order of first appearance
- Sort reader action suggestions by difficulty from easy to difficult
- **"Reference Sources" Section is Mandatory**: Group all source links returned by the 6 Agents by dimension and fill in; do not omit or use placeholder URLs
Save the report as a file: `./{book_name_en}-book-analysis-{date}.md`, stored in the current working directory.
**File Naming Rules**: `{book_name_en}` uses the English or pinyin form of the book title (lowercase, separated by hyphens), for example:
- *The Lychee of Chang'an* → `changan-lychee`
- *Sapiens: A Brief History of Humankind* → `sapiens`
- *The Three-Body Problem* → `three-body`
- Thinking, Fast and Slow → `thinking-fast-and-slow`
---Error Handling
Error Handling
- Agent 超时或失败: 如果某个 Agent 未返回结果,在报告中标注该维度为"数据不足,建议读者自行查阅",其余维度照常分析
- 书名无法识别: 提示用户确认书名,可给出模糊匹配建议
- 小众/新书信息不足: 如果搜索结果极少,合并相关维度,减少重复的"信息不足"提示
- 多版本/多译本: 如遇同一本书有多个版本或译本,优先分析最知名/最新版本,并注明版本信息
- Agent Timeout or Failure: If an Agent does not return results, mark the dimension as "Insufficient data, recommended to check by readers" in the report, and analyze other dimensions as usual
- Unrecognizable Book Title: Prompt the user to confirm the book title, and provide fuzzy matching suggestions
- Insufficient Information for Niche/New Books: If search results are extremely limited, merge related dimensions to reduce repeated "insufficient information" prompts
- Multiple Editions/Translations: If there are multiple editions or translations of the same book, prioritize analyzing the most well-known/latest edition, and indicate edition information
Notes
Notes
- 每个 Agent 的输出严格限制字数,防止主线程上下文溢出
- 综合分析阶段重在 交叉关联,而非简单拼接 6 个维度的结果
- 术语索引的章节标注需与 Agent 1 的章节结构一致
- 核心结论应帮助读者判断"这本书是否值得我花时间读"
- 全部输出使用中文
- Strictly limit the output word count of each Agent to prevent main thread context overflow
- The comprehensive analysis phase focuses on cross-association, not simply splicing results from 6 dimensions
- Chapter markings in the term index must be consistent with the chapter structure of Agent 1
- Core conclusions should help readers judge "Is this book worth my time"
- All output is in English