content-topic-generator
Compare original and translation side by side
🇺🇸
Original
English🇨🇳
Translation
ChineseContent Topic Generator
Content Topic Generator
从文章和推文生成高质量选题，包括即发推文内容和深度文章大纲。
Generate high-quality topics from articles and tweets, including ready-to-post tweet content and in-depth article outlines.
核心能力
Core Capabilities
- 推文选题生成 - 生成140字以内的完整推文内容
- 公众号选题生成 - 生成详细的文章标题和大纲
- 多角度策略 - 延伸、反驳、扩充、热点结合四种创作方向
- 读者视角 - 从吸引力和传播力角度设计选题
- Tweet Topic Generation - Generate complete tweet content within 140 characters
- WeChat Official Account Topic Generation - Generate detailed article titles and outlines
- Multi-angle Strategies - Four creative directions: extension, refutation, expansion, and hot topic integration
- Reader Perspective - Design topics from the perspective of attractiveness and spreadability
工作流程
Workflow
第一步：分析原始内容
Step 1: Analyze Original Content
读取用户提供的文章或推文，提取：
- 核心观点：主要论点是什么
- 关键信息：数据、案例、金句
- 讨论空间：可延伸/反驳/扩充的点
- 热点关联：是否可结合时事/节日/行业事件
Read the article or tweet provided by the user and extract:
- Core Viewpoint: What is the main argument
- Key Information: Data, cases, golden quotes
- Discussion Space: Points that can be extended/refuted/expanded
- Hot Topic Relevance: Whether it can be combined with current events/festivals/industry events
第二步：选择创作策略
Step 2: Select Creation Strategy
根据内容特点选择1-4种策略（详见 ）：
references/topic-strategies.md延伸策略 - 原观点基础上深化或拓展
- 适合：信息密度高但未充分展开的内容
- 例：原文讲AI工具 → 延伸为AI工具使用的心理学原理
反驳策略 - 提出相反或不同角度的观点
- 适合：有争议性、存在片面性的观点
- 例：原文说AI降低门槛 → 反驳为AI实际上提高了竞争门槛
扩充策略 - 对某个点进行深度展开
- 适合：提到了点但未详细说明的内容
- 例：原文提到Gemini提示词 → 扩充为10个提示词完整教程
热点结合策略 - 与时事热点/节日结合
- 适合：可与当前热点关联的主题
- 例：原文讲副业 → 结合元旦做新年规划话题
Choose 1-4 strategies based on content characteristics (see for details):
references/topic-strategies.mdExtension Strategy - Deepen or expand on the original viewpoint
- Suitable for: Content with high information density but not fully expanded
- Example: Original content talks about AI tools → Extended to the psychological principles of AI tool usage
Refutation Strategy - Present opposing or different perspectives
- Suitable for: Controversial or one-sided viewpoints
- Example: Original content says AI lowers thresholds → Refute that AI actually raises competition thresholds
Expansion Strategy - Conduct in-depth expansion on a certain point
- Suitable for: Content that mentions a point but does not elaborate on it
- Example: Original content mentions Gemini prompts → Expand to a complete tutorial of 10 prompts
Hot Topic Integration Strategy - Combine with current hot topics/festivals
- Suitable for: Themes that can be associated with current hot topics
- Example: Original content talks about side hustles → Combine with New Year's Day to create a New Year planning topic
第三步：生成推文选题
Step 3: Generate Tweet Topics
为每个策略生成推文内容（使用 模板）：
assets/template-tweet.txt要求：
- 严格控制在140字以内（中文字符）
- 开头3秒内抓住注意力
- 包含明确的观点或价值
- 设计互动点（让人想点赞/评论/转发）
质量标准：
- 信息密度高，无废话
- 有具体性（数据/案例优于泛泛而谈）
- 制造悬念或行动召唤
- 符合社交媒体语言风格
参考写作准则： 的推文部分
references/writing-guidelines.mdGenerate tweet content for each strategy (using the template):
assets/template-tweet.txtRequirements:
- Strictly within 140 characters (Chinese characters count as one character)
- Grab attention within the first 3 seconds
- Include clear viewpoints or value
- Design interaction points (make readers want to like/comment/retweet)
Quality Standards:
- High information density, no redundant words
- Specificity (data/cases are better than general statements)
- Create suspense or call to action
- Conform to social media language style
Reference Writing Guidelines: Tweet section of
references/writing-guidelines.md第四步：生成公众号选题
Step 4: Generate WeChat Official Account Topics
为每个策略生成文章大纲（使用 模板）：
assets/template-article.txt标题要求：
- 吸引力强，让人想点开
- 优先使用数字型/反差型/疑问型标题
- 清晰传达文章价值
大纲要求：
- 结构清晰，5-7个章节
- 每个章节标注字数和核心论点
- 包含支撑材料（数据/案例/引用）
- 总字数1500-3000字（可根据内容调整）
必须包含：
- 开篇：说明为什么要读
- 主体：分点论述/教程步骤/案例分析
- 结尾：总结 + 行动号召
参考写作准则： 的公众号部分
references/writing-guidelines.mdGenerate article outlines for each strategy (using the template):
assets/template-article.txtTitle Requirements:
- Attractive, making people want to click
- Prioritize using numerical/contrast/question-type titles
- Clearly convey article value
Outline Requirements:
- Clear structure, 5-7 chapters
- Mark word count and core argument for each chapter
- Include supporting materials (data/cases/quotes)
- Total word count 1500-3000 words (adjustable based on content)
Must Include:
- Opening: Explain why readers should read this
- Main Body: Point-by-point discussion/tutorial steps/case analysis
- Conclusion: Summary + call to action
Reference Writing Guidelines: WeChat Official Account section of
references/writing-guidelines.md第五步：输出结果
Step 5: Output Results
按以下格式输出完整选题：
markdown
undefinedOutput complete topics in the following format:
markdown
undefined{原文标题/主题} - 选题分析
{Original Title/Topic} - Topic Analysis
原文核心信息
Core Information of Original Content
核心观点： {一句话总结}
关键信息： {数据/案例/金句}
内容类型： {观点/教程/案例/分析}
Core Viewpoint: {One-sentence summary}
Key Information: {Data/cases/quotes}
Content Type: {Opinion/tutorial/case/analysis}
推文选题（{N}条）
Tweet Topics ({N} entries)
推文 #1 - {策略名称}
Tweet #1 - {Strategy Name}
策略： 延伸/反驳/扩充/热点结合
核心角度： {这条推文的独特视角}
目标读者： {面向谁}
推文内容（{X}/140字）：
{完整的推文正文}
预期效果：
- 互动点：{为什么读者会互动}
- 情绪共鸣：{触发什么情绪}
- 行动引导：{希望读者做什么}
Strategy: Extension/Refutation/Expansion/Hot Topic Integration
Core Angle: {Unique perspective of this tweet}
Target Audience: {Who it's for}
Tweet Content ({X}/140 characters):
{Complete tweet text}
Expected Effects:
- Interaction Point: {Why readers will interact}
- Emotional Resonance: {What emotion it triggers}
- Action Guidance: {What you want readers to do}
公众号选题（{N}篇）
WeChat Official Account Topics ({N} articles)
选题 #1 - {策略名称}
Topic #1 - {Strategy Name}
策略： 延伸/反驳/扩充/热点结合
标题： 《{标题}》
目标读者： {面向谁}
核心价值： {读完能获得什么}
预估字数： {字数}
内容定位： {深度分析/实操教程/观点评论}
Strategy: Extension/Refutation/Expansion/Hot Topic Integration
Title: 《{Title}》
Target Audience: {Who it's for}
Core Value: {What readers can gain after reading}
Estimated Word Count: {Word count}
Content Positioning: {In-depth analysis/practical tutorial/opinion commentary}
文章大纲
Article Outline
一、{章节标题}（{字数}字）
- 核心论点：{关键信息}
- 要点：{列出2-3个要点}
- 支撑材料：{数据/案例}
二、{章节标题}（{字数}字）
...
{结尾章节}
- 总结要点
- 行动号召
内容增强建议：
- 需要补充的素材：{数据/采访/测试}
- SEO关键词：{关键词列表}
- 适合平台：{公众号/知乎/小红书}
- 传播力预估：{高/中/低}
undefinedI. {Chapter Title} ({Word count} words)
- Core Argument: {Key information}
- Key Points: {List 2-3 points}
- Supporting Materials: {Data/cases}
II. {Chapter Title} ({Word count} words)
...
{Conclusion Chapter}
- Summary of key points
- Call to action
Content Enhancement Suggestions:
- Materials to supplement: {Data/interviews/tests}
- SEO Keywords: {Keyword list}
- Suitable Platforms: {WeChat Official Account/Zhihu/Xiaohongshu}
- Spreadability Estimate: {High/Medium/Low}
undefined使用示例
Usage Examples
示例 1：基于推文生成选题
Example 1: Generate Topics Based on a Tweet
用户输入：
分析这条推文并生成选题：
"看到一个人在用ChatGPT写代码，我从他身后走过，他连忙把浏览器关闭了……唉，马上都2026年了，就不能大大方方地用AI吗？"输出：
- 3条推文选题（延伸、反驳、热点结合）
- 2个公众号选题（深度分析、观点评论）
User Input:
Analyze this tweet and generate topics:
"I saw someone writing code with ChatGPT, I walked past him, and he quickly closed the browser... Sigh, it's already 2026, can't we use AI openly?"Output:
- 3 tweet topics (extension, refutation, hot topic integration)
- 2 WeChat Official Account topics (in-depth analysis, opinion commentary)
示例 2：基于文章生成选题
Example 2: Generate Topics Based on an Article
用户输入：
我有一篇关于"未来五年小个体赚钱十大红利"的文章，帮我生成：
- 5条推文，每条聚焦一个红利点
- 2个公众号深度选题输出：
- 5条推文，每条深挖一个红利（扩充策略）
- 1个反驳类文章：为什么这些红利可能是陷阱
- 1个扩充类文章：第一个红利的完整实操指南
User Input:
I have an article titled "Top 10 Dividends for Small Individuals to Make Money in the Next Five Years", help me generate:
- 5 tweets, each focusing on one dividend point
- 2 in-depth WeChat Official Account topicsOutput:
- 5 tweets, each deeply exploring one dividend (expansion strategy)
- 1 refutation article: Why these dividends might be traps
- 1 expansion article: Complete practical guide for the first dividend
示例 3：定制化选题生成
Example 3: Customized Topic Generation
用户输入：
基于这3条推文，只生成"反驳"策略的选题，要能引发讨论输出：
- 针对性地使用反驳策略
- 强调争议点和讨论空间
- 设计互动性强的推文和话题
User Input:
Based on these 3 tweets, only generate topics using the "refutation" strategy, which can spark discussionsOutput:
- Targeted use of the refutation strategy
- Emphasize controversial points and discussion space
- Design highly interactive tweets and topics
质量控制清单
Quality Control Checklist
生成每个选题后，自检：
推文检查：
- 字数≤140字
- 开头是否吸引人
- 是否有明确观点/价值
- 是否设计了互动点
公众号大纲检查：
- 标题是否吸引人
- 大纲结构是否清晰
- 是否有具体支撑材料
- 总字数估算是否合理
- 是否有行动号召
读者视角检查：
- 为什么读者要看这个内容
- 读完能获得什么
- 是否有分享/转发的动机
Self-check after generating each topic:
Tweet Check:
- Word count ≤140 characters
- Is the opening attractive?
- Does it have a clear viewpoint/value?
- Are interaction points designed?
WeChat Official Account Outline Check:
- Is the title attractive?
- Is the outline structure clear?
- Does it have specific supporting materials?
- Is the estimated total word count reasonable?
- Is there a call to action?
Reader Perspective Check:
- Why should readers read this content?
- What can readers gain after reading?
- Is there a motivation to share/retweet?
进阶技巧
Advanced Tips
策略组合
Strategy Combination
针对同一内容，可以组合使用策略：
- 高传播组合：反驳 + 热点结合
- 深度价值组合：延伸 + 扩充
- 快速产出组合：延伸 + 热点结合
For the same content, you can combine strategies:
- High Spread Combination: Refutation + Hot Topic Integration
- In-depth Value Combination: Extension + Expansion
- Quick Output Combination: Extension + Hot Topic Integration
多平台适配
Multi-platform Adaptation
不同平台调整风格：
- Twitter/X：观点犀利，数据具体
- 微博：情绪化，易传播
- 小红书：生活化，视觉化
- 知乎：专业性，逻辑性
Adjust styles for different platforms:
- Twitter/X: Sharp viewpoints, specific data
- Weibo: Emotional, easy to spread
- Xiaohongshu: Life-oriented, visual
- Zhihu: Professional, logical
系列选题规划
Series Topic Planning
将一个大主题拆解为系列内容：
- 第一篇：总览/现象观察
- 第二篇：深度分析/方法论
- 第三篇：案例详解/实操指南
- 第四篇：进阶/未来趋势
Break down a large theme into a series of content:
- First article: Overview/phenomenon observation
- Second article: In-depth analysis/methodology
- Third article: Case explanation/practical guide
- Fourth article: Advanced/future trends
常见问题
Frequently Asked Questions
Q：如何判断用哪种策略？
A：优先级：扩充（有具体需求点）> 反驳（有争议性）> 延伸（需要深化）> 热点结合（有时效性）
Q：推文超过140字怎么办？
A：删除虚词、合并同义表达、用标点替代连词、保留最核心观点
Q：大纲需要多详细？
A：每个章节要有核心论点和要点列表，支撑材料可以是建议（待补充）
Q：如何提高选题吸引力？
A：使用具体数字、制造反差、提出反常识观点、结合热点、设计悬念
Q: How to choose which strategy to use?
A: Priority: Expansion (with specific demand points) > Refutation (controversial) > Extension (needs deepening) > Hot Topic Integration (time-sensitive)
Q: What if the tweet exceeds 140 characters?
A: Delete function words, merge synonymous expressions, use punctuation instead of conjunctions, retain the core viewpoint
Q: How detailed should the outline be?
A: Each chapter should have a core argument and key points list; supporting materials can be suggestions (to be supplemented)
Q: How to improve topic attractiveness?
A: Use specific numbers, create contrast, present counterintuitive viewpoints, combine with hot topics, design suspense
参考资源
Reference Resources
- 策略详解：- 四大策略的完整说明和案例
references/topic-strategies.md - 写作准则：- 推文和公众号的写作标准
references/writing-guidelines.md - 推文模板：- 推文输出格式模板
assets/template-tweet.txt - 文章模板：- 公众号大纲格式模板
assets/template-article.txt
- Strategy Details: - Complete explanations and cases of the four strategies
references/topic-strategies.md - Writing Guidelines: - Writing standards for tweets and WeChat Official Accounts
references/writing-guidelines.md - Tweet Template: - Output format template for tweets
assets/template-tweet.txt - Article Template: - Outline format template for WeChat Official Accounts
assets/template-article.txt