content-topic-generator

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English

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Chinese

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

references/topic-strategies.md

for details):

Extension 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

assets/template-tweet.txt

模板）：

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：

references/writing-guidelines.md

的推文部分

Generate tweet content for each strategy (using the

assets/template-tweet.txt

template):

Requirements:

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

assets/template-article.txt

模板）：

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：

references/writing-guidelines.md

的公众号部分

Generate article outlines for each strategy (using the

assets/template-article.txt

template):

Title 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

undefined

Output 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}

undefined

I. {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 topics

Output:

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 discussions

Output:

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

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：
```
references/topic-strategies.md
```
- 四大策略的完整说明和案例
写作准则：
```
references/writing-guidelines.md
```
- 推文和公众号的写作标准
推文模板：
```
assets/template-tweet.txt
```
- 推文输出格式模板
文章模板：
```
assets/template-article.txt
```
- 公众号大纲格式模板

Strategy Details:
```
references/topic-strategies.md
```
- Complete explanations and cases of the four strategies
Writing Guidelines:
```
references/writing-guidelines.md
```
- Writing standards for tweets and WeChat Official Accounts
Tweet Template:
```
assets/template-tweet.txt
```
- Output format template for tweets
Article Template:
```
assets/template-article.txt
```
- Outline format template for WeChat Official Accounts