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topic-generator skill

/topic-generator

This skill generates the top10 AI topic ideas and full topic plans from hotspots, delivering event description, core angles, titles, and writing styles.

npx playbooks add skill zephyrwang6/myskill --skill topic-generator

Review the files below or copy the command above to add this skill to your agents.

Files (1)
SKILL.md
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---
name: topic-generator
description: AI选题生成工具。从采集的热点中筛选TOP10，生成完整选题方案。当用户说"生成选题"、"筛选热点"、"哪些值得写"时触发。输出包含：事件描述、核心角度、标题、写作方式。
---

# Topic Generator - 选题生成

## 生成流程

1. **接收热点列表**（来自topic-collector）
2. **评估筛选**：按选题价值打分
3. **输出TOP10**：完整选题方案

## 筛选标准

### 必须满足
- AI相关（Vibe Coding / Claude / AI工具 / AI模型）
- 有明确的用户价值（能学到/能用到/能思考）
- 国内用户能理解和关注

### 加分项
| 维度 | 高分 | 低分 |
|------|------|------|
| 热度 | 讨论量大、增长快 | 冷门、无人问津 |
| 时效 | 24小时内 | 超过3天 |
| 独特性 | 有新角度可挖 | 已被写烂 |
| 可操作 | 能给出具体方法 | 纯概念讨论 |

## 写作方式分类

根据内容特点选择：

1. **干货教程** - 有具体步骤可复现
2. **产品体验** - 新产品/新功能测评
3. **观点分享** - 趋势分析/行业洞察
4. **新技术突破** - 重大更新/技术解读

## 输出格式

每个选题输出：

```markdown
### 选题 N：[标题]

**事件描述**
一句话说清楚发生了什么

**核心角度**
为什么值得写？独特切入点是什么？

**推荐标题**（3个备选）
1. 标题A
2. 标题B
3. 标题C

**写作方式**：干货教程 / 产品体验 / 观点分享 / 新技术突破

**预估热度**：⭐⭐⭐⭐⭐（1-5星）

**不写的风险**：错过什么？（可选）
```

## 选题公式参考

### 工具测评型
- 用了X天[工具]，我发现[意外收获]
- [工具]的隐藏功能，90%的人不知道

### 方法论型
- 我用[方法]搞定了[问题]的完整流程
- [数字]个让[场景]效率翻倍的技巧

### 热点结合型
- [热点]爆火，但大家忽略了这一点
- 从[热点]看AI编程的未来

### 反共识型
- 别再[常见做法]了
- 为什么我不推荐[热门事物]

### 经验复盘型
- 做了[数字]个[事情]后，我总结的[数字]条教训
- 如果重来一次，我会[改变]

## 质量检查

生成后自检：
- [ ] 标题有冲突感？（数字、对比、反差、疑问）
- [ ] 读者有痛点？
- [ ] 我有独特视角？
- [ ] 有具体案例？
- [ ] 能引发讨论？

5条全中 = 必写 | 3-4条 = 可写 | <3条 = 再想想

Overview

This skill is a topic generator that filters a collected list of AI-related trends and produces a TOP10 list of fully formed article ideas. It evaluates candidate topics by user value, timeliness, uniqueness, and actionability, then outputs event description, core angle, titles, and recommended writing style for each pick. Triggered by phrases like "generate topics", "filter hot topics", or "which are worth writing".

How this skill works

The skill receives a stream of hot items from a collector, scores each item against mandatory and bonus criteria, and picks the top ten by combined score. For each selected topic it creates a compact brief: one-line event description, unique editorial angle, three title options, recommended writing style, estimated heat level, and optional risk of not covering it. It self-checks each brief against a five-point quality checklist before output.

When to use it

  • You have a list of recent AI-related headlines and need ready-to-publish ideas.
  • Planning an editorial calendar and want high-impact, audience-centered topics.
  • Deciding which trending items are worth deeper coverage versus ignoring.
  • Generating concrete article briefs for writers or content teams.
  • Quickly producing title variants and framing suggestions for social posts.

Best practices

  • Feed the skill fresh, high-quality hot items (ideally within 24 hours) for best results.
  • Prioritize topics that show clear user value: teach, enable, or provoke thought.
  • Prefer items with actionable takeaways so briefs can suggest reproducible steps.
  • Validate unique angles by checking existing coverage to avoid overdone topics.
  • Use the recommended writing style (tutorial, review, opinion, tech deep-dive) to match reader expectations.

Example use cases

  • Turn a list of AI product launches into ten publishable article briefs with titles and formats.
  • Filter community-sourced trend alerts to identify the most write-worthy items for the week.
  • Generate quick how-to or tutorial topics when you need hands-on content for developers.
  • Produce contrarian or insight-driven angles to spark debate and higher engagement.
  • Create a draft editorial slate for a newsletter focused on Claude, Vibe Coding, or AI tooling.

FAQ

What topics qualify for selection?

Only AI-related items with clear user value and relevance to the target audience are eligible; timeliness and uniqueness boost score.

How are heat and priority estimated?

Heat is scored by recent activity, growth, uniqueness, and whether the topic supports concrete, actionable content.