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Hot Topic Finder

ASecurity

发现并追踪热点话题,自动去重,支持多平台热榜监控。Use when: (1) 寻找创作灵感或热点话题,(2) 检查话题是否已使用过,(3) 监控微博/知乎/抖音等平台热榜,(4) 需要话题推荐时。NOT for: 实时新闻追踪、舆情危机处理。

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  • Added September 7, 2026
databasespythonbashsql

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A100/100

Pro scans all 6 files and shows the line behind each finding

Scanned September 7, 2026

npx -y skills add modbender/skill-library-mcp --skill hot-topic-finder --agent claude-code

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SKILL.md
---
name: hot-topic-finder
description: "发现并追踪热点话题,自动去重,支持多平台热榜监控。Use when: (1) 寻找创作灵感或热点话题,(2) 检查话题是否已使用过,(3) 监控微博/知乎/抖音等平台热榜,(4) 需要话题推荐时。NOT for: 实时新闻追踪、舆情危机处理。"
metadata:
  {
    "openclaw":
      {
        "emoji": "🔥",
        "requires": { "bins": ["curl", "python3"] },
      },
  }
---

# Hot Topic Finder

自动发现热点话题,智能去重,追踪使用历史。

## 核心功能

1. **热点发现**:从多平台获取热门话题
2. **话题去重**:检查话题是否已使用,避免重复
3. **历史追踪**:记录话题使用日期和次数
4. **智能推荐**:根据热度 + 新鲜度推荐话题

## 使用场景

✅ **适合:**
- "帮我找个热点话题写文章"
- "今天有什么热门事件"
- "这个话题我之前写过吗"
- "推荐几个新鲜话题"

## 快速开始

```bash
# 查找热点话题
python3 {baseDir}/scripts/find_topics.py --count 10

# 检查话题是否已使用
python3 {baseDir}/scripts/check_topic.py "房价下跌趋势"

# 标记话题已使用
python3 {baseDir}/scripts/mark_topic.py "房价下跌趋势" --heat 560000

# 获取智能推荐
python3 {baseDir}/scripts/recommend.py --count 5

# 查看使用历史
python3 {baseDir}/scripts/topic_history.py --days 30
```

## 数据存储

话题历史存储在 SQLite 数据库:`~/.openclaw/data/topic_history.db`

## 去重规则

1. **24小时内**:同一话题只能使用 1 次
2. **7天内**:同一话题最多使用 2 次
3. **30天内**:同一话题最多使用 3 次

Files in this skill

  • SKILL.md1.7 KB
  • scripts/check_topic.py1.1 KB
  • scripts/find_topics.py2.4 KB
  • scripts/mark_topic.py1.4 KB
  • scripts/recommend.py445 B
  • scripts/topic_history.py838 B

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