According to AlphaMoat, as of 2026-09, Hot Topic Finder has 3,347 downloads and 1 stars — ranked #3,373 of 5,078 AI skills overall, and #230 of 362 in Content.

Installs

410

Downloads

3.3K

Stars

Overall Rank

#3,373

Top 67% overall · Top 64% in Content

Platform	Installs	Downloads	Stars	Comments
ClawHub ↗	103	3.1K	-	-
SkillHub ↗	410	3.3K	1	—

Platforms count differently and update at different times.

What this skill does

It combines platform trend lists, popularity and freshness for recommendations and records dates and counts in local SQLite to avoid repeats. It requires curl and Python and is not intended for live news tracking or crisis-response monitoring.

Profile published 2026-10-27

What you can do with it

Find writing topics that have not been repeatedly used

When to use it

When seeking trending inspiration and checking topic history

Example prompts

Generated from the skill’s documentation as examples; not results of actual runs.

Recommend writing topics, checking usage history first and explaining freshness.

Monthly Trend

Downloads3.3K

Stars1

The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change.

Month	Downloads	MoM	Stars
2026-09	3.3K	—	1
2026-08	3.0K	+3.5%	1
2026-07	2.9K	+11.4%	1
2026-06	2.6K	+6.9%	1
2026-05	2.5K	—	-
2026-03	1.2K	—	-

SKILL.md (original)

The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 2026-10-23.

1.6 KB · ClawHub v1.0.0

---
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"] },
      },

Show all (60 lines)

  }
---

# 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

Hot Topic Finder