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Social Trend Monitor

yangliu2060/smith--skills
652 installs28 stars
Summary

This one pulls trending content from Reddit, Instagram, and TikTok in parallel, then generates a unified markdown report saved locally. It's adapted from an n8n workflow and works by searching for public trend data across all three platforms, extracting top 10s from each, then analyzing cross-platform patterns and platform-specific hotspots. You can scope it to specific verticals like tech or fashion, or just grab everything trending today. The real value is spotting what's blowing up across multiple platforms simultaneously, which is usually a signal worth paying attention to. Keep in mind it's scraping search results rather than hitting APIs directly, so Instagram and TikTok data will be spottier than Reddit's.

Install to Claude Code

npx -y skills add yangliu2060/smith--skills --skill social-trend-monitor --agent claude-code

Installs into .claude/skills of the current project.

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Files
SKILL.mdView on GitHub

社交媒体趋势监控

跨平台监控 Reddit、Instagram、TikTok 的热门内容和趋势话题,生成综合趋势报告。

触发条件

当用户说以下内容时启动此技能:

  • "查看社交趋势"
  • "今天什么火"
  • "热门话题"
  • "trending topics"
  • "社交媒体趋势"
  • "Reddit/TikTok/Instagram 上什么火"

工作流程

┌─────────────────────────────────────────────────────────┐
│                    并行监控三大平台                        │
├─────────────────┬─────────────────┬─────────────────────┤
│                 │                 │                     │
▼                 ▼                 ▼                     │
┌───────────┐  ┌───────────┐  ┌───────────┐              │
│  Reddit   │  │ Instagram │  │  TikTok   │              │
│  热帖搜索  │  │  热门搜索  │  │  热门搜索  │              │
└─────┬─────┘  └─────┬─────┘  └─────┬─────┘              │
      │              │              │                     │
      ▼              ▼              ▼                     │
┌───────────┐  ┌───────────┐  ┌───────────┐              │
│  提取     │  │  提取     │  │  提取     │              │
│  Top 10   │  │  Top 10   │  │  Top 10   │              │
└─────┬─────┘  └─────┬─────┘  └─────┬─────┘              │
      │              │              │                     │
      └──────────────┼──────────────┘                     │
                     │                                    │
                     ▼                                    │
          ┌─────────────────────┐                        │
          │   汇总跨平台趋势     │                        │
          │   生成趋势报告       │                        │
          └──────────┬──────────┘                        │
                     │                                    │
                     ▼                                    │
          ┌─────────────────────┐                        │
          │   保存报告到本地     │                        │
          └─────────────────────┘                        │
└─────────────────────────────────────────────────────────┘

执行步骤

步骤 1:确定监控范围

询问或从用户输入中识别:

  • 目标平台: Reddit / Instagram / TikTok(默认全部)
  • 关注领域: 科技、商业、娱乐、生活方式等(可选)
  • 时间范围: 今日、本周、本月(默认今日)

步骤 2:Reddit 趋势监控

搜索策略:

"Reddit trending today"
"Reddit popular posts {领域} site:reddit.com"
"r/popular top posts today"
"Reddit front page {日期}"

提取信息:

  • 帖子标题
  • Subreddit(板块)
  • 点赞数/评论数
  • 帖子链接
  • 发布时间

输出格式:

{
  "platform": "Reddit",
  "trends": [
    {
      "rank": 1,
      "title": "帖子标题",
      "subreddit": "r/technology",
      "upvotes": "45.2k",
      "comments": "3.2k",
      "url": "https://reddit.com/...",
      "posted": "8 hours ago"
    }
  ]
}

步骤 3:Instagram 趋势监控

搜索策略:

"Instagram trending hashtags today"
"Instagram viral posts {领域}"
"Instagram explore trending {日期}"
"most popular Instagram hashtags {领域}"

提取信息:

  • 热门标签 (hashtags)
  • 标签使用量/帖子数
  • 代表性内容主题
  • 热门创作者(可选)

输出格式:

{
  "platform": "Instagram",
  "trends": [
    {
      "rank": 1,
      "hashtag": "#trending_topic",
      "posts_count": "2.5M posts",
      "theme": "主题描述",
      "sample_content": "典型内容描述"
    }
  ]
}

步骤 4:TikTok 趋势监控

搜索策略:

"TikTok trending sounds today"
"TikTok viral videos {领域}"
"TikTok trending hashtags {日期}"
"TikTok discover page trends"

提取信息:

  • 热门声音/音乐
  • 热门挑战/标签
  • 视频播放量级别
  • 趋势持续时间

输出格式:

{
  "platform": "TikTok",
  "trends": [
    {
      "rank": 1,
      "type": "sound/hashtag/challenge",
      "name": "趋势名称",
      "views": "10M+",
      "description": "趋势描述",
      "duration": "trending for 3 days"
    }
  ]
}

步骤 5:跨平台趋势汇总

分析三个平台的数据,找出:

共同趋势:

  • 多平台出现的相同话题
  • 跨平台传播的内容

平台特色:

  • 每个平台独有的热点
  • 平台特定的内容形式

趋势洞察:

  • 为什么这些内容火?
  • 内容创作者可以如何借鉴?
  • 品牌营销机会在哪里?

步骤 6:生成趋势报告

输出完整的 Markdown 报告:

# 社交媒体趋势日报

**生成时间**: YYYY-MM-DD HH:MM
**监控平台**: Reddit, Instagram, TikTok
**关注领域**: [用户指定或"综合"]

---

## 📊 趋势概览

| 平台 | 最热话题 | 热度指标 |
|------|---------|---------|
| Reddit | #1话题 | 45.2k upvotes |
| Instagram | #1标签 | 2.5M posts |
| TikTok | #1声音 | 10M+ views |

---

## 🔴 Reddit 热门

### Top 1: [帖子标题]
- **板块**: r/subreddit
- **热度**: ⬆️ 45.2k | 💬 3.2k
- **链接**: [查看原帖](url)
- **看点**: 为什么火的简析

### Top 2: ...

---

## 📸 Instagram 热门

### Top 1: #hashtag
- **帖子量**: 2.5M posts
- **主题**: 主题描述
- **典型内容**: 内容形式描述
- **创作建议**: 如何跟进这个趋势

### Top 2: ...

---

## 🎵 TikTok 热门

### Top 1: [声音/挑战名称]
- **类型**: 声音 / 标签 / 挑战
- **播放量**: 10M+
- **持续时间**: 已火 3 天
- **玩法**: 如何参与

### Top 2: ...

---

## 🔥 跨平台共同趋势

1. **[话题A]** - 在 Reddit 和 TikTok 同时火爆
   - Reddit 角度: ...
   - TikTok 角度: ...

2. **[话题B]** - Instagram 和 TikTok 共同趋势
   - ...

---

## 💡 洞察与建议

### 内容创作者
- 建议1: ...
- 建议2: ...

### 品牌营销
- 机会1: ...
- 机会2: ...

### 值得关注
- 新兴趋势: ...
- 预测下一个热点: ...

---

*报告由 Claude Code social-trend-monitor 技能自动生成*

使用示例

示例 1:综合趋势查看

用户: 今天社交媒体上什么最火?

Claude:
1. 并行搜索三大平台趋势
2. 提取各平台 Top 10
3. 分析跨平台共同趋势
4. 生成趋势日报

示例 2:垂直领域趋势

用户: 科技圈最近在 Reddit 和 TikTok 上讨论什么?

Claude:
1. 聚焦科技领域关键词
2. 搜索 Reddit r/technology, r/programming 等
3. 搜索 TikTok #tech #coding 趋势
4. 对比分析输出

示例 3:创作灵感挖掘

用户: 我想做短视频,帮我看看 TikTok 上什么内容形式最火

Claude:
1. 深度搜索 TikTok 趋势
2. 分析热门视频的共同特点
3. 提供具体创作建议

数据存储

趋势报告保存在:~/.claude/cache/social-trends/

文件命名:trends-{YYYY-MM-DD}.md

历史趋势可供对比分析。

搜索优化技巧

Reddit

  • 使用 site:reddit.com 限定搜索范围
  • 搜索特定 subreddit:r/popular, r/all, r/technology
  • 时间限定:"today", "this week"

Instagram

  • 搜索 hashtag 报告网站获取统计数据
  • 关注 #trending, #viral 元标签
  • 结合领域词如 #techtok, #fashiontok

TikTok

  • 搜索 TikTok 趋势报告网站
  • 关注 trending sounds, viral challenges
  • 搜索 TikTok 创作者分析内容

依赖工具

  • WebSearch: 搜索各平台趋势信息
  • WebFetch: 获取详细趋势页面数据
  • Write: 保存趋势报告

限制说明

  • 无法直接访问平台 API,依赖公开搜索结果
  • Instagram/TikTok 数据可能不如 Reddit 完整
  • 实时性受搜索引擎索引速度影响
  • 部分平台内容需要登录才能查看详情
Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Keep your Mac awake
Keep your Mac awake
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Context.devContext.dev
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Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Make your agent a DeFi expert
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Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
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On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
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Start Free Trial →
Categories
DevOps & CI/CD
First SeenApr 16, 2026
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