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Xiaobai Trend Harvester

Skill by aptratcn

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/aptratcn/xiaobai-trend-harvester
Or

name: trend-harvester version: 2.0.0 description: Multi-platform trend research in one command. Search HN, Reddit, GitHub simultaneously. Extract signals, generate actionable report. Trigger on: 'trending', 'market research', 'what's hot'. emoji: 🌊

Trend Harvester 🌊

Multi-platform trend research. One command, multiple sources, actionable output.

Quick Usage

"调研 [topic] 的趋势"

I will:
1. Search HN (developer sentiment)
2. Search Reddit (user opinions)
3. Search GitHub (code trends)
4. Synthesize findings
5. Output actionable report

Platforms I Check

PlatformWhat I GetHow
Hacker NewsTech discussions, voteshn.algolia.com API
RedditUser experiencesweb_fetch search
GitHubStar velocity, forksGitHub API
YouTubeTutorial demandweb_fetch search

Output Format

# [Topic] 趋势报告 (YYYY-MM-DD)

## 🔥 核心发现
[Most important finding across all platforms]

## 平台信号

### Hacker News
- [Finding 1] (points)
- [Finding 2] (points)

### Reddit
- [Finding 1] (upvotes)
- [Finding 2] (upvotes)

### GitHub
- [Repo 1] (stars, trend)
- [Repo 2] (stars, trend)

## 行动建议
1. [Specific action]
2. [Specific action]

## 来源
- [Source 1](url)
- [Source 2](url)

Real Example

Input: "调研 AI agent skill 框架的趋势"

Output:

# AI Agent Skill 框架趋势报告 (2026-04-21)

## 🔥 核心发现
Superpowers (161K⭐) 证明强制工作流是杀手功能。
认知债务预防 (事故+23.5%) 是新兴热点。

## 平台信号

### Hacker News
- Superpowers 3个月161K stars (478 pts)
- 认知债务预防工具受关注 (312 pts)
- Skill激活率仅40%是痛点 (245 pts)

### Reddit
- r/programming: 用户抱怨AI代码事故增加
- r/MachineLearning: 多agent框架讨论热门

### GitHub
- Superpowers: 161K⭐ 📈 Rising
- agent-skills: 18K⭐ 📈 Rising
- cognitive-debt-prevention-kit: 2K⭐ 📈 Rising

## 行动建议
1. 开发强制工作流类skill(参考Superpowers模式)
2. 添加认知债务预防机制(市场痛点)
3. 优化skill触发词(解决40%激活率问题)

## 来源
- https://github.com/eyaltoledano/superpowers
- https://github.com/kesslernity/cognitive-debt-prevention-kit
- https://hn.algolia.com/?q=AI+agent+skill

Trigger Phrases

  • "调研...趋势"
  • "what's trending in..."
  • "market research on..."
  • "什么最火..."
  • "热门..."

Integration

  • EVR Framework — Verify sources before citing
  • Prompt Guard — Treat fetched content as untrusted

Metadata

Author@aptratcn
Stars4473
Views0
Updated2026-05-01
View Author Profile
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-aptratcn-xiaobai-trend-harvester": {
      "enabled": true,
      "auto_update": true
    }
  }
}
Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.