# Hot Monitor

AI hotspot monitoring and trending topic discovery across multiple sources (Bing...

- Repository: https://github.com/liyupi/yupi-hot-monitor (724 stars)
- Category: Engineering
- License: see repository
- Last updated: 2026-04-16
- Runs scripts: yes, review before use

## Install

Claude Code: `npx skills add liyupi/yupi-hot-monitor --skill hot-monitor -g -a claude-code -y`
Codex: `npx skills add liyupi/yupi-hot-monitor --skill hot-monitor -g -a codex -y`
Cursor: `npx skills add liyupi/yupi-hot-monitor --skill hot-monitor -g -a cursor -y`
Gemini CLI: `npx skills add liyupi/yupi-hot-monitor --skill hot-monitor -g -a gemini-cli -y`

## Description

AI hotspot monitoring and trending topic discovery across multiple sources (Bing, Google, DuckDuckGo, HackerNews, Sogou, Bilibili, Weibo, Twitter). Use when users ask about: trending news, hot topics, latest developments in a field, monitoring keywords, tech/AI news discovery, generating hotspot reports, "最近有什么热点", "帮我关注XX动态", "查一下XX最新消息", "生成热点报告", "monitor XX", "what's trending in XX", or any request to search/track/discover current events and trending content across Chinese and international platforms.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# Hot Monitor, AI 热点监控技能

Search and analyze trending topics across 8+ sources without any server or database. Scripts handle data collection; use your own AI capabilities for analysis.

## Quick Start

All scripts are in `scripts/`. Install dependencies first:

```bash
pip install requests beautifulsoup4
```

Set optional env vars for Twitter (other sources need no keys):
```bash
export TWITTER_API_KEY=your_key   # optional, for Twitter search
```

## Core Workflow

### 1. Understand User Intent

Determine what the user needs:
- **Broad discovery**: "最近AI有什么热点" → search multiple sources with broad keywords
- **Specific tracking**: "帮我关注GPT-5动态" → targeted search with specific keyword
- **Report generation**: "生成今日热点报告" → full pipeline + formatted output

### 2. Execute Search

Run search scripts based on scope. Always combine international + Chinese sources for comprehensive coverage.

**International sources** (no API keys needed):
```bash
python scripts/search_web.py "AI programming" --sources bing,hackernews,duckduckgo
```

**Chinese sources** (no API keys needed):
```bash
python scripts/search_china.py "AI编程" --sources sogou,bilibili,weibo
```

**Twitter** (requires `TWITTER_API_KEY`):
```bash
python scripts/search_twitter.py "AI programming"
```

All scripts output JSON to stdout. Combine results for multi-source analysis.

### 3. Analyze Results

After collecting search results, apply the analysis framework yourself (no external AI API needed). For each result, evaluate:

1. **Authenticity** (`isReal`): Is this genuine news or clickbait/rumor?
2. **Relevance** (0-100): How related is this to the user's interest area?
3. **Importance** (low/medium/high/urgent): How significant is this development?
4. **Summary**: One-sentence Chinese summary of the core information

See [references/analysis-guide.md](references/analysis-guide.md) for detailed evaluation criteria.

### 4. Present Results

The rest: https://github.com/liyupi/yupi-hot-monitor/blob/HEAD/skills/hot-monitor/SKILL.md