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:

pip install requests beautifulsoup4

Set optional env vars for Twitter (other sources need no keys):

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):

python scripts/search_web.py "AI programming" --sources bing,hackernews,duckduckgo

Chinese sources (no API keys needed):

python scripts/search_china.py "AI编程" --sources sogou,bilibili,weibo

Twitter (requires TWITTER_API_KEY):

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 for detailed evaluation criteria.

4. Present Results