An LLM-based intelligent analysis Skill for A-shares/Hong Kong stocks/US stocks, providing technical analysis and AI decision recommendations.
Features
- Multi-market support - A-shares, Hong Kong stocks, US stocks
- Technical analysis - MA5/10/20, MACD, RSI, bias ratio
- Trend trading - Bullish alignment judgment, buy signal scoring
- AI decision-making - DeepSeek/Gemini/OpenAI in-depth analysis
- Data source integration - Optional market-data skill
Quick start
from scripts.analyzer import analyze_stock, analyze_stocks
Single analysis
result = analyze_stock('600519') print(result['ai_analysis']['operation_advice'])
Batch analysisresults = analyze_stocks(['600362', '601318', '159892'])
## 配置
1. 复制配置模板:
```bash
cp config.example.json config.json
- Fill in the DeepSeek API Key:
{
"ai": {
"provider": "openai",
"api_key": "sk-your-deepseek-key",
"base_url": "https://api.deepseek.com/v1",
"model": "deepseek-chat"
}
}
- (Optional) Enable the market-data skill data source:
{
"data": {
"use_market_data_skill": true,
"market_data_skill_path": "../market-data"
}
}
Return data
{
'code': '600519',
'name': '贵州茅台',
'technical_indicators': {
'trend_status': '强势多头',
'ma5': 1500.0, 'ma10': 1480.0, 'ma20': 1450.0,
'bias_ma5': 2.5,
'macd_status': '金叉',
'rsi_status': '强势买入',
'buy_signal': '买入',
'signal_score': 75
},
'ai_analysis': {
'sentiment_score': 75,
'operation_advice': '买入',
'confidence_level': '高',
'target_price': '1550',
'stop_loss': '1420'
}
}
Project information
- Open source license: MIT
- Project URL: https://github.com/yourusername/stock-daily-analysis
- Original project: https://github.com/ZhuLinsen/daily_stock_analysis
⚠️ Disclaimer: This project is for learning and research purposes only and does not constitute investment advice. The stock market carries risks, and investment requires caution.