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BytesAgain › Skills › Xia China Stock Analysis
🦀 ClawHub

Xia China Stock Analysis

by @oldairman

Comprehensive A-share & HK stock analysis toolkit for OpenClaw agents. Technical indicators (MA/MACD/RSI/KDJ/BOLL), multi-source data (Eastmoney API, Akshare...

Versionv1.0.0
Downloads476
#requires-sensitive-credentials#clawhub
TERMINAL
clawhub install xia-china-stock

📖 About This Skill

name: china-stock-analysis description: Comprehensive A-share & HK stock analysis toolkit for OpenClaw agents. Technical indicators (MA/MACD/RSI/KDJ/BOLL), multi-source data (Eastmoney API, Akshare, Yahoo Finance), news aggregation, portfolio watchlist, and integrated reports. Activate when user asks about Chinese stock analysis, technical indicators, market trends, or investment research. metadata: { "emoji": "📈", "requires": {}, "install": [ { "id": "pip-deps", "kind": "pip", "packages": ["pandas", "numpy", "requests"], "label": "Install Python dependencies" } ] }

China Stock Analysis v1.0

A comprehensive stock analysis toolkit for Chinese A-share and Hong Kong markets. Provides technical indicators, financial data queries, news aggregation, and integrated analysis reports.

Features

  • 📊 Technical Indicators — MA, MACD, RSI, KDJ, Bollinger Bands, Volume
  • 📡 Multi-Source Data — Eastmoney MX API, Akshare, Yahoo Finance with auto-fallback
  • 📰 News Aggregation — Multi-source stock news search
  • 👀 Watchlist + Alerts — Track stocks with price targets and signal alerts
  • 📋 Integrated Reports — One-command comprehensive analysis with natural language output
  • ⚡ Daily Automation — Cron-ready daily close analysis scripts

    • Configuration

    No API Key Required!

    This skill uses 100% free data sources — no registration or API keys needed:

  • Sina Finance — Real-time quotes + historical K-line (primary)
  • Akshare — A-share market data (fallback)
  • Yahoo Finance — Global market data (fallback)

    • Optional Environment Variables

    | Variable | Description | |----------|-------------| | PYTHONIOENCODING | Set to utf-8 on Windows to avoid encoding errors |

    Usage

    1. Technical Analysis

    # A-share stock (6-digit code)
python {baseDir}/scripts/technical_indicators.py 002475
python {baseDir}/scripts/technical_indicators.py 600519
    Specify data source
    
python {baseDir}/scripts/technical_indicators.py 002475 --source eastmoney
python {baseDir}/scripts/technical_indicators.py 002475 --source akshare
python {baseDir}/scripts/technical_indicators.py 002475.SZ --source yahoo
    JSON output for automation
    
python {baseDir}/scripts/technical_indicators.py 002475 --format json

    Output includes:

  • MA (5/10/20/60/120/250) with alignment status
  • MACD (DIF/DEA/histogram) with crossover detection
  • RSI (6/14/24) with overbought/oversold signals
  • KDJ with crossover detection
  • Bollinger Bands (upper/mid/lower, bandwidth, position)
  • Volume analysis (volume ratio, price-volume relationship)
  • Composite trend score (-100 to 100) with signal summary

    • 2. Integrated Analysis Report

    # Full analysis (technical + news + recommendation)
python {baseDir}/scripts/integrated_analysis.py 002475
    With explicit stock name
    
python {baseDir}/scripts/integrated_analysis.py 002475 --name 立讯精密
    Multiple stocks
    
python {baseDir}/scripts/integrated_analysis.py 002475 002594 600938
    Daily close analysis (reads watchlist)
    
python {baseDir}/scripts/daily_close_analysis.py
python {baseDir}/scripts/daily_close_analysis.py --stocks 002475.立讯精密 002594.比亚迪

    Report includes:

  • Technical indicators summary
  • Key support/resistance levels
  • Recent news and catalysts
  • Buy/Hold/Sell recommendation with rationale
  • Risk warnings

    • 3. Real-time Quote

    # Single stock quote
python {baseDir}/scripts/sina_finance.py 002475 --mode quote
    Historical K-line
    
python {baseDir}/scripts/sina_finance.py 002475 --mode kline --period 6mo
    Batch quotes (multiple stocks in one request)
    
python {baseDir}/scripts/sina_finance.py --mode batch --symbols 002475 002594 600519

    4. News Search

    # Search stock news
python {baseDir}/scripts/news_search.py "立讯精密 最新消息"
    Search with date range
    
python {baseDir}/scripts/news_search.py "比亚迪" --days 7

    5. Watchlist Management

    # Add stock to watchlist
python {baseDir}/scripts/watchlist.py add 002475 --name 立讯精密
    Add with price alert
    
python {baseDir}/scripts/watchlist.py add 002475 --name 立讯精密 --target 45.00 --stop 30.00
    View watchlist
    
python {baseDir}/scripts/watchlist.py list
    Check alerts
    
python {baseDir}/scripts/watchlist.py check

    Cron Integration

    For automated daily analysis, set up cron jobs:

    # Pre-market analysis (09:15 weekdays)

  • cron: "15 9 * * 1-5"
    • 
  command: "python {baseDir}/scripts/integrated_analysis.py 002475 002594 600938 --mode pre-market"
    Morning summary (11:35 weekdays)
    

  • cron: "35 11 * * 1-5"
    • 
  command: "python {baseDir}/scripts/daily_close_analysis.py --mode morning"
    Close analysis (15:05 weekdays)
    

  • cron: "5 15 * * 1-5"
    • 
  command: "python {baseDir}/scripts/daily_close_analysis.py"

    Data Sources (All Free, No API Key)

    | Source | Markets | Speed | Reliability | Key Required | |--------|---------|-------|-------------|---------------| | Sina Finance | A-share, HK, US | Fast | High | No ✅ | | Akshare | A-share, HK, US | Medium | High | No ✅ | | Yahoo Finance | A-share, HK, US | Medium | Medium | No ✅ |

    Fallback order: Sina Finance → Akshare → Yahoo Finance

    Analysis Output Template

    ## 📊 {股票名称}({代码}) 综合分析
    📈 技术指标概览
    
| 指标 | 数值 | 信号 |
|------|------|------|
| MA趋势 | 多头/空头排列 | 🟢/🔴 |
| MACD | DIF/DEA/柱状 | 金叉/死叉 |
| RSI(14) | XX | 超买/超卖/中性 |
| KDJ | K/D/J值 | 金叉/死叉 |
| 布林带 | 上/中/下轨 | 位置判断 |
| 综合评分 | XX/100 | 强看多→强看空 |
    📰 近期资讯
    

  • ...
    • 💡 投资建议
    
建议：买入/持有/卖出

  • 理由：...
    • 

  • 关键位：支撑 XX / 压力 XX
    • 

  • 风险：...
    • ⚠️ 以上分析仅供参考，不构成投资建议。投资有风险，入市需谨慎。

    Supported Markets

    | Market | Code Format | Examples | |--------|-------------|---------| | Shanghai A | XXXXXX.SH | 600519.SH (贵州茅台) | | Shenzhen A | XXXXXX.SZ | 000001.SZ (平安银行) | | Hong Kong | XXXX.HK | 0700.HK (腾讯) | | Shorthand (A-share) | 6 digits | 002475 (立讯精密) |

    Dependencies

    pandas>=1.5
numpy>=1.24
requests>=2.28
akshare>=1.10   # optional fallback, recommended
yfinance>=0.2    # optional fallback, recommended

    Limitations

  • A-share data may have 15-20 min delay on some sources
  • MX API requires valid API key (free tier available)
  • Hong Kong stock coverage varies by data source
  • Technical indicators based on historical data, not predictive

    • Disclaimer

    ⚠️ NOT FINANCIAL ADVICE. For informational purposes only. Consult a licensed financial advisor before making investment decisions.

    💡 Examples

    1. Technical Analysis

    # A-share stock (6-digit code)
python {baseDir}/scripts/technical_indicators.py 002475
python {baseDir}/scripts/technical_indicators.py 600519
    Specify data source
    
python {baseDir}/scripts/technical_indicators.py 002475 --source eastmoney
python {baseDir}/scripts/technical_indicators.py 002475 --source akshare
python {baseDir}/scripts/technical_indicators.py 002475.SZ --source yahoo
    JSON output for automation
    
python {baseDir}/scripts/technical_indicators.py 002475 --format json

    Output includes:

  • MA (5/10/20/60/120/250) with alignment status
  • MACD (DIF/DEA/histogram) with crossover detection
  • RSI (6/14/24) with overbought/oversold signals
  • KDJ with crossover detection
  • Bollinger Bands (upper/mid/lower, bandwidth, position)
  • Volume analysis (volume ratio, price-volume relationship)
  • Composite trend score (-100 to 100) with signal summary

    • 2. Integrated Analysis Report

    # Full analysis (technical + news + recommendation)
python {baseDir}/scripts/integrated_analysis.py 002475
    With explicit stock name
    
python {baseDir}/scripts/integrated_analysis.py 002475 --name 立讯精密
    Multiple stocks
    
python {baseDir}/scripts/integrated_analysis.py 002475 002594 600938
    Daily close analysis (reads watchlist)
    
python {baseDir}/scripts/daily_close_analysis.py
python {baseDir}/scripts/daily_close_analysis.py --stocks 002475.立讯精密 002594.比亚迪

    Report includes:

  • Technical indicators summary
  • Key support/resistance levels
  • Recent news and catalysts
  • Buy/Hold/Sell recommendation with rationale
  • Risk warnings

    • 3. Real-time Quote

    # Single stock quote
python {baseDir}/scripts/sina_finance.py 002475 --mode quote
    Historical K-line
    
python {baseDir}/scripts/sina_finance.py 002475 --mode kline --period 6mo
    Batch quotes (multiple stocks in one request)
    
python {baseDir}/scripts/sina_finance.py --mode batch --symbols 002475 002594 600519

    4. News Search

    # Search stock news
python {baseDir}/scripts/news_search.py "立讯精密 最新消息"
    Search with date range
    
python {baseDir}/scripts/news_search.py "比亚迪" --days 7

    5. Watchlist Management

    # Add stock to watchlist
python {baseDir}/scripts/watchlist.py add 002475 --name 立讯精密
    Add with price alert
    
python {baseDir}/scripts/watchlist.py add 002475 --name 立讯精密 --target 45.00 --stop 30.00
    View watchlist
    
python {baseDir}/scripts/watchlist.py list
    Check alerts
    
python {baseDir}/scripts/watchlist.py check

    ⚙️ Configuration

    No API Key Required!

    This skill uses 100% free data sources — no registration or API keys needed:

  • Sina Finance — Real-time quotes + historical K-line (primary)
  • Akshare — A-share market data (fallback)
  • Yahoo Finance — Global market data (fallback)

    • Optional Environment Variables

    | Variable | Description | |----------|-------------| | PYTHONIOENCODING | Set to utf-8 on Windows to avoid encoding errors |