Xia China Stock Analysis

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.

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.