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#

VariableDescriptionPYTHONIOENCODINGSet to utf-8 on Windows to avoid encoding errors

Usage#

1. Technical Analysis#

bash

# 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#

bash

# 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#

bash

# 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#

bash

# 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#

bash

# 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:

yaml

# 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)#

SourceMarketsSpeedReliabilityKey RequiredSina FinanceA-share, HK, USFastHighNo ✅AkshareA-share, HK, USMediumHighNo ✅Yahoo FinanceA-share, HK, USMediumMediumNo ✅

Fallback order: Sina Finance → Akshare → Yahoo Finance

Analysis Output Template#

text

## 📊 {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#

MarketCode FormatExamplesShanghai AXXXXXX.SH600519.SH (贵州茅台)Shenzhen AXXXXXX.SZ000001.SZ (平安银行)Hong KongXXXX.HK0700.HK (腾讯)Shorthand (A-share)6 digits002475 (立讯精密)

Dependencies#

text

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.