akshare-stock

name	akshare-stock
description	A-share stock market data via AkShare/Tencent. Real-time quotes, historical data, sector analysis, capital flow, and more.
metadata	{"openclaw":{"requires":{"bins":["python3"]},"install":[{"id":"python-packages","kind":"pip","packages":["akshare","pandas","requests"]}]}}

akshare-stock

Comprehensive A-share stock data skill powered by AkShare and Tencent Finance.

Setup

Install dependencies:

pip install akshare pandas requests

Features

Core Features

• Real-time stock quotes
• Stock search by name/code
• Historical price data
• Stock list with filters

Advanced Features

• Sector/Industry analysis
• Capital flow (资金流向)
• Dragon Tiger List (龙虎榜)
• Fund data (ETF/LOF)

Commands

Real-time Quote

python scripts/stock_quote_tx.py <stock_code>

Stock Search

python scripts/stock_search_tx.py <keyword>

Stock List

python scripts/stock_list.py
python scripts/stock_list.py --market sh --limit 30
python scripts/stock_list.py --type etf

Sector/Industry Analysis

python scripts/stock_sector.py              # List all sectors
python scripts/stock_sector.py 半导体        # Get sector stocks
python scripts/stock_sector.py 银行

Capital Flow

python scripts/stock_capital.py
python scripts/stock_capital.py --market sh --limit 30

Dragon Tiger List

python scripts/stock_lhb.py                 # Today's data
python scripts/stock_lhb.py 20250311        # Specific date

Stock Code Format

• Shanghai: 600000 (6xxxxx)
• Shenzhen: 000001 (0xxxxx)
• ChiNext: 300001 (3xxxxx)
• STAR Market: 688001 (688xxx)
• Beijing: 8xxxxx, 4xxxxx

Examples

# Real-time quotes
python scripts/stock_quote_tx.py 600519
python scripts/stock_quote_tx.py 000001

# Search
python scripts/stock_search_tx.py 茅台
python scripts/stock_search_tx.py 银行

# Stock list
python scripts/stock_list.py --market sz --limit 20

# Sector analysis
python scripts/stock_sector.py 半导体
python scripts/stock_sector.py 新能源

# Capital flow
python scripts/stock_capital.py --limit 20

# Dragon Tiger List
python scripts/stock_lhb.py

File Structure

akshare-stock/
├── SKILL.md
└── scripts/
    ├── stock_quote_tx.py      # Real-time quote (Tencent)
    ├── stock_search_tx.py     # Stock search (Tencent)
    ├── stock_list.py          # Stock list with filters
    ├── stock_sector.py        # Sector/Industry analysis
    ├── stock_capital.py       # Capital flow
    ├── stock_lhb.py           # Dragon Tiger List
    ├── stock_quote.py         # Real-time quote (AkShare)
    ├── stock_hist.py          # Historical data (AkShare)
    └── stock_search.py        # Stock search (AkShare)

Data Sources

• Tencent Finance: Real-time quotes, stock search (stable, fast)
• AkShare: Sector data, capital flow, Dragon Tiger List (East Money)

Popular Sectors

半导体, 银行, 白酒, 新能源, 医药, 房地产, 汽车, 人工智能, 芯片, 5G

Notes

• Tencent APIs work without registration
• AkShare may be blocked in some network environments
• Dragon Tiger data available for trading days only
• Data is for reference only, not investment advice