a-share-skill

中文文档 / Chinese README: README.zh.md

A collection of A-share (China Shanghai/Shenzhen) data-analysis, trend-pullback strategy, and paper-trading skills for AI tools — built for stock analysis, quant trading, paper trading, and A-share workflows:

• a-share-data: market data query and analysis
• a-share-strategy-mainboard-multi-swing-defensive: main-board trend-pullback signals
• a-share-strategy-allmarket-multi-swing-defensive: all-market trend-pullback signals
• a-share-paper-trading: paper-trading execution and backtesting

You can simply ask your AI to:

• Look up a stock's real-time quote, historical trend, technical indicators, events, and industry info
• Scan main-board or all-market candidates and review position exit signals
• Create a calm1 paper-trading account, view account details and full trade history, and place simulated orders
• Combine the broad market, your holdings, and account status to decide whether to buy, sell, hold, or do nothing today

Paper Account: +40% in 2 Months

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<td align="center" valign="top">
  <strong>Jun 17 — intraday +39.9%</strong>
  Current holdings: ZTE, BOE A, WUS Printed Circuit, Jiemei Technology, Yongding, Voage Optoelectronics, LION Microelectronics, Boqian New Materials

Later update: The account saw a loss of about 30% during July and August, and its value fell to around 1.2 million. The figures above show the earlier June snapshot.

Four Core Skills

a-share-data

Good for questions like:

• How is this stock doing right now?
• What's the trend over the last 60 days?
• Are there any event-driven catalysts?
• How are the CSI 300, hot sectors, and northbound capital doing right now?

Capabilities:

• Real-time quotes, historical K-line, technical indicators, events, industry, index, and macro data

Docs:

• docs/A股数据安装使用文档.md (Chinese)

a-share-strategy-mainboard-multi-swing-defensive

Scans a liquid main-board stock pool for trend-pullback entry and position exit signals. See the skill guide.

a-share-strategy-allmarket-multi-swing-defensive

Uses the same signal rules across a liquid A-share pool that also includes ChiNext and STAR Market stocks. See the skill guide.

a-share-paper-trading

Good for tasks like:

• Create a calm1 paper-trading account
• View calm1 account details, positions, orders, and full trade history
• Place a simulated buy or sell order for calm1
• Run a simple backtest

Capabilities:

• Account management, order placement, cancellation, positions, orders, fills, account valuation, and backtesting

Docs:

• docs/模拟仓安装使用文档.md (Chinese)

Quickest Examples

• Query data: use a-share-data to check 600519's latest quote, the last 60 daily candles, and MACD.
• Scan trend pullbacks: run either strategy’s scripts/daily_decisions.py --json and review the filtered candidate lists.
• Manage paper trading: use a-share-paper-trading to create calm1 with an initial balance of 1000000, then view calm1's account details and full trade history.

Combined Usage