WindRiders/a-stock-agent

A-stock Agent is a command-line quantitative analysis toolkit for China A-share markets. It targets quantitative traders, researchers and technically proficient retail investors who need automated market scanning, per-stock analysis, signal generation, backtesting and risk controls. Key features: - Market scan and ranked scoring (technical, fundamental, news, funds). - Deep single-stock analysis (MA/MACD/RSI/KDJ/BOLL, PE/PB/ROE, sentiment + LLM interpretation). - Five built-in strategies (trend, momentum, value, grid, mean-reversion). - Realistic A-share backtest engine (T+1, price limits, fees, slippage) with grid search and walk‑forward validation. - Risk management: position sizing, VaR/CVaR/Beta/Sharpe, stop-loss/profit rules. - AI-enhanced reports via OpenAI-compatible API. - Data: akshare + baostock. CLI implemented with typer/rich; modular project layout for agent, data, analysis, strategy, backtest and risk.

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