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risk-assessment【数据与研究】Assess risk metrics for a stock or position including volatility, beta, VaR, and drawdown analysis. Use when user asks about risk, volatility, beta, VaR, value at risk, drawdown, or position sizing.
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Calculate risk metrics for stocks and positions.
Note: If
uvis not installed orpyproject.tomlis not found, replaceuv run pythonwithpythonin all commands below.
uv run python scripts/risk.py SYMBOL [--period PERIOD] [--position-size SIZE]
SYMBOL - Ticker symbol--period - Analysis period: 1mo, 3mo, 6mo, 1y (default: 1y)--position-size - Dollar amount for position-specific metrics (optional)Returns JSON with:
volatility - Historical volatility (annualized)beta - Beta vs SPYvar_95 - 95% Value at Risk (daily)var_99 - 99% Value at Risk (daily)max_drawdown - Maximum drawdown in periodsharpe_ratio - Risk-adjusted returnposition_risk - If position-size provided, dollar VaRExplain what the risk metrics mean and suggest position sizing if relevant.
numpyyfinanceAll timestamps and time-based calculations must use the America/New_York timezone. All JSON output must include generated_at (NY time string) and data_delay fields.