Production-style, reproducible toolkit for volatility RV (VIX term structure, carry/roll-down, VRP proxy) with run manifest and reports.

Implied volatility surface construction (SVI), hand-rolled Black-Scholes Greeks, Newton-Raphson IV solver, and delta-hedged options backtesting with full P&L attribution across theta, gamma, and vega.