
Options Advanced
Advanced options strategies: volatility-surface modeling (SABR / Local Vol), dynamic...
Install
npx skills add HKUDS/Vibe-Trading --skill options-advanced -g -a claude-code -y- Repository
- HKUDS/Vibe-Trading37.4k
- Category
- Engineering
- Updated
- 3d ago
- License
- MIT
- Context cost
- Mediumabout 1,930 tokens
- Runs scripts
- No, instructions only
What it does
Advanced options strategies: volatility-surface modeling (SABR / Local Vol), dynamic Greeks rebalancing, calendar spreads, volatility arbitrage and skew trading, and option market-making basics.
Advanced Options Strategies
Overview
Go beyond basic option strategies (covered call / protective put) and focus on trading opportunities along the volatility dimension. Core idea: option price = intrinsic value + time value, and advanced trading essentially trades the volatility expectations embedded behind that time value.
Applicable scenarios:
- Identifying arbitrage opportunities when the volatility surface is abnormal (
skew/term structure) - Fine-grained management of portfolio Greeks exposures (not just Delta hedging)
- Building structured strategies across maturities and strikes
- Practical application in 50ETF / 300ETF / commodity options
Core Concepts
Volatility Surface
Three-dimensional structure: strike × expiry × implied volatility.
Key dimensions:
| Dimension | Meaning | Typical Shape |
|---|---|---|
| Smile / Skew | IV across strikes for the same expiry | China A-shares: left-skewed (put IV > call IV) |
| Term Structure | IV across expiries for the same strike | Normal case: near-month IV < far-month IV |
| Surface dynamics | Parallel or nonlinear movement of the entire surface | In panic, the whole surface lifts, and near-month IV lifts faster |
SABR model parameters:
α (alpha): initial volatility level, around 0.2-0.5
β (beta): CEV exponent, equities usually use 0.5-1.0
ρ (rho): correlation between volatility and the underlying, usually -0.3 to -0.7 in China A-shares (negative = left skew)
ν (nu): volatility of volatility (vol of vol), around 0.3-0.8
Local Vol vs SABR:
- Local Vol (Dupire): backed out from market prices, exact fit but unstable extrapolation
- SABR: parameterized model, 4 parameters capture surface dynamics and extrapolate more reasonably
