Skills

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:

DimensionMeaningTypical Shape
Smile / SkewIV across strikes for the same expiryChina A-shares: left-skewed (put IV > call IV)
Term StructureIV across expiries for the same strikeNormal case: near-month IV < far-month IV
Surface dynamicsParallel or nonlinear movement of the entire surfaceIn 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

Dynamic Greeks Management

Read the whole SKILL.md on GitHub

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