options-advanced

Calibrate SABR and Local Vol models for advanced options strategies.

Updated Apr 14, 2026
One-click install
npx skills add https://github.com/Liangwei-zhang/six-stock --skill options-advanced-liangwei-zhang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: options-advanced
Source: https://github.com/Liangwei-zhang/six-stock/tree/main/Vibe-Trading/agent/src/skills/options-advanced
Command: npx skills add https://github.com/Liangwei-zhang/six-stock --skill options-advanced-liangwei-zhang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps traders design and evaluate complex options strategies by modeling volatility surfaces, managing dynamic Greeks, and exploiting term structure and skew for more precise market returns.

Core Features & Use Cases

  • Volatility surface modeling (SABR / Local Vol) and practical calibration
  • Dynamic Greeks management (Delta, Vega, Theta, Gamma, Vanna, Volga/Vomma)
  • Calendar spreads, volatility arbitrage, and skew trades
  • Option market-making basics and risk controls for professional desks

Quick Start

Analyze the given underlying's near- and far-month IVs and generate a calendar spread combined with a skew trade to exploit the volatility surface.

Frequently Asked Questions about options-advanced

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I model the volatility surface for advanced options trading?

You model the volatility surface for advanced options trading by calibrating SABR and Local Vol models daily. This process tracks dynamic Greeks and evaluates complex strategies like calendar spreads and skew trades.

How do I manage dynamic Greeks like Vanna and Volga for options positions?

You manage dynamic Greeks like Vanna and Volga by tracking them alongside Delta, Vega, Theta, and Gamma. This Skill monitors these metrics to apply risk controls including position limits and hedging rules for professional desks.

What is the best way to exploit volatility skew and term structure with calendar spreads?

The best way to exploit volatility skew and term structure is by generating calendar spreads combined with skew trades. This approach analyzes near- and far-month implied volatilities to exploit the volatility surface for arbitrage opportunities.

Can I use this for option market-making and risk controls on a professional desk?

Yes, you can use this for option market-making and risk controls on a professional desk. It applies position limits and hedging rules to manage dynamic Greeks, supporting market-making activities in equity and derivative options.

Does this Skill support volatility arbitrage in equity and derivative options?

Yes, this Skill supports volatility arbitrage in equity and derivative options. It models volatility surfaces and tracks dynamic Greeks to help you design and evaluate complex arbitrage strategies for precise market returns.