options-advanced

Model advanced options volatility exposures for arbitrage and hedging opportunities.

30.4k|4.9k|Updated Apr 1, 2026
One-click install
npx skills add https://github.com/HKUDS/Vibe-Trading --skill options-advanced
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: options-advanced
Source: https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/options-advanced
Command: npx skills add https://github.com/HKUDS/Vibe-Trading --skill options-advanced

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Advanced options strategies require more than delta hedging; this Skill solves the gap by teaching how to trade volatility surfaces, manage dynamic Greeks, and source arbitrage across calendar spreads, skew trades, and market making.

Core Features & Use Cases

  • Volatility surface diagnostics: map smile, skew, and term-structure anomalies with SABR/local vol intuition to identify actionable opportunities in 50ETF, 300ETF, and commodity options.
  • Dynamic Greeks management: decide delta hedge frequency, monitor gamma/vanna/vomma, and adjust Vega exposure while keeping Theta decay and margin in check.
  • Strategy suites: combine calendar spreads, volatility arbitrage, skew trades, and option market-making principles with explicit risk controls, using real examples like 50ETF risk reversals and gamma scalping.

Quick Start

Ask the agent to analyze the 50ETF volatility surface and suggest a calendar spread with risk controls.

Frequently Asked Questions about options-advanced

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

FAQPage Schema
How do I model volatility surfaces for China A-share ETF options using SABR?

You model volatility surfaces by mapping smile, skew, and term-structure anomalies using SABR and local vol intuition. This identifies actionable arbitrage opportunities in 50ETF, 300ETF, and commodity options.

What is the best way to manage dynamic Greeks for options volatility arbitrage?

The best way to manage dynamic Greeks is to determine delta hedge frequency, monitor gamma, vanna, and vomma, and adjust Vega exposure. This keeps theta decay and margin requirements in check during volatility arbitrage.

How do I structure a calendar spread with risk controls for 50ETF options?

Structure calendar spreads by combining term-structure diagnostics with explicit risk control thresholds. Use real examples like 50ETF risk reversals to guide volatility exposure and margin management.

Does this approach support market-making risk management for commodity options?

Yes, this approach supports market-making risk management for commodity options by providing Greek rebalancing guidance and explicit risk control thresholds to mitigate market-making exposures.

How does skew trading work with local vol analysis?

Skew trading works by using local vol analysis to diagnose volatility surface anomalies. Traders exploit these skew anomalies to structure trades like 50ETF risk reversals with defined risk control thresholds.

When should I adjust Vega exposure during gamma scalping?

Adjust Vega exposure during gamma scalping when dynamic Greeks indicate shifting volatility surfaces. Continuously monitor vanna and vomma alongside theta decay to maintain balanced risk control thresholds.