option-vol-analysis

Compute and compare implied and realized volatility for option strategies.

3|Updated Mar 18, 2026
One-click install
npx skills add https://github.com/matparang/AutoJaga --skill option-vol-analysis-matparang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: option-vol-analysis
Source: https://github.com/matparang/AutoJaga/tree/main/legacy/jagabot/skills/lseg-option-vol-analysis
Command: npx skills add https://github.com/matparang/AutoJaga --skill option-vol-analysis-matparang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Traders often struggle to reconcile implied volatility from vol surfaces with realized volatility, making it hard to price options consistently and gauge risk premiums.

Core Features & Use Cases

  • Integrate vol surface data from equity or FX sources to derive implied vol across strikes and tenors.
  • Price individual options with full Greeks and compare implied vol to realized vol using historical data.
  • Generate actionable risk metrics and strategy insights based on surface shape (skew, smile) and term structure.

Quick Start

Query the vol surface for your underlying, price selected options, and compare implied vs realized vol to inform trading decisions.

Frequently Asked Questions about option-vol-analysis

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

FAQPage Schema
How do I compare implied vs realized volatility for option pricing?

To compare implied vs realized volatility for option pricing, query the vol surface for your underlying asset, price selected options with full Greeks, and contrast implied vol from the surface against realized vol derived from historical price data.

Can I analyze equity and FX vol surfaces across multiple strikes and tenors?

Yes, you can analyze equity and FX vol surfaces across multiple strikes and tenors by integrating data from equity_vol_surface and fx_vol_surface sources to derive implied vol and generate risk metrics based on skew, smile, and term structure.

What is the best way to reconcile implied volatility from vol surfaces with realized volatility?

The best way to reconcile implied volatility with realized volatility is to price individual options using the vol surface and historical pricing summaries, evaluating the risk premium by comparing surface-derived implied vol against historically computed realized vol.

What data sources do I need to compute option Greeks and volatility risk premiums?

To compute option Greeks and volatility risk premiums, you need access to equity_vol_surface, fx_vol_surface, option_value, option_template_list, tscc_historical_pricing_summaries, or qa_historical_equity_price to derive and compare implied and realized volatility.

How do I evaluate volatility skew and smile shape for option strategy insights?

To evaluate volatility skew and smile shape for option strategy insights, query the vol surface across strikes and tenors, price your target options to capture full Greeks, and generate actionable risk metrics based on the surface shape and term structure.

When should I not rely solely on implied volatility for option risk assessment?

You should not rely solely on implied volatility for option risk assessment when historical realized volatility diverges significantly, as reconciling implied vol from surfaces with realized vol from historical prices is necessary to gauge true risk premiums and price options consistently.