option-vol-analysis

Compare implied and realized volatility for options using surface data, Greeks, and historical prices.

4|1|Updated Mar 25, 2026
One-click install
npx skills add https://github.com/pynbj1001/alpha-sense --skill option-vol-analysis-pynbj1001
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: option-vol-analysis
Source: https://github.com/pynbj1001/alpha-sense/tree/main/.github/skills/fsp-partner-built-option-vol-analysis
Command: npx skills add https://github.com/pynbj1001/alpha-sense --skill option-vol-analysis-pynbj1001

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps derivatives analysts quantify the gap between implied volatility from the vol surface and realized volatility from historical prices, enabling more accurate option pricing and volatility-based decision making.

Core Features & Use Cases

  • Start from the volatility surface to extract ATM vol, skew, and term structure, then price options and calculate the Greeks.
  • Compute realized vol from historical prices and compare it against implied vol across tenors to assess vol premiums.
  • Use cases include option pricing, volatility surface interpretation, and volatility trading strategy evaluation.

Quick Start

Provide an implied-vs-realized volatility analysis by supplying an underlying symbol and a date range to generate a report.

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 volatility vs realized volatility for options trading?

To compare implied volatility vs realized volatility, you extract implied vol from the volatility surface and compute realized vol from historical prices to quantify the vol premium. This analysis assesses if options are overpriced or underpriced.

What is a volatility surface and how do I interpret skew and term structure?

A volatility surface maps implied volatility across strikes and maturities. Interpreting it involves analyzing ATM vol, skew, and term structure to understand market expectations and inform option pricing and volatility trading strategies.

Can I calculate option Greeks using volatility surface data?

Yes, you can calculate option Greeks using volatility surface data. By integrating surface shape and ATM vol, the analysis prices options and computes Greeks to support derivatives decision making and risk assessment.

How do I generate an implied vs realized volatility report for a specific underlying symbol?

To generate an implied vs realized volatility report, you provide an underlying symbol and a date range. The workflow combines historical prices and vol surface data to produce a concise, actionable assessment of vol premiums.

What is the best way to evaluate volatility trading strategies across equities and indices?

The best way to evaluate volatility trading strategies across equities and indices is to compare implied and realized vol across tenors. Integrating surface shape, Greeks, and historical vol yields an actionable vol premium assessment.