SkillsLib.ai

Derivatives Pricing & Greeks Analysis

Validate option pricing, calculate Greeks, and analyze volatility surfaces in real-time

4.2(34 reviews)
500+ downloads
Updated Nov 2026
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What You Can Do

You can systematically verify option and forward contract prices against theoretical models, compute Delta, Gamma, Vega, Theta, and Rho exposures across multi-leg strategies, and analyze volatility term structures to identify arbitrage opportunities. This skill helps you stress-test derivative positions under scenario shifts, challenge illiquid instrument marks, and monitor risk metrics against desk limits in real-time before committing capital.

Features

Greeks computation

Calculate Delta, Gamma, Vega, Theta, and Rho across individual options and complex strategies to quantify directional and volatility exposures

Pricing validation

Compare market levels against Black-Scholes, binomial, and Monte Carlo model outputs to detect mispriced opportunities

Volatility surface analysis

Interpret implied volatility skew patterns, term structure shifts, and their trading implications across strikes and maturities

Scenario stress testing

Run what-if analysis on structured products and exotic derivatives under spot, volatility, and time decay shifts

Multi-leg strategy assessment

Validate Greeks and pricing for spreads, straddles, butterflies, and other complex option combinations

Cross-asset comparison

Analyze equity options, currency forwards, and index derivatives side-by-side using consistent frameworks

Risk limit monitoring

Track cumulative Vega, Gamma, and Theta exposure against desk limits with exception flagging

Mark-to-market verification

Challenge pricing on illiquid or structured products using model-based fair value estimates

Example Output

Example 1: Option Greeks on a Call Spread

code
Long 100 ATM Calls | Short 100 OTM Calls
Net Delta: 35.2 (directional exposure)
Net Gamma: 0.018 (acceleration risk)
Net Vega: 2,450 (sensitivity to 1% vol move)
Net Theta: -$145/day (time decay loss)
Max Profit: $25,000 | Max Loss: $5,000

Example 2: Volatility Arbitrage Setup

code
Stock XYZ | Realized Vol: 18% | Implied Vol (ATM): 22%
Recommendation: SELL vol (short straddle or short calls against long stock)
Target: Capture 4% vol premium decay over 30 days
Theta/Vega tradeoff: +$200/day theta, -2,500 vega exposure

Example 3: Exotic Product Mark Challenge

code
Structured Note: 2-year reverse convertible on USD/JPY
Market Price: 102.5
Model Fair Value: 99.8 (Monte Carlo, 10k paths)
Implied Discount: 2.7 points (8 days' accrual cost)
Conclusion: Overpriced by 2.7pts → Recommend reduction

What's Included

  • SKILL.md instruction file with Greeks formulas, volatility surface concepts, and derivatives pricing frameworks:
  • Greeks Calculation Template with pre-built spot, volatility, and time decay sensitivity matrices:
  • Pricing Validation Checklist for equity options, currency forwards, and structured products:
  • Scenario Stress Testing Worksheet covering ±1%, ±2%, ±5% moves in spot, vol, and rates:
  • Volatility Surface Analysis Framework for interpreting skew, smile, and term structure patterns:
  • Risk Limit Monitoring Dashboard template to track cumulative Greeks exposure against desk limits:

Who It's For

  • Derivatives traders — Validate options and forwards pricing, manage Greeks exposure across multi-leg strategies
  • Volatility arbitrage specialists — Identify implied vs. realized vol gaps and structure vol-based trades
  • Structured products traders — Price exotic derivatives and exotic structures with embedded options
  • Risk managers — Monitor and challenge illiquid derivative marks, track desk-level risk exposures
  • Quantitative analysts — Verify model outputs against market prices and refine valuation assumptions

Best For

  • Pre-trade validation — Confirm Greeks alignment with market outlook before large options blocks execute
  • Volatility surface interpretation — Assess skew, smile, and term structure shifts for tactical positioning
  • Mispricing detection — Identify theoretical value gaps between model and market across illiquid instruments
  • Risk limit monitoring — Track Vega, Gamma, and Theta exposure in real-time against desk constraints
  • Scenario stress testing — Quantify P&L impact on structured products under spot, vol, and time decay shifts

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