options-strategies

What problem does it solve?

Developing, modeling, and executing advanced multi-leg options strategies programmatically is complex and requires deep quantitative and technical expertise. This skill provides a comprehensive framework to automate these processes, from strategy design to risk management and execution, saving you time and reducing manual errors.

Core Features & Use Cases

• Multi-Leg Strategy Design: Build and analyze complex strategies like straddles, butterflies, iron condors, and vertical spreads with detailed payoff analysis.
• Quantitative Modeling: Implement Black-Scholes pricing, calculate all option Greeks (Delta, Gamma, Theta, Vega, Rho), and simulate payoffs with Monte Carlo.
• Automated Execution & Risk Management: Programmatically submit multi-leg orders via Alpaca API, monitor Greeks in real-time, and apply automated risk controls and exit strategies.
• Use Case: Design an iron butterfly strategy, backtest its performance against historical data, optimize its parameters, and then deploy it for automated execution with real-time risk monitoring, all within a single, integrated framework.

Quick Start

Connect to Alpaca API, fetch the options chain for SPY, and then submit a long straddle order for the nearest expiration.