hedging-strategy

Design systematic hedging plans for portfolios using linear and nonlinear instruments.

Updated Jun 30, 2026
One-click install
npx skills add https://github.com/20YN04/vibe-trading-macos --skill hedging-strategy-20yn04
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: hedging-strategy
Source: https://github.com/20YN04/vibe-trading-macos/tree/main/agent/src/skills/hedging-strategy
Command: npx skills add https://github.com/20YN04/vibe-trading-macos --skill hedging-strategy-20yn04

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires numpy, scipy, pandas.

What problem does it solve?

This skill addresses the complexity of managing portfolio risk by providing a structured framework to design and evaluate hedging strategies, helping investors mitigate drawdowns while balancing costs.

Core Features & Use Cases

  • Strategy Design: Create plans using linear instruments like futures and ETFs, or nonlinear instruments like options.
  • Cost-Benefit Analysis: Calculate hedge ratios and evaluate the annualized cost of protection against potential losses.
  • Use Case: If you hold a large equity portfolio and are concerned about market volatility, use this skill to determine the optimal number of index futures or put options required to hedge your beta exposure.

Quick Start

Use the hedging-strategy skill to design a protective put hedge for my 5 million RMB portfolio with a target beta of 1.2.

Frequently Asked Questions about hedging-strategy

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

FAQPage Schema
How do I calculate hedge ratios for a portfolio using futures and options?

To calculate hedge ratios for a portfolio, this skill designs systematic plans using linear instruments like futures and nonlinear instruments like options. It computes the optimal ratios required to mitigate beta exposure and tail risk.

What is beta hedging and when should I use it for risk management?

Beta hedging is a risk management technique that uses linear instruments like index futures to offset portfolio market exposure. You should use it when managing a large equity portfolio to systematically mitigate potential drawdowns during market volatility.

How do I design a protective put hedge for an equity portfolio?

Designing a protective put hedge involves using nonlinear instruments like options to protect your equity portfolio. This skill determines the optimal number of put options required, calculates annualized costs, and provides scenario-based PnL analysis for risk management.

Does this hedging strategy support cross-asset allocation and tail-risk mitigation?

Yes, this hedging strategy supports cross-asset allocation strategies and tail-risk mitigation. It designs systematic plans that calculate hedge ratios and evaluate protection costs against potential losses using linear and nonlinear derivatives.

Can I evaluate the annualized cost of protection against potential portfolio losses?

You can evaluate the annualized cost of protection against potential losses using this skill's cost-benefit analysis. It calculates hedge ratios and provides scenario-based PnL analysis to help balance the cost of derivatives with risk management goals.

What are the limitations of using derivatives for portfolio hedging?

Limitations of using derivatives for portfolio hedging include balancing annualized costs against potential mitigated drawdowns. This skill addresses these constraints by providing scenario-based PnL analysis to evaluate whether the cost of protection justifies the risk management benefits.