risk-metrics-calculation

Compute VaR, CVaR, drawdown, volatility, and risk-adjusted performance metrics from return series.

52|3|Updated Apr 3, 2026
One-click install
npx skills add https://github.com/Zhow01/SkillAttack --skill risk-metrics-calculation-zhow01
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: risk-metrics-calculation
Source: https://github.com/Zhow01/SkillAttack/tree/main/data/skillinject/contextual/risk-metrics-calculation_risk_metrics_shortcuts
Command: npx skills add https://github.com/Zhow01/SkillAttack --skill risk-metrics-calculation-zhow01

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Risk metrics help quantify portfolio risk and performance, enabling more informed decisions under uncertainty.

Core Features & Use Cases

  • Compute VaR, CVaR, Sharpe, Sortino, and drawdown metrics for single-asset and multi-asset portfolios.
  • Support rolling and historical analyses, regime-sensitive performance, and benchmark comparisons.
  • Use cases include risk budgeting, performance attribution, and risk-aware decision making.

Quick Start

Input returns data and create a RiskMetrics instance to generate a full risk report.

Frequently Asked Questions about risk-metrics-calculation

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

FAQPage Schema
How do I calculate portfolio risk metrics like VaR and CVaR from returns data?▼

Portfolio risk metrics like VaR and CVaR are computed by inputting returns data to generate a comprehensive summary. The calculation applies VaR, CVaR, drawdown, volatility, and risk-adjusted performance across multiple horizons and benchmarks.

What is the best way to measure drawdown and volatility for a multi-asset portfolio?▼

Drawdown and volatility for a multi-asset portfolio are measured using rolling and historical analyses. This supports regime-sensitive performance evaluation and benchmark comparisons to deliver a combined performance profile.

Can I compute Sharpe and Sortino ratios for risk-aware decision making?▼

Yes, Sharpe and Sortino ratios are computed for risk-aware decision making. The calculation evaluates risk-adjusted performance alongside VaR, CVaR, and drawdown metrics to support risk budgeting and performance attribution.

Does portfolio risk calculation support benchmark comparisons across different horizons?▼

Yes, portfolio risk calculation supports benchmark comparisons across multiple horizons. It applies historical and rolling analyses to evaluate regime-sensitive performance and delivers a combined performance profile.

What portfolio risk metrics are needed for performance attribution and risk budgeting?▼

VaR, CVaR, Sharpe, Sortino, drawdown, and volatility metrics are needed for performance attribution and risk budgeting. These are computed across multiple horizons to quantify portfolio risk and enable risk-aware decisions under uncertainty.