risk-ai

Calculate VaR, CVaR, and portfolio beta for trading portfolios.

5|1|Updated Feb 9, 2026
One-click install
npx skills add https://github.com/kayzaa/k.i.t.-bot --skill risk-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: risk-ai
Source: https://github.com/kayzaa/k.i.t.-bot/tree/main/skills/risk-ai
Command: npx skills add https://github.com/kayzaa/k.i.t.-bot --skill risk-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires json, sys, random, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides institutional-grade, AI-driven risk management for trading portfolios, offering real-time assessment, calculation of key risk metrics, and automated hedging strategies to protect capital.

Core Features & Use Cases

  • Real-time Risk Assessment: Continuously monitors portfolio health, P&L, and open risks.
  • Key Metric Calculation: Computes Value at Risk (VaR), Expected Shortfall (CVaR), and Portfolio Beta.
  • Stress Testing: Simulates portfolio performance under various adverse market scenarios.
  • Automatic Hedging: Recommends and can execute hedging strategies based on risk thresholds.
  • Correlation Analysis: Identifies asset correlations to inform diversification strategies.
  • Use Case: A trader can use this Skill to understand their portfolio's exposure to market downturns, receive alerts for high-risk positions, and automatically implement protective hedges before significant losses occur.

Quick Start

Run kit risk var to see your portfolio's Value at Risk analysis.

Frequently Asked Questions about risk-ai

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

FAQPage Schema
How do I calculate Value at Risk and CVaR for a trading portfolio?

You can calculate Value at Risk (VaR) and Expected Shortfall (CVaR) by running a portfolio risk assessment that analyzes your open positions, P&L, and asset correlations to quantify potential losses.

How does AI stress testing work for trading portfolios?

AI stress testing simulates portfolio performance under various adverse market scenarios, analyzing portfolio beta and asset correlations to identify vulnerabilities and mitigate potential losses before they occur.

Can I automate hedging strategies based on my portfolio's risk exposure?

Yes, you can automate hedging by setting risk thresholds that trigger automatic hedging recommendations, analyzing your portfolio beta and correlations to optimize risk exposure and protect capital.

What is the best way to monitor real-time risk exposure and asset correlations?

The best way to monitor real-time risk exposure is through continuous portfolio health assessment, which tracks open risks, computes key metrics, and identifies asset correlations for diversification strategies.

Do I need to provide specific portfolio data formats to run AI risk management?

You need to provide your trading portfolio data in JSON format, including open positions and P&L details, to run AI risk management, calculate VaR, and execute stress testing scenarios.

When should I use AI risk management instead of manual portfolio analysis?

You should use AI risk management when you need hedge fund-level real-time assessment, complex stress test simulations, and automatic hedging recommendations that manual portfolio analysis cannot efficiently process.