stress-scenario-analysis

Analyze portfolio performance under historical and hypothetical market stress scenarios.

12|13|Updated Dec 4, 2025
One-click install
npx skills add https://github.com/Snowflake-Labs/sfguide-agentic-ai-for-asset-management --skill stress-scenario-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: stress-scenario-analysis
Source: https://github.com/Snowflake-Labs/sfguide-agentic-ai-for-asset-management/tree/main/data/skills/stress-scenario-analysis
Command: npx skills add https://github.com/Snowflake-Labs/sfguide-agentic-ai-for-asset-management --skill stress-scenario-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill addresses the difficulty of assessing how a portfolio would perform during extreme market events, removing the need for manual spreadsheet modeling.

Core Features & Use Cases

  • Historical Backtesting: Replay major market crashes like the 2008 Financial Crisis or the 2020 COVID-19 crash against current holdings.
  • Custom Shock Construction: Simulate specific "what-if" scenarios such as interest rate hikes, equity market drops, or credit spread widening.
  • Impact Visualization: Generate detailed impact waterfalls and narrative summaries to explain portfolio vulnerability to stakeholders.

Quick Start

Ask the agent to perform a stress test on the current portfolio assuming a 200 basis point rise in interest rates.

Frequently Asked Questions about stress-scenario-analysis

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

FAQPage Schema
How do I stress test a portfolio against historical market crashes?

Portfolio stress testing evaluates performance under extreme market events by replaying historical crashes against current holdings. The skill analyzes drawdown and recovery metrics across equities, rates, and credit to generate impact waterfalls and risk narratives.

Can I simulate custom what-if scenarios like interest rate hikes on my portfolio?

Yes, custom shock construction simulates specific what-if scenarios such as interest rate hikes, equity market drops, or credit spread widening. You can quickly run a stress test assuming a 200 basis point rise in interest rates without manual spreadsheet modeling.

What is the best way to visualize portfolio vulnerability to market shocks?

The best way to visualize portfolio vulnerability is through impact waterfalls and narrative summaries. The skill generates detailed visualizations to explain portfolio sensitivity and vulnerability to stakeholders, removing the need for manual spreadsheet modeling.

Does portfolio stress testing require manual financial modeling in spreadsheets?

No, portfolio stress testing does not require manual spreadsheet modeling. The skill automates backtesting and sensitivity analysis to assess portfolio performance during extreme market events, directly generating risk narratives and impact waterfalls.

How do I evaluate drawdown and recovery metrics across different asset classes?

Evaluating drawdown and recovery metrics requires analyzing portfolio performance under historical and hypothetical market stress scenarios. The skill assesses impact across various asset classes including equities, rates, and credit using backtesting tools and sensitivity analysis.