scenario-stress-testing

$npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/scenario-stress-testing

Construct and evaluate multiple scenarios to assess portfolio performance under uncertainty

  • Identify key uncertainties and construct at least three distinct future scenarios.
  • Use available tools and APIs to analyze portfolio metrics across all constructed scenarios.
  • Decide on the robustness of the portfolio by identifying vulnerabilities in different scenarios.
  • Deliver a synthesized report with actionable recommendations based on scenario analysis.

SKILL.md

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---
name: scenario-stress-testing
description: Construct distinct future scenarios, evaluate portfolio performance under each, and identify vulnerabilities and robustness characteristics.
execution: tactic
used-by: portfolio-optimization
---

# Scenario Stress Testing

Evaluate how a portfolio performs across multiple plausible future scenarios to identify vulnerabilities, assess robustness, and inform portfolio adjustments.

## Stages

| Stage | SOP | Purpose |
|-------|-----|---------|
| 1 | scenario-construction | Construct >=3 distinct future scenarios |
| 2 | portfolio-evaluation-per-scenario | Evaluate portfolio under each scenario |
| 3 | portfolio-synthesis | Synthesize findings into robustness verdict |

## Available SOPs

- **scenario-construction** — Build diverse, plausible scenarios spanning uncertainty space
- **portfolio-evaluation-per-scenario** — Assess portfolio metrics under a specific scenario
- **portfolio-synthesis** — Aggregate per-scenario results into final recommendation

## Execution Guidance

1. Construct at least 3 scenarios that are distinct and span key uncertainties
2. Include at least one optimistic, one pessimistic, and one surprising scenario
3. Evaluate the same portfolio under each scenario using consistent metrics
4. Look for scenarios where portfolio performance drops below acceptable thresholds
5. Identify which candidates are vulnerable vs resilient across scenarios
6. Synthesize into robustness score and actionable recommendations

## Minimum Yield

- Performance assessment across >=3 distinct scenarios
- Vulnerability list identifying which portfolio elements fail under which conditions
- Robustness verdict (robust / conditionally robust / fragile) with supporting evidence

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