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stress-test

Analyze business assumptions by modeling downside scenarios and sensitivity.

Updated Mar 7, 2026
Search Tags:#decision making#business strategy#risk management#startup#scenario planning#assumption testing
One-click install
npx skills add https://github.com/tapanshah/Claude-Skills --skill stress-test-tapanshah
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: stress-test
Source: https://github.com/tapanshah/Claude-Skills/tree/main/c-level-advisor/executive-mentor/skills/stress-test
Command: npx skills add https://github.com/tapanshah/Claude-Skills --skill stress-test-tapanshah

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps founders and leaders rigorously challenge and validate their core business assumptions, preventing costly mistakes driven by unchecked optimism.

Core Features & Use Cases

  • Assumption Isolation: Clearly defines and states business assumptions.
  • Counter-Evidence Gathering: Actively seeks data and scenarios that contradict assumptions.
  • Downside Modeling: Quantifies the impact of negative scenarios on the business.
  • Sensitivity Analysis: Identifies which assumptions have the most significant impact on outcomes.
  • Hedge Strategy: Develops validation, contingency, and early warning plans.
  • Use Case: A startup founder believes their Total Addressable Market (TAM) is $10B. This skill helps them break down that assumption by identifying specific customer segments, validating their willingness to pay, and modeling what happens if the TAM is only $1B or if competitors capture 50% of it.

Quick Start

Use the stress-test skill to analyze the assumption that 'our customer acquisition cost will remain below $50'.

Frequently Asked Questions about stress-test

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

FAQPage Schema
How do I stress-test business assumptions to prevent strategic failures?▼

Stress-testing business assumptions requires structured input to actively gather counter-evidence, model downside scenarios, calculate sensitivity, and propose hedge strategies. This framework isolates critical assumptions to mitigate risk and calibrate strategy.

What is the best way to model downside scenarios for a startup strategy?▼

Modeling downside scenarios requires structured input of critical assumptions to quantify the impact of negative events on the business. Calculating sensitivity identifies which variables most significantly affect outcomes, enabling the development of targeted contingency plans.

Can I use sensitivity analysis to validate my Total Addressable Market assumptions?▼

Yes, sensitivity analysis isolates critical assumptions like Total Addressable Market to identify which variables significantly impact outcomes. By modeling scenarios where the market is smaller than expected or competitors capture share, you can validate willingness to pay and calibrate strategy.

How do I develop hedge strategies for critical business risks?▼

Developing hedge strategies involves creating validation, contingency, and early warning plans. After actively gathering counter-evidence and modeling downside scenarios, you formulate these plans to mitigate identified risks and calibrate strategic direction.

Does assumption testing work for evaluating customer acquisition cost projections?▼

Assumption testing works for evaluating customer acquisition cost projections by actively seeking counter-evidence and quantifying the impact if costs exceed expectations. This approach helps founders build early warning plans for risk mitigation.

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