What is a business assumption stress test?

It is a methodology to rigorously evaluate the validity of business hypotheses—such as market size or growth rates—by searching for counter-evidence and modeling worst-case scenarios.

Can I use this for quantitative financial modeling?

Yes, the skill provides frameworks for modeling downside scenarios (Bear, Stress, Catastrophic) and calculating how outcome changes correlate to specific assumption variables.

How does this Claude Code skill help founders?

It helps founders counteract optimism bias by identifying high-sensitivity risks in revenue, hiring, and competitive moats before they become liabilities.

What are 'hedges' in the context of this skill?

Hedges are strategic safeguards categorized into validation (testing before betting), contingency (Plan B), and early warning indicators to detect failure early.

Business Assumption Stress Test

Name: Business Assumption Stress Test
Author: oabdelmaksoud

byoabdelmaksoud

0•

生产力与工作流

Evaluates and rigorously tests business assumptions to identify strategic risks, model downsides, and develop operational hedges.

This skill acts as a strategic executive mentor within Claude Code, helping founders and leaders pressure-test their most critical business hypotheses. By systematically isolating assumptions—ranging from revenue projections and market size to competitive moats—the skill forces a confrontation with counter-evidence and downside scenarios. It is particularly useful during strategic planning, fundraising, or scaling phases to ensure that optimistic projections are balanced with data-driven calibration, sensitivity analysis, and robust contingency plans that prepare the business for market volatility.

主要功能

01Strategic hedge proposals covering validation, contingency, and early warning signs

020 GitHub stars

03Quantitative sensitivity analysis for key business levers like CAC and churn

04Systematic isolation of specific, testable business assumptions

05Active counter-evidence discovery to challenge internal optimism bias

06Multi-tier downside modeling including bear, stress, and catastrophic cases

使用场景

01Vetting annual hiring plans and ramp-up timelines against historical market data

02Evaluating the durability of a product moat against aggressive incumbent responses

03Preparing for investor due diligence by stress-testing pitch deck revenue claims

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add oabdelmaksoud/superclaw stress-test

For use in Claude.ai and ChatGPT

主要功能

01Strategic hedge proposals covering validation, contingency, and early warning signs

020 GitHub stars

03Quantitative sensitivity analysis for key business levers like CAC and churn

04Systematic isolation of specific, testable business assumptions

05Active counter-evidence discovery to challenge internal optimism bias

06Multi-tier downside modeling including bear, stress, and catastrophic cases

使用场景

01Vetting annual hiring plans and ramp-up timelines against historical market data

02Evaluating the durability of a product moat against aggressive incumbent responses

03Preparing for investor due diligence by stress-testing pitch deck revenue claims