Sensitivity and What-If Analysis to Stress-Test a Decision

This is a ready-made prompt from the Zayenha Prompt library in Analysis & Research, written for claude-sonnet-4-7. It has a main prompt to copy into the model, built-in quality guards, and a verification prompt to run in a second window to review the answer. The full text needs the Pro plan; the description is open to all.

Stress-test a decision or model via sensitivity and what-if scenarios to learn which assumptions move the outcome, for analysts and decision-makers, without fabricating figures or hiding model limits.

Pro Model: claude-sonnet-4-7 1,972 previews 0 uses Knowledge: 2026-Q2
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Use case

Stress-testing a feasibility study before investing, analyzing cost changes' impact on pricing, identifying the riskiest assumption in a project budget before approval.

#تحليل الحساسيّة#ماذا-لو#السيناريوهات#متانة القرار

Built-in quality guards

Anti-hallucination

No fabricated assumption values, results, or presenting a scenario as a certain future

Completeness

Cover sensitivity, scenarios, break-even points, and robustness summary

Sources

Every value comes from the user's inputs or a template they fill

Format Check

Adherence to the sensitivity table and three-scenario table

Frequently asked questions

How do I use this prompt?

Copy the main prompt and paste it into claude-sonnet-4-7 or the model you use, replace what is in square brackets with your details, then run the verification prompt in a second window with the answer pasted in, and review it before relying on it.

Is this prompt free?

Its full text requires the Pro plan or higher. Free prompts you can copy at once without an account are on the ready-made Arabic prompts page.

Which model was this prompt written for?

It was written for claude-sonnet-4-7 and follows how that model works; you can run it on other models too, reviewing the result, since no single wording guarantees the best result on every model.

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