what-if-oracle

Stress-test a scientific research decision with scenario comparisons, an evidence ledger, and a contingency plan.

When to use it

Use to stress-test research plans under uncertainty, including sample attrition, method transfer, unavailable dependencies, and competing hypotheses or resource constraints.

Give it a scientific what-if question; it returns a scenario comparison, evidence ledger, and proposed contingency responses rather than executing changes.