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To stress-test a product plan, you provide the plan to the Skill and ask it to push back using first-principles reasoning. It simulates senior-engineer questioning to expose weak assumptions and proposes an improved path with justification and caveats.

First-principles reasoning in design reviews is a structured critique method that breaks down plans into fundamental truths to validate architectural decisions. It simulates senior-engineer questioning to reveal weak assumptions and generate a recommended path with rationale.

Yes, you can use this Skill to simulate a senior engineer questioning architectural decisions. It applies a structured critique loop to stress-test decisions, exposing weak assumptions and providing a recommended path with justification.

Yes, this stress-test approach works for both product strategy and engineering decisions. It applies a structured critique loop with first-principles reasoning across product plans, design reviews, and architectural decisions to expose weak assumptions.

The best way to run a structured critique loop is to provide a plan or decision and ask the AI to push back. It applies first-principles reasoning to reveal weak assumptions and outputs a recommended path with justification and caveats.

You should avoid using a first-principles stress-test when your plan already has a recommended path with rationale and caveats established, or when there is no structured critique loop available to evaluate the fundamental assumptions of the decision.