hypotheticals-counterfactuals

Pre-mortem analysis involves imagining a project failing and working backward to identify and mitigate risks. This Skill generates structured hypothetical scenarios to stress-test strategies and surface potential failure points before they occur.

Counterfactual reasoning explores alternative pasts by asking 'what if' past decisions were different. It helps understand causal relationships, learn from history, and rigorously test assumptions to inform future strategic decision-making.

Scenario planning develops optimistic, baseline, and pessimistic future scenarios to prepare for varying market conditions. This Skill evaluates hypothetical situations and tests assumptions to support strategic robustness against uncertainty.

Yes, you can stress-test a market pivot by generating hypothetical scenarios and running a pre-mortem to identify potential failure points. This allows you to explore counterfactuals of past growth to mitigate risks and validate strategic assumptions.

The best way to test assumptions is through structured thought experiments that evaluate hypothetical scenarios and identify causal links. This Skill facilitates scenario planning and pre-mortem analysis to support strategic robustness and risk mitigation.

Counterfactual analysis may be less effective when historical data is sparse or when causal links are purely speculative. It is designed for structured scenario planning and stress-testing strategies against uncertainty, not predicting exact outcomes.