What-If Oracle

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Conducts structured multi-branch scenario analysis to explore uncertain futures and stress-test strategic decisions.

The What-If Oracle is a specialized Claude Code skill designed for rigorous possibility space exploration and strategic foresight. It transforms speculative questions into actionable intelligence by mapping outcomes across six distinct scenario branches: Best Case, Likely Case, Worst Case, Wild Card, Contrarian, and Second Order effects. By decomposing variables, quantifying probabilities, and identifying 'no-regret' moves, this skill enables users to stress-test ideas, evaluate risks, and build robust contingency plans for complex projects or architectural decisions.

주요 기능

01Quantitative probability distribution and confidence scoring for each branch
02Multi-branch scenario mapping including Best, Likely, and Worst cases
0361 GitHub stars
04Recursive 'Scenario Chain' mode for deep-dive strategic planning
05Identification of 'no-regret' moves that benefit multiple possible futures
06Golden Ratio weighting to balance focus between primary and alternative futures

사용 사례

01Contingency planning for complex technical migrations or infrastructure changes
02Risk assessment for business strategy and high-stakes product launches
03Stress-testing software architecture decisions against future scaling or security shifts