Use when decisions could affect groups differently and need to anticipate harms/benefits, assess fairness and safety...
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Use when making quick order-of-magnitude estimates under uncertainty (market sizing, resource planning, feasibility...
Use when you have validated symmetry groups and need to design neural network architecture that respects those...
Use when scanning external trends for strategic planning, monitoring PESTLE forces (Political, Economic, Social,...
Use when formulating clinical research questions (PICOT framework), evaluating health evidence quality (study design...
Use when validating product assumptions before building, discovering unmet user needs, understanding customer...
Use when debates are trapped in false dichotomies, polarized positions need charitable interpretation, tradeoffs are...
Use when optimizing multi-factor systems with limited experimental budget, screening many variables to find the...
Use when testing plans or decisions for blind spots, need adversarial review before launch, validating strategy...
Use when dealing with complex systems that need simplification, identifying bottlenecks or critical failure points,...
Use when comparing multiple named alternatives across several criteria, need transparent trade-off analysis, making...
Use when designing database schemas, need to model domain entities and relationships clearly, building knowledge...
Use when creating custom, interactive data visualizations with D3.js—building bar/line/scatter charts from scratch,...
Use when brainstorming feels stuck or generates obvious ideas, need to break creative patterns, working with limited...
Use when transforming analysis/data into persuasive narratives—presenting to executives, explaining technical...
Use when designing visual interfaces, data visualizations, educational content, or presentations and need to ensure...
Use when starting technical work requiring structured approach - writing tests before code (TDD), planning data...
Use when cooking or planning meals, troubleshooting recipes, learning culinary techniques (knife skills, sauces,...
Use when planning high-stakes initiatives (migrations, launches, strategic changes) that require clear...
Use when facing decisions with multiple legitimate perspectives and inherent tensions. Invoke when stakeholders have...
Use when making high-stakes decisions under uncertainty that require stakeholder buy-in. Invoke when evaluating...
Use when investigating why something happened and need to distinguish correlation from causation, identify root...
Use when writing or reviewing career documents including research statements, teaching statements, diversity...
Use when you need to generate many creative options before systematically narrowing to the best choices. Invoke when...