Use when formulating clinical research questions (PICOT framework), evaluating health evidence quality (study design...
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Use when scanning external trends for strategic planning, monitoring PESTLE forces (Political, Economic, Social,...
Use when you have validated symmetry groups and need to design neural network architecture that respects those...
Use when making quick order-of-magnitude estimates under uncertainty (market sizing, resource planning, feasibility...
Use when decisions could affect groups differently and need to anticipate harms/benefits, assess fairness and safety...
Use when need explicit quality criteria and scoring scales to evaluate work consistently, compare alternatives...
Use when making decisions under uncertainty with quantifiable outcomes, comparing risky options (investments,...
Use when running meetings, workshops, brainstorms, design sprints, retrospectives, or team decision-making sessions....
Use when evaluating business model viability, analyzing profitability per customer/product/transaction, validating...
Use when managing time and attention, combating procrastination or context-switching, prioritizing high-impact work,...
Use to stress-test predictions by assuming they failed and working backward to identify why. Invoke when confidence...
Use when writing or reviewing NIH, NSF, or foundation grant proposals. Invoke when user mentions specific aims, R01,...
Use when making decisions under time pressure or uncertainty, preventing errors in complex procedures, designing...
Use when exploring alternative scenarios, testing assumptions through "what if" questions, understanding causal...
Use when organizing content for digital products, designing navigation systems, restructuring information...
Use when defining stopping rules for projects, avoiding sunk cost fallacy, setting objective exit criteria, deciding...
Use when reasoning across multiple abstraction levels (strategic/tactical/operational), designing systems with...
Use when complex systems need visual documentation, mapping component relationships and dependencies, creating...
Use to convert probabilities into decisions (bet/pass/hedge) and optimize scoring. Invoke when need to calculate...
Use when long-term knowledge retention is needed (weeks to months), studying for exams or certifications, learning...
Use when prompts produce inconsistent or unreliable outputs, need explicit structure and constraints, require safety...
Use when setting product North Star metrics, decomposing high-level business metrics into actionable sub-metrics and...
Use when you have implemented an equivariant model and need to verify it correctly respects the intended symmetries....
Use when need systematic innovation through comprehensive solution space exploration, resolving technical...