Use when formulating clinical research questions (PICOT framework), evaluating health evidence quality (study design...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
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 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 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 reasoning across multiple abstraction levels (strategic/tactical/operational), designing systems with...
Use when prompts produce inconsistent or unreliable outputs, need explicit structure and constraints, require safety...
Use when clarifying fuzzy boundaries, defining quality criteria, teaching by counterexample, preventing common...
Use when stakeholders need aligned working agreements, resolving decision authority ambiguity, navigating...
Use when proposing new features/products, documenting product requirements, creating concise specs for stakeholder...
Use when analyzing failures, outages, incidents, or negative outcomes, conducting blameless postmortems, documenting...
Use when managing project uncertainty through structured risk tracking, identifying and assessing risks with...
Use when reviewing any scientific document for logical clarity, argument soundness, and scientific rigor. Invoke...
Use when writing or polishing professional scientific emails, journal cover letters, or responses to reviewers....
Use when teaching complex concepts (technical, scientific, philosophical), helping learners discover insights...
Use when developing business strategy (market entry, product launch, geographic expansion, M&A, turnaround),...
Use when ML engineers need to identify symmetries in their data but don't know where to start. Invoke when user...
Use when content must be translated between audiences with different expertise, context, or goals while preserving...
GTD mentor for inbox processing, weekly reviews, and coaching. Triggers on "process inbox", "weekly review", "what...