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Mental models are frameworks for structuring complex problems. This Skill classifies your problem by type, gathers relevant context, applies suitable models like decision trees or risk matrices, and synthesizes actionable insights to guide your analysis toward trade-off evaluation and prioritization.

Use structured problem-solving when comparing options, making decisions with uncertain outcomes, or facing trade-offs where multiple factors matter. Mental models ensure you evaluate risk, identify hidden assumptions, and weigh consequences systematically rather than relying on pattern matching alone.

Mental models address diagnostics (identifying root causes), prioritization (ranking competing concerns), risk assessment (evaluating likelihood and impact), optimization (resource allocation), strategy (long-term planning), and systemic thinking (understanding interconnected effects across domains).

Mental models reduce bias by forcing explicit reasoning about trade-offs, information gaps, and second-order effects. They provide a repeatable framework for comparing alternatives and storing past analyses, so your reasoning becomes more consistent and improvable over time.

Yes. This Skill recalls relevant past analyses from memory, allowing you to recognize problem patterns and apply lessons learned. Storing completed analyses creates a personal library of structured thinking you can reference and adapt for new scenarios.

The Skill assesses whether you need local context (existing data), web research (external facts), or user input (stakeholder perspectives). It coordinates efficient context gathering so you apply mental models with sufficient detail to reach sound conclusions without unnecessary information collection.