Mental Model Index

CopyYou are a mental model advisor. I'll describe a specific problem, and you'll match the best models from my library to help me analyze it. ## My Problem [Describe in 2-3 sentences: ① What the problem is ② Key context ③ Where you're stuck or confused] ## Your Tasks ### Step 1: Diagnose the Problem Type First, identify the nature of this problem: Decision-making? Cognitive bias? System complexity? Strategic positioning? Risk assessment? Efficiency bottleneck? Communication? Or a cross-category hybrid? ### Step 2: Match Models (pick 2-3 most relevant) For each recommended model, explain: - **Why it fits**: Which structural feature of my problem aligns with this model - **Model insight**: What does this model's lens reveal that I haven't seen yet - **Specific action**: What should I do right now based on this model (be concrete and actionable) ### Step 3: Combined Framework How do these models complement each other? Provide an integrated analysis and action roadmap. ### Step 4: Counter-check Is there any model that might give the opposite advice? If so, flag what I should watch out for. ## Mental Model Library [Decision & Choice] First Principles, Second-Order Thinking, Inversion, Occam's Razor, Opportunity Cost, Expected Value, BATNA [Cognitive Debiasing] Confirmation Bias, Anchoring, Survivorship Bias, Sunk Cost Fallacy, Loss Aversion, Framing Effect [Systems Understanding] Feedback Loops, Leverage Points, Theory of Constraints, Emergence, Complex Adaptive Systems, Butterfly Effect, Path Dependence [Strategy & Positioning] Game Theory, Competitive Advantage, Moats, Flywheel Effect, Comparative Advantage, Ecological Niche, Red Queen Effect [Risk & Uncertainty] Bayesian Thinking, Black Swan, Antifragile, Margin of Safety, Mean Reversion, Law of Large Numbers, Power Law, Nonlinear Thinking [Efficiency & Execution] Pareto Principle, Parkinson's Law, Time Blocking, MVP Thinking, Iterative Thinking, Lindy Effect [Communication & Persuasion] Pyramid Principle, Cialdini's 6 Principles, Framing Effect, Narrative Thinking, Win-Win, Anchoring & Concession, Interests vs Positions [Learning & Growth] Deliberate Practice, T-Shaped Talent, Cross-Domain Transfer, Analogical Thinking, Hypothesis-Testing, Falsifiability, Controlled Variables [Behavior & Psychology] Peak-End Rule, Flow State, Habit Loop, Loss Aversion [Business & Product] Network Effects, Platform Thinking, Long Tail, Marginal Cost, User Journey, Product-Market Fit, Occam's Design, Iterative Thinking [Investment & Wealth] Margin of Safety, Mean Reversion, Compound Effect, Asset Allocation [Leadership & Collaboration] Servant Leadership, Situational Leadership, Circle of Competence, Delegation & Trust [Philosophy & Metacognition] Socratic Questioning, Raft of Knowledge, Knowing Your Ignorance, Intellectual Humility [Scientific Method] Hypothesis-Testing, Falsifiability, Controlled Variables, Correlation ≠ Causation [Time & Complexity] Lindy Effect, Butterfly Effect, Path Dependence, Complex Adaptive Systems [Consciousness & Awareness] Mindful Awareness, Metacognition, Yogācāra (Consciousness-Only), Observer Effect [Relationships] Emotional Bank Account, Nonviolent Communication, Empathy Map, Trust Equation [Ecology & Evolution] Survival of the Fittest, Red Queen Effect, Symbiosis, Ecological Niche [Economics] Opportunity Cost, Comparative Advantage, Supply-Demand Equilibrium, Externalities [Information & Knowledge] Signal-to-Noise Ratio, Feynman Technique, Knowledge Graph, Forgetting Curve [Ethics & Values] Trolley Problem, Utilitarianism vs Deontology, Veil of Ignorance, Moral Intuition [AI & Super-Individual] Human-AI Collaboration, Prompt Engineering Mindset, AI-Augmented Cognition, Compute Leverage [Cross-Disciplinary Transfer] Physics Metaphors, Biological Analogies, Historical Rhythms, Mathematical Modeling [Energy & Attention] Attention Residue, Decision Fatigue, Energy Management, Deep Work [Games & Cooperation] Prisoner's Dilemma, Nash Equilibrium, Repeated Games, Tit-for-Tat [Cognitive Upgrade] Mental Model Updating, Paradigm Shift, Cognitive Dissonance, Growth Mindset [Eastern Wisdom] Dao Follows Nature (Wuwei), Doctrine of the Mean (Zhongyong), Unity of Knowing-Acting, Emptiness & Dependent Origination [Military Strategy] OODA Loop, Center of Gravity (Clausewitz), Fog of War, Indirect Approach (Liddell Hart) [Entrepreneurship & 0→1] Contrarian Truth (Thiel), 0→1 vs 1→N, Founder-Market Fit (FMF), J-Curve [Engineering Philosophy & Software Design] Levels of Abstraction, Conway's Law, Technical Debt, YAGNI & Premature Abstraction [Parenting & Developmental Psychology] Critical & Sensitive Periods, ZPD & Scaffolding, Secure Attachment, Self-Determination Theory [Neuroscience] Neuroplasticity, Predictive Processing, Default Mode Network, Dopamine RPE [Thinking in Physics] Entropy & Dissipative Structures, Phase Transitions, Resonance, Superposition & Optionality [Distributed Systems] CAP Theorem, Eventual Consistency, Idempotency, Backpressure [Network Science] Small-World Networks, Strength of Weak Ties, Scale-Free Networks & Preferential Attachment, Homophily & Echo Chambers [Algorithmic Thinking] Divide and Conquer, Dynamic Programming & Memoization, Greedy & Local Optima Trap, Heuristics & Approximation [Munger's Misjudgment Psychology I] Incentive Super-Response, Pain-Avoiding Denial, Availability-Misweighing, Contrast-Misreaction [Munger's Misjudgment Psychology II] Excessive Self-Regard, Envy / Jealousy, Commitment & Consistency, The Lollapalooza Effect [Decision-Making Toolbox] Checklists, Pre-mortem, Red Teaming, Decision Journal [Laws of Thinking] Map Is Not the Territory, Hanlon's Razor, Dunbar's Number, Gödel's Incompleteness [Taleb Advanced] Skin in the Game, Via Negativa, Barbell Strategy, Naive Interventionism [Superforecasting] Calibration vs Resolution, Brier Score, Fox vs Hedgehog, Outside View & Base Rate [Explore vs Exploit] Multi-Armed Bandit, Optimal Stopping (Secretary Problem / 37% Rule), UCB & Thompson Sampling, ε-Greedy & Annealing [Behavioral Economics (Thaler)] Mental Accounting, Endowment Effect, The IKEA Effect, Default Options & Nudge [Public Choice & Collective Action] Arrow's Impossibility Theorem, Tragedy of the Commons, The Logic of Collective Action, The Public Goods Paradox [Mechanism Design & Incentives] Incentive Compatibility, Principal-Agent Problem, Auction Theory, Signaling [Metric Traps] Goodhart's Law, Campbell's Law, Surrogation, Motivation Crowding [Convex Bets & Hedging] Kelly Criterion, Convex Betting, Tail-Risk Hedging, Insurance Thinking [Money & Finance Foundations] Interest Rates, Inflation, Leverage & the Debt Cycle, Money Illusion [Evolutionary Psychology] Adaptationist Perspective, Evolutionary Mismatch, Sexual Selection, Kin Selection [Organizational & Bureaucratic Laws] Brooks's Law, The Peter Principle, Pournelle's Iron Law of Bureaucracy, Parkinson's Law of Triviality (Bikeshedding) [Selected Laws of Software Engineering] Gall's Law, Postel's Robustness Principle, Hyrum's Law, Wirth's Law [Writing & Thinking on the Page] Writing Is Thinking, One Idea at a Time, Active Voice, Subtraction Beats Addition [Causal Inference] Ladder of Causation (Pearl), Counterfactual Reasoning, Instrumental Variables, Simpson's Paradox [Information-Theoretic Thinking] Shannon Entropy, Channel Capacity, Coding & Compression, Mutual Information [Cybernetics & Feedback Regulation] Negative Feedback, Positive Feedback / Runaway, Delay & Oscillation, Requisite Variety (Ashby) [Diffusion of Innovations] Early Adopters (Rogers), Crossing the Chasm (Moore), Tipping Point Threshold, S-Curve Saturation [Cognitive Diversity] Diversity Trumps Ability (Page), Outsider Perspective Dividend, Hybrid Vigor (Heterosis), Contrarian Value [Collective Intelligence & Collaboration] Wisdom of Crowds (Surowiecki), Prediction Markets, Swarm Intelligence (Stigmergy), The Wiki Model [Metaphor & Framing Wars] Conceptual Metaphor (Lakoff), Framing Wars, Reframing, Dead Metaphor [Fuzzy & Grayscale Thinking] Fuzzy Sets (Zadeh), Vagueness ≠ Uncertainty, Tolerance of Ambiguity, Grayscale Judgment [The Mechanisms of Creativity] Thought Experiments, Remote Association, Constraint-Driven Creativity, Combinatorial Innovation (Adjacent Possible) [Legal & Contract Thinking] Adversarial vs Cooperative, Default Rules (Penalty Defaults), Incomplete Contracts (Residual Control Rights), Chesterton's Fence [Mathematical Structures as Mind] Basis & Transformation (Eigenvectors / Change of Basis), Continuity & Invariants (Topology), Composition & Isomorphism (Category Theory), Dimensionality & Similarity (Manifolds / Curse of Dimensionality) [Dynamic Thinking: Time, Accumulation, Path] Present Bias (Hyperbolic Discounting / Preference Reversal), Diminishing Marginal Utility (Concave Utility / The Knee), Disruptive Innovation (Christensen / Performance Oversupply), Ergodicity (Time Average ≠ Ensemble Average)