# Visual Models Index — 100 Vector Mental Models (llms.txt)
> Standard AI-readable manifest for AI agents, Claude, and LLMs.
> This repository provides 100 vector SVG mental models and strategic decision frameworks.
> For full inline SVG code, see: llms-full.txt or diagrams.json

## How to use this repository in Claude:
When generating presentations, artifacts, HTML slides, or markdown documentation:
1. Reference the diagram by its slug or ID below.
2. Embed the SVG code directly as inline SVG inside the HTML slide/artifact, OR
3. Reference as an image URL: `https://vmi.mkw.web.id/svg/{slug}.svg`

## Categories & Diagrams Directory


### Strategy
- **#001 The 2x2 Matrix** (`the_2x2_matrix`): Mapping initiatives along Impact vs Effort axes to systematically separate High-Value Quick Wins from low-leverage time sinks. [SVG: svg/the_2x2_matrix.svg]
- **#002 The Iceberg Model** (`the_iceberg_model`): Surface symptoms represent only 10% of reality; durable problem-solving requires addressing structural rules and systemic mental models beneath. [SVG: svg/the_iceberg_model.svg]
- **#003 Inversion Thinking** (`inversion_thinking`): Instead of planning forward for success, invert the problem by defining every possible failure mode and systematically eliminating them. [SVG: svg/inversion_thinking.svg]
- **#004 Three Horizons Framework** (`three_horizons_framework`): McKinsey's growth framework: Defend core cash-flow engines (H1), nurture emerging bets (H2), and fund long-term transformative options (H3). [SVG: svg/three_horizons_framework.svg]
- **#005 Pyramid Principle** (`pyramid_principle`): Minto's executive structure: Deliver the bottom-line recommendation first, supported by a MECE grouping of evidence underneath. [SVG: svg/pyramid_principle.svg]
- **#006 First Principles Thinking** (`first_principles_thinking`): Stripping away reasoning by analogy down to bedrock physical truths, then reasoning upward to construct novel solutions. [SVG: svg/first_principles_thinking.svg]
- **#007 MECE Tree Breakdown** (`mece_tree_breakdown`): Rigorous analytical taxonomy: Segmenting problems into non-overlapping branches that comprehensively account for all possibilities. [SVG: svg/mece_tree_breakdown.svg]
- **#008 Circle of Competence** (`circle_of_competence`): Buffett's competence law: Superior alpha comes from remaining strictly within the boundaries of what you genuinely comprehend. [SVG: svg/circle_of_competence.svg]
- **#009 Second-Order Thinking** (`second_order_thinking`): Evaluating decisions not by their immediate first-order payoff, but by the chain of systemic feedback loops they trigger thereafter. [SVG: svg/second_order_thinking.svg]
- **#010 Strategy Trade-Offs** (`strategy_trade_offs`): Porter's competitive strategy: Deliberately choosing what NOT to do in order to establish and protect an uncontested position. [SVG: svg/strategy_trade_offs.svg]
- **#011 The Strategy Funnel** (`the_strategy_funnel`): Filtering total market potential into focused segments and qualified opportunities. [SVG: svg/the_strategy_funnel.svg]
- **#012 Porter's Five Forces** (`porters_five_forces`): Five competitive industry forces shaping long-term profitability. [SVG: svg/porters_five_forces.svg]
- **#013 Blue Ocean Strategy** (`blue_ocean_strategy`): Creating uncontested market space rather than competing in crowded red oceans. [SVG: svg/blue_ocean_strategy.svg]
- **#014 Decision Trees** (`decision_trees`): Mapping sequential decision branches and probability pathways. [SVG: svg/decision_trees.svg]
- **#015 The Black Swan Event** (`the_black_swan_event`): Rare, extreme-impact anomalies that defy standard Gaussian models. [SVG: svg/the_black_swan_event.svg]
- **#016 The Lindy Effect** (`the_lindy_effect`): The longer a non-perishable idea has survived, the longer its expected future lifespan. [SVG: svg/the_lindy_effect.svg]
- **#017 Chesterton's Fence** (`chestertons_fence`): Never remove a barrier until you fully understand why it was built initially. [SVG: svg/chestertons_fence.svg]
- **#018 Asymmetric Risk/Reward** (`asymmetric_riskreward`): Capping downside risk while maintaining unlimited upside potential. [SVG: svg/asymmetric_riskreward.svg]
- **#019 The Red Queen Effect** (`the_red_queen_effect`): Running as fast as possible just to maintain relative position in an evolving market. [SVG: svg/the_red_queen_effect.svg]
- **#020 The Map is Not the Territory** (`the_map_is_not_the_territory`): Models and slides are simplified representations, not the reality of the terrain. [SVG: svg/the_map_is_not_the_territory.svg]

### Growth
- **#021 The Growth Flywheel** (`the_growth_flywheel`): A compounding growth engine where small sequential operational wins reinforce and accelerate each subsequent cycle. [SVG: svg/the_growth_flywheel.svg]
- **#022 The S-Curve Transition** (`the_s_curve_transition`): Navigating inflection points by investing in next-generation S-curves before the incumbent engine reaches market saturation. [SVG: svg/the_s_curve_transition.svg]
- **#023 The Compound Effect** (`the_compound_effect`): The mathematics of compounding: A 1% marginal daily improvement yields a 37-fold exponential leap over 365 days. [SVG: svg/the_compound_effect.svg]
- **#024 Network Effects** (`network_effects`): Metcalfe's platform law: Network value scales quadratically (N²) relative to the addition of each participating node. [SVG: svg/network_effects.svg]
- **#025 Viral K-Factor** (`viral_k_factor`): When each user refers more than one new user, exponential growth occurs. [SVG: svg/viral_k_factor.svg]
- **#026 Economies of Scale** (`economies_of_scale`): Per-unit cost decreases significantly as total production volume increases. [SVG: svg/economies_of_scale.svg]
- **#027 The Innovation Chasm** (`the_innovation_chasm`): The dangerous gap between early technology enthusiasts and the pragmatist mass market. [SVG: svg/the_innovation_chasm.svg]
- **#028 Platform Multiplier** (`platform_multiplier`): A foundational ecosystem enabling thousands of independent builders to create value. [SVG: svg/platform_multiplier.svg]
- **#029 Zero-Sum vs Positive-Sum** (`zero_sum_vs_positive_sum`): Positive-sum game theory: Generating net-new value that expands the entire pie rather than engaging in destructive margin wars. [SVG: svg/zero_sum_vs_positive_sum.svg]
- **#030 The Long Tail** (`the_long_tail`): The cumulative volume of thousands of niche products exceeding top bestsellers. [SVG: svg/the_long_tail.svg]
- **#031 Diminishing Returns** (`diminishing_returns`): Past the optimal point, each additional unit of input yields progressively smaller output gains. [SVG: svg/diminishing_returns.svg]
- **#032 Lock-in & Moat** (`lock_in_moat`): Defensive competitive moats that increase customer switching costs. [SVG: svg/lock_in_moat.svg]
- **#033 TAM SAM SOM Funnel** (`tam_sam_som_funnel`): Three concentric market sizing circles: Total, Serviceable, and Obtainable market. [SVG: svg/tam_sam_som_funnel.svg]
- **#034 The Tipping Point** (`the_tipping_point`): The critical threshold where a minor change triggers rapid, self-sustaining adoption. [SVG: svg/the_tipping_point.svg]
- **#035 Power Law (80/20 Extreme)** (`power_law_8020_extreme`): A single venture or outcome generating larger returns than all others combined. [SVG: svg/power_law_8020_extreme.svg]
- **#036 Asymmetric Funnel** (`asymmetric_funnel`): Fixing bottom-funnel churn creates exponentially higher value than increasing top-funnel traffic. [SVG: svg/asymmetric_funnel.svg]
- **#037 Value Chain Integration** (`value_chain_integration`): Controlling critical sequential links to dictate industry standards and quality. [SVG: svg/value_chain_integration.svg]
- **#038 Compounding Knowledge** (`compounding_knowledge`): Each new mental model accelerates the acquisition and retention of future concepts. [SVG: svg/compounding_knowledge.svg]
- **#039 Social Proof Multiplier** (`social_proof_multiplier`): Buyer confidence increases exponentially with verified social validation and reviews. [SVG: svg/social_proof_multiplier.svg]
- **#040 The Flywheel Friction** (`the_flywheel_friction`): Eliminating friction points on the growth flywheel rapidly unlocks higher velocity. [SVG: svg/the_flywheel_friction.svg]

### Productivity
- **#041 Signal vs Noise** (`signal_vs_noise`): Attentional filtering: Ruthlessly suppressing ambient noise to direct all cognitive bandwidth toward the single high-impact signal. [SVG: svg/signal_vs_noise.svg]
- **#042 Leverage (Daya Ungkit)** (`leverage_daya_ungkit`): Naval Ravikant's leverage doctrine: Utilizing software, media, and capital to achieve non-linear output independent of input hours. [SVG: svg/leverage_daya_ungkit.svg]
- **#043 The Bottleneck** (`the_bottleneck`): Goldratt's constraint theory: The maximum throughput of any pipeline is strictly dictated by the capacity of its single slowest bottleneck. [SVG: svg/the_bottleneck.svg]
- **#044 Deep Work vs Shallow** (`deep_work_vs_shallow`): Newport's deep focus: Uninterrupted immersion in cognitively demanding tasks generates rare, high-value, and defensible output. [SVG: svg/deep_work_vs_shallow.svg]
- **#045 Pareto Principle (80/20)** (`pareto_principle_8020`): Pareto's power law: A vital minority (20%) of input drivers accounts for an overwhelming majority (80%) of strategic outcomes. [SVG: svg/pareto_principle_8020.svg]
- **#046 Focus vs Scattered** (`focus_vs_scattered`): Dividing energy across 10 directions produces zero breakthrough depth. [SVG: svg/focus_vs_scattered.svg]
- **#047 Consistency > Intensity** (`consistency_intensity`): Sustainable execution: A disciplined daily operating cadence consistently outperforms heroic bursts followed by cognitive burnout. [SVG: svg/consistency_intensity.svg]
- **#048 Parkinson's Law** (`parkinsons_law`): Work expands to fill the exact time frame allocated for its completion. [SVG: svg/parkinsons_law.svg]
- **#049 The Eisenhower Matrix** (`the_eisenhower_matrix`): Separating urgent fire drills from truly important strategic priorities. [SVG: svg/the_eisenhower_matrix.svg]
- **#050 Flow State Channel** (`flow_state_channel`): The precise corridor where elevated challenge matches high personal capability. [SVG: svg/flow_state_channel.svg]
- **#051 Friction vs Velocity** (`friction_vs_velocity`): Removing a single friction step doubles throughput and execution speed. [SVG: svg/friction_vs_velocity.svg]
- **#052 The 2-Minute Rule** (`the_2_minute_rule`): If an action takes less than two minutes, execute it immediately without scheduling. [SVG: svg/the_2_minute_rule.svg]
- **#053 Batch Processing** (`batch_processing`): Grouping similar micro-tasks together to minimize context switching overhead. [SVG: svg/batch_processing.svg]
- **#054 Timeboxing Grid** (`timeboxing_grid`): Locking dedicated calendar blocks for critical work before the day begins. [SVG: svg/timeboxing_grid.svg]
- **#055 Attention Residue** (`attention_residue`): Shifting between tasks leaves lingering cognitive residue that impairs focus. [SVG: svg/attention_residue.svg]
- **#056 Energy Curve Management** (`energy_curve_management`): Matching your most demanding cognitive work to your natural daily energy peaks. [SVG: svg/energy_curve_management.svg]
- **#057 The Habit Loop** (`the_habit_loop`): The neurological pattern of Cue, Craving, Response, and Reward. [SVG: svg/the_habit_loop.svg]
- **#058 Context Switching Penalty** (`context_switching_penalty`): Each disruption incurs a 20+ minute penalty to regain deep cognitive flow. [SVG: svg/context_switching_penalty.svg]
- **#059 Task Prioritization Hopper** (`task_prioritization_hopper`): Placing large rocks into the container before filling it with pebbles and sand. [SVG: svg/task_prioritization_hopper.svg]
- **#060 The 1% Rule Staircase** (`the_1_rule_staircase`): A 1% daily marginal improvement accumulates into significant long-term progress. [SVG: svg/the_1_rule_staircase.svg]

### Systems
- **#061 Feedback Loops** (`feedback_loops`): Cybernetic regulation: Routing real-time output measurements back into input controls to achieve autonomous systemic equilibrium. [SVG: svg/feedback_loops.svg]
- **#062 Decoupled Architecture** (`decoupled_architecture`): Fault isolation: Decoupling component dependencies so that critical failures in one domain cannot cascade across the system. [SVG: svg/decoupled_architecture.svg]
- **#063 Technical Debt** (`technical_debt`): Technical debt mechanics: Sub-optimal engineering shortcuts taken for immediate speed compound into crippling operational drag over time. [SVG: svg/technical_debt.svg]
- **#064 Redundancy & Failover** (`redundancy_failover`): Automated standby secondary paths that activate immediately upon primary failure. [SVG: svg/redundancy_failover.svg]
- **#065 Modular Snap Blocks** (`modular_snap_blocks`): Standardized interfaces that allow components to swap without structural redesign. [SVG: svg/modular_snap_blocks.svg]
- **#066 Black Box vs Transparent** (`black_box_vs_transparent`): Hiding internal complexity behind clean, standardized input/output interfaces. [SVG: svg/black_box_vs_transparent.svg]
- **#067 Single Point of Failure** (`single_point_of_failure`): A vulnerable system link whose failure incapacitates the entire chain. [SVG: svg/single_point_of_failure.svg]
- **#068 Async Message Queue** (`async_message_queue`): Buffering workload to decouple producer throughput from consumer capacity. [SVG: svg/async_message_queue.svg]
- **#069 Monolith vs Microservices** (`monolith_vs_microservices`): Single unified core versus independent distributed service network. [SVG: svg/monolith_vs_microservices.svg]
- **#070 Rate Limiting Valve** (`rate_limiting_valve`): Protective throttling valves that shield backend services from traffic surges. [SVG: svg/rate_limiting_valve.svg]
- **#071 State Machine Flow** (`state_machine_flow`): Deterministic systems transitioning through explicit, valid state triggers. [SVG: svg/state_machine_flow.svg]
- **#072 Cache Pyramid** (`cache_pyramid`): Tiered memory hierarchies: ultra-fast low-capacity cache over high-capacity persistent storage. [SVG: svg/cache_pyramid.svg]
- **#073 Circuit Breaker Pattern** (`circuit_breaker_pattern`): Temporarily interrupting connection calls to failing services to allow recovery. [SVG: svg/circuit_breaker_pattern.svg]
- **#074 Pipeline Assembly** (`pipeline_assembly`): Sequential processing where the validated output of stage one feeds stage two. [SVG: svg/pipeline_assembly.svg]
- **#075 Load Balancer Split** (`load_balancer_split`): Distributing incoming client requests evenly across available infrastructure nodes. [SVG: svg/load_balancer_split.svg]
- **#076 Data Lake vs Warehouse** (`data_lake_vs_warehouse`): Raw multi-format repositories versus highly curated structured analytical schemas. [SVG: svg/data_lake_vs_warehouse.svg]
- **#077 Idempotency Principle** (`idempotency_principle`): Executing an operation repeatedly without altering the final system state. [SVG: svg/idempotency_principle.svg]
- **#078 Event-Driven Hub** (`event_driven_hub`): Centralized broker dispatching events asynchronously to decoupled subscribers. [SVG: svg/event_driven_hub.svg]
- **#079 High Availability Ring** (`high_availability_ring`): Interconnected nodes maintaining real-time heartbeat and data replication. [SVG: svg/high_availability_ring.svg]
- **#080 Agile Iteration Sprint** (`agile_iteration_sprint`): Rapid cycles: Design, Build, Measure, and Adapt based on real usage data. [SVG: svg/agile_iteration_sprint.svg]

### Psychology
- **#081 The Empathy Gap** (`the_empathy_gap`): Failing to anticipate how different emotional states alter user decisions. [SVG: svg/the_empathy_gap.svg]
- **#082 Anchoring Effect** (`anchoring_effect`): Cognitive anchoring: The initial datum introduced disproportionately biases and bounds all subsequent rational valuations. [SVG: svg/anchoring_effect.svg]
- **#083 Loss Aversion (2x Pain)** (`loss_aversion_2x_pain`): Kahneman & Tversky's loss aversion: The psychological distress of a loss is experienced with twice the intensity of an equivalent gain. [SVG: svg/loss_aversion_2x_pain.svg]
- **#084 Confirmation Bias Filter** (`confirmation_bias_filter`): The tendency to accept information that confirms prior beliefs and discard contradictory data. [SVG: svg/confirmation_bias_filter.svg]
- **#085 Cognitive Load Overflow** (`cognitive_load_overflow`): Working memory is constrained to processing roughly 4 distinct items simultaneously. [SVG: svg/cognitive_load_overflow.svg]
- **#086 The Dunning-Kruger Curve** (`the_dunning_kruger_curve`): The Dunning-Kruger curve: Perceived confidence peaks at superficial familiarity before crashing as true operational depth is uncovered. [SVG: svg/the_dunning_kruger_curve.svg]
- **#087 Overcoming Inertia** (`overcoming_inertia`): The initial activation energy required to begin is far higher than energy to maintain motion. [SVG: svg/overcoming_inertia.svg]
- **#088 The Scarcity Urgency** (`the_scarcity_urgency`): Perceived value and urgency increase sharply when availability or time is constrained. [SVG: svg/the_scarcity_urgency.svg]
- **#089 The Framing Spotlight** (`the_framing_spotlight`): Presenting identical data through different semantic frames alters conclusions. [SVG: svg/the_framing_spotlight.svg]
- **#090 The Spotlight Effect** (`the_spotlight_effect`): Overestimating how much external observers notice our minor flaws and missteps. [SVG: svg/the_spotlight_effect.svg]
- **#091 The Halo Effect** (`the_halo_effect`): A single positive attribute creating an overarching favorable impression of the whole. [SVG: svg/the_halo_effect.svg]
- **#092 Reciprocity Loop** (`reciprocity_loop`): Providing upfront value naturally stimulates a psychological drive to return the favor. [SVG: svg/reciprocity_loop.svg]
- **#093 Sunk Cost Trap** (`sunk_cost_trap`): Continuing an unproductive venture simply because past resources cannot be recovered. [SVG: svg/sunk_cost_trap.svg]
- **#094 The Blind Spot** (`the_blind_spot`): Critical angles invisible to the individual but easily observed by external peers. [SVG: svg/the_blind_spot.svg]
- **#095 The Overton Window** (`the_overton_window`): The range of policies and ideas considered mainstream and acceptable by the public. [SVG: svg/the_overton_window.svg]
- **#096 Active Listening** (`active_listening`): Listening to fully comprehend rather than merely waiting for a turn to speak. [SVG: svg/active_listening.svg]
- **#097 Storytelling Arc** (`storytelling_arc`): The narrative structure: Context, Inciting Incident, Climax, and Resolution. [SVG: svg/storytelling_arc.svg]
- **#098 Status Quo Bias** (`status_quo_bias`): The default preference to keep things as they are due to fear of change. [SVG: svg/status_quo_bias.svg]
- **#099 The Trust Equation** (`the_trust_equation`): The Trust Equation: Credibility, Reliability, and Intimacy are immediately nullified when perceived Self-Orientation is elevated. [SVG: svg/the_trust_equation.svg]
- **#100 First Impression Anchor** (`first_impression_anchor`): Initial perceptions formed within seconds that color subsequent assessments. [SVG: svg/first_impression_anchor.svg]