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map-vs-territory
Distinguish between mental models (maps) and reality (territory) to avoid confusing representations with the actual thing
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Skill Directory
AI Skill Directory
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
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Negativity Bias
Negative information, events, and experiences have disproportionately greater psychological impact than equivalent positive ones - bad is stronger than good.
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okrs
Goal-setting framework using qualitative Objectives and quantitative Key Results to align teams, drive ambitious outcomes, and measure progress
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opportunity-cost
Every choice has a hidden price - the value of the next best alternative you gave up to pursue it
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Principal-Agent Problem
Conflicts arising when one party (agent) makes decisions on behalf of another (principal), but their interests diverge and information is asymmetric
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pu-uncarved-block
The state of natural simplicity and wholeness before being shaped by external conditioning, maximizing power through preserving natural potential
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Requisite Variety (Ashby's Law)
The First Law of Cybernetics stating that a control system must have at least as much variety (response options) as the system it aims to regulate, otherwise the environment will dominate and destabil…
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scenario-based-assessment
Creating scenarios like "cybersecurity incident" or "economic downturn"—too vague to drive specific responses.
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momentum
Harness the compound power of motion in a consistent direction to make progress increasingly effortless over time
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noble-eightfold-path
Buddhist framework for ending suffering through integrated practice of wisdom, ethics, and mental discipline across eight interconnected dimensions
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ooda-loop
Outmaneuver competition by cycling through observe-orient-decide-act faster than opponents, operating inside their decision-making tempo
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phase-transitions
Sudden state change at critical thresholds where small incremental changes trigger rapid, often irreversible transformation
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principles-based-thinking
Codify and apply core principles to make consistent decisions across diverse situations rather than relying on rules or intuition
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Probability
Systematic approach to quantifying uncertainty and making better predictions by thinking in terms of likelihoods rather than certainties
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scale-free-networks
Identify hub vulnerabilities when analyzing infrastructure resilience or planning targeted interventions
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Schwerpunkt
German military concept meaning "point of main effort"—the decisive focal point where maximum resources, attention, and initiative must be concentrated to achieve breakthrough results.
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negative-visualization
Deliberately imagine potential losses and setbacks to build resilience and gratitude when preparing for major changes or managing anxiety about uncertain futures
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normal-distribution
Bell curve pattern where most values cluster around the mean with symmetrical variation
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Optimism Bias
Systematic tendency to overestimate likelihood of positive outcomes and underestimate negative ones, leading to unrealistic planning and risk assessment
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power-laws
Non-linear relationships where a small number of inputs drive the vast majority of outputs
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prisoners-dilemma
Recognize situations where individual rational choices lead to collectively worse outcomes - core model for cooperation vs. defection dynamics
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relativity
Recognize that measurements and observations depend on frame of reference—absolute values are less meaningful than relationships and context
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scope-insensitivity
Force proportional analysis when emotional responses fail to scale with problem magnitude
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socratic-questioning
Use systematic questioning to expose assumptions, examine evidence, explore implications, and develop rigorous critical thinking through guided dialogue
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