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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Affect Heuristic

Using emotional responses as rapid information shortcuts to judge risks and benefits, often overriding analytical reasoning

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Agent-Based Modeling

Simulates complex systems from the bottom-up by defining simple rules for individual agents and observing emergent patterns from their interactions

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Autocatalytic Sets

Self-sustaining chemical reaction networks where molecules collectively catalyze each other's formation from basic building blocks

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Attentional Bias

Current thoughts and preoccupations disproportionately affect what we notice, leading us to selectively perceive information that matches our mental focus

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Bayesian Updating

Systematically update your confidence in hypotheses as new evidence arrives, weighting both prior beliefs and new information by their respective reliability

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cathedral-thinking

Plan and execute multi-generational projects you won't live to see completed, laboring in the present for future glory and legacy

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Chaos Theory

Tiny changes in initial conditions of complex systems lead to drastically different outcomes over time, making long-term prediction impossible

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compound-effects

Leverage small consistent actions that accumulate into dramatic long-term results through repetition and time

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Anchoring

First information disproportionately influences judgments and decisions, even when the initial value is arbitrary or irrelevant

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Aumann's Agreement Theorem

Two rational Bayesian agents with the same prior beliefs cannot agree to disagree if their posterior beliefs are common knowledge

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biodiversity

When variety of life forms within a system creates resilience and stability

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causal-loop-diagrams

Map cause-and-effect relationships with reinforcing/balancing feedback loops to visualize system structure and predict behavior patterns

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challengeescape

When questioning assumptions or escaping current thinking patterns reveals breakthrough insights

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Complex Adaptive Systems

Understand systems exhibiting emergence, self-organization, and adaptive behavior from multiple interacting agents where macro patterns arise from micro interactions - analyze markets, ecosystems, and…

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alloying

When combining different elements creates properties greater than the sum of individual parts

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Antifragility

Systems that don't just withstand shocks and volatility but actively gain strength from them

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Attractors

A state or set of states toward which a dynamical system naturally evolves over time, regardless of where it starts

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Base Rate Fallacy

Ignoring statistical base rates in favor of vivid case-specific information when assessing probability

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Black Swan Theory

Rare, high-impact, unpredictable events disproportionately shape history, markets, and systems

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chain-reactions

When one event triggers another in a self-sustaining sequence, creating exponential effects

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clustering-illusion

Recognize that streaks and clusters in small samples are inevitable features of randomness, not meaningful patterns requiring explanation or action

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concentration

When understanding how density or focus of resources affects system behavior and outcomes

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