lev-os/agents - Seite 68

scaling-laws

Predict resource needs and innovation dynamics when evaluating whether to scale up or stay small

Quellsprache: Englisch

scarcity

Leverage limited resources and exclusivity to drive value, prioritization, and strategic advantage

Quellsprache: Englisch

scenario-based-assessment

Creating scenarios like "cybersecurity incident" or "economic downturn"—too vague to drive specific responses.

Quellsprache: Englisch

schelling-fence

You face a continuum from acceptable to unacceptable:

Quellsprache: Englisch

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.

Quellsprache: Englisch

scope-insensitivity

Force proportional analysis when emotional responses fail to scale with problem magnitude

Quellsprache: Englisch

second-order-thinking

Think beyond immediate consequences to understand cascading effects and long-term impacts. Use when making high-stakes decisions, evaluating long-term strategies, or when everyone agrees on the obvious solution. Apply systematic "and then what?" questioning…

Quellsprache: Englisch

sensitivity-analysis

Systematic testing of how changes in input variables (assumptions) affect output results, revealing which factors drive outcomes and where model risk is concentrated.

Quellsprache: Englisch

serial-position-effects

If someone asks what's on the list immediately, you grab what's on the desk (last items) plus retrieve what you filed (first items). Middle items were neither filed nor still on the desk.

Quellsprache: Englisch

shell-method-scenario-planning

Navigate strategic uncertainty through multiple plausible future scenarios rather than single-point forecasting. Developed at Royal Dutch Shell, this framework replaces single-point predictions with 2-4 rich narratives representing genuinely different futures…

Quellsprache: Englisch

shell-scenario-planning

Royal Dutch Shell's pioneering scenario planning method using critical uncertainties to develop multiple plausible futures for strategic preparedness

Quellsprache: Englisch

six-thinking-hats

Parallel thinking method using six colored hats to systematically explore problems from six distinct perspectives in sequence

Quellsprache: Englisch

six-ways-long-term

Apply Roman Krznaric's cognitive toolkit for becoming a good ancestor through deep-time humility, legacy mindset, intergenerational justice, cathedral thinking, holistic forecasting, and transcendent goals

Quellsprache: Englisch

small-world-networks

Add strategic bridges when teams are siloed but need rapid information diffusion

Quellsprache: Englisch

socratic-questioning

Use systematic questioning to expose assumptions, examine evidence, explore implications, and develop rigorous critical thinking through guided dialogue

Quellsprache: Englisch

solid-principles

Write maintainable object-oriented code by following five design principles - Single Responsibility, Open-Closed, Liskov Substitution, Interface Segregation, Dependency Inversion

Quellsprache: Englisch

source-confusion

Document attribution in real-time when memory accurately recalls content but distorts its origin

Quellsprache: Englisch

state-management-patterns

Systematically manage application state across components using patterns like centralized stores, observable state, atomic updates, and unidirectional data flow

Quellsprache: Englisch

status-quo-bias

Design defaults strategically or reduce switching costs when people disproportionately prefer current state

Quellsprache: Englisch

stereotyping

Making automatic assumptions about individuals based on their group membership rather than actual characteristics or behavior

Quellsprache: Englisch

stock-and-flow-diagrams

Model system dynamics with stocks (accumulations), flows (rates of change), and feedback to quantitatively predict behavior over time

Quellsprache: Englisch

stocks-flows-delays

Model system dynamics through accumulations (stocks), rates of change (flows), and time lags (delays) to understand inertia, overshoot, oscillation, and equilibrium - map inflows, outflows, buffers, and feedback loops when diagnosing capacity problems,…

Quellsprache: Englisch

strategic-group-analysis

Map competitive positioning by clustering rivals with similar strategies when analyzing industry structure

Quellsprache: Englisch

streaming-inference

Process unbounded data streams with sub-100ms predictions when real-time ML inference is required

Quellsprache: Englisch

stress-testing

Push systems beyond normal operating conditions to find breaking points, capacity limits, and failure modes before they occur in production

Quellsprache: Englisch

sunk-cost-fallacy

Continuing an endeavor due to previously invested resources (time, money, effort) rather than current and future costs and benefits, escalating commitment to failing courses of action

Quellsprache: Englisch

sunk-costs

Ignore past investments that cannot be recovered; base decisions only on future costs and benefits

Quellsprache: Englisch

superforecasting

Make probabilistic predictions when strategic decisions require accurate risk assessment

Quellsprache: Englisch

supply-and-demand

Predict price and quantity changes by analyzing how supply (what producers offer) and demand (what consumers want) interact at market equilibrium

Quellsprache: Englisch

survivorship-bias

Drawing conclusions from incomplete data by focusing only on successes while ignoring failures that are no longer visible

Quellsprache: Englisch

switching-costs

The total cost—monetary, time, effort, psychological, and risk—that a customer incurs when changing from one product or service to another, creating defensive moats and pricing power for incumbents

Quellsprache: Englisch

swot-analysis

Analyze four strategic dimensions in a 2x2 matrix to create actionable strategic initiatives.

Quellsprache: Englisch

system-1-system-2

Recognize when you're using fast intuitive thinking versus slow deliberate reasoning - match the thinking mode to the decision's complexity and stakes

Quellsprache: Englisch

system-1-system-2-thinking

Activate slow analytical thinking to override fast intuition when decisions are high-stakes or unfamiliar

Quellsprache: Englisch

system-archetypes

Recognize recurring system behavior patterns like limits-to-growth and tragedy-of-commons to predict failure modes and design interventions

Quellsprache: Englisch

system-traps

Recognize and escape archetypal failure patterns like policy resistance, tragedy of the commons, drift to low performance, and escalation dynamics that create recurring problems - apply structural solutions to vicious cycles when organizations exhibit…

Quellsprache: Englisch

te-virtue-power

Build authentic influence through inner character alignment when formal authority is insufficient

Quellsprache: Englisch

team-topologies

Organizational design framework using four team types and three interaction modes to optimize flow and reduce cognitive load

Quellsprache: Englisch

test-driven-development

Write reliable code by following the Red-Green-Refactor cycle - write failing test first, make it pass, then improve design

Quellsprache: Englisch

tetlocks-10-commandments

Improve forecast accuracy by following Philip Tetlock's 10 evidence-based principles from superforecaster research distinguishing top 2% predictors

Quellsprache: Englisch