lev-os/agents - الصفحة ٦٨

scaling-laws

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

لغة النص الأصلي: الإنجليزية

scarcity

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

لغة النص الأصلي: الإنجليزية

scenario-based-assessment

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

لغة النص الأصلي: الإنجليزية

schelling-fence

You face a continuum from acceptable to unacceptable:

لغة النص الأصلي: الإنجليزية

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.

لغة النص الأصلي: الإنجليزية

scope-insensitivity

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

لغة النص الأصلي: الإنجليزية

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…

لغة النص الأصلي: الإنجليزية

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.

لغة النص الأصلي: الإنجليزية

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.

لغة النص الأصلي: الإنجليزية

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…

لغة النص الأصلي: الإنجليزية

shell-scenario-planning

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

لغة النص الأصلي: الإنجليزية

six-thinking-hats

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

لغة النص الأصلي: الإنجليزية

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

لغة النص الأصلي: الإنجليزية

small-world-networks

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

لغة النص الأصلي: الإنجليزية

socratic-questioning

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

لغة النص الأصلي: الإنجليزية

solid-principles

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

لغة النص الأصلي: الإنجليزية

source-confusion

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

لغة النص الأصلي: الإنجليزية

state-management-patterns

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

لغة النص الأصلي: الإنجليزية

status-quo-bias

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

لغة النص الأصلي: الإنجليزية

stereotyping

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

لغة النص الأصلي: الإنجليزية

stock-and-flow-diagrams

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

لغة النص الأصلي: الإنجليزية

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,…

لغة النص الأصلي: الإنجليزية

strategic-group-analysis

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

لغة النص الأصلي: الإنجليزية

streaming-inference

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

لغة النص الأصلي: الإنجليزية

stress-testing

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

لغة النص الأصلي: الإنجليزية

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

لغة النص الأصلي: الإنجليزية

sunk-costs

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

لغة النص الأصلي: الإنجليزية

superforecasting

Make probabilistic predictions when strategic decisions require accurate risk assessment

لغة النص الأصلي: الإنجليزية

supply-and-demand

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

لغة النص الأصلي: الإنجليزية

survivorship-bias

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

لغة النص الأصلي: الإنجليزية

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

لغة النص الأصلي: الإنجليزية

swot-analysis

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

لغة النص الأصلي: الإنجليزية

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

لغة النص الأصلي: الإنجليزية

system-1-system-2-thinking

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

لغة النص الأصلي: الإنجليزية

system-archetypes

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

لغة النص الأصلي: الإنجليزية

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…

لغة النص الأصلي: الإنجليزية

te-virtue-power

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

لغة النص الأصلي: الإنجليزية

team-topologies

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

لغة النص الأصلي: الإنجليزية

test-driven-development

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

لغة النص الأصلي: الإنجليزية

tetlocks-10-commandments

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

لغة النص الأصلي: الإنجليزية