Operations Research Analysts

Stock And Flow Diagrams

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

Computación Científica

Analysis Patterns

Data analysis, pattern recognition, and systematic troubleshooting patterns

mindmorass2

Ventas y Marketing

Ab Test Designer

Design statistically valid A/B tests for marketing optimization

jmsktm2

Patrones de Arquitectura

Sy5 Systems Archetypes

Apply SY5 Systems Archetypes to recognize recurring dynamic patterns across different domains.

hummbl-dev2

Patrones de Arquitectura

Constraint Satisfaction

Constraint satisfaction problems

ffsshhttiikk2

Bienestar y Salud

Sy8 Homeostasisdynamic Equilibrium

Apply SY8 Homeostasis/Dynamic Equilibrium to understand self-regulating mechanisms maintaining stable states despite disturbances.

hummbl-dev2

Re11 Calibration Loops

Apply RE11 Calibration Loops to repeatedly check predictions against outcomes to improve forecasting accuracy.

hummbl-dev2

Salud y Fitness

Sh Estimate

Development effort estimation with T-shirt sizing and risk adjustment

cordsjon2

Análisis de Datos

Extremizing Forecasts

Adjust aggregated probability forecasts upward when diverse forecasters converge, compensating for crowd conservatism

Desarrollo de Videojuegos

Análisis de Datos

Abtesting Design

Hypothesis formation, null/alternative, control/variant setup, randomization hash-based, stratification

alphaonedev2

Educación

Wpgsd

Guide users through weighted parametric group sequential design using the wpgsd R package. Use this skill when the user asks about: correlated test statistics across hypotheses, generate_bounds, closed_test, correlation matrices for nested populations, or parametric multiplicity adjustment with group sequential designs.

keaven2

Attractors

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

Expected Value

Probability-weighted average of all possible outcomes used to compare uncertain options and make optimal decisions under risk

Feedback Loops

Identify reinforcing loops that drive exponential growth and balancing loops that provide automatic correction and self-regulation - map feedback mechanisms to understand control systems, homeostasis, and why systems amplify or dampen changes in engineering, biology, and organizations

Herramientas de Laboratorio

Applied Microeconometrics

Guides applied microeconometrics workflows for estimands, identification, specification, inference, and robustness. Use when working on DiD, IV, RD, panel regressions, treatment effects, or empirical design questions.

meleantonio1

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Problem Analysis

数模赛题分析与经典方法检索。分析赛题结构、识别子问题、检索经典建模方法。当用户说'分析赛题'、'problem analysis'、'赛题解读'时使用。

Best66681

Experiment Designer

Use when planning product experiments, writing testable hypotheses, estimating sample size, prioritizing tests, or interpreting A/B outcomes with practical statistical rigor.

levalencia1

Risk Metrics Calculation

Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.

satnamrsm1

Optimization Models

Comprehensive guide to optimization models. Master the concepts, implementation, best practices, and real-world applications of optimization models in professional environments.

Sandeeprdy17291

Académico

Causal Analysis

Use when evaluating whether evidence supports a causal claim or designing a study to test one. Triggers on "does X cause Y", "should we change X to improve Y", "we noticed X and Y move together", "the data shows...", "our A/B test found...", auditing causal reasoning in a document or analysis, drawing conclusions from observational data, confounders, selection bias.

jackwillis1

Ventas y Marketing

Monte Carlo

Comprehensive guide to monte carlo. Master the concepts, implementation, best practices, and real-world applications of monte carlo in professional environments.

Sandeeprdy17291

Académico

Prescriptive Analytics

Comprehensive guide to prescriptive analytics. Master the concepts, implementation, best practices, and real-world applications of prescriptive analytics in professional environments.

Sandeeprdy17291