통계학자

Regularize

Compute regularize operations. Use when you need to solve regularize equations, run statistical analysis, or simulate numerical models.

bytesagain3

Base Rates

Statistical frequency of events in a reference class that provides the starting point for predictions before considering specific case details

lev-os2

Statistics

Statistical analysis and methods

ffsshhttiikk2

교육

Statistical Testing Guide

Guide statistical testing for business decisions. TRIGGERS - Use when user needs help with statistical-testing-guide related tasks.

Winbda2

Statistical Methods Review Role

Reviews statistical assumption testing, significance reporting, robustness checks, and variable operationalization

Nathandela2

Neural Engineering Expert

Expert-level neural engineering covering neural interfaces, brain-computer interfaces, neural signal processing, deep brain stimulation, and neuroprosthetics.

luokai02

Statistical Analysis Plan

Plan statistical analyses. TRIGGERS - Use when user needs help with statistical-analysis-plan related tasks.

Winbda2

보안

Nsforge Verification Suite

驗證工具組合。觸發詞：驗證, verify, check, 維度, dimension。

u94010662

영업 및 마케팅

Econometrics Check

Causal inference design audit. Dispatches the Econometrician agent in standalone mode for 4-phase review (claim, design validity, inference, polish). Covers DiD, IV, RDD, Synthetic Control, and Event Studies. Use when working on empirical papers, strategy memos, or R scripts with causal estimators.

hchulkim2

Statistics Math

Statistical analysis fundamentals including hypothesis testing, regression analysis, ANOVA, and probability distributions for data analysis.

ffsshhttiikk2

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통계학자

소프트웨어 개발자

소프트웨어 품질 보증 분석가 및 테스터

소프트웨어 품질 보증 분석가 및 테스터

Calendar Acset

Google Calendar management via CalendarACSet. Transforms scheduling operations into GF(3)-typed Interactions, routes to triadic queues, detects saturation for balanced-calendar-as-condensed-state.

Microcalibrate

Survey weight calibration to match population targets - used in policyengine-us-data for enhanced microdata

Mip Modeling Expert

Use when formulating mixed integer programming (MIP) models, handling discontinuous variables, modeling logical constraints (either-or, conditional), or linearizing nonlinear terms

전산화학

Basic Caching Evaluation

Evaluation of BaSiC illumination correction caching - NOT RECOMMENDED for sparse markers. Trigger: optimizing BaSiC, caching illumination correction

Asymptotic Theory

M-estimation, influence functions, and semiparametric efficiency theory for causal inference

디버깅

Statistical Analysis

Statistical analysis service. Trigger conditions: (1) Upload a data file, (2) Say "statistical analysis" / "analyze my data" / "run the data", (3) Mention a specific statistical method (t-test / regression / SEM, etc.). **Core principle**: Proactively diagnose like a top-tier statistical consultant — don't just execute the method the user requests, ensure the method selection is correct.

TerryFYL4

게임 개발

Senior Game Math Engineer

Design, audit, and tune casino game math for Stake-style game pipelines. Use when defining mode math, paytables, reel strips, feature frequencies, RTP/volatility/hit-rate targets, book weights, max-win controls, simulation plans, or release sign-off evidence.

egorfedorov4

SPSS Analyst

Write and execute IBM SPSS Statistics syntax following SPSS conventions and run SPSS MCP analyses defensively. Use when the user asks to run statistical analysis (frequencies, descriptives, regression, t-test, ANOVA, correlations, factor analysis, crosstabs, MDS/PROXSCAL, clustering, survival, mixed models, etc.), write or review SPSS syntax/code, explore or summarize .sav data files, compute/recode/transform variables, clean or restructure data in SPSS, diagnose SPSS MCP timeouts or syntax incompatibilities, or use SPSS MCP tools safely with smoke tests first. Triggered by keywords like SPSS, .sav, 分析, 频率, 回归, 方差分析, 相关, 描述统计, t检验, 因子分析, 交叉表, 编码, 临近映射, MDS, PROXSCAL, or any request involving statistical analysis with SPSS data files.

Exekiel1794

Stat Compare Multiple Groups

Compare a continuous variable across three or more groups using one-way ANOVA or Kruskal-Wallis with post-hoc testing.

Scientific-Tooling4

Statistical Analysis

swaruplab3

Statistical Analysis

Apply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing. Use when analyzing distributions, testing for significance, detecting anomalies, computing correlations, or interpreting statistical results.

archibate3

LLM & AI

Questionnaire Mediation Moderation Sop

Governed workflow for questionnaire-based mediation and moderation analysis.

junlei0073

과학 컴퓨팅

Numerical Methods

Numerical algorithms and computational techniques for statistics

LLM & AI

Identification Theory

DAG and potential outcomes frameworks for causal mediation identification

아키텍처 패턴

Cross Disciplinary Ideation

Field connection mapping and systematic ideation for method transfer

Mediation Meta Analyst

Meta-analysis frameworks and methods for mediation studies

아키텍처 패턴

Method Transfer Engine

Six-phase protocol for adapting methods across research domains

생물정보학

Methods Paper Writer

JASA/Biometrika manuscript structure with VanderWeele notation standards