통계학자

Statistician

Use when selecting statistical methods, performing power analysis, guiding uncertainty quantification, or validating MCMC/Monte Carlo implementations.

dangeles5

문서

Run and troubleshoot rust_knot for XYZ files with the global entrypoint (~/.local/bin/rust_knot and /home/yongjian/.local/share/rust_knot/table_knot_Alexander_polynomial.txt). Use for command construction, flag handling, and output interpretation.

yjianzhu5

디버깅

SPSS MCP Guard

Make IBM SPSS Statistics MCP execution more reliable by preventing common MCP/SPSS failures before they happen and diagnosing them when they do. Use when the user wants to avoid SPSS MCP timeouts, syntax incompatibilities, PROXSCAL/MDS errors, invalid subcommands, stale environment configuration, or flaky batch execution; when a statistical analysis should be executed defensively with smoke tests first; or when Claude should probe with minimal syntax before attempting a heavier SPSS run.

Exekiel1794

실험실 도구

Hypothesis Test

Guide selection and interpretation of statistical hypothesis tests. Use when: (1) Choosing appropriate test for research data, (2) Checking assumptions before analysis, (3) Interpreting test results correctly, (4) Reporting statistical findings, (5) Troubleshooting assumption violations.

시스템 관리

Matlab Solver Setup

在 Windows 上为 MATLAB 安装并配置 MOSEK 和 Gurobi 优化求解器。包含系统信息检查、下载安装、许可证配置、MATLAB 路径设置和验证测试。当用户需要安装 MOSEK、Gurobi、配置求解器许可证、设置 startup.m、排查 MEX 文件错误或 HostID 不匹配问题时触发。

lsh33lxm4

Measure

Quantify values with uncertainty bounds. Use when estimating metrics, calculating risk scores, assessing magnitude, or measuring any quantifiable property.

Lyapunov Stability

Stability via Lyapunov's direct method

학술

Literature Retrieval

Complete literature retrieval capability combining search and filter skills. LOAD THIS SKILL WHEN: User needs "文獻檢索", "找文獻", "retrieve literature", "系統性搜尋" | starting systematic review | comprehensive literature search. CAPABILITIES: Multi-database search, MeSH expansion, quality filtering, PRISMA-compliant workflow. COMPOSITE SKILL: Combines literature-search + literature-filter.

실험실 도구

Invariant Measure

Measure preserved by the flow

과학 컴퓨팅

Experiment Workflow

Planning or executing thesis experiments. Covers the lifecycle from ideation through polishing, tracking table, SPEC.md format, stage structure.

Statistical Analysis

Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA reporting, for academic research.

ViggyV4

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통계학자

소프트웨어 개발자

소프트웨어 품질 보증 분석가 및 테스터

소프트웨어 품질 보증 분석가 및 테스터

Statistische Tabellen generieren

Publikationsreife statistische Tabellen mit gt, kableExtra oder flextable generieren. Umfasst deskriptive Statistiken, Regressionsergebnisse, ANOVA-Tabellen, Korrelationsmatrizen und APA-Formatierung. Verwenden, wenn deskriptive Statistiktabellen erstellt, Regressions- oder ANOVA-Ausgaben formatiert, Korrelationsmatrizen aufgebaut, APA-konforme Tabellen fuer akademische Arbeiten produziert oder Tabellen fuer Quarto- und R-Markdown-Dokumente generiert werden sollen.

pjt22210

교육

Section Intro Guide

Generate comprehensive R introductory guides (learning paths, basic concepts, beginner tutorials) with theory + practice workflow. Use when: (1) User requests R introductory tutorials, (2) File names match 00xx-*.rmd pattern, (3) Keywords: beginner, learning path, basic knowledge, RStudio setup, RMarkdown intro.

KangWang429

Section Visualization

Generate comprehensive R data visualization tutorials (ggplot2, chart types, styling, publication-ready plots) with theory + practice workflow. Use when: (1) User requests visualization tutorials, (2) File names match 20xx-*.rmd pattern, (3) Keywords: boxplot, scatterplot, heatmap, forestplot, sankey, ggplot2 styling, color palettes.

KangWang429

ActiveInferenceInstitute9

Geo Infer Forest

Forest analysis and forestry management. Use when analyzing forest cover change, timber inventory, deforestation detection, forest carbon stocks, wildfire risk assessment, or canopy structure analysis.

디버깅

CBLAS & LAPACKE API Reference

Complete CBLAS and LAPACKE C API reference (LAPACK v3.12.1) covering 1284 functions for numerical linear algebra: BLAS Level 1/2/3 vector and matrix operations, linear system solvers (LU, Cholesky, LDL), eigenvalue/eigenvector computation, singular value decomposition, least squares, QR/LQ factorizations, and auxiliary routines. Triggers on: BLAS/LAPACK questions, CBLAS/LAPACKE code, linear algebra in C/C++, matrix operations, numerical computing, scientific computing, HPC, linking BLAS/LAPACK.

datathings9

아키텍처 패턴

Algorithm A Star

Use this skill when designing an indoor navigation system that needs graph construction, A* pathfinding, door-aware transitions, wall avoidance, clearance control, and multi-floor routing. Trigger it when the user wants a navigation architecture or algorithm design, or asks for A* in buildings, rooms, corridors, doors, or floor transitions. Default output is JavaScript-style pseudocode and a clear step-by-step plan.

yossefsabry8

머신러닝

Signal Analysis Version Metadata

Sub-skill of signal-analysis: Version Metadata.

vamseeachanta8

생물정보학

Orcaflex Extreme Analysis Linked Statistics

Sub-skill of orcaflex-extreme-analysis: Linked Statistics (+1).

vamseeachanta8

자동화 도구

Mxl Project Scaffold

This skill should be used when users ask to prepare MaxwellLink input files; it scaffolds a new `projects/YYYY-MM-DD-NAME/` folder from copy-ready templates and provides basic validation.

TaoELi7

데이터 엔지니어링

Reproducible Pipelines

This skill covers reproducible research pipelines and replication packages. Use when the user is setting up a research project directory structure, configuring workflow managers (Make, Snakemake, DVC), managing computational environments, preparing replication packages for journal submission, or debugging reproducibility failures. Triggers on "reproducible", "replication package", "Makefile", "Snakemake", "DVC", "pipeline", "workflow manager", "data versioning", "conda environment", "Docker", "seed management", "AEA data editor", "replication", "project structure", or "submission checklist".

James-Traina7

Mathematics Mathematical Model Audit Skill 2026

Desarrolla soluciones matematicas avanzadas para mathematical model audit con rigor formal, validacion reproducible y decisiones auditables.

Google Sheets Cr5 Analyzer

Calculates CR5 concentration indices for World Bank geographical regions from Google Sheets GDP data. Reads country and region data, maps countries to regions, identifies top 5 GDP countries per region, computes CR5 ratio, and creates a new spreadsheet with sorted results.

zjunlp6

Mathematics Statistical Estimation Rigour Skill 2026

Desarrolla soluciones matematicas avanzadas para statistical estimation rigour con rigor formal, validacion reproducible y decisiones auditables.

테스팅

Mathematics Hypothesis Testing Design Skill 2026

Desarrolla soluciones matematicas avanzadas para hypothesis testing design con rigor formal, validacion reproducible y decisiones auditables.

Mathematics Graph Spectral Analysis Skill 2026

Desarrolla soluciones matematicas avanzadas para graph spectral analysis con rigor formal, validacion reproducible y decisiones auditables.

Shapely Compute

Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates

scooter-lacroix5