Can it help with Shiny app development?

Absolutely. It includes specialized patterns for modular UI/Server architecture, reactive programming, and performance optimization in Shiny.

How does it handle package dependencies?

It provides integrated support for the renv package management system to ensure reproducible environments and consistent project snapshots.

Is it suitable for automated report generation?

Yes, it offers guidance and code patterns for creating dynamic, data-driven documents using Quarto and R Markdown.

Does this skill support the newest R features?

Yes, it specifically targets R 4.4+ features including the native pipe operator and the new lambda syntax for cleaner, more modern code.

Modern R Data Science

Name: Modern R Data Science
Author: modu-ai

bymodu-ai

•

数据科学与机器学习

Accelerates R 4.4+ development by providing expert guidance on tidyverse patterns, ggplot2 visualizations, and Shiny application architecture.

Modern R Data Science (moai-lang-r) is a specialized Claude Code skill designed to streamline data analysis and visualization workflows using modern R 4.4+. It provides deep expertise in the tidyverse ecosystem, enabling users to build efficient data pipelines with dplyr, create publication-quality graphics with ggplot2, and develop reactive web applications with Shiny. The skill emphasizes modern R patterns, including the native pipe operator and functional programming with purrr, while ensuring project stability through renv dependency management and testthat unit testing, making it an essential tool for data scientists and statisticians.

主要功能

01Comprehensive tidyverse integration for advanced data manipulation and tidying

02Modular Shiny application development with reactive programming best practices

0316 GitHub stars

04Modern R 4.4+ syntax support including native pipe (|>) and lambda functions

05Sophisticated visualization patterns using ggplot2, scales, and patchwork

06Reproducible research workflows using Quarto, R Markdown, and renv

使用场景

01Creating complex, multi-panel visualizations for academic research or business intelligence

02Building robust data processing pipelines and automated ETL scripts

03Developing interactive dashboards and analytical web tools using Shiny modules

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add modu-ai/cc-plugins moai-lang-r

For use in Claude.ai and ChatGPT

Download Skill