Is it compatible with legacy magrittr pipes?

While it can understand legacy syntax, the skill is designed to migrate and promote the use of the native pipe for better performance and reduced package dependencies.

Does this skill support the latest R features?

Yes, it specifically prioritizes modern R (4.1+) features like the native pipe operator (|>) and the latest dplyr 1.1+ syntax including join_by() and .by grouping.

Can this help with R package development?

Absolutely. It provides comprehensive guidance on API design, dependency management, unit testing with testthat, and documentation for professional R packages.

How does it handle R performance issues?

The skill emphasizes a 'profile-first' approach using tools like profvis and bench, followed by optimization strategies like vectorization, parallel processing with furrr, and memory management.

Modern R Development

Name: Modern R Development
Author: CodingKaiser

byCodingKaiser

データサイエンスとML

Implements professional R programming patterns using the modern tidyverse ecosystem, rlang metaprogramming, and performance optimization techniques.

概要

This skill empowers Claude to act as an expert R developer, prioritizing modern tidyverse patterns such as the native pipe operator and dplyr 1.1+ features like per-operation grouping and join_by. It provides comprehensive guidance on building robust R packages, optimizing performance through profiling and vectorization, and managing complex data transformations using rlang metaprogramming. Whether you are migrating legacy base R code or developing high-performance data science tools, this skill ensures your R code adheres to current industry best practices and the tidyverse style guide.

主な機能

Performance optimization via profiling and benchmarking
0 GitHub stars
Advanced rlang metaprogramming and data-masking patterns
Efficient migration patterns from legacy base R to tidyverse
Modern tidyverse syntax adoption (dplyr 1.1+, native pipe |>)
Standardized R package development and API design

ユースケース

Developing, testing, and documenting production-grade R packages
Refactoring legacy R scripts to use modern tidyverse and native pipes
Optimizing slow data processing pipelines using profiling and vectorization

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add codingkaiser/claude-kaiser-skills r-development

For use in Claude.ai and ChatGPT

Download Skill

GitHub

概要