skills.rest
jeremy-allenjeremy-allenCommunity·7 Agent Skills Included

claude-skills

Modern R programming, tidyverse patterns, and package development

Guides R developers through modern tidyverse coding, metaprogramming with rlang, custom vector classes, and object-oriented design. Eliminates guesswork around deprecated patterns, slow code, and inconsistent package APIs. Includes profiling workflows, performance benchmarks, and migration references to help you write faster, cleaner R packages.
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npx skills add jeremy-allen/claude-skills --all -g -y

All Skills in This Repository (7)

Pure Emerald Level Indicators
📦 In Repo
jeremy-allenjeremy-allen

metaprogramming-rlang

Implement tidy evaluation and metaprogramming in R with rlang.

Community
Advanced
📦 In Repo
jeremy-allenjeremy-allen

customizing-vectors-r

Create type-stable vector operations and custom vector classes in R using vctrs.

Community
Intermediate
📦 In Repo
jeremy-allenjeremy-allen

writing-tidyverse-r

Guide R code migration to modern Tidyverse with dplyr 1.1+ features.

Community
Intermediate
📦 In Repo
jeremy-allenjeremy-allen

optimizing-r

Profile and benchmark R code to identify performance bottlenecks.

Community
Intermediate
📦 In Repo
jeremy-allenjeremy-allen

posit-news

Aggregate recent Posit blog posts, podcasts, videos, and events.

Community
Advanced
📦 In Repo
jeremy-allenjeremy-allen

designing-oop-r

Guide R developers in selecting and implementing OOP systems like S7, S3, S4, and vctrs.

Community
Intermediate
📦 In Repo
jeremy-allenjeremy-allen

developing-packages-r

Guide R package development with tidyverse patterns and error handling.

Community
Advanced

Frequently Asked Questions

FAQPage Schema
How to install claude-skills?▼

Run `npx skills add jeremy-allen/claude-skills --all -g -y` in your terminal to install all R programming skills globally.

How to write modern tidyverse R code?▼

The writing-tidyverse-r skill teaches current patterns like the native pipe, join_by() syntax, and .by grouping, plus migration tables from base R and older dplyr code.

How to speed up slow R code?▼

The optimizing-r skill walks you through profiling with profvis, benchmarking with bench, choosing between dplyr and data.table, and safe parallel processing.

Which R OOP system should I use?▼

The designing-oop-r skill gives a clear decision matrix for S3, S4, S7, and vctrs, with working examples and migration guidance for each system.

Do I need R experience to use these skills?▼

Basic R familiarity helps, but each skill includes copy-paste examples, anti-patterns to avoid, and plain explanations your agent can apply directly.

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