Select an R object-oriented programming system among S3, S4, S7, and vctrs.
npx skills add https://github.com/ab604/claude-code-r-skills --skill r-oop
Please help me install this Agent Skill. Skill: r-oop Source: https://github.com/ab604/claude-code-r-skills/tree/main/.claude/skills/r-oop Command: npx skills add https://github.com/ab604/claude-code-r-skills --skill r-oop
R projects often struggle to choose among S3, S4, S7, and vctrs for object-oriented programming. This Skill provides a concise guide to selecting the appropriate OOP system for reliable, maintainable R code.
Use this Skill to decide which OOP system to adopt for a new or existing R project, and review concise code examples showing typical class definitions and method dispatch.
High-intent search queries and answers about installing and using this skill.
The best R OOP system depends on your project's needs for validation, inheritance, and ergonomics. You can choose between S3, S4, S7, and vctrs to reduce complexity and improve code maintainability.
S7 offers improved ergonomics and validation compared to S3 and S4. This comparison highlights trade-offs in class definitions and method dispatch, helping you select the right system for reliable R code.
You can migrate from S4 to S7 using practical migration guidance and code examples. This process outlines paths for transitioning older systems or mixing approaches within an existing R codebase.
Use vctrs instead of S3 when you need specific validation and inheritance behaviors for your R package. The decision criteria compare these systems to help you reduce complexity and improve code quality.
Yes, you can mix different R OOP systems in one codebase. The skill provides migration strategies and guidance for combining approaches like S3, S4, S7, and vctrs effectively during development.
securityreviewaiAnalyzes Git repositories to produce summaries of their structure, risks, and key components.
impact-initiativesGuide R OOP system selection and implementation for classes and method dispatch.
gnobletGuide R developers in selecting and implementing S7, S3, S4, or vctrs OOP systems.
yuridefrancaCompare technical implementation approaches and produce scored tradeoff tables.
