Kevin Middleton kmiddleton

## CLAUDE.md

      
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                kmiddleton
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              Created
              October 8, 2025 12:50
                — forked from sj-io/CLAUDE.md
            
              
                Claude R Tidyverse Expert
              
          
    Modern R Development Guide

This document captures current best practices for R development, emphasizing modern tidyverse patterns, performance, and style. Last updated: August 2025
Core Principles


Use modern tidyverse patterns - Prioritize dplyr 1.1+ features, native pipe, and current APIs
Profile before optimizing - Use profvis and bench to identify real bottlenecks
Write readable code first - Optimize only when necessary and after profiling
Follow tidyverse style guide - Consistent naming, spacing, and structure