optimizing-r
CommunityProfile, benchmark, and optimize R code.
Authorjustanesta
Version1.0.0
Installs0
System Documentation
What problem does it solve?
R performance challenges can cause slow analyses and hinder iteration; this skill provides a structured approach to profile, benchmark, and optimize R code.
Core Features & Use Cases
- Profile and benchmark R code with tools like profvis and bench to locate bottlenecks.
- Choose efficient backends (data.table, dplyr) and apply parallel processing to speed up heavy computations.
- Validate improvements with repeatable experiments and guard against common anti-patterns.
Quick Start
Run profiling on a representative R script to identify bottlenecks and evaluate optimization options.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: optimizing-r Download link: https://github.com/justanesta/claude-code-resources/archive/main.zip#optimizing-r Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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