Plugin Claude Code
R skills for AI coding agents.
Plugin Claude Code
R skills for AI coding agents.
Plugin Claude Code
Opinionated R skills: collapse, mapgl, flextable, r-ai for fast data ops, interactive maps, LLM integration, and skill creation.
Instructions file
Claude Code instructions for arthurgailes/r-package-skills, covering claude.md, project purpose, skill types, creating skills and adding package skills to plugin.
Agent
You are evaluating test outputs against assertions to determine if a skill works correctly.
Skill Claude CodeCodex
Use when code loads ellmer, btw, mcptools, ragnar, or vitals, building LLM-powered R applications, implementing RAG workflows, or choosing between R AI packages (meta-skill for ellmer/btw/mcptools/ragnar/vitals).
Skill Claude CodeCodex
Use when code loads or uses btw (library(btw), btw::), providing R session context to LLMs, registering tools for ellmer chat, or copying R object descriptions to clipboard.
Skill Claude CodeCodex
Use when code loads or uses collapse (library(collapse), collapse::), performing fast grouped or weighted statistics in R, or seeking faster alternatives to dplyr aggregation.
Skill Claude CodeCodex
Use when code loads or uses duckplyr (library(duckplyr), duckplyr::), processing large datasets with dplyr syntax, working with Parquet files in R, or needing lazy evaluation for bigger-than-memory data.
Skill Claude CodeCodex
Use when code loads or uses duckspatial (library(duckspatial), duckspatial::), performing spatial joins or areal interpolation on large vector datasets in R, or needing faster spatial operations than sf.
Skill Claude CodeCodex
Use when code loads or uses ellmer (library(ellmer), chatopenai, chatclaude, chatollama), chatting with LLMs from R, building chatbots, or extracting structured data from text with LLMs.
Skill Claude CodeCodex
Use when code loads or uses flextable (library(flextable), flextable::), creating formatted tables for Word (.docx), PowerPoint (.pptx), HTML, or PDF in R, or needing merged cells and conditional formatting.
Skill Claude CodeCodex
Use when code loads or uses freestiler, working with .pmtiles files, creating or serving PMTiles vector tilesets in R, or preparing spatial data for mapgl/MapLibre visualization.
Skill Claude CodeCodex
Use when code loads or uses mapgl (library(mapgl), mapgl::), calls maplibre()/mapboxgl()/addlayer()/maplibreproxy(), builds interactive WebGL maps in R, displays PMTiles on a map, or creates story maps / scrollytelling in R Shiny.
Skill Claude CodeCodex
Use when code loads mapgl or freestiler, working with .pmtiles files, creating interactive maps in R, choosing between R mapping packages, or working with large spatial datasets for visualization.
Skill Claude CodeCodex
Use when code loads or uses mcptools (library(mcptools), mcptools::), connecting AI agents to R sessions via MCP, or exposing R as an MCP server for Claude Code or VS Code.
Skill Claude CodeCodex
Use when creating, editing, or validating R package skills (library(pkg), pkg::), or gathering R package documentation (CRAN, pkgdown, vignettes) to generate a skill.
Skill Claude CodeCodex
Use when code loads or uses ragnar (library(ragnar), ragnar::), implementing RAG in R, creating vector stores, embedding documents for semantic search, or building retrieval pipelines.
Skill Claude CodeCodex
Use when code loads or uses vitals (library(vitals), vitals::), evaluating LLM output quality, scoring AI responses, testing RAG retrieval accuracy, or benchmarking prompt changes in R.