Review R Scripts

SkillAI & models

Lets your agent review R scripts for quality and reproducibility and write a report without changing the code.

Then ask your AI: use the Review R Scripts skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add it as a step in a pipeline you build on Ahel, or connect Ahel to Claude, ChatGPT, Cursor, Claude Code or Codex and ask your AI to use it.

About this skill

Read-only R code review protocol for `.R` scripts. Checks code quality, reproducibility, domain correctness, tidyverse idioms, and professional standards; produces a report without editing. Use when user says "review this R script", "check the R code", "audit the analysis code", "code review on the

What this skill tells your AI

The instructions your AI receives, as published by pedrohcgs/claude-code-my-workflow in .claude/skills/review-r/SKILL.md and read by Ahel’s review.

Run the comprehensive R code review protocol.

Steps

  1. Identify scripts to review:

    • If $ARGUMENTS is a specific .R filename: review that file only
    • If $ARGUMENTS is LectureN: review all R scripts matching that lecture
    • If $ARGUMENTS is all: review all R scripts in scripts/R/ and Figures/*/
  2. For each script, launch the r-reviewer agent with instructions to:

    • Follow the full protocol in the agent instructions
    • Read .claude/rules/r-code-conventions.md for current standards
    • Return its report as its final response (ending with the findings json block); this skill saves it to quality_reports/[script_name]_r_review.md — the agent is read-only
  3. After all reviews complete, present a summary:

    • Total issues found per script
    • Breakdown by severity (Critical / High / Medium / Low)
    • Top 3 most critical issues
  4. Leave the R source files unchanged — the report goes to the user, who decides what to fix. Only produce reports. Fixes are applied after user review.

Signals

GitHub stars
2k
Forks
3k
Last commit
Sep 2026
Advanced
Item type
skill
Key
review-r-pedrohcgs
Source
github.com/pedrohcgs/claude-code-my-workflow