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review-r

100 / 100 · Low risk

Fine to try.

By brycewang-stanford/Auto-Empirical-Research-Skills (GitHub) · research · 5,016 stars · scanned at commit 8684584

R code review for the sewage project. Checks script structure, reproducibility, function design, figure quality, and professional polish against project conventions (here::here, arrow/parquet, fixest, modelsummary, native pipe). This skill should be used when asked to "review the code", "check my script", or "code review".

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Other copies in this repository

brycewang-stanford/Auto-Empirical-Research-Skills has 4 more folders with a skill named review-r. This page shows the lowest-scoring copy.

• skills/15-Felpix-Studios-social-science-research/skills/review-r 100/100 · Low risk
• skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/review-r 100/100 · Low risk
• skills/28-maxwell2732-paper-replicate-agent-demo/dot-claude/skills/review-r 100/100 · Low risk
• skills/14-luischanci-claude-code-research-starter/dot-claude/skills/review-r 100/100 · Low risk

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'review-r' ] || [ -L ~/.agents/skills/'review-r' ]; then echo 'A skill folder named review-r already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills' "$d" && git -C "$d" checkout --quiet '8684584e7d1127940f018157d2c579974fae8f79' -- 'skills/41-sticerd-eee-sewage-econometrics-check/skills/review-r' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/41-sticerd-eee-sewage-econometrics-check/skills/review-r' ~/.agents/skills/'review-r' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'review-r' ~/.claude/skills/'review-r' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

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Score history