skillboardUpdated every 6 hours
skillboardReview research code for reproducibility and quality, extract the paper's main empirical claims, compare paper to code, and write a constructive markdown report. Designed for social science / economics projects with LaTeX papers and Stata, R, or Python code.
Review Paper Code Review a research project's paper and code for reproducibility, code quality, and paper code alignment. Be constructive, concrete, and calibrated. Treat gaps as items to verify, not accusations. Scope This skill supports: LaTeX papers Stata ( ), R ( , ), and Python ( ) code Default review depth: : prioritize the main paper, main scripts, and core outputs : inspect all detected code files in scope If no depth is provided, default to . Phase 1: Discover the Project First parse :…
Full body not shown for this license – view the source on GitHub →Copy a source-pinned command for your client. You run it yourself.
Destination: .claude/skills/review-paper-code · pinned to the source commit
# Run from your project root
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git .skillboard-tmp
git -C .skillboard-tmp checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/21-claesbackman-AI-research-feedback/Skills/review-paper-code" ".claude/skills/"
rm -rf .skillboard-tmpReview the source before running. This copies files into your project; it is not a one-click install and does not verify runtime safety.
sudo apt update && sudo apt install -y gitnpm install -g @anthropic-ai/claude-code# Run from your project root
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git .skillboard-tmp
git -C .skillboard-tmp checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/21-claesbackman-AI-research-feedback/Skills/review-paper-code" ".claude/skills/"
rm -rf .skillboard-tmpDestination: .claude/skills/review-paper-code
Scanner static-checks@0.1.0 · commit 692e9fa3fea4. Static checks cannot prove runtime safety – review the source and the exact diff before installing. How checks work.
Declares shell/exec-level tools that grant wide host access.
Evidence: Bash· fingerprint d1e9567da9a8a4b0