review-paper-code

What problem does it solve?

This Skill streamlines the process of reviewing research code for reproducibility, quality, and alignment with academic papers, saving researchers time and reducing errors.

Core Features & Use Cases

• Reproducibility Check: Validates that research code can be executed and produces the expected results.
• Code Quality Review: Assesses the quality of the codebase, focusing on maintainability and best practices.
• Paper-Code Alignment: Ensures that the code implements the empirical claims and methodology described in the research paper.
• Use Case: For a social science or economics project with LaTeX papers and Stata, R, or Python code, use this Skill to automatically generate a report on the code's reproducibility and alignment with the paper.

Quick Start

Run the 'review-paper-code' skill with the main LaTeX file and code directory as arguments: review-paper-code path/to/main.tex path/to/code_dir