Research Paper Reproduction Skill

Transform research papers into production-ready, verified code with multi-agent orchestration, equation-first verification, and benchmark validation.

When to Use

• User provides research paper(s) (PDF, arXiv URL, or paper content)
• User wants to reproduce experiments from papers
• User needs to implement algorithms described in academic literature
• User wants verified, tested code matching paper specifications
• Multiple interconnected papers need coordinated implementation

Quick Start

User: "Reproduce this paper" + [attaches PDF or provides arXiv URL]