paper-to-code

Turn a research paper (arXiv URL, arXiv ID, or local PDF) into a confirmed method extraction, a runnable reference implementation, a small smoke experiment, and an honest reproduction report. Use when the user says "reproduce this paper", "paper to code", "implement this arXiv method", "turn this PDF into code", "write a repo based on this paper", "复现这篇论文", "实现 arXiv 上的方法", "把这个 PDF 变成代码", "根据论文写一个 repo", or pastes an arXiv link and asks whether it can run ("能跑吗" / "can this run").