paper2code
A Claude Code agent skill that turns an arXiv paper into a citation-anchored code implementation, flagging every choice the paper leaves unspecified.
paper2code is an agent skill that converts a research paper into a working implementation. Given an arXiv URL or ID, it fetches and parses the paper, then generates code where every line references the exact section and equation it implements. Before writing code, it classifies each implementation choice as specified, partially specified or unspecified, and marks unspecified choices in the code with the alternatives that were considered, rather than silently guessing.
It treats appendices, footnotes and figure captions as sources rather than ignoring them, and supports a minimal mode, a full mode that includes the training loop and data pipeline, and an educational mode with extra comments and a walkthrough notebook. It installs into Claude Code and other supported agents via a skills add command.