Community · by PrathamLearnsToCode
Paper2code Claude skill
The Paper2code skill helps an AI assistant turn an arxiv paper into a small Python implementation that points back to the paper's sections.
What the Paper2code skill does
The assistant reads an arxiv paper and writes a minimal implementation, with each part tied to the paper. It flags unclear points openly and does not invent details the paper leaves out. You can pick a mode (minimal, full or educational) and a framework (PyTorch, JAX or NumPy), and it can add a notebook with runnable checks. It is used when someone runs /paper2code or asks to implement a paper from an arxiv link.
What it covers
- Flags all ambiguities in the paper honestly
- Never invents implementation details not stated in the paper
- Offers minimal, full and educational modes
- Supports pytorch, jax or numpy frameworks
- Generates a walkthrough notebook connecting paper sections to code
How to install it
Other ways
npx skills add PrathamLearnsToCode/paper2code/skills/paper2code