# implement-paper

> Claude/Codex skill by [@marimo-team](https://omgskills.com/library/marimo-team/index.md) · 174 stars · Updated 2026-08-19

Implement a research paper as an interactive marimo notebook together with the user. Start by understanding what the user wants to explore, fetch the paper via alphaxiv, then build a focused notebook.

## Install

```sh
git clone https://github.com/marimo-team/skills /tmp/skills && ln -s /tmp/skills/skills/implement-paper ~/.claude/skills/implement-paper
```

## From README

Implement Paper Turn a research paper into an interactive marimo notebook. For general marimo notebook conventions (cell structure, PEP 723 metadata, output rendering, marimo check, variable naming, etc.), refer to the marimo-notebook skill. Step 1: Understand what the user wants Before fetching or reading anything, have a short conversation to scope the work. Ask the user: Which part of the paper interests you most? A paper may have multiple contributions — the user likely cares about one or two. Don't implement the whole thing. What's the goal? Are they trying to understand the method, reproduce a result, adapt it to their own data, or teach it to someone else? This changes the notebook's tone and depth. Do they want to use a specific dataset? If it's relevant, ask. Otherwise, suggest simulating data. Does this require PyTorch? Some papers need it, many don't. Ask if unclear — it's a heavy dependency. What's their background?

## Links

- HTML page: https://omgskills.com/library/marimo-team/skills/implement-paper/
- GitHub: https://github.com/marimo-team/skills
- Author: [@marimo-team](https://omgskills.com/library/marimo-team/index.md)

## More from this repo

- [add-molab-badge](https://omgskills.com/library/marimo-team/skills/add-molab-badge/index.md) — Used to add "Open in molab" badge(s) linking to marimo notebooks.
   - [@marimo-team](https://omgskills.com/library/marimo-team/index.md) · 174 stars
- [auto-paper-demo](https://omgskills.com/library/marimo-team/skills/auto-paper-demo/index.md) — Make a demo of a research paper in a marimo notebook fully automatically without extra user input.
   - [@marimo-team](https://omgskills.com/library/marimo-team/index.md) · 174 stars
- [implement-paper-auto](https://omgskills.com/library/marimo-team/skills/implement-paper-auto/index.md) — Implement a research paper in a marimo notebook fully automatically without extra user input.
   - [@marimo-team](https://omgskills.com/library/marimo-team/index.md) · 174 stars