implement-paper

You can convert a research paper into an interactive notebook by providing the paper to this Skill, which fetches content via alphaxiv and generates a self-contained Marimo notebook designed for learning and live experimentation.

Yes, you can reproduce a figure without the original dataset because the notebook build supports user-defined datasets and prioritizes optional data simulation when datasets are not provided, allowing you to test methods on toy data.

Yes, Marimo notebook generation supports scoping specific contributions by starting with clarifying conversations about your goals, ensuring the final notebook focuses on the specific methods or figures you want to explore.

The best way to explore a research paper using Marimo is to outline and implement a compact notebook plan. This Skill designs a focused, explainable notebook that lets you test methods on toy data and reproduce figures interactively.

You do not need to provide your own data to test methods from a paper. The notebook planning and build phase supports user-defined datasets but will automatically generate simulated data when none is provided.