---
title: "Turn exploratory Python notebooks into reproducible apps and reports with marimo"
description: "Promote notebook work into rerunnable Python artifacts or lightweight apps when an analysis needs to be shared, versioned, and rerun reliably."
verification: "listed"
source: "https://github.com/marimo-team/marimo"
author: "marimo team"
publisher_type: "organization"
category:
  - "Developer Tools"
framework:
  - "Multi-Framework"
tool_ecosystem:
  github_repo: "marimo-team/marimo"
  github_stars: 20409
---

# Turn exploratory Python notebooks into reproducible apps and reports with marimo

Promote notebook work into rerunnable Python artifacts or lightweight apps when an analysis needs to be shared, versioned, and rerun reliably.

## Prerequisites

Python 3.9+, marimo, notebook or analysis code

## Installation

Choose whichever fits your setup:

1. Copy this skill folder into your local skills directory.
2. Clone the repo and symlink or copy the skill into your agent workspace.
3. Add the repo as a git submodule if you manage shared skills centrally.
4. Install it through your internal provisioning or packaging workflow.
5. Download the folder directly from GitHub and place it in your skills collection.

Install command or upstream instructions:

```
Install with `pip install marimo`, convert or create the notebook as a marimo app, then run it locally with the marimo CLI and commit the Python file for reproducible review.
```

## Documentation

- https://docs.marimo.io/

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/turn-exploratory-python-notebooks-into-reproducible-apps-and-reports-with-marimo/)