tool-marimo

Community

Build reproducible AI-ready notebooks.

Authornishide-dev
Version1.0.0
Installs0

System Documentation

What problem does it solve?

It solves the reproducibility and collaboration pain of traditional notebook workflows by replacing hidden, order-dependent execution with deterministic reactive execution in pure Python files.

Core Features & Use Cases

  • Reactive notebooks as code: Re-runs the right parts automatically using a dependency DAG, preventing “run cells in the wrong order” issues.
  • Git-friendly .py format: Stores notebooks as plain Python scripts so diffs and reviews are clean and reliable.
  • uv-integrated, sandboxed execution: Uses PEP 723 metadata to manage dependencies consistently and reproducibly.
  • AI-optimized workflow: Makes notebook edits more dependable for LLM-assisted coding by keeping structure explicit and machine-readable.
  • Use cases: Parameterized data science/ML workflows, interactive dashboards, and shareable research apps (including WASM/serverless HTML exports).

Quick Start

Tell the AI: “Convert my existing notebook into a marimo .py file, add uv/PEP 723 dependencies, and refactor it into reactive cells with a simple UI control for a key parameter.”

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: tool-marimo
Download link: https://github.com/nishide-dev/claude-code-ml-research/archive/main.zip#tool-marimo

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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