tool-marimo
CommunityBuild reproducible AI-ready notebooks.
Data & Analytics#uv#ai-friendly#pep 723#marimo#reactive notebooks#reproducible data science#wasm deployment
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 requiredComponents
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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