Jupyter Notebook Skill

Create clean, reproducible Jupyter notebooks for two primary modes:

• Experiments and exploratory analysis
• Tutorials and teaching-oriented walkthroughs

Prefer the bundled templates and the helper script for consistent structure and fewer JSON mistakes.

When to use

• Create a new .ipynb notebook from scratch.
• Inspect notebook cells, outputs, metadata, dependencies, or execution state.
• Add, remove, reorder, or edit code and Markdown cells.
• Execute notebooks, refresh saved outputs, or troubleshoot kernel failures.
• Create or improve notebook tables, charts, and other visualizations.
• Convert rough notes or scripts into a structured notebook.
• Refactor an existing notebook to be more reproducible and skimmable.
• Build experiments or tutorials that will be read or re-run by other people.