jupyter-notebook

name	jupyter-notebook
description	Scaffold and refine Jupyter notebooks for experiments, tutorials, and exploratory workflows with clear narrative structure.

Jupyter Notebook

Use this skill when Thomas needs to create or update a .ipynb notebook for experiments, demos, or tutorials.

Workflow

1. Define the notebook goal, audience, and execution assumptions.
2. Lay out sections for setup, exploration, results, and conclusions.
3. Keep code cells runnable and markdown cells concise but informative.
4. Validate imports, execution order, and obvious notebook hygiene.
5. Summarize how the notebook should be run or extended.

Rules

• Avoid dumping scripts into notebook cells without narrative structure.
• Preserve reproducibility where possible.