jupyter-notebook

# 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.