Create, scaffold, or refactor Jupyter notebooks (.ipynb) for experiments and tutorials. Prefer the bundled templates and the helper script (`new_notebook.py`, also exposed as `newnotebook`) to generate a clean starting notebook instead of authoring raw notebook JSON.
