Goal

• Make sure that each code cell in a Jupyter notebook performs only one logical task

Conventions

• Implement the rules in .claude/skills/notebook.rules.md under
  • ## Single Responsibility Per Cell and
  • ## Split Cells That Perform Distinct Steps

Workflow

Sync with Jupytext

• At the end, sync the paired .py file with Jupytext following the conventions in # Code Architecture and Responsibility -> ## Utilities vs. Notebook Responsibilities in .claude/skills/notebook.rules.md

Verification

• Confirm every code cell performs exactly one logical task
• Confirm the .ipynb and paired .py file are in sync via Jupytext