jupyter-notebook-best-practices

Jupyter Notebook Best Practices Skill Structure notebooks with clear sections using markdown cells. Use meaningful cell execution order to ensure reproducibility. Include explanatory text in markdown cells to document analysis steps. Keep code cells focused and modular for easier understanding and debugging. Use magic commands like %matplotlib inline for inline plotting. Document data sources, assumptions, and methodologies clearly. Use version control (e.g., git) for tracking changes in notebooks and scripts. Memory Protocol (MANDATORY) Before starting: cat .claude/context/memory/learnings.md After completing: Record any new patterns or exceptions discovered. ASSUME INTERRUPTION: Your context may reset. If it's not in memory, it didn't happen.