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.