Data Analysis

Notebook Hygiene Rules for AI Agents

Instructions that keep agent-edited Jupyter notebooks reproducible: top-to-bottom execution order, pinned seeds, no hidden state, and graduating stable code into modules.

Use when: Use in a data science repository where agents create or edit notebooks, to prevent out-of-order cells, irreproducible results, and analysis logic trapped inside .ipynb files.