Contents

• Verification Enforcement
• Why Execute to ipynb?
• Execution Commands
• Inspection Methods
• Quick Failure Check
• Read Tool for Debugging
• Common Patterns
• Debugging Workflow

Debugging Executed Notebooks

This skill covers inspecting executed .ipynb files to debug runtime errors, regardless of how the notebook was created (marimo, jupytext, or plain Jupyter).

If debugging within a /ds workflow, first read .planning/LEARNINGS.md for pipeline context and .planning/PLAN.md for task expectations.

Verification Enforcement