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

What this skill carries — grep references/ for any subject the names below miss: !d=${CLAUDE_SKILL_DIR}; command -v skill-toc >/dev/null 2>&1 && exec skill-toc "$d"; s=$HOME/.claude/skills/plugin-utils/bin/skill-toc; [ -x "$s" ] && exec "$s" "$d"; echo "(skill-toc unavailable: references and scripts are NOT listed here — install the plugin-utils plugin, or start a new session so its bin/ reaches PATH)"

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.