Notebook Execution Safety

Use this skill before running, modifying, or debugging .ipynb files.

Workflow

1. Read AGENTS.md and relevant Serena memory or docs/memory-bank/ fallback context for the target folder.
2. Read notebook metadata, headings, markdown cells, imports, and code cell summaries.
3. Identify cells that perform network access, archive extraction, local file writes, long training runs, package installs, or submission/export steps.
4. Ask before executing cells with network, extraction, broad writes, or submission side effects.
5. Prefer targeted cell execution or static fixes before full-notebook runs.
6. Preserve student work and outputs unless the user asks to clear or rerun them.
7. After edits, verify with the narrowest practical execution path.

Reporting