notebook-quality-audit

Reviews executable notebooks for learning value, code quality, technical accuracy and practical reproducibility, using a static validator plus a scored four-dimension rubric with cell-specific fixes. Use when the user asks to "audit this notebook", "review my tutorial for quality", "check a cookbook against our style guide", or "score and improve a lesson notebook". Not for running untrusted cells, changing credentials, treating static checks as runtime proof, or exhaustive API documentation.

Version

v1.0.0

Size

20 KB

Updated

2026-10-02

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