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Jupyter reproducibility checker

Skill a5c-ai/babysitter/library/specializations/domains/science/scientific-discovery/skills/jupyter-reproducibility-checker

Skill for checking and ensuring Jupyter notebook reproducibilityFrom its SKILL.md

Install
npx -y skills add a5c-ai/babysitter --skill jupyter-reproducibility-checker

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

1.5 KB, 180 tokens by cl100k_base, as published. Nobody here has run it

Jupyter Reproducibility Checker Skill

Purpose

Check and ensure reproducibility of Jupyter notebooks including cell execution order, environment dependencies, and output consistency.

Capabilities

  • Verify execution order
  • Check dependencies
  • Test reproducibility
  • Clear and rerun notebooks
  • Document environments
  • Generate requirements

Usage Guidelines

  1. Load notebook
  2. Check execution order
  3. Identify dependencies
  4. Test fresh execution
  5. Document environment
  6. Generate reports

Process Integration

Works within scientific discovery workflows for:

  • Reproducibility audits
  • Notebook cleanup
  • Environment documentation
  • Quality assurance

Configuration

  • Check criteria
  • Execution settings
  • Environment capture
  • Report formatting

Output Artifacts

  • Reproducibility reports
  • Dependency lists
  • Environment files
  • Cleaned notebooks

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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