# Jupyter Reproducibility Checker

> Skill for checking and ensuring Jupyter notebook reproducibility

- Skill: `a5c-ai/jupyter-reproducibility-checker` (Agent Skill)
- Install (CLI): `npx skillmds@latest add a5c-ai/jupyter-reproducibility-checker`
- Raw SKILL.md: https://api.skillmd.com/api/skills/a5c-ai/jupyter-reproducibility-checker/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Product & Planning
- Author: a5c-ai (https://skillmd.com/u/a5c-ai)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/a5c-ai/jupyter-reproducibility-checker

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# 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