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stx.notebook

Category: Engineering  ·  Sub-category: engineering-misc  ·  Last updated:
lang:python
Jupyter notebook reproducibility — verify execution via Clew sessions, scan for untracked I/O (`scitex.io` calls outside `@scitex.session`), reconstruct the true cell-dependency DAG from recorded execution timestamps, compile a notebook into a Mermaid DAG diagram OR a topologically-ordered standalone `.py` script, and convert `.ipynb` → SciTeX Python script with `@stx.session` decorators. Use whenever the user asks to "verify my notebook", "check notebook reproducibility", "is this notebook reproducible?", "audit untracked I/O in this notebook", "convert this .ipynb to a Python script", "export notebook as .py", "show me the cell DAG", "reorder cells by dependency", "visualize notebook execution order", "turn this Jupyter mess into a clean script", or works with Jupyter notebooks that need to become production-ready scripts. Embodies the "do what you want, organize later" workflow: execute cells in any order during exploration, then compile back to a clean DAG-ordered script via Clew DB timestamps.

From the source SKILL.md

Verify, compile, and convert Jupyter notebooks. Reconstructs the actual execution dependency DAG from clew DB timestamps — "do what you want, organize later."

What this skill does

stx.notebook is a community-contributed Claude Code skill in the engineering-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/scitex-notebook/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use whenever the user asks to "verify my notebook", "check notebook reproducibility", "is this notebook reproducible?", "audit untracked I/O in this notebook", "convert this .ipynb to a Python script", "export notebook as .

Who uses this skill

The stx.notebook Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 70,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/scitex-notebook
curl -L https://claudskills.com/skills/scitex-notebook/SKILL.md \
  -o ~/.claude/skills/scitex-notebook/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/scitex-notebook/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/scitex-notebook/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\scitex-notebook\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

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Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
ClaudSkills. (2026). stx.notebook [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/scitex-notebook/
BibTeX
@misc{scitex-notebook-2026,
  author    = {ClaudSkills},
  title     = {stx.notebook [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/scitex-notebook/}
}

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