jupyter-studio: The AI-native JupyterLab — open-source Cursor for notebooks

by deepelementlab · Agent Tool · ★ 53

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install jupyter-studio

pip install jupyter-studio-ai
git clone https://github.com/deepelementlab/jupyter-studio.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 63/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentic-aiaiai-agentsai-codinganthropiccoding-assistantcopilotcursordata-sciencedeveloper-tools

Quick Facts

Stars53
Forks8
LanguageTypeScript
CategoryAgent Tool
LicenseApache-2.0
Quality Score63/100
Last Updated2026-05-18
Created2026-05-13
Platformscli, gemini, node
Est. Tokens~3203k

About jupyter-studio

-- Jupyter Studio The AI-Native JupyterLab. Open-source Cursor for Notebooks — agent inside every cell. <!English · 简体中文 · Docs · Discussions · Roadmap-

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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