A skill your agent uses when the user asks to create, scaffold, or edit Jupyter notebooks (.ipynb) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script…
$ npx skills add trailofbits/skills-curated --skill openai-jupyter-notebook -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install trailofbits/skills-curated openai-jupyter-notebook --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/trailofbits/skills-curated.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/openai-jupyter-notebook/skills/openai-jupyter-notebook .claude/skills/openai-jupyter-notebook && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "openai-jupyter-notebook" agent skill from https://github.com/trailofbits/skills-curated/tree/main/plugins/openai-jupyter-notebook/skills/openai-jupyter-notebook into .claude/skills/openai-jupyter-notebook/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-jupyter-notebook", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/trailofbits/skills-curated/tree/main/plugins/openai-jupyter-notebook/skills/openai-jupyter-notebookType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add trailofbits/skills-curated --skill openai-jupyter-notebook -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install trailofbits/skills-curated openai-jupyter-notebook --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/trailofbits/skills-curated.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/openai-jupyter-notebook/skills/openai-jupyter-notebook .agents/skills/openai-jupyter-notebook && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "openai-jupyter-notebook" agent skill from https://github.com/trailofbits/skills-curated/tree/main/plugins/openai-jupyter-notebook/skills/openai-jupyter-notebook into .agents/skills/openai-jupyter-notebook/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-jupyter-notebook", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add trailofbits/skills-curated --skill openai-jupyter-notebook -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install trailofbits/skills-curated openai-jupyter-notebook --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/trailofbits/skills-curated.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/openai-jupyter-notebook/skills/openai-jupyter-notebook .cursor/skills/openai-jupyter-notebook && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "openai-jupyter-notebook" agent skill from https://github.com/trailofbits/skills-curated/tree/main/plugins/openai-jupyter-notebook/skills/openai-jupyter-notebook into .cursor/skills/openai-jupyter-notebook/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-jupyter-notebook", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/trailofbits/skills-curated.git --path plugins/openai-jupyter-notebook/skills/openai-jupyter-notebook--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add trailofbits/skills-curated --skill openai-jupyter-notebook -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install trailofbits/skills-curated openai-jupyter-notebook --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/trailofbits/skills-curated.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/openai-jupyter-notebook/skills/openai-jupyter-notebook .gemini/skills/openai-jupyter-notebook && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "openai-jupyter-notebook" agent skill from https://github.com/trailofbits/skills-curated/tree/main/plugins/openai-jupyter-notebook/skills/openai-jupyter-notebook into .gemini/skills/openai-jupyter-notebook/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-jupyter-notebook", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install trailofbits/skills-curated openai-jupyter-notebookInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add trailofbits/skills-curated --skill openai-jupyter-notebook -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/trailofbits/skills-curated.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/openai-jupyter-notebook/skills/openai-jupyter-notebook .github/skills/openai-jupyter-notebook && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "openai-jupyter-notebook" agent skill from https://github.com/trailofbits/skills-curated/tree/main/plugins/openai-jupyter-notebook/skills/openai-jupyter-notebook into .github/skills/openai-jupyter-notebook/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-jupyter-notebook", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add trailofbits/skills-curated --skill openai-jupyter-notebook -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install trailofbits/skills-curated openai-jupyter-notebook --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/trailofbits/skills-curated.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/openai-jupyter-notebook/skills/openai-jupyter-notebook .opencode/skills/openai-jupyter-notebook && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "openai-jupyter-notebook" agent skill from https://github.com/trailofbits/skills-curated/tree/main/plugins/openai-jupyter-notebook/skills/openai-jupyter-notebook into .opencode/skills/openai-jupyter-notebook/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openai-jupyter-notebook", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
openai-jupyter-notebookA skill your agent uses when the user asks to create, scaffold, or edit Jupyter notebooks (.ipynb) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script…
Openai Jupyter Notebook is an agent skill from trailofbits/skills-curated, published by the product's own GitHub organization. Use when the user asks to create, scaffold, or edit Jupyter notebooks (.ipynb) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script newnotebook.py to generate a clean starting notebook. Originally from OpenAI's curated skills catalog.
Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `references/experiment-patterns.md`, `references/notebook-structure.md` and `references/quality-checklist.md`).
It sits in Data & Analytics, covering Jupyter notebooks. It works with Jupyter and OpenAI. The repository describes itself as: Curated, community-vetted Claude Code plugin marketplace. The licence is CC-BY-SA-4.0.
Read from SKILL.md and the folder at commit 6d05be4. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
BashReadGrepGlobWriteEditFrom allowed-tools in the SKILL.md frontmatter.
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
uvFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Openai Jupyter Notebook loads about 1k tokens when it runs, and up to ~1.7k if it reads all its reference files. Until then it costs about 78 tokens; SKILL.md has 402 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Bash, Read, Grep, Glob, Write, EditAutomated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from trailofbits/skills-curated at commit 6d05be4, republished under its CC-BY-SA-4.0 licence (© trailofbits). 402 words, ~1,020 tokens.
.claude/skills/openai-jupyter-notebook/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.Create clean, reproducible Jupyter notebooks for two primary modes:
Prefer the bundled templates and the helper script for consistent structure and fewer JSON mistakes.
.ipynb notebook from scratch.experiment.tutorial.Scripts and references are located under {baseDir}/.
Lock the intent.
Identify the notebook kind: experiment or tutorial.
Capture the objective, audience, and what "done" looks like.
Scaffold from the template. Use the helper script to avoid hand-authoring raw notebook JSON.
uv run --python 3.12 python "$JUPYTER_NOTEBOOK_CLI" \
--kind experiment \
--title "Compare prompt variants" \
--out output/jupyter-notebook/compare-prompt-variants.ipynbuv run --python 3.12 python "$JUPYTER_NOTEBOOK_CLI" \
--kind tutorial \
--title "Intro to embeddings" \
--out output/jupyter-notebook/intro-to-embeddings.ipynbFill the notebook with small, runnable steps. Keep each code cell focused on one step. Add short markdown cells that explain the purpose and expected result. Avoid large, noisy outputs when a short summary works.
Apply the right pattern.
For experiments, follow references/experiment-patterns.md.
For tutorials, follow references/tutorial-patterns.md.
Edit safely when working with existing notebooks.
Preserve the notebook structure; avoid reordering cells unless it improves the top-to-bottom story.
Prefer targeted edits over full rewrites.
If you must edit raw JSON, review references/notebook-structure.md first.
Validate the result.
Run the notebook top-to-bottom when the environment allows.
If execution is not possible, say so explicitly and call out how to validate locally.
Use the final pass checklist in references/quality-checklist.md.
assets/experiment-template.ipynb and assets/tutorial-template.ipynb.Script path:
$JUPYTER_NOTEBOOK_CLI (installed default: {baseDir}/scripts/new_notebook.py)tmp/jupyter-notebook/ for intermediate files; delete when done.output/jupyter-notebook/ when working in this repo.ablation-temperature.ipynb).Prefer uv for dependency management.
Optional Python packages for local notebook execution:
uv pip install jupyterlab ipykernelThe bundled scaffold script uses only the Python standard library and does not require extra dependencies.
No required environment variables.
references/experiment-patterns.md: experiment structure and heuristics.references/tutorial-patterns.md: tutorial structure and teaching flow.references/notebook-structure.md: notebook JSON shape and safe editing rules.references/quality-checklist.md: final validation checklist.<!-- TODO: review -->© trailofbits, CC-BY-SA-4.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 5 other files (scripts, references) in plugins/openai-jupyter-notebook/skills/openai-jupyter-notebook of trailofbits/skills-curated.
Open the folder on GitHubat commit 6d05be4
Openai Jupyter Notebook next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Openai Jupyter Notebook this skilltrailofbits/skills-curated | 513 | — | ~1k | Automated safety check: Notes | CC-BY-SA-4.0 | |
| Jupyter Notebookmicrosoft/ai-agents-for-beginners | 77k | 8 repos | ~1k | Automated safety check: Pass | Apache-2.0 | |
| Notebook For ExperimentJetBrains/intellij-community | 21k | — | ~4.4k | Automated safety check: Warn | Custom licence | |
| Jupyter To Marimoericmjl/llamabot | 183 | 2 repos | ~475 | Automated safety check: Pass | None | |
| Nbreviewawdeorio/dotfiles | 102 | — | ~2.2k | Automated safety check: Pass | None | |
| Save Research Notebooknapjon/krisk | 117 | — | ~702 | Automated safety check: Pass | BSD-3-Clause |
microsoft/ai-agents-for-beginners
A skill your agent uses when the user asks to create, scaffold, or edit Jupyter notebooks (.ipynb) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script…
JetBrains/intellij-community
Create reproducible Jupyter notebooks for performance experiments.
ericmjl/llamabot
Convert a Jupyter notebook (.ipynb) to a marimo notebook (.py).
awdeorio/dotfiles
This skill should be used when the user asks to "review this notebook", "nbreview", "check my notebook", or otherwise requests a Jupyter notebook review.
napjon/krisk
Convert a completed data-analysis conversation into evidence-backed, reproducible living research through the Krisk MCP server.
microsoft/ai-agents-for-beginners
Kasuta, kui kasutaja palub luua, üles ehitada või redigeerida Jupyteri märkmikke (.ipynb) katsetuste, uurimiste või juhendite jaoks; eelista kaasasolevaid malle ja käivita abiskript newnotebook.py…
trailofbits/skills-curated
Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization.
trailofbits/skills-curated
A skill your agent uses when the task involves reading, creating, or editing .docx documents, especially when formatting or layout fidelity matters; prefer python-docx plus the bundled…
trailofbits/skills-curated
A skill your agent uses when the agent is building or iterating on a web game (HTML/JS) and needs a reliable development + testing loop: implement small changes, run a Playwright-based test script…
trailofbits/skills-curated
A skill your agent uses when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging) via playwright-cli…
trailofbits/skills-curated
Searches X/Twitter for real-time perspectives, dev discussions, product feedback, breaking news, and expert opinions using the X API v2.
trailofbits/skills-curated
Teaches the user a new skill or concept over multiple sessions, using the current directory as a stateful teaching workspace with lessons, learning records, and reference materials.
Categories
A skill your agent uses when the user asks to create, scaffold, or edit Jupyter notebooks (.ipynb) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script…. Openai Jupyter Notebook is an agent skill from trailofbits/skills-curated, published by the product's own GitHub organization.py to generate a clean starting notebook.
Openai Jupyter Notebook fits situations like: the user asks to create; edit Jupyter notebooks (.ipynb) for experiments; prefer the bundled templates and run the helper script newnotebook.py to generate a clean starting notebook.
Run `npx skills add trailofbits/skills-curated --skill openai-jupyter-notebook -a claude-code`. Or copy the skill folder (plugins/openai-jupyter-notebook/skills/openai-jupyter-notebook in trailofbits/skills-curated) into .claude/skills/openai-jupyter-notebook in your project. Claude Code loads it when a task matches its description.
Run `npx skills add trailofbits/skills-curated --skill openai-jupyter-notebook -a codex`. Or copy the skill folder (plugins/openai-jupyter-notebook/skills/openai-jupyter-notebook in trailofbits/skills-curated) into .agents/skills/openai-jupyter-notebook in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add trailofbits/skills-curated --skill openai-jupyter-notebook -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/openai-jupyter-notebook, .gemini/skills/openai-jupyter-notebook, .github/skills/openai-jupyter-notebook and .opencode/skills/openai-jupyter-notebook in your project.
Going by SKILL.md and its folder, Openai Jupyter Notebook needs Python for the scripts in its folder and the command-line tools its instructions call (uv). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Bash, Read, Grep, Glob, Write, Edit.
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Openai Jupyter Notebook is published under the CC-BY-SA-4.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1k tokens (SKILL.md is roughly 4.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 671 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Openai Jupyter Notebook: Jupyter Notebook (microsoft/ai-agents-for-beginners, 77k stars), Notebook For Experiment (JetBrains/intellij-community, 21k stars), Jupyter To Marimo (ericmjl/llamabot, 183 stars) and Nbreview (awdeorio/dotfiles, 102 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
trailofbits (a GitHub organization, an official publisher) maintains it in trailofbits/skills-curated, which has 513 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on July 14, 2026.
Source: trailofbits/skills-curated on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.
