Notebook For Experiment
JetBrains/intellij-community
Create reproducible Jupyter notebooks for performance experiments.
ユーザーが実験、探索、またはチュートリアル用の Jupyter Notebook（.ipynb）を作成、スキャフォールド、または編集するよう依頼したときに使用します。バンドルされたテンプレートを優先し、ヘルパースクリプト newnotebook.py を実行してクリーンな開始ノートブックを生成してください。
Install Jupyter Notebook
$ npx skills add microsoft/ai-agents-for-beginners --skill jupyter-notebook -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install microsoft/ai-agents-for-beginners 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/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .claude/skills && cp -r skills-src/translations/ja/.agents/skills/jupyter-notebook .claude/skills/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 "jupyter-notebook" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/ja/.agents/skills/jupyter-notebook into .claude/skills/jupyter-notebook/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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/microsoft/ai-agents-for-beginners/tree/main/translations/ja/.agents/skills/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 microsoft/ai-agents-for-beginners --skill jupyter-notebook -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install microsoft/ai-agents-for-beginners jupyter-notebook --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .agents/skills && cp -r skills-src/translations/ja/.agents/skills/jupyter-notebook .agents/skills/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 "jupyter-notebook" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/ja/.agents/skills/jupyter-notebook into .agents/skills/jupyter-notebook/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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 microsoft/ai-agents-for-beginners --skill jupyter-notebook -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install microsoft/ai-agents-for-beginners jupyter-notebook --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/translations/ja/.agents/skills/jupyter-notebook .cursor/skills/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 "jupyter-notebook" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/ja/.agents/skills/jupyter-notebook into .cursor/skills/jupyter-notebook/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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/microsoft/ai-agents-for-beginners.git --path translations/ja/.agents/skills/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 microsoft/ai-agents-for-beginners --skill jupyter-notebook -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install microsoft/ai-agents-for-beginners jupyter-notebook --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/translations/ja/.agents/skills/jupyter-notebook .gemini/skills/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 "jupyter-notebook" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/ja/.agents/skills/jupyter-notebook into .gemini/skills/jupyter-notebook/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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 microsoft/ai-agents-for-beginners 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 microsoft/ai-agents-for-beginners --skill jupyter-notebook -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .github/skills && cp -r skills-src/translations/ja/.agents/skills/jupyter-notebook .github/skills/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 "jupyter-notebook" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/ja/.agents/skills/jupyter-notebook into .github/skills/jupyter-notebook/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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 microsoft/ai-agents-for-beginners --skill 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 microsoft/ai-agents-for-beginners jupyter-notebook --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/translations/ja/.agents/skills/jupyter-notebook .opencode/skills/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 "jupyter-notebook" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/ja/.agents/skills/jupyter-notebook into .opencode/skills/jupyter-notebook/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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.
Facts
- Skill name
jupyter-notebook- GitHub stars
- 77k
- Token cost
- ~826 tokens
- SKILL.md length
- 94 words
- Files
- 7 (incl. references, assets)
- Skills in repo
- 123
- Repo updated
- First seen
- Licence
- MIT
At a glance
ユーザーが実験、探索、またはチュートリアル用の Jupyter Notebook（.ipynb）を作成、スキャフォールド、または編集するよう依頼したときに使用します。バンドルされたテンプレートを優先し、ヘルパースクリプト newnotebook.py を実行してクリーンな開始ノートブックを生成してください。
- Tasks that involve Jupyter notebooks
- SKILL.md covers いつ使うか, 決定木分析, スキルパス（一度設定） and ワークフロー, plus 5 more sections
- Calls uv
What it does
Jupyter Notebook is an agent skill from microsoft/ai-agents-for-beginners, published by the product's own GitHub organization. ユーザーが実験、探索、またはチュートリアル用の Jupyter Notebook（.ipynb）を作成、スキャフォールド、または編集するよう依頼したときに使用します。バンドルされたテンプレートを優先し、ヘルパースクリプト newnotebook.py を実行してクリーンな開始ノートブックを生成してください。
Its SKILL.md is about 830 tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including reference files and assets (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. The repository describes itself as: 18 Lessons to Get Started Building AI Agents. The licence is MIT.
When your agent uses it
- Tasks that involve Jupyter notebooks
Example prompts
- “/jupyter-notebook”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 25b7985. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
uv
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
github.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Jupyter Notebook loads about 826 tokens when it runs, and up to ~2.5k if it reads all its reference files. Until then it costs about 44 tokens; SKILL.md has 94 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.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated 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); files beside SKILL.md are not scanned.
SKILL.md
The full file from microsoft/ai-agents-for-beginners at commit 25b7985, republished under its MIT licence (© microsoft). 94 words, ~826 tokens.
Download SKILL.mdSave it as
.claude/skills/jupyter-notebook/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.- name
- jupyter-notebook
- description
- ユーザーが実験、探索、またはチュートリアル用の Jupyter Notebook（`.ipynb`）を作成、スキャフォールド、または編集するよう依頼したときに使用します。バンドルされたテンプレートを優先し、ヘルパースクリプト `new_notebook.py` を実行してクリーンな開始ノートブックを生成してください。
Jupyter Notebookのスキル
クリーンで再現可能な Jupyter Notebook を、主に次の2つのモード向けに作成します:
- 実験および探索的解析
- チュートリアルおよび教育向けのウォークスルー
同梱のテンプレートとヘルパースクリプトを使うことで、一貫した構造を保ち、JSONのミスを減らすことを推奨します。
いつ使うか
- 新しい
.ipynbノートブックをゼロから作成するとき。 - ラフなノートやスクリプトを構造化されたノートブックに変換するとき。
- 既存のノートブックをより再現可能で読みやすくリファクタリングするとき。
- 他の人が読むまたは再実行する実験やチュートリアルを作成するとき。
決定木分析
- リクエストが探索的、分析的、または仮説駆動型であれば、
experimentを選びます。 - リクエストが指導的、段階的、または特定の対象者向けであれば、
tutorialを選びます。 - 既存のノートブックを編集する場合はリファクタとして扱い、意図を保持して構造を改善します。
スキルパス（一度設定）
export CODEX_HOME="${CODEX_HOME:-$HOME/.codex}"
export JUPYTER_NOTEBOOK_CLI="$CODEX_HOME/skills/jupyter-notebook/scripts/new_notebook.py"ユーザー限定スキルは $CODEX_HOME/skills ディレクトリにインストールされます（デフォルト：~/.codex/skills）。
ワークフロー
インテントを確定する。 ノートブックの種類（
experimentまたはtutorial）を特定する。 目的、対象ユーザー、完了状態を明確にする。テンプレートからスキャフォールディングする。 ヘルパースクリプトを使用することで、ノートブックのJSONを手作業で作成する必要がなくなります。
uv run --python 3.12 python "$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.ipynbノートブックには、実行可能な小さなステップを記述してください。 各コードセルは、1つのステップに焦点を絞ってください。 目的と期待される結果を説明する短いマークダウンセルを追加してください。 短い要約で済む場合は、長くて冗長な出力は避けてください。
適切なパターンを適用します。 実験については、
references/experiment-patterns.mdを参照してください。 チュートリアルについては、references/tutorial-patterns.mdを参照してください。既存のノートブックを編集する際は、安全に作業を進めてください。 ノートブックの構造を維持し、全体の流れを改善する場合を除き、セルの順序変更は避けてください。 全面的な書き換えよりも、対象を絞った編集を優先してください。 どうしてもJSONファイルを編集する必要がある場合は、まず
references/notebook-structure.mdを確認してください。結果を検証する。 環境が許せば、ノートブックを最初から最後まで実行してください。 実行できない場合は、その旨を明記し、ローカル環境での検証方法を指示してください。 最終合格チェックリストは、
references/quality-checklist.mdを参照してください。
テンプレートとヘルパースクリプト
- テンプレートは
assets/experiment-template.ipynbとassets/tutorial-template.ipynbにあります。 - ヘルパースクリプトはテンプレートを読み込み、タイトルセルを更新し、ノートブックを作成します。
スクリプトのパス:
$JUPYTER_NOTEBOOK_CLI（インストール時のデフォルト:$CODEX_HOME/skills/jupyter-notebook/scripts/new_notebook.py）
一時ファイルと出力ファイルの保存規則
- 中間ファイルは
tmp/jupyter-notebook/に保存し、作業完了後に削除してください。 - このリポジトリで作業する場合は、最終成果物を
output/jupyter-notebook/に保存してください。 - 安定した、分かりやすいファイル名を使用してください（例：
ablation-temperature.ipynb）。
依存関係（必要な場合のみインストールしてください）
依存関係の管理にはuvの使用を推奨します。
ローカルノートブック実行のためのオプションのPythonパッケージ：
uv pip install jupyterlab ipykernel同梱されているスキャフォールディングスクリプトはPython標準ライブラリのみを使用しており、追加の依存関係は不要です。
環境
必須の環境変数はありません。
参照マップ
references/experiment-patterns.md: 実験の構成と経験則。references/tutorial-patterns.md: チュートリアルの構成と教育的な流れ。references/notebook-structure.md: ノートブックJSONの構造と安全な編集ルール。references/quality-checklist.md: 最終検証チェックリスト。
<!-- CO-OP TRANSLATOR DISCLAIMER START -->免責事項： 本書はAI翻訳サービス「Co-op Translator」を使用して翻訳されました。正確さには努めていますが、自動翻訳には誤りや不正確な箇所が含まれる可能性があります。原文（原言語の文書）を正本としてご参照ください。重要な情報については、専門の人間による翻訳を推奨します。本翻訳の利用により生じたいかなる誤解や解釈の相違についても、当社は責任を負いません。
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Files
SKILL.md and 6 other files (references, assets) in translations/ja/.agents/skills/jupyter-notebook of microsoft/ai-agents-for-beginners.
- SKILL.md
- assets/experiment-template.ipynb
- assets/tutorial-template.ipynb
- references/experiment-patterns.md
- references/notebook-structure.md
- references/quality-checklist.md
- references/tutorial-patterns.md
Open the folder on GitHubat commit 25b7985
Compare with similar skills
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 |
|---|---|---|---|---|---|---|
| Jupyter Notebook this skillmicrosoft/ai-agents-for-beginners | 77k | — | ~826 | Automated safety check: Pass | MIT | |
| 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 | |
| Doc Releasemindspore-ai/docs | 167 | — | ~4.8k | Automated safety check: Pass | Apache-2.0 |
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Questions about Jupyter Notebook
What does Jupyter Notebook do?
ユーザーが実験、探索、またはチュートリアル用の Jupyter Notebook（.ipynb）を作成、スキャフォールド、または編集するよう依頼したときに使用します。バンドルされたテンプレートを優先し、ヘルパースクリプト newnotebook.py を実行してクリーンな開始ノートブックを生成してください。. Jupyter Notebook is an agent skill from microsoft/ai-agents-for-beginners, published by the product's own GitHub organization.
When should I use Jupyter Notebook?
Jupyter Notebook fits situations like: tasks that involve Jupyter notebooks.
How do I install Jupyter Notebook in Claude Code?
Run `npx skills add microsoft/ai-agents-for-beginners --skill jupyter-notebook -a claude-code`. Or copy the skill folder (translations/ja/.agents/skills/jupyter-notebook in microsoft/ai-agents-for-beginners) into .claude/skills/jupyter-notebook in your project. Claude Code loads it when a task matches its description.
How do I install Jupyter Notebook in Codex?
Run `npx skills add microsoft/ai-agents-for-beginners --skill jupyter-notebook -a codex`. Or copy the skill folder (translations/ja/.agents/skills/jupyter-notebook in microsoft/ai-agents-for-beginners) into .agents/skills/jupyter-notebook in your project. Codex loads it when a task matches its description.
Can I use Jupyter Notebook in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add microsoft/ai-agents-for-beginners --skill 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/jupyter-notebook, .gemini/skills/jupyter-notebook, .github/skills/jupyter-notebook and .opencode/skills/jupyter-notebook in your project.
What does Jupyter Notebook need to run?
Going by SKILL.md and its folder, Jupyter Notebook needs the command-line tools its instructions call (uv). Our summary lists: Python 3.
Does Jupyter Notebook access the network?
SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.
Is Jupyter Notebook safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Jupyter Notebook use?
Jupyter Notebook is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Jupyter Notebook use?
About 826 tokens (SKILL.md is roughly 3.3k 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 1.7k tokens, read only when the agent opens those files.
What are the alternatives to Jupyter Notebook?
Skills that share tags, products or a category with Jupyter Notebook: Notebook For Experiment (JetBrains/intellij-community, 21k stars), Jupyter To Marimo (ericmjl/llamabot, 183 stars), Nbreview (awdeorio/dotfiles, 102 stars) and Save Research Notebook (napjon/krisk, 117 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jupyter Notebook?
microsoft (a GitHub organization, an official publisher) maintains it in microsoft/ai-agents-for-beginners, which has 76,686 GitHub stars. The repository holds 123 skills in this directory. The repository was last updated on September 19, 2026.
Source: microsoft/ai-agents-for-beginners on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.