Topic · Data & Analytics
Best jupyter notebooks skills for Claude Code, Codex and other agents.
- skills
- 111
- official
- 57
Jupyter notebooks skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 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… | microsoft/ | 77k | 8 repos | ~1k | Automated safety check: Pass | Apache-2.0 | 19 days ago |
| 2 | A skill your agent uses to produce standalone, publication-ready PNG graphics and reproducible matplotlib scripts from tabular data (CSVs or DataFrames). | EvoScientist/ | 475 | 1 repo | ~4.4k | Automated safety check: Pass | Apache-2.0 | 7 days ago |
| 3 | Check if a marimo notebook is compatible with WebAssembly (WASM) and report any issues. | ericmjl/ | 182 | 2 repos | ~1.6k | Automated safety check: Pass | No licence | today |
| 4 | Work inside a running marimo notebook's kernel — execute code, create cells, and build a notebook as an artifact. | cosanlab/ | 131 | 1 repo | ~3k | Automated safety check: Pass | MIT | 6 days ago |
| 5 | Python development guidance with code quality standards, error handling, testing practices, and environment management. | databricks-solutions/ | 1.9k | — | ~1.6k | Automated safety check: Pass | Unknown | 1 mo ago |
| 6 | Write a marimo notebook in a Python file in the right format. | cosanlab/ | 131 | 4 repos | ~2.1k | Automated safety check: Pass | MIT | 6 days ago |
| 7 | An opintionated skill to prepare a marimo notebook to make it ready for a scheduled run. | koaning/ | 145 | 1 repo | ~819 | Automated safety check: Notes | No licence | 6 mo ago |
| 8 | Create a new Langfuse integration page in the langfuse-docs repo. | langfuse/ | 246 | — | ~3.7k | Automated safety check: Pass | MIT | today |
| 9 | Convert Markdown text to DOCX, PPTX, XLSX, PDF, PNG, SVG, HTML, IPYNB, MD, CSV, JSON, JSONL, XML files, and extract code blocks in Markdown to Python, Bash,JS and etc files. | bowenliang123/ | 271 | 1 repo | ~5.3k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 10 | Create short MiniMax H3 reference-to-video clips from one or more local images through Google Colab CLI. | killkli/ | 109 | — | ~743 | Automated safety check: Pass | No licence | 11 days ago |
| 11 | 11.Opendocs Generates multi-format documentation (Word, PDF, PPTX, Markdown blog post, JIRA ticket, FAQ, changelog, LaTeX, social snippet, architecture diagram) from a GitHub README, npm package, local Markdown… | ioteverythin/ | 233 | — | ~746 | Automated safety check: Notes | MIT | 1 mo ago |
| 12 | Create reproducible Jupyter notebooks for performance experiments. | JetBrains/ | 21k | — | ~4.4k | Automated safety check: Warn | Unknown | today |
| 13 | 13.Marimo Pair Drive a live marimo notebook as a workspace: run Python in the same kernel the user does, inspect live notebook state, and commit durable notebook changes. | PhySpace/ | 141 | — | ~3k | Automated safety check: Pass | Apache-2.0 | 5 days ago |
| 14 | Research and compare PhD or doctoral programs and fitting advisors, then build an evidence-aware marimo dashboard and optional Excel workbook. | SihengTao/ | 119 | — | ~3.5k | Automated safety check: Pass | MIT | 2 mo ago |
| 15 | Drive a live marimo notebook in VS Code as a workspace: run Python in the same kernel the user does, inspect and explore live notebook state and data, prototype and debug code, and commit durable… | marimo-team/ | 130 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 16 | Convert a Jupyter notebook (.ipynb) to a marimo notebook (.py). | ericmjl/ | 182 | 2 repos | ~475 | Automated safety check: Pass | No licence | today |
| 17 | Convert a user-provided static anime character image into a verified rig-ready PSD by coordinating the Still2Rig PSD local job CLI with a user-approved Google Colab session through Colab MCP Go. | shinshin86/ | 128 | — | ~1.4k | Automated safety check: Pass | MIT | 9 days ago |
| 18 | 18.Nbreview This skill should be used when the user asks to "review this notebook", "nbreview", "check my notebook", or otherwise requests a Jupyter notebook review. | awdeorio/ | 102 | — | ~2.2k | Automated safety check: Pass | No licence | yesterday |
| 19 | Convert a completed data-analysis conversation into evidence-backed, reproducible living research through the Krisk MCP server. | napjon/ | 118 | — | ~702 | Automated safety check: Pass | BSD-3-Clause | 6 days ago |
| 20 | Set up the NVIDIA "Build an Agent" DevX workshop as a working JupyterLab environment from INSIDE a locked-down OpenShell/NemoClaw sandbox, and hand the user the token URL + access commands. | brevdev/ | 144 | — | ~5.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 21 | Make a demo of a research paper in a marimo notebook fully automatically without extra user input. | marimo-team/ | 174 | — | ~1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 22 | Generates Scenario Planner data from a fitted Meridian marketing mix model and prepares it for a Looker Studio dashboard through a Colab handoff. | google/ | 1.6k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | today |
| 23 | A skill your agent uses when the user is explicitly working with Quarto, .qmd files, quarto.yml, Quarto projects, or Quarto features such as callouts, cross-references, citations, Mermaid diagrams… | quarto-dev/ | 160 | 1 repo | ~1.9k | Automated safety check: Pass | MIT | 27 days ago |
| 24 | Transfer code from a backtesting Jupyter notebook to a Trade Executor strategy module | tradingstrategy-ai/ | 160 | — | ~1.1k | Automated safety check: Pass | Unknown | today |
| 25 | 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… | microsoft/ | 77k | — | ~1.2k | Automated safety check: Pass | MIT | 19 days ago |
| 26 | Session retrospective for improving marimo-pair and marimo.codemode. | PhySpace/ | 141 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 5 days ago |
| 27 | Add "Open in molab" badge(s) linking to marimo notebooks. An agent skill from marimo-team/skills. | marimo-team/ | 174 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 28 | 28.Doc Release MindSpore 文档发布新分支时,链接更替与组件清洗技能,用于清理组件和替换链接. An agent skill from mindspore-ai/docs. | mindspore-ai/ | 167 | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | 9 days ago |
| 29 | 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… | trailofbits/ | 512 | — | ~1k | Automated safety check: Notes | CC-BY-SA-4.0 | 2 mo ago |
| 30 | Electronic lab notebook API integration. An agent skill from davila7/claude-code-templates. | davila7/ | 32k | 10 repos | ~2.3k | Automated safety check: Pass | MIT | today |
| 31 | Creates, inspects, edits and runs Jupyter notebooks, scaffolding experiment or tutorial notebooks from templates and preferring a Jupyter MCP server over raw JSON edits. | Kilo-Org/ | 190 | — | ~1.3k | Automated safety check: Pass | MIT | 9 days ago |
| 32 | Implement a research paper as an interactive marimo notebook together with the user. | marimo-team/ | 174 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 33 | Invoke this skill when making any modification to a notebook (.ipynb) in the OCI agent. | Netflix-Skunkworks/ | 143 | — | ~484 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 34 | Käytetään, kun käyttäjä pyytää luomaan, alustamaan tai muokkaamaan Jupyter-muistikirjoja (.ipynb) kokeita, tutkimuksia tai opetusohjelmia varten; käytä mieluummin mukana olevia mallipohjia ja… | microsoft/ | 77k | — | ~1.3k | Automated safety check: Pass | MIT | 19 days ago |
| 35 | Best practices for analytics, data analysis, and visualization using Python, pandas, matplotlib, seaborn, and Jupyter notebooks. | Mindrally/ | 268 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 36 | À utiliser lorsque l'utilisateur demande de créer, structurer ou modifier des notebooks Jupyter (.ipynb) pour des expériences, explorations ou tutoriels ; privilégiez les modèles fournis et exécutez… | microsoft/ | 77k | — | ~1.4k | Automated safety check: Pass | MIT | 19 days ago |
| 37 | Convert a Streamlit app to a marimo notebook. An agent skill from marimo-team/skills. | marimo-team/ | 174 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 38 | Generate anywidget components for marimo notebooks. An agent skill from ericmjl/llamabot. | ericmjl/ | 182 | 2 repos | ~957 | Automated safety check: Warn | No licence | today |
| 39 | उपयोग तब करें जब उपयोगकर्ता प्रयोगों, खोजों, या ट्यूटोरियल्स के लिए Jupyter नोटबुक (.ipynb) बनाने, स्कैफोल्ड करने, या संपादित करने के लिए कहे; पैकेज किए गए टेम्पलेट्स को प्राथमिकता दें और एक साफ… | microsoft/ | 77k | — | ~1.3k | Automated safety check: Pass | MIT | 19 days ago |
| 40 | زمانی استفاده شود که کاربر درخواست ایجاد، ساختاردهی یا ویرایش دفترچههای Jupyter (.ipynb) برای آزمایشها، کاوشها یا آموزشها را دارد؛ از قالبهای همراه ترجیحاً استفاده کنید و اسکریپت کمکی newnotebook.py… | microsoft/ | 77k | — | ~1.2k | Automated safety check: Warn | MIT | 19 days ago |
| 41 | Interactive development in marimo notebooks with validation loops. | pymc-labs/ | 1.2k | — | ~357 | Automated safety check: Pass | Apache-2.0 | today |
| 42 | Build, run, debug, and operate applications on AWS Lambda MicroVMs — Firecracker-isolated, snapshot-resumable serverless compute environments that run inside a container with up to 8-hour lifetimes. | awslabs/ | 915 | 1 repo | ~4.1k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 43 | Használható, amikor a felhasználó Jupyter notebookok (.ipynb) létrehozását, felépítését vagy szerkesztését kéri kísérletekhez, felfedezésekhez vagy oktatóanyagokhoz; részesítse előnyben a csomagolt… | microsoft/ | 77k | — | ~1.3k | Automated safety check: Pass | MIT | 19 days ago |
| 44 | Invoke this skill when initiating an OCI analysis from a plan or user prompt — i.e. | Netflix-Skunkworks/ | 143 | — | ~364 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 45 | Gunakan saat pengguna meminta untuk membuat, membangun kerangka, atau mengedit notebook Jupyter (.ipynb) untuk eksperimen, eksplorasi, atau tutorial; utamakan templat bawaan dan jalankan skrip… | microsoft/ | 77k | — | ~1.3k | Automated safety check: Pass | MIT | 19 days ago |
| 46 | Convert a jupytext percent %% Python file into an executed .ipynb with cell outputs. | probabl-ai/ | 137 | — | ~1k | Automated safety check: Pass | BSD-3-Clause | today |
| 47 | Use a live Jupyter kernel for stateful, iterative Python execution via hamelnb. | RedWoodOG/ | 177 | 6 repos | ~1.4k | Automated safety check: Pass | MIT | 4 mo ago |
| 48 | Usa quando l'utente chiede di creare, strutturare o modificare notebook Jupyter (.ipynb) per esperimenti, esplorazioni o tutorial; privilegia i modelli inclusi ed esegui lo script di supporto… | microsoft/ | 77k | — | ~1.3k | Automated safety check: Pass | MIT | 19 days ago |
Questions, answered from the data.
What is the best jupyter notebooks skill?
Jupyter Notebook (official) from microsoft/ai-agents-for-beginners ranks first of the 111 jupyter notebooks skills listed here, with the highest score: its repository has 77k GitHub stars, 8 other GitHub owners carry a copy, its SKILL.md loads about 1k tokens and it passes the automated safety check with no findings. Next come Paper Figures and Wasm Compatibility.
Which jupyter notebooks skills are official?
57 of the 111 jupyter notebooks skills are official, published by the vendor's own GitHub organization: Jupyter Notebook, Notebook For Experiment, Meridian Scenario Planner, Jupyter Notebook, Openai Jupyter Notebook and 52 more.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.