jupyter-notebook SKILL.md skillA
jupyter-notebook from ulises-jeremias/agent-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ulises-jeremias/agent-toolkit/jupyter-notebook@git:20260831.856ee57Pins git:20260831.856ee57 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ulises-jeremias/agent-toolkit
- Path
plugins/agent-toolkit-complete/.opencode/skills/jupyter-notebook/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260831.856ee57, committed Aug 31, 2026
- Size
- 5,443 bytes
- Repository stars
- 19
- License
- MIT
Create, scaffold, or refactor Jupyter notebooks (.ipynb) for experiments and tutorials. Prefer.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Jupyter Notebook Create clean, reproducible Jupyter notebooks for two primary modes: - **Experiments** — exploratory analysis, ablations, hypothesis testing. - **Tutorials** — instructional walkthroughs, teaching-oriented notebooks. Prefer the bundled templates and the helper script for consistent structure and fewer JSON mistakes. ## When to use - Create a new `.ipynb` notebook from scratch. - Convert rough notes or scripts into a structured notebook. - Refactor an existing notebook to be more reproducible and skimmable. - Build experiments or tutorials that will be read or re-run by other people. ## Decision tree - Exploratory / analytical / hypothesis-driven → `experiment`. - Instructional / step-by-step / audience-specific → `tutorial`. - Editing an existing notebook → treat as a refactor: preserve intent and improve structure. ## Prerequisites - `python3` (provided by `bootstrap`). - Optional: `uv` for local notebook execution and dependency isolation (also from `bootstrap`). `skills check jupyter-notebook` validates `python3` is present. ## Helper script The bundled scaffolder (`scripts/new_notebook.py`, stdlib only) loads a …
Read the whole file at its exact version.
How to install
mdr add ulises-jeremias/agent-toolkit/jupyter-notebook@sha256:1dbad970a4f1af27The line at the top of this page pins the label git:20260831.856ee57, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_477dinfilmwjvuoe)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 31, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5443 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
ulises-jeremias/agent-toolkit · 19 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_477dinfilmwjvuoe GET https://markdownregistry.com/api/v1/resolve?ref=ulises-jeremias/agent-toolkit/jupyter-notebook GET https://markdownregistry.com/api/v1/blob/1dbad970a4f1af277605051ff979ecfc1b3458856e90bbc9bc9119d8d3431a8f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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