microsoftdocs/agent-skills · skills/azure-data-science-vm/SKILL.md

azure-data-science-vm skillA

azure-data-science-vm is agent-read markdown (skill) from microsoftdocs/agent-skills: Expert knowledge for Azure Data Science Virtual Machines development including troubleshooting, decision making, architecture & design patterns, security, configuration, integrations & coding patterns, and deployment. Use when managing DSVM images/tools, IaC deployment (Bicep/ARM), Key Vault secrets, MLflow, or GPU/Jupyter issues, and other Azure Data Science Virtual Machines related development tasks. Not for Azure Virtual Machines (use azure-virtual-machines), Azure Machine Learning (use azure.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add microsoftdocs/agent-skills/azure-data-science-vm@git:20260416.b8b6fcd
Exact content
mdr add microsoftdocs/agent-skills/azure-data-science-vm@sha256:12904905e3939051

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_gzvy3e3ip5mtlnpi.svg)](https://markdownregistry.com/a/art_gzvy3e3ip5mtlnpi)

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Versions

versioncommittedcommitsizeaudit
git:20260416.b8b6fcd latest2026-04-16 b8b6fcd 7,217 BA view · diff
git:20260317.bf9e7e52026-03-17 bf9e7e5 7,395 BA view · diff
git:20260317.98aac422026-03-17 98aac42 7,301 BA view · diff
git:20260304.c062aa82026-03-04 c062aa8 7,236 BA view · diff
git:20260302.00529e22026-03-02 00529e2 6,878 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7217 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

GitHub

microsoftdocs/agent-skills · 745 stars · license CC-BY-4.0 · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gzvy3e3ip5mtlnpi
GET https://markdownregistry.com/api/v1/resolve?ref=microsoftdocs/agent-skills/azure-data-science-vm
GET https://markdownregistry.com/api/v1/blob/12904905e3939051683eb6f5824989984c9612e4252c43a1ade3ae44b390e5fd

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.