microsoftdocs/agent-skills · skills/azure-machine-learning/SKILL.md

azure-machine-learning skillA

azure-machine-learning is agent-read markdown (skill) from microsoftdocs/agent-skills: Expert knowledge for Azure Machine Learning development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when running AutoML jobs, Prompt Flow/RAG, online endpoints, feature stores, or Azure ML CLI/YAML, and other Azure Machine Learning related development tasks. Not for Azure Databricks (use azure-databricks), Azure HDInsight (use azure-hdinsight), Azure Synap.

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-machine-learning@git:20260907.90ec55f
Exact content
mdr add microsoftdocs/agent-skills/azure-machine-learning@sha256:4f17d08f4b5513f8

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_fgs557cs4iehvjn6.svg)](https://markdownregistry.com/a/art_fgs557cs4iehvjn6)

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Versions

versioncommittedcommitsizeaudit
git:20260907.90ec55f latest2026-09-07 90ec55f 75,055 BA view · diff
git:20260831.9fc50b02026-08-31 9fc50b0 75,040 BA view · diff
git:20260803.baf3ca12026-08-03 baf3ca1 75,787 BA view · diff
git:20260727.118821d2026-07-27 118821d 76,586 BA view · diff
git:20260722.49831662026-07-22 4983166 86,421 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 (75055 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 · 740 stars · license CC-BY-4.0 · pushed 2026-09-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fgs557cs4iehvjn6
GET https://markdownregistry.com/api/v1/resolve?ref=microsoftdocs/agent-skills/azure-machine-learning
GET https://markdownregistry.com/api/v1/blob/4f17d08f4b5513f89fff504ba124716ceb5aa0dd2f14b92553d3a856cd38821b