microsoftdocs/agent-skills · skills/azure-open-datasets/SKILL.md

azure-open-datasets skillA

azure-open-datasets is agent-read markdown (skill) from microsoftdocs/agent-skills: Expert knowledge for Azure Open Datasets development including limits & quotas. Use when handling non-Spark dataset downloads, throttling behavior, quota limits, retry logic, or rate-limit workarounds, and other Azure Open Datasets related development tasks. Not for Azure Data Explorer (use azure-data-explorer), Azure Synapse Analytics (use azure-synapse-analytics), Azure Databricks (use azure-databricks), Azure Machine Learning (use azure-machine-learning)..

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-open-datasets@git:20260727.118821d
Exact content
mdr add microsoftdocs/agent-skills/azure-open-datasets@sha256:ad1fcee3ee4bc335

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_bxt24umqpxwyqvtl.svg)](https://markdownregistry.com/a/art_bxt24umqpxwyqvtl)

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Versions

versioncommittedcommitsizeaudit
git:20260727.118821d latest2026-07-27 118821d 2,314 BA view · diff
git:20260713.e03d6ea2026-07-13 e03d6ea 2,314 BA view · diff
git:20260317.bf9e7e52026-03-17 bf9e7e5 2,314 BA view · diff
git:20260317.98aac422026-03-17 98aac42 2,213 BA view · diff
git:20260304.c062aa82026-03-04 c062aa8 2,148 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 (2314 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_bxt24umqpxwyqvtl
GET https://markdownregistry.com/api/v1/resolve?ref=microsoftdocs/agent-skills/azure-open-datasets
GET https://markdownregistry.com/api/v1/blob/ad1fcee3ee4bc33537269032c4f09023bc6319988e39879c50690bf07099cc8d

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