azure-open-datasets SKILL.md skillA
azure-open-datasets from microsoftdocs/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add microsoftdocs/agent-skills/azure-open-datasets@git:20260727.118821dPins git:20260727.118821d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- microsoftdocs/agent-skills
- Path
skills/azure-open-datasets/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260727.118821d, committed Jul 27, 2026
- First version recorded
- Mar 4, 2026
- Size
- 2,314 bytes
- Repository stars
- 806
- License
- CC-BY-4.0
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).
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
# Azure Open Datasets Skill This skill provides expert guidance for Azure Open Datasets. Covers limits & quotas. It combines local quick-reference content with remote documentation fetching capabilities. ## How to Use This Skill > **IMPORTANT for Agent**: Use the **Category Index** below to locate relevant sections. For categories with line ranges (e.g., `L35-L120`), use `read_file` with the specified lines. For categories with file links (e.g., `[security.md](security.md)`), use `read_file` on the linked reference file > **IMPORTANT for Agent**: If `metadata.generated_at` is more than 3 months old, suggest the user pull the latest version from the repository. If `mcp_microsoftdocs` tools are not available, suggest the user install it: [Installation Guide](https://github.com/MicrosoftDocs/mcp/blob/main/README.md) This skill requires **network access** to fetch documentation content: - **Preferred**: Use `mcp_microsoftdocs:microsoft_docs_fetch` with query string `from=learn-agent-skill`. Returns Markdown. - **Fallback**: Use `fetch_webpage` with query string `from=learn-agent-skill&accept=text/markdown`. Returns Markdown. ## Category Index | Category | Lines | Description | …
Read the whole file at its exact version.
How to install
mdr add microsoftdocs/agent-skills/azure-open-datasets@sha256:ad1fcee3ee4bc335The line at the top of this page pins the label git:20260727.118821d, 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_bxt24umqpxwyqvtl)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Mar 4, 2026 and Jul 27, 2026, about one every 36 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260727.118821d latest | 2026-07-27 | 118821d | 2,314 B | A | view · diff |
| git:20260713.e03d6ea | 2026-07-13 | e03d6ea | 2,314 B | A | view · diff |
| git:20260317.bf9e7e5 | 2026-03-17 | bf9e7e5 | 2,314 B | A | view · diff |
| git:20260317.98aac42 | 2026-03-17 | 98aac42 | 2,213 B | A | view · diff |
| git:20260304.c062aa8 | 2026-03-04 | c062aa8 | 2,148 B | A | view |
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 (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
microsoftdocs/agent-skills · 806 stars · license CC-BY-4.0 · pushed 2026-11-02 · 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
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.