azure-personalizer SKILL.md skillA
azure-personalizer 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-personalizer@git:20260817.c579bb4Pins git:20260817.c579bb4 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-personalizer/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260817.c579bb4, committed Aug 17, 2026
- First version recorded
- Apr 16, 2026
- Size
- 4,594 bytes
- Repository stars
- 806
- License
- CC-BY-4.0
Expert knowledge for Azure AI Personalizer development including troubleshooting, decision making, security, configuration, and integrations & coding patterns. Use when choosing single vs multi-slot setups, tuning policies/exploration, using apprentice mode, explainability, or local inference, and other Azure AI Personalizer related development tasks. Not for Azure AI Search (use azure-cognitive-search), Azure Machine Learning (use azure-machine-learning), Azure AI Metrics Advisor…
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 AI Personalizer Skill This skill provides expert guidance for Azure AI Personalizer. Covers troubleshooting, decision making, security, configuration, and integrations & coding patterns. 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. …
Read the whole file at its exact version.
How to install
mdr add microsoftdocs/agent-skills/azure-personalizer@sha256:116898d27c3ba00aThe line at the top of this page pins the label git:20260817.c579bb4, 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_huryvskh3z2ucvhx)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Apr 16, 2026 and Aug 17, 2026, about one every 31 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260817.c579bb4 latest | 2026-08-17 | c579bb4 | 4,594 B | A | view · diff |
| git:20260727.118821d | 2026-07-27 | 118821d | 4,573 B | A | view · diff |
| git:20260609.49f3b3e | 2026-06-09 | 49f3b3e | 4,723 B | A | view · diff |
| git:20260520.b45a2ef | 2026-05-20 | b45a2ef | 4,742 B | A | view · diff |
| git:20260416.b8b6fcd | 2026-04-16 | b8b6fcd | 4,736 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 (4594 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_huryvskh3z2ucvhx GET https://markdownregistry.com/api/v1/resolve?ref=microsoftdocs/agent-skills/azure-personalizer GET https://markdownregistry.com/api/v1/blob/116898d27c3ba00a39224bf6ec3efec0e0f0eb55b9d13490217fc7db3cd51399
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.