microsoftdocs/agent-skills · skills/azure-personalizer/SKILL.md

azure-personalizer skillA

azure-personalizer is agent-read markdown (skill) from microsoftdocs/agent-skills: 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 (use azure-met.

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-personalizer@git:20260817.c579bb4
Exact content
mdr add microsoftdocs/agent-skills/azure-personalizer@sha256:116898d27c3ba00a

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_huryvskh3z2ucvhx.svg)](https://markdownregistry.com/a/art_huryvskh3z2ucvhx)

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Versions

versioncommittedcommitsizeaudit
git:20260817.c579bb4 latest2026-08-17 c579bb4 4,594 BA view · diff
git:20260727.118821d2026-07-27 118821d 4,573 BA view · diff
git:20260609.49f3b3e2026-06-09 49f3b3e 4,723 BA view · diff
git:20260520.b45a2ef2026-05-20 b45a2ef 4,742 BA view · diff
git:20260416.b8b6fcd2026-04-16 b8b6fcd 4,736 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 (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

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_huryvskh3z2ucvhx
GET https://markdownregistry.com/api/v1/resolve?ref=microsoftdocs/agent-skills/azure-personalizer
GET https://markdownregistry.com/api/v1/blob/116898d27c3ba00a39224bf6ec3efec0e0f0eb55b9d13490217fc7db3cd51399

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