microsoftdocs/agent-skills · skills/azure-anomaly-detector/SKILL.md

azure-anomaly-detector skillA

azure-anomaly-detector is agent-read markdown (skill) from microsoftdocs/agent-skills: Expert knowledge for Azure AI Anomaly Detector development including troubleshooting, best practices, limits & quotas, configuration, and deployment. Use when tuning Docker-based Anomaly Detector, ACI or IoT Edge deployments, univariate/multivariate APIs, or service limits, and other Azure AI Anomaly Detector related development tasks. Not for Azure AI Metrics Advisor (use azure-metrics-advisor), Azure Monitor (use azure-monitor), 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-anomaly-detector@git:20260914.d5ad464
Exact content
mdr add microsoftdocs/agent-skills/azure-anomaly-detector@sha256:4d772330b5995b62

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_6qmtklahtd6nlipl.svg)](https://markdownregistry.com/a/art_6qmtklahtd6nlipl)

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Versions

versioncommittedcommitsizeaudit
git:20260914.d5ad464 latest2026-09-14 d5ad464 4,357 BA view · diff
git:20260722.49831662026-07-22 4983166 4,357 BA view · diff
git:20260609.49f3b3e2026-06-09 49f3b3e 4,357 BA view · diff
git:20260520.b45a2ef2026-05-20 b45a2ef 4,363 BA view · diff
git:20260416.b8b6fcd2026-04-16 b8b6fcd 4,357 BA view · diff
git:20260317.bf9e7e52026-03-17 bf9e7e5 5,390 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 (4357 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 · 744 stars · license CC-BY-4.0 · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6qmtklahtd6nlipl
GET https://markdownregistry.com/api/v1/resolve?ref=microsoftdocs/agent-skills/azure-anomaly-detector
GET https://markdownregistry.com/api/v1/blob/4d772330b5995b62c346425d7fe73b7349cb7432787e5536f84c2bb1af48343e