sagemaker-ai-ops-review SKILL.md skillA
sagemaker-ai-ops-review from aws/tools-for-devops-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aws/tools-for-devops-agent/sagemaker-ai-ops-review@v1.1.5Pins v1.1.5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aws/tools-for-devops-agent
- Path
skills/sagemaker-ai-ops-review/SKILL.md- Versions recorded
- 5
- Latest version
- v1.1.5, committed Oct 26, 2026
- First version recorded
- Oct 1, 2026
- Size
- 15,723 bytes
- Repository stars
- 137
- License
- Apache-2.0
Amazon SageMaker AI Operational Review. Use this skill when a user asks to.
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
# Amazon SageMaker AI Operational Review Run the Amazon SageMaker AI operational review checks against a customer's Amazon SageMaker AI resources and produce an **Amazon SageMaker AI Operational Review** report. It evaluates **8 pillars, 20 checks** using native AWS APIs (via `use_aws`). The Best Practices pillar's recommendations are grounded in the public AWS Well-Architected lenses — see `pillar-checks.md`. This is a strict **READ-ONLY** review: data is collected through native AWS `List*` / `Describe*` control-plane APIs, CloudWatch metric reads, `servicequotas:GetServiceQuota`, `health:DescribeEvents`, and `savingsplans:DescribeSavingsPlans`. It performs no model invocations, launches no jobs, and reads no inference payloads. ## When to Use Activate this skill when the user asks to review, audit, or assess an Amazon SageMaker AI workload, check SageMaker AI best-practices posture, or run an **Operational Readiness Review (ORR)** for SageMaker AI — for one pillar, a subset of checks, or the full set. The **ORR** use case is the primary one: run this review **before a team deploys a SageMaker AI …
Read the whole file at its exact version.
How to install
mdr add aws/tools-for-devops-agent/sagemaker-ai-ops-review@sha256:cedd12fcdadcfb6fThe line at the top of this page pins the label v1.1.5, 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_yuleb7ypko4yvaxj)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Oct 1, 2026 and Oct 26, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.1.5 latest | 2026-10-26 | 724c91a | 15,723 B | A | view · diff |
| v1.1.4 | 2026-10-22 | a961f30 | 15,723 B | A | view · diff |
| v1.1.3 | 2026-10-21 | 35b9537 | 15,723 B | A | view · diff |
| v1.1.2 | 2026-10-01 | 0e3999a | 15,741 B | A | view · diff |
| v1.1.1 | 2026-10-01 | 1b450dc | 15,573 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 (15723 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
aws/tools-for-devops-agent · 137 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_yuleb7ypko4yvaxj GET https://markdownregistry.com/api/v1/resolve?ref=aws/tools-for-devops-agent/sagemaker-ai-ops-review GET https://markdownregistry.com/api/v1/blob/cedd12fcdadcfb6f9f4203624dc090c52e46d47c55637176413bfbc42d176d93
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.