msk-operations SKILL.md skillA
msk-operations 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/msk-operations@v1.0.5Pins v1.0.5 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/msk-operations/SKILL.md- Versions recorded
- 6
- Latest version
- v1.0.5, committed Oct 26, 2026
- First version recorded
- Jul 28, 2026
- Size
- 26,664 bytes
- Repository stars
- 137
- License
- Apache-2.0
Amazon MSK Provisioned operations, troubleshooting, and health.
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 MSK Operations Operate, troubleshoot, and assess Amazon MSK (Managed Streaming for Apache Kafka) Provisioned clusters — both Standard and Express broker types. This skill covers day-to-day operations (health assessments, monitoring setup) and ad-hoc incident response (performance degradation, consumer lag, storage full, unexpected broker reboots). ## When to Use Activate this skill when the user asks to: - Review, audit, or assess an MSK cluster for best practices, health, or operational readiness. - Troubleshoot an MSK cluster problem: high CPU, high produce/fetch latency, consumer lag, broker storage running out, TrafficShaping events, under-replicated partitions, or an unexpected broker restart. - Set up MSK monitoring: choose a monitoring level, create recommended CloudWatch alarms and dashboards, understand the metrics available in the `AWS/Kafka` namespace. - Plan an MSK maintenance event: rolling restart, Kafka version upgrade, security patching, broker instance type change. - Advise on Kafka client (producer / consumer) configuration when the client is connecting to an MSK cluster. …
Read the whole file at its exact version.
How to install
mdr add aws/tools-for-devops-agent/msk-operations@sha256:52239a3af6d339b5The line at the top of this page pins the label v1.0.5, 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_74etkjmrlilcpqxn)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Jul 28, 2026 and Oct 26, 2026, about one every 18 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.5 latest | 2026-10-26 | 724c91a | 26,664 B | A | view · diff |
| v1.0.4 | 2026-10-22 | a961f30 | 26,664 B | A | view · diff |
| v1.0.3 | 2026-10-21 | 35b9537 | 26,664 B | A | view · diff |
| v1.0.2 | 2026-07-29 | 25deee2 | 26,682 B | A | view · diff |
| v1.0.2 | 2026-07-29 | 2a456d7 | 27,540 B | A | view · diff |
| v1.0.1 | 2026-07-28 | 090a61c | 26,654 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 (26664 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_74etkjmrlilcpqxn GET https://markdownregistry.com/api/v1/resolve?ref=aws/tools-for-devops-agent/msk-operations GET https://markdownregistry.com/api/v1/blob/52239a3af6d339b5193f6f344d7a701929c474919c1e3152d5daecadd8ff7068
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.