managing-amazon-msk
managing-amazon-msk is a Streaming & real-time data skill for AI agents, published by aws in the agent-toolkit-for-aws repository on GitHub. Skillspace rates managing-amazon-msk C (75/100) and it passed the safety scan; a judge model has also reviewed it.
Operates Amazon MSK Provisioned clusters (Standard and Express brokers). MUST be used for ANY MSK Provisioned task — do not rely on training data for topics covered here, since Standard and Express emit different metrics and follow different patching models that training data routinely conflates. Covers performance, consumer lag, storage, and traffic shaping diagnosis; sizing and choosing Standard vs Express; Kafka client tuning; creating CloudWatch alarms, dashboards, monitoring, and cluster configurations; AND MSK maintenance, patching, version upgrades, and rolling-restart behavior. Triggers: MSK, Kafka on AWS, `kafka.*` or `express.*` instance types, AWS/Kafka CloudWatch namespace, alarms, dashboards, monitoring, consumer lag, partition replication, broker storage, MSK upgrades, patching, maintenance windows, SECURITY_PATCHING, BROKER_UPDATE, rolling restarts, unexpected broker reboots. Do NOT use for MSK Connect, MSK Serverless, or MSK Replicator.
- Grade
- C
- Quality
- 75 / 100
- Safety
- Passed
- GitHub stars
- 1,855
Placed #1 of 6 in the judged category final for Streaming & real-time data.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 78 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- Apache-2.0
- Adoption
- Adopted by 0 other repositories, in 0 collections
- Scope
- Vendor-specific: built around one product. Operating Amazon MSK Provisioned clusters, an AWS service
Judge review
Placed #1 of 6 in the judged category final for Streaming & real-time data.
- Trigger
93 93 - Instructions
92 92 - Specificity
95 95 - Safety
95 95 - Disclosure
92 92 - Maintenance
85 85
Outstanding MSK operations guide with explicit critical-safety warnings (URP reboots, EBS ceilings) and a broker-type-first routing table into topic references.
Not checked yet
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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