migrate-to-msk

migrate-to-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 migrate-to-msk C (75/100) and it passed the safety scan; a judge model has also reviewed it.

Helps migrate self-managed Apache Kafka workloads to Amazon MSK Express. Inventories the source cluster (from IaC files, Kafka CLI output, or manual input), assesses MSK Express compatibility across topology, Kafka version, configs, auth, and quotas, produces a target Express specification (instance type, broker count, monthly cost) by filling the AWS-published MSK Sizing/Pricing workbook, and guides migration execution using MSK Replicator. Applicable when the user mentions migrating Kafka, MSK, MSK Express, Kafka migration, analyzing Kafka infrastructure, moving to MSK, moving streaming platform to MSK, streaming migration, moving streaming workloads to AWS, MSK workload compatibility, MSK cluster sizing, choosing an MSK cluster type, or MSK Replicator.

Grade
C
Quality
75 / 100
Safety
Passed
GitHub stars
1,855

Placed #2 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.

View source on GitHubaws/agent-toolkit-for-aws

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. Migrating Kafka workloads to the Amazon MSK service

Judge review

Placed #2 of 6 in the judged category final for Streaming & real-time data.

  • Trigger9090
  • Instructions9595
  • Specificity9292
  • Safety9292
  • Disclosure9090
  • Maintenance8080
Tightly phased Kafka-to-MSK migration flow with strong anti-hallucination guardrails that forbid guessing sizing or cost figures outside the actual scripts.

Not checked yet

  • No blind task eval yet
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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