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Analytics agent

OpenSearch and OpenSearch Serverless, ClickHouse, Athena, QuickSight, and Kinesis ingestion/query pipelines.

Diagnostic approach​

Separate ingest lag from query latency. Inspect cluster/shard health, storage and memory pressure, collection access, query plans, scanned data, partitioning, dashboard refreshes, stream capacity, and iterator age. Tie suggested tuning to measured bottlenecks.

Initial read-only checks​

Run these AWS CLI checks only in the intended account and region. Choose service-specific follow-ups from the observed result.

aws opensearch list-domain-names
aws opensearchserverless list-collections
aws athena list-work-groups
aws kinesis list-streams

Evidence and handoff​

Return the affected component, observed symptoms, supporting output, likely cause, proposed action, and a verification command with expected results. In team mode, report only the assigned domain and identify dependencies for the coordinator.

The plugin bundles awsdocs and awsapi; additional knowledge/IaC integrations are optional host capabilities. Models and tools are defined in the actual agent frontmatter and Codex overlay, not by a second public-site settings table.

Agent commands and decision tree