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clickstack-investigation

Apache-2.0Updated on Nov 11, 2026138GitHub stars

A partner-maintained skill for AWS DevOps Agent for investigating incidents with logs, traces and metrics kept in ClickHouse Observability, which is ClickStack run as a managed service on ClickHouse Cloud.

What the skill teaches

A partner-maintained skill for AWS DevOps Agent for investigating incidents with logs, traces and metrics kept in ClickHouse Observability, which is ClickStack run as a managed service on ClickHouse Cloud. It works through the hosted ClickStack MCP server and sets the order of an investigation: find the data sources, check service health, explain error spikes, latency regressions and changes after a deploy, drill into traces and query OpenTelemetry metrics, preferring the server's purpose-built query tools. It also covers alerts and dashboards and requires the operator to confirm every write.

Capabilities

  • Check service health in ClickHouse Observability
  • Explain error spikes and latency regressions
  • Drill into traces and OpenTelemetry metrics
  • Review ClickStack alerts and dashboards