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This skill enables Claude to streamline observability by consolidating performance data from applications, databases, caches, and cloud services into a central hub. It guides users through the entire monitoring lifecycle—from designing a consistent metrics taxonomy and selecting the right tools like Prometheus or CloudWatch to configuring integrations and setting up actionable dashboards. By automating the technical setup of metrics pipelines, it helps teams gain deeper system insights and significantly reduce time-to-resolution for performance bottlenecks.