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The APM Dashboard Creator skill streamlines the observability setup process by automatically generating structured monitoring dashboards based on user requirements. It focuses on the four golden signals—latency, traffic, errors, and saturation—while also providing specific visualizations for databases, caches, and business-critical metrics. By translating natural language requests into production-ready configurations for Grafana or Datadog, this skill ensures teams have immediate visibility into application performance, resource utilization, and user experience without the overhead of manual dashboard construction.