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This skill automates the complex task of designing and configuring monitoring dashboards by identifying critical application metrics and generating platform-specific configurations. It helps developers and SREs quickly establish observability for microservices and web applications by focusing on the 'four golden signals'—latency, traffic, errors, and saturation—while also supporting deep dives into database performance, cache utilization, and resource consumption. Whether setting up a new observability stack or expanding an existing one, this skill ensures consistent, best-practice visualizations across various monitoring tools like Grafana and Datadog.