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This skill provides a complete framework for setting up and managing Prometheus monitoring systems across diverse infrastructure and applications. It guides users through complex configurations such as Kubernetes service discovery, recording rules for performance optimization, and robust alerting strategies. Whether deploying via Helm on Kubernetes or using Docker Compose, this skill ensures best practices for metric naming, retention, and high availability are followed to maintain deep observability and reliable infrastructure monitoring.