Metrics & Performance Analytics

关于

This skill empowers developers to monitor and troubleshoot the Kagenti platform by providing deep integration with Prometheus and Grafana. It enables real-time querying of CPU, memory, and network metrics using PromQL, assists in identifying resource bottlenecks, and verifies service availability through pod status checks. Whether you are investigating a performance dip or planning cluster capacity, this skill provides the CLI commands and query patterns needed to maintain high-performance deployments.

主要功能

• Monitor network traffic rates and I/O performance across containers
• Verify service health and identify pod status issues like CrashLoopBackOff
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• Execute complex PromQL queries directly from the command line
• Access and test Grafana alert rules and Prometheus scrape targets
• Analyze real-time CPU, memory, and disk usage across Kubernetes namespaces

使用场景

• Diagnosing high resource consumption or OOM kills in Kubernetes pods
• Verifying service health and availability after a new deployment
• Capacity planning by analyzing long-term resource trends and usage limits