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This skill provides an architectural decision matrix to help developers choose between Cobra, urfave/cli, and Kong when building Kubernetes-integrated command-line tools. It evaluates frameworks based on ecosystem maturity, type safety, and shell completion capabilities, while providing specific guidance on layered configuration management using Viper. By following these patterns, developers can ensure their custom tools match the conventions and user experience of kubectl, making them more intuitive for the cloud-native ecosystem.