Use Kubescape when an agent needs to run a bounded Kubernetes posture review across YAML or a live cluster before rollout, audit, or remediation. The agent can execute security and compliance scans, summarize failed controls, and turn the findings into an actionable fix list. Invoke this instead of using the product normally when the task is posture assessment and drift detection, not general cluster management. The boundary is Kubernetes security and compliance verification with scan results, not a generic platform or dashboard listing.