What problem does it solve? Managing agents through the amctl CLI involves non-obvious behaviors—misleading status fields, async deletes, buildName vs buildId confusion, and empty response envelopes—that cause silent failures and half-empty results when driven ad hoc. ## Core Features & Use Cases - End-to-end lifecycle management: Install amctl, verify login, create and deploy agents, poll builds, and confirm liveness via logs, metrics, and traces. - Structured troubleshooting: Symptom-to-cause-to-fix tables for empty envelopes, crash-loop signatures, and misleading CLI output. - Runtime triage flow: A diagnostic sequence (build → logs → metrics → traces) for cases where a build is Completed but the agent is not actually serving traffic. - Use Case: You create a new agent and want to confirm it is actually serving requests. The skill walks you through create, build polling, liveness verification via metrics, and trace inspection. ## Quick Start Use the manage-agent skill to create and deploy my agent with amctl, then confirm it is actually running by checking its logs, metrics, and traces.