AI Agent Designer work starts with the system map, not a prompt. For MeetClaw, I map the channels, model provider and state location before installing anything. I have organised 3 self-funded buildathons across OpenClaw, Claude Code and Hermes, and those failure patterns shape the checks. I use approvals for consequential actions, read each result back, and keep integrations visible to the operator. If you are defining an agent before the build begins, message me with the work it needs to own.