Ghost AI agent workflows coordinate editorial drafting, issue assembly, and member request triage while preserving explicit human approval before scheduling, sending, or updating live site records. An agent inspects draft posts, scheduled newsletters, member tiers, and sponsorship requirements, drafts production assets or resolution proposals, and presents discrepancies to editorial or community owners. Destructive actions, direct payment refunds, and public newsletter broadcasts require explicit human confirmation.