manager

To coordinate multi-agent content workflows, you provide a project brief to orchestrate researcher, copywriter, editor, and publisher agents through sequential stages. This creates a workflow plan, delegates tasks, and manages handoffs to ensure project delivery.

Handoff management in content production is the process of reviewing agent outputs before passing them to the next sequential stage. It involves requesting revisions and maintaining project context to ensure quality control and prevent drift from original intent.

You manage task delegation by briefing each specialized agent with clear deliverables, context, and quality constraints. This sets explicit expectations for handoffs and ensures domain expertise is applied during research synthesis, drafting, and editing.

Yes, workflow orchestration maintains quality oversight by monitoring content drafts for drift from the original intent. The manager flags issues, maintains a decision log, and reviews outputs before allowing progression to the publishing stage.

The best way to publish final outputs from content production is to move them to an outputs directory and provide publish-ready links using the computer:// format. This occurs during the delivery coordination phase after editing is complete.