Turn ClipMaster's clip-finding API into a repeatable clipping business — not a one-off workflow. This playbook walks you through building an approval-first operating loop: how to set cost controls, review AI-selected clips before publishing, and scale output without scaling risk. Includes the full PDF guide, ready to implement today.