Generation is the fun part, but a folder of images is not a feed. Here is the handoff loop that turns a fresh batch into scheduled, captioned, cross-posted content without losing a day to the boring middle steps.
You do not need a fresh photoshoot for every post. One well-planned AI photo set can carry thirty days of content if you know how to slice, caption, and re-angle it. Here is the repurposing loop that keeps a feed alive without generating something new every single day.
Everyone obsesses over keeping the face consistent and then wonders why their AI influencer still looks like three different people. The body drifts too. Here is how to lock height, build, and proportions so the whole person stays the same across a feed.
Your persona held for forty images and then the face slid off. Here is a calm, ordered way to find what broke, starting with the cheapest fix and only escalating when you have to.
UGC ads work because a real-looking person seems to genuinely use the product. A locked AI persona can play that role at scale, in stills and short video, without booking a single creator. Here is the workflow for spokesperson content that converts.
Your feed is images and short-form is video. Here is how to take one locked still of your persona and turn it into motion, including a talking clip that lip-syncs a script, without breaking the face you spent weeks locking.
Once the Apatero MCP is wired into Claude, you never open the studio to make a batch. Here is the exact chat workflow for producing a week of on-persona posts from your locked Soul without leaving the conversation.
Turn one selfie or render into a full turnaround sheet the AI can lock to. Front, three-quarter, side, back, plus expression strip. Real workflow.