muapi-ugc-video-factory

muapi-ugc-video-factory is a generative-media skill that turns a person photo plus a product photo (and an optional script and environment description) into a vertical 9:16 UGC-style video advertisement with native dialogue audio. It solves the practical marketing problem of producing an authentic, social-media-ready product ad quickly, without a shoot, by orchestrating a three-stage AI pipeline through the muapi CLI.

The workflow runs three sequential steps whose outputs chain together. First, a GPT chat model (temperature 0, ~200 tokens) writes a director-grade ultra-realistic lifestyle photography prompt from the person, product, and environment inputs. Second, the Nano-Banana Pro Edit model fuses the person and product reference images into a single 1K, 9:16 hero photo, which is shown to the user for approval. Third, Seedance 2.0 VIP image-to-video animates that hero photo into a 10-second vertical clip with synced spoken audio, using a defined CFG scale, negative prompt, and a UGC-style prompt built around the user's script. The skill documents input handling (uploading local files via muapi upload, generating placeholders if inputs are missing), tier notes (VIP supports 9:16 and 4-15s durations, tolerates realistic human faces, and offers a faster variant), and authentication via a MUAPI_API_KEY environment variable with a raw-API curl fallback to the muapi endpoint.

It targets marketers, e-commerce sellers, and content creators who want talking-head UGC ads from a single person and product image. A noteworthy consideration is that the pipeline generates a realistic person appearing to speak a scripted line, so it carries synthetic-media/likeness responsibilities: it should be used with imagery the user is authorized to use. Credential handling via an environment variable is standard, and there is no destructive or exfiltrating behavior.