Brand UGC Lookbook Video Production Workflow with Sonnet 5.5 and Seedance 2.5
A complete workflow for creating commercial UGC lookbook videos using Claude Sonnet 5.5, GPT Image 2.5 reference sheets, and Seedance 2.5 video synthesis.
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UGC Photo Template Identity Replacement: Structured JSON Prompt to Swap Faces While Preserving Wardrobe and Framing
A structured JSON prompt for GPT Image 2 that locks pose, clothing, lighting, and composition from a reference photograph while replacing facial identity with a
Transform a Single Fashion Photo into a UGC Video with Kling AI: Workflow and Prompt Tips
A step-by-step workflow and prompt guide for transforming a single static fashion photo into a dynamic, natural-looking UGC fashion video using Kling AI and the
Extracting Photorealistic UGC Images in GPT-Image 2.5 via Reference Reverse-Engineering
A step-by-step pipeline for extracting lighting and color grading into JSON via GPT-6 Astra and locking character consistency in GPT-Image 2.5 to eliminate plas