Lighting drift breaks an image pack faster than face drift. Six lighting locks and the physics-first vocabulary that keeps them stable.
Eight reusable prompt skeletons cover ninety percent of AI influencer posts. Golden hour, mirror, food, gym, travel, work, night, candid.
Stop rewriting pose prompts. Thirty pose references saved as JSON, drop in, the locked character executes. The full library plus the curation logic.
Stop typing photorealistic. The Subject-Surface-Light-Lens-Finish pattern produces consistent product photos across angles and catalogs. 25 examples.