"task_description": "Generate a high-contrast brand flat lay with distinct material textures",
"prompt_structure": {
"subject": "A vibrant yellow brand identity collection arranged in dynamic knolling", "brand_identity": { "name": "Marvin Studio", "theme": "Mango Fruit Tea", "graphics": "Pop-art doodles, bold black lines" }, "material_mapping": { "paper_items": { "objects": \["shopping bag", "cup carrier", "straw wrapper"\], "texture": "Matte finish, slight paper grain, non-reflective" }, "glossy_items": { "objects": \["ceramic mug", "plastic cup lid"\], "texture": "High gloss, sharp specular highlights, smooth surface" }, "fabric_items": { "objects": \["tote bag"\], "texture": "Coarse canvas weave, natural fabric folds" }, "organic_items": { "objects": \["fresh mangoes"\], "texture": "Waxy fruit skin, natural imperfections, organic shape" } }, "lighting_setup": { "type": "Hard Sunlight / Direct Flash", "shadows": "Sharp, defined, pitch black cast shadows", "direction": "Top-left to Bottom-right" }, "composition": { "style": "Scattered Knolling", "perspective": "Isometric / High-angle", "background": "Clean white studio backdrop" }
},
"negative_prompt": "soft light, blurry textures, metallic paper, plastic fruit, distorted text, low resolution, messy, dark background, pastel colors",
"recommended_settings": {
"model": "SDXL or Midjourney v6", "sampler": "DPM++ 2M SDE Karras", "steps": 40, "cfg_scale": 8.0, "notes": "Use high steps to resolve texture details like canvas weave and paper grain."
}
}
