




{
"language": "en",
"type": "single_image_prompt_fix",
"problem": "The model outputs a 2x2 collage / multi-panel grid, the background is always the same, and the botanical leaf shadow repeats the same shape.",
"solution": "Force single-frame output AND introduce two randomized selectors: (1) background selector picks exactly ONE background, (2) botanical shadow selector picks exactly ONE leaf-shadow style and placement per render. Keep product identity locked to the uploaded image, and keep negatives strong against multi-panel layouts and distracting props.",
"background_randomization": {
"rule": "Each render MUST choose exactly ONE background option from BACKGROUND_OPTIONS. Do not combine backgrounds or show multiple scenes in the same image.",
"background_options": [
{ "id": "aqua_seamless", "label": "Pastel aqua seamless paper backdrop with soft horizon line" },
{ "id": "marble_bathroom_sink_minimal", "label": "Ultra-minimal marble bathroom sink scene (clean white/gray marble, subtle sink rim hint, no clutter)" },
{ "id": "paper_sweep_lavender", "label": "Studio color paper sweep in soft lavender (no horizon line required)" },
{ "id": "paper_sweep_offwhite", "label": "Studio paper sweep in clean off-white / warm white (premium catalog look)" }
],
"selection_instruction": "Randomly pick ONE: {aqua_seamless | marble_bathroom_sink_minimal | paper_sweep_lavender | paper_sweep_offwhite}. Render only that single chosen background."
},
"botanical_shadow_randomization": {
"rule": "Each render MUST choose exactly ONE botanical shadow option from SHADOW_OPTIONS. Do not combine multiple leaf shadow types in the same image. Keep it faint, out-of-focus, and premium.",
"shadow_options": [
{
"id": "palm_frond_soft",
"label": "Soft blurred palm frond shadow, large gentle shapes",
"placement": "left background or upper-left",
"intensity": "very subtle"
},
{
"id": "monstera_leaf_soft",
"label": "Soft blurred monstera leaf shadow with distinctive cutouts, minimal contrast",
"placement": "left background",
"intensity": "very subtle"
},
{
"id": "olive_branch_dappled",
"label": "Olive branch dappled leaf shadow, fine organic pattern, low contrast",
"placement": "upper-left background drifting diagonally",
"intensity": "very subtle"
},
{
"id": "fern_fronds_light",
"label": "Fern fronds shadow, delicate thin leaves, airy blur",
"placement": "left background or top edge",
"intensity": "very subtle"
},
{
"id": "bamboo_leaves_soft",
"label": "Bamboo leaf shadow, long slender leaves, calm linear rhythm",
"placement": "upper-left background",
"intensity": "very subtle"
},
{
"id": "abstract_botanical_gobo",
"label": "Abstract botanical gobo shadow (non-specific leaves), premium studio light projection",
"placement": "left background",
"intensity": "very subtle"
}
],
"selection_instruction": "Randomly pick ONE: {palm_frond_soft | monstera_leaf_soft | olive_branch_dappled | fern_fronds_light | bamboo_leaves_soft | abstract_botanical_gobo}. Use ONLY the selected shadow type."
},
"prompt_template": {
"prompt": "Create ONE single-frame commercial product photo (NOT a collage). Use the uploaded product image as the exact packaging reference (do not alter logo or label text).\n\nBACKGROUND (RANDOM PICK — choose exactly ONE and use only that):\n- aqua_seamless: pastel aqua seamless paper backdrop with a soft horizon line.\n- marble_bathroom_sink_minimal: ultra-minimal marble bathroom sink scene (clean white/gray marble surface, very subtle sink rim hint, no clutter).\n- paper_sweep_lavender: studio color paper sweep in soft lavender.\n- paper_sweep_offwhite: studio paper sweep in clean off-white / warm white.\n\nBOTANICAL SHADOW (RANDOM PICK — choose exactly ONE and use only that):\n- palm_frond_soft: soft blurred palm frond shadow, large gentle shapes.\n- monstera_leaf_soft: soft blurred monstera leaf shadow with subtle cutouts.\n- olive_branch_dappled: delicate olive branch dappled shadow pattern.\n- fern_fronds_light: airy fern fronds shadow, thin leaves.\n- bamboo_leaves_soft: long slender bamboo leaves shadow.\n- abstract_botanical_gobo: abstract botanical gobo shadow (non-specific).\n\nSCENE: Place the product as a centered hero (one bottle + one box) in a clean minimal arrangement on a spotless surface matching the chosen background (aqua tabletop for aqua seamless; marble counter for bathroom; matte tabletop for paper sweeps). Apply ONLY the selected botanical shadow on the background area (left or upper-left). Ensure the shadow is faint, out-of-focus, and different each run.\n\nPROPS: Add only a few minimal props on the surface: 2–3 small shells/stones and 2–4 clear gel droplets, spaced sparsely near the bottom edge. Keep the set ultra-clean and uncluttered.\n\nLIGHTING: High-key cool daylight, gentle directionality; soft but defined shadow cast to the right/back; clean controlled reflections; label perfectly readable; premium minimalist skincare advertising; lots of negative space.\n\nSTRICT OUTPUT RULES: single image only, single composition only, one camera view, one moment. Do NOT create a grid, collage, diptych, triptych, four-panel layout, contact sheet, story board, or multiple variations in one image. No borders, no dividers, no white gutters between panels, no split-screen.",
"negative_prompt": "collage, grid, 2x2, four panels, multi-panel, split screen, diptych, triptych, contact sheet, storyboard, multiple frames, multiple images, variations layout, borders, frames, dividers, white gutters, tiled layout, picture-in-picture, montage, watermark, text overlay, clutter, busy set, extra products, wrong brand, changed label text, gibberish letters, misspelled logo, warped packaging, deformed bottle, glare hiding label, harsh hard shadows, dark moody lighting, warm yellow cast, heavy HDR, vignette, noisy, low-res, hands, people, lifestyle bathroom clutter, toiletries, towels, chrome fixtures in focus, messy sink, water splashes, strong sharp leaf shadow, multiple different leaf shadows at once"
},
"drop_in_replacements": {
"add_to_any_existing_prompt_end": "BOTANICAL SHADOW RANDOMIZATION: Randomly choose ONE leaf-shadow style only (palm frond OR monstera OR olive branch OR fern OR bamboo OR abstract botanical gobo). Use exactly one shadow type and one placement. Keep it faint and out-of-focus. STRICT OUTPUT RULES: single image only. No collage/grid/diptych/triptych/contact sheet. No borders or dividers. One camera angle and one composition.",
"add_to_any_negative_prompt": "collage, grid, 2x2, multi-panel, split screen, diptych, triptych, contact sheet, storyboard, borders, dividers, white gutters, repeated identical leaf shadow, strong sharp leaf shadow, multiple leaf shadows"
},
"recommended_settings": {
"aspect_ratio": "4:5 (or 1:1)",
"output_count": "1",
"variation": "generate new image each run, not combined"
}
}

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