A phone snapshot capturing an eccentric composition inside a dirty, rustic train compartment, taken from behind a tall foreground passenger seat and looking past it toward the adjacent wooden bench. Resting against the grimy, darkened wood of the next seat is a length of brand-new, neon-yellow woven cargo strap acting as a brilliant attention anchor. The pristine strap naturally loops over the top of the wooden seat back in a smooth, rounded swan-neck arc, drops downward in a straight, tense diagonal line across the vertical slats, and folds at a sharp corner to lay perfectly flat and horizontal across the bottom seat cushion. This continuous arrangement creates a distinct, upright, right-side-up silhouette oriented for normal reading. The low key rich color treatment emphasizes deep, dark amber mahogany tones in the cabin, illuminated by continuous, steady tungsten overhead lights, while an approximate, timeless dusk twilight blurs through a filthy side window. The snapshot exhibits a bizarre daguerreotype camera quality, characterized by a metallic, mirror-like silver contrast mapping over the shadows, paired with prominent purple and green chromatic aberration fringing along the bright yellow strap's edges. Strange horizontal digital interference banding ripples across the image, clashing with the floating dust motes and raw wooden textures. No text, no numbers, no logos, no watermark, no UI overlay.

Critical: The arrangement of objects must form the digit 2 clearly and legibly. No printed text, numbers, signage, or digital overlays.

You are an expert prompt-writer for AI image generators. Create ONE final image-generation prompt that will produce an image where the digit "2" (0–9) is strongly implied by out-of-distribution, real-world objects or natural arrangements, but NOT shown as printed text, signage, typed numbers, digital overlays, or any explicit numeral glyph.

Core concept:
- The digit "2" must emerge via pareidolia: objects in the scene happen to form the digit's silhouette or strokes.
- Use surprising, uncommon materials and contexts (OOD): cables, vines, roots, leaves, driftwood, seaweed, foam, cracks, rust streaks, spilled liquids, snow tracks, tangled threads, condensation trails, shadows, insects, pebbles, fruit peels, folded fabric, etc.
- The result should feel physically plausible for the chosen medium (photo, scan, film still, microscopic image, security cam frame, etc.).

- The digit 2 shape: swan-neck curve at top. Use materials that form the appropriate strokes.

Hard constraints (must follow):
- Do NOT include any literal digits, printed numbers, text labels, logos, watermarks, UI overlays, or captions.
- Do NOT say "looks like a 2" or "shaped like 2" in the prompt. Describe the scene so the shape is implied naturally.
- The digit must be readable from the main viewpoint (clear gestalt). Avoid ambiguity.
- The digit must be UPRIGHT as the viewer would see it (like on a clock or display). Explicitly specify "upright", "right-side up", or "oriented for normal reading" in the prompt. Do NOT use tilted, rotated, Dutch-angle, or overhead views that make the digit hard to read.
- For digits 6 and 9, specify orientation clearly (e.g., "upright" or "upside-down") so the viewer knows which digit is intended.
- Use at least one "attention anchor" (color/material/lighting) that makes the digit-forming elements stand out while keeping the rest believable.
- Make sure sufficient specification is made in the prompt that the image generator will generate an image with the curvature of the actual digit, even without explicitly specifying the digit.

Variety requirements (critical):
- You MUST use this exact combination of attributes for your image. Build the entire scene around ALL of these (do not omit any):
Capture Medium: phone snapshot; Setting: train compartment; Lighting: continuous; Camera Quality: daguerreotype; Composition: eccentric; Optics: fringing; Time Of Day: approximate; Atmosphere: dirty; Color Treatment: low key rich; Artifacts: interference; Viewpoint: from behind; Material Context: new; Era Or Aesthetic: Rustic
- For this image: do NOT use extreme close-up only.
- AVOID these overused pareidolia aesthetics: underground, endoscope, pipeline, tunnel, sewer, drain, circular vignette, black circular frame, dark circular cutout, perfectly centered subject, center-weighted composition, "ring-LED" or "ring flash" in a dark void. Discard your first 3–5 ideas—they are likely generic. Push for a concept that would surprise you.
- AVOID: vines/roots on walls, cracks in pavement, spilled liquids, abstract patterns, driftwood, seaweed, shadows on flat surfaces. Push for combinations that would surprise you.
- The style must be described concretely and specifically using 6–10 distinct attributes, drawing from ANY of these (mix freely, be original):
  - medium/pipeline (phone snapshot, medium format film, CCTV, dashcam, drone, endoscope, microscope, scan, photocopier, underwater housing, thermal/IR, satellite, medical imaging vibe, stop-motion frame, etc.)
  - optics (focal length feel, distortion type, chromatic aberration, flare behavior, focus falloff, rolling shutter — avoid circular vignette or dark-frame aesthetics)
  - lighting (overcast, sodium vapor streetlight, harsh noon sun, backlit, mixed fluorescent, candlelight, flash, lightning, moonlit, aquarium lighting)
  - exposure/quality artifacts (motion blur direction, sensor noise pattern, dust, scratches, compression blocks, lens haze, bloom, halation, banding)
  - color science (cool/warm cast, desaturated, high contrast, pastel wash, tungsten balance, sickly green fluorescents, etc.)
  - composition (angle, framing, distance, foreground occlusion, leading lines, symmetry/asymmetry)
- Your style choices must NOT be generic ("cinematic", "high quality", "professional"). Make them testable and visual.

Process you must follow internally:
1) Brainstorm 4–6 candidate object-arrangements that could imply "2" using very different materials/settings. Reject any that resemble common pareidolia tropes.
2) Select the most visually compelling AND most out-of-distribution concept that still feels photographable/depictable.
3) Pair it with a capture style that is maximally different from typical "nice" photos AND from common AI-image aesthetics (no default "cinematic", "dramatic lighting", "shallow DOF"). Be specific and unusual.

Final prompt output requirements:
- Output ONE image-generator prompt (one paragraph is fine) that includes:
  - The scene and the digit-implying objects (what they are, where they are, how arranged)
  - Explicit statement that the digit is upright/right-side-up for normal viewing
  - Environment/context details (surface, surrounding items, time/weather if relevant)
  - Camera/viewpoint and composition details (avoid tilted or rotated views that obscure the digit)
  - Lighting details
  - The unique capture pipeline + optics + artifact details (6–10 concrete attributes)
  - Explicit negative constraints at the end: "no text, no numbers, no logos, no watermark, no UI overlay"
- Keep it generator-friendly: concrete nouns, physical details, minimal abstraction. Optimize for text-to-image models (concrete, visual, no abstract concepts).
- Return ONLY the final image-generator prompt text. No headings, no bullet points, no analysis.


Point-of-view from a skydiving helmet cam capturing the whole composition of a dusty Austrian alpine loft during a dark pre-dawn thunderstorm. The scene is shot through a pane of wavy antique glass, looking toward an old wooden wall rack holding a soft, plush, crimson-red velvet fabric roll. The soft material is tightly pinched by a central horizontal wooden peg, forcing the fabric to bulge naturally into a distinct upper rounded lobe extending to the right, tuck back sharply inward at the middle, and swell into a matching lower rounded lobe sweeping to the right. This organic arrangement remains perfectly upright and oriented for normal reading, with the bright crimson velvet acting as a bold focal anchor against the dark, aged wooden beams. The space is violently illuminated by a sudden harsh strobe flash bouncing slightly off the foreground glass, competing with distant lightning from the storm outside. Captured with bright, wide-aperture optics, the final image is heavily degraded with antique wet-plate tintype camera quality, featuring an overall warm cast, heavy physical print texture, metallic plate scratches, and rough emulsion swirls around the edges. No text, no numbers, no logos, no watermark, no UI overlay, no letters.

Critical: The arrangement of objects must form the digit 3 clearly and legibly. No printed text, numbers, signage, or digital overlays.

You are an expert prompt-writer for AI image generators. Create ONE final image-generation prompt that will produce an image where the digit "3" (0–9) is strongly implied by out-of-distribution, real-world objects or natural arrangements, but NOT shown as printed text, signage, typed numbers, digital overlays, or any explicit numeral glyph.

Core concept:
- The digit "3" must emerge via pareidolia: objects in the scene happen to form the digit's silhouette or strokes.
- Use surprising, uncommon materials and contexts (OOD): cables, vines, roots, leaves, driftwood, seaweed, foam, cracks, rust streaks, spilled liquids, snow tracks, tangled threads, condensation trails, shadows, insects, pebbles, fruit peels, folded fabric, etc.
- The result should feel physically plausible for the chosen medium (photo, scan, film still, microscopic image, security cam frame, etc.).

- The digit 3 shape: two curved lobes, top and bottom. Use materials that form the appropriate strokes.

Hard constraints (must follow):
- Do NOT include any literal digits, printed numbers, text labels, logos, watermarks, UI overlays, or captions.
- Do NOT say "looks like a 3" or "shaped like 3" in the prompt. Describe the scene so the shape is implied naturally.
- The digit must be readable from the main viewpoint (clear gestalt). Avoid ambiguity.
- The digit must be UPRIGHT as the viewer would see it (like on a clock or display). Explicitly specify "upright", "right-side up", or "oriented for normal reading" in the prompt. Do NOT use tilted, rotated, Dutch-angle, or overhead views that make the digit hard to read.
- For digits 6 and 9, specify orientation clearly (e.g., "upright" or "upside-down") so the viewer knows which digit is intended.
- Use at least one "attention anchor" (color/material/lighting) that makes the digit-forming elements stand out while keeping the rest believable.
- Make sure sufficient specification is made in the prompt that the image generator will generate an image with the curvature of the actual digit, even without explicitly specifying the digit.

Variety requirements (critical):
- You MUST use this exact combination of attributes for your image. Build the entire scene around ALL of these (do not omit any):
Capture Medium: skydiving helmet cam; Setting: attic or loft; Lighting: strobe; Camera Quality: tintype; Composition: whole; Optics: bright; Time Of Day: pre-dawn; Atmosphere: thunderstorm; Color Treatment: warm cast; Artifacts: print texture; Viewpoint: through glass; Material Context: soft; Era Or Aesthetic: Austrian
- For this image: do NOT use motion blur only.
- AVOID these overused pareidolia aesthetics: underground, endoscope, pipeline, tunnel, sewer, drain, circular vignette, black circular frame, dark circular cutout, perfectly centered subject, center-weighted composition, "ring-LED" or "ring flash" in a dark void. Discard your first 3–5 ideas—they are likely generic. Push for a concept that would surprise you.
- AVOID: vines/roots on walls, cracks in pavement, spilled liquids, abstract patterns, driftwood, seaweed, shadows on flat surfaces. Push for combinations that would surprise you.
- The style must be described concretely and specifically using 6–10 distinct attributes, drawing from ANY of these (mix freely, be original):
  - medium/pipeline (phone snapshot, medium format film, CCTV, dashcam, drone, endoscope, microscope, scan, photocopier, underwater housing, thermal/IR, satellite, medical imaging vibe, stop-motion frame, etc.)
  - optics (focal length feel, distortion type, chromatic aberration, flare behavior, focus falloff, rolling shutter — avoid circular vignette or dark-frame aesthetics)
  - lighting (overcast, sodium vapor streetlight, harsh noon sun, backlit, mixed fluorescent, candlelight, flash, lightning, moonlit, aquarium lighting)
  - exposure/quality artifacts (motion blur direction, sensor noise pattern, dust, scratches, compression blocks, lens haze, bloom, halation, banding)
  - color science (cool/warm cast, desaturated, high contrast, pastel wash, tungsten balance, sickly green fluorescents, etc.)
  - composition (angle, framing, distance, foreground occlusion, leading lines, symmetry/asymmetry)
- Your style choices must NOT be generic ("cinematic", "high quality", "professional"). Make them testable and visual.

Process you must follow internally:
1) Brainstorm 4–6 candidate object-arrangements that could imply "3" using very different materials/settings. Reject any that resemble common pareidolia tropes.
2) Select the most visually compelling AND most out-of-distribution concept that still feels photographable/depictable.
3) Pair it with a capture style that is maximally different from typical "nice" photos AND from common AI-image aesthetics (no default "cinematic", "dramatic lighting", "shallow DOF"). Be specific and unusual.

Final prompt output requirements:
- Output ONE image-generator prompt (one paragraph is fine) that includes:
  - The scene and the digit-implying objects (what they are, where they are, how arranged)
  - Explicit statement that the digit is upright/right-side-up for normal viewing
  - Environment/context details (surface, surrounding items, time/weather if relevant)
  - Camera/viewpoint and composition details (avoid tilted or rotated views that obscure the digit)
  - Lighting details
  - The unique capture pipeline + optics + artifact details (6–10 concrete attributes)
  - Explicit negative constraints at the end: "no text, no numbers, no logos, no watermark, no UI overlay"
- Keep it generator-friendly: concrete nouns, physical details, minimal abstraction. Optimize for text-to-image models (concrete, visual, no abstract concepts).
- Return ONLY the final image-generator prompt text. No headings, no bullet points, no analysis.


A nearby, eccentric composition of a weathered, Postmodern recording booth captured with a ghostly, translucent medical imaging style that visualizes the dense structural overlaps of the room. The flat, diffused lighting of an irregular, overcast open sky twilight filters down through an unseen skylight, illuminating a thick, choking atmosphere of suspended silt. Against an asymmetrical wall of peeling, angular acoustic baffles, a rusted metallic microphone stand assembly forms a distinct, highly deliberate arrangement oriented perfectly upright and right-side up for normal viewing. A tall, rigid vertical metal pipe stands firmly on the right side of the focal plane. From the exact midpoint of this vertical pipe, a horizontal metal boom arm juts out straight to the left. Connecting the far left tip of this horizontal boom straight up to the very top peak of the vertical pipe is a taut, heavily frayed XLR audio cable. This intersecting assembly—a right-side vertical pillar, a central horizontal crossbar, and a connecting diagonal line—serves as the scene's striking attention anchor, glowing with a synthetic apricot color treatment that cuts fiercely through the overarching sepia camera quality of the room. The image is rendered with vintage Ultron optics, yielding extreme biting sharpness on the structural lines while the surrounding soundproofing dissolves into chaotic, swirling bokeh. A pronounced, dragging smear artifact pulls the lower-left pixels downward, distorting the bottom edge of the frame. No text, no numbers, no logos, no watermark, no UI overlay.

Critical: The arrangement of objects must form the digit 4 clearly and legibly. No printed text, numbers, signage, or digital overlays. The digit 4 specifically needs: a vertical stroke on the right, a horizontal bar across the top, and a diagonal from the upper-left meeting the vertical. Sharp, clean angles.

You are an expert prompt-writer for AI image generators. Create ONE final image-generation prompt that will produce an image where the digit "4" (0–9) is strongly implied by out-of-distribution, real-world objects or natural arrangements, but NOT shown as printed text, signage, typed numbers, digital overlays, or any explicit numeral glyph.

Core concept:
- The digit "4" must emerge via pareidolia: objects in the scene happen to form the digit's silhouette or strokes.
- Use surprising, uncommon materials and contexts (OOD): cables, vines, roots, leaves, driftwood, seaweed, foam, cracks, rust streaks, spilled liquids, snow tracks, tangled threads, condensation trails, shadows, insects, pebbles, fruit peels, folded fabric, etc.
- The result should feel physically plausible for the chosen medium (photo, scan, film still, microscopic image, security cam frame, etc.).

- The digit 4 shape: vertical right, horizontal top, diagonal meeting at right angle. Use materials that form the appropriate strokes.

Hard constraints (must follow):
- Do NOT include any literal digits, printed numbers, text labels, logos, watermarks, UI overlays, or captions.
- Do NOT say "looks like a 4" or "shaped like 4" in the prompt. Describe the scene so the shape is implied naturally.
- The digit must be readable from the main viewpoint (clear gestalt). Avoid ambiguity.
- The digit must be UPRIGHT as the viewer would see it (like on a clock or display). Explicitly specify "upright", "right-side up", or "oriented for normal reading" in the prompt. Do NOT use tilted, rotated, Dutch-angle, or overhead views that make the digit hard to read.
- For digits 6 and 9, specify orientation clearly (e.g., "upright" or "upside-down") so the viewer knows which digit is intended.
- Use at least one "attention anchor" (color/material/lighting) that makes the digit-forming elements stand out while keeping the rest believable.
- Make sure sufficient specification is made in the prompt that the image generator will generate an image with the curvature of the actual digit, even without explicitly specifying the digit.

Variety requirements (critical):
- You MUST use this exact combination of attributes for your image. Build the entire scene around ALL of these (do not omit any):
Capture Medium: medical imaging style; Setting: recording booth; Lighting: open sky overcast; Camera Quality: sepia; Composition: eccentric; Optics: ultron; Time Of Day: irregular; Atmosphere: silt; Color Treatment: apricot; Artifacts: smear; Viewpoint: nearby; Material Context: weathered; Era Or Aesthetic: Postmodern
- For this image: do NOT use seaweed or organic tangle.
- AVOID these overused pareidolia aesthetics: underground, endoscope, pipeline, tunnel, sewer, drain, circular vignette, black circular frame, dark circular cutout, perfectly centered subject, center-weighted composition, "ring-LED" or "ring flash" in a dark void. Discard your first 3–5 ideas—they are likely generic. Push for a concept that would surprise you.
- AVOID: vines/roots on walls, cracks in pavement, spilled liquids, abstract patterns, driftwood, seaweed, shadows on flat surfaces. Push for combinations that would surprise you.
- The style must be described concretely and specifically using 6–10 distinct attributes, drawing from ANY of these (mix freely, be original):
  - medium/pipeline (phone snapshot, medium format film, CCTV, dashcam, drone, endoscope, microscope, scan, photocopier, underwater housing, thermal/IR, satellite, medical imaging vibe, stop-motion frame, etc.)
  - optics (focal length feel, distortion type, chromatic aberration, flare behavior, focus falloff, rolling shutter — avoid circular vignette or dark-frame aesthetics)
  - lighting (overcast, sodium vapor streetlight, harsh noon sun, backlit, mixed fluorescent, candlelight, flash, lightning, moonlit, aquarium lighting)
  - exposure/quality artifacts (motion blur direction, sensor noise pattern, dust, scratches, compression blocks, lens haze, bloom, halation, banding)
  - color science (cool/warm cast, desaturated, high contrast, pastel wash, tungsten balance, sickly green fluorescents, etc.)
  - composition (angle, framing, distance, foreground occlusion, leading lines, symmetry/asymmetry)
- Your style choices must NOT be generic ("cinematic", "high quality", "professional"). Make them testable and visual.

Process you must follow internally:
1) Brainstorm 4–6 candidate object-arrangements that could imply "4" using very different materials/settings. Reject any that resemble common pareidolia tropes.
2) Select the most visually compelling AND most out-of-distribution concept that still feels photographable/depictable.
3) Pair it with a capture style that is maximally different from typical "nice" photos AND from common AI-image aesthetics (no default "cinematic", "dramatic lighting", "shallow DOF"). Be specific and unusual.

Final prompt output requirements:
- Output ONE image-generator prompt (one paragraph is fine) that includes:
  - The scene and the digit-implying objects (what they are, where they are, how arranged)
  - Explicit statement that the digit is upright/right-side-up for normal viewing
  - Environment/context details (surface, surrounding items, time/weather if relevant)
  - Camera/viewpoint and composition details (avoid tilted or rotated views that obscure the digit)
  - Lighting details
  - The unique capture pipeline + optics + artifact details (6–10 concrete attributes)
  - Explicit negative constraints at the end: "no text, no numbers, no logos, no watermark, no UI overlay"
- Keep it generator-friendly: concrete nouns, physical details, minimal abstraction. Optimize for text-to-image models (concrete, visual, no abstract concepts).
- Return ONLY the final image-generator prompt text. No headings, no bullet points, no analysis.


Captured from an over-the-shoulder viewpoint looking past a matte-black mechanical frame, this image is a scientific lab-quality 3D scanner visualization of a street-level urban asphalt intersection. The aesthetic strictly mimics a mid-century vintage advertisement, bathed in a deep navy color treatment under a completely clear midnight atmosphere. A harsh, directional par can light sits off-camera, casting a stark beam that produces a sharp, streaking optical lens flare across the lens. On the ground, an intricately ordered, rigid grid of granular, retro-reflective glass road-milling beads has been deposited. Standing out vividly within this granular matrix—acting as a brilliant attention anchor catching the par can beam—is a continuous, raised formation made of the exact same beads. This natural formation is oriented perfectly upright and right-side-up for normal viewing: it consists of a distinct horizontal top bar sweeping rightward, attached to a rigid vertical downward drop on its left edge, which then flares out into a thick, prominent right-facing bottom curve that curls back underneath itself. The rigid, ordered composition is highly precise in the center but exhibits pronounced focus breathing optics, causing the geometric lines of the street and granular beads to swell, warp, and shift magnification noticeably near the borders of the frame. No text, no numbers, no logos, no watermark, no UI overlay.

Critical: The arrangement of objects must form the digit 5 clearly and legibly. No printed text, numbers, signage, or digital overlays.

You are an expert prompt-writer for AI image generators. Create ONE final image-generation prompt that will produce an image where the digit "5" (0–9) is strongly implied by out-of-distribution, real-world objects or natural arrangements, but NOT shown as printed text, signage, typed numbers, digital overlays, or any explicit numeral glyph.

Core concept:
- The digit "5" must emerge via pareidolia: objects in the scene happen to form the digit's silhouette or strokes.
- Use surprising, uncommon materials and contexts (OOD): cables, vines, roots, leaves, driftwood, seaweed, foam, cracks, rust streaks, spilled liquids, snow tracks, tangled threads, condensation trails, shadows, insects, pebbles, fruit peels, folded fabric, etc.
- The result should feel physically plausible for the chosen medium (photo, scan, film still, microscopic image, security cam frame, etc.).

- The digit 5 shape: S-shaped curve in middle. Use materials that form the appropriate strokes.

Hard constraints (must follow):
- Do NOT include any literal digits, printed numbers, text labels, logos, watermarks, UI overlays, or captions.
- Do NOT say "looks like a 5" or "shaped like 5" in the prompt. Describe the scene so the shape is implied naturally.
- The digit must be readable from the main viewpoint (clear gestalt). Avoid ambiguity.
- The digit must be UPRIGHT as the viewer would see it (like on a clock or display). Explicitly specify "upright", "right-side up", or "oriented for normal reading" in the prompt. Do NOT use tilted, rotated, Dutch-angle, or overhead views that make the digit hard to read.
- For digits 6 and 9, specify orientation clearly (e.g., "upright" or "upside-down") so the viewer knows which digit is intended.
- Use at least one "attention anchor" (color/material/lighting) that makes the digit-forming elements stand out while keeping the rest believable.
- Make sure sufficient specification is made in the prompt that the image generator will generate an image with the curvature of the actual digit, even without explicitly specifying the digit.

Variety requirements (critical):
- You MUST use this exact combination of attributes for your image. Build the entire scene around ALL of these (do not omit any):
Capture Medium: 3D scanner; Setting: street-level urban; Lighting: par can; Camera Quality: scientific or lab; Composition: ordered; Optics: focus breathing; Time Of Day: midnight; Atmosphere: clear; Color Treatment: navy; Artifacts: flare; Viewpoint: over shoulder; Material Context: granular; Era Or Aesthetic: vintage advertisement
- For this image: do NOT use driftwood or beach debris.
- AVOID these overused pareidolia aesthetics: underground, endoscope, pipeline, tunnel, sewer, drain, circular vignette, black circular frame, dark circular cutout, perfectly centered subject, center-weighted composition, "ring-LED" or "ring flash" in a dark void. Discard your first 3–5 ideas—they are likely generic. Push for a concept that would surprise you.
- AVOID: vines/roots on walls, cracks in pavement, spilled liquids, abstract patterns, driftwood, seaweed, shadows on flat surfaces. Push for combinations that would surprise you.
- The style must be described concretely and specifically using 6–10 distinct attributes, drawing from ANY of these (mix freely, be original):
  - medium/pipeline (phone snapshot, medium format film, CCTV, dashcam, drone, endoscope, microscope, scan, photocopier, underwater housing, thermal/IR, satellite, medical imaging vibe, stop-motion frame, etc.)
  - optics (focal length feel, distortion type, chromatic aberration, flare behavior, focus falloff, rolling shutter — avoid circular vignette or dark-frame aesthetics)
  - lighting (overcast, sodium vapor streetlight, harsh noon sun, backlit, mixed fluorescent, candlelight, flash, lightning, moonlit, aquarium lighting)
  - exposure/quality artifacts (motion blur direction, sensor noise pattern, dust, scratches, compression blocks, lens haze, bloom, halation, banding)
  - color science (cool/warm cast, desaturated, high contrast, pastel wash, tungsten balance, sickly green fluorescents, etc.)
  - composition (angle, framing, distance, foreground occlusion, leading lines, symmetry/asymmetry)
- Your style choices must NOT be generic ("cinematic", "high quality", "professional"). Make them testable and visual.

Process you must follow internally:
1) Brainstorm 4–6 candidate object-arrangements that could imply "5" using very different materials/settings. Reject any that resemble common pareidolia tropes.
2) Select the most visually compelling AND most out-of-distribution concept that still feels photographable/depictable.
3) Pair it with a capture style that is maximally different from typical "nice" photos AND from common AI-image aesthetics (no default "cinematic", "dramatic lighting", "shallow DOF"). Be specific and unusual.

Final prompt output requirements:
- Output ONE image-generator prompt (one paragraph is fine) that includes:
  - The scene and the digit-implying objects (what they are, where they are, how arranged)
  - Explicit statement that the digit is upright/right-side-up for normal viewing
  - Environment/context details (surface, surrounding items, time/weather if relevant)
  - Camera/viewpoint and composition details (avoid tilted or rotated views that obscure the digit)
  - Lighting details
  - The unique capture pipeline + optics + artifact details (6–10 concrete attributes)
  - Explicit negative constraints at the end: "no text, no numbers, no logos, no watermark, no UI overlay"
- Keep it generator-friendly: concrete nouns, physical details, minimal abstraction. Optimize for text-to-image models (concrete, visual, no abstract concepts).
- Return ONLY the final image-generator prompt text. No headings, no bullet points, no analysis.


A 1990s road-trip travel snapshot captured on a VHS camcorder, shot directly into a large vertical wall mirror at a roadside highway diner. The mirror's reflective surface reveals the scene behind the camera: steady, continuous late-afternoon equinox sunlight streams through the diner windows, catching thick clouds of pet dander floating visibly in the bright shafts of light. The light illuminates a glossy laminate counter covered in a dense, repeating pattern of checkerboard napkins, identical coffee mugs, and scattered silverware. Off-center amidst this patterned clutter on the laminate surface, a bright red, perfectly straight, unbent plastic drinking straw lies exactly vertically, forming a rigid left-side vertical stem. Resting completely flush against the lower-right edge of this straight straw is a perfectly circular, fully intact golden fried onion ring. The vivid red straw and golden ring act as an attention anchor against the muted surroundings, naturally converging to form a single, distinct, upright shape with a straight top vertical line and a closed bottom loop, oriented right-side up for normal viewing. The capture pipeline features 85mm focal length compression and greasy oil smears across the lens glass. The scene is rendered with a heterochromatic color treatment, where clashing neon cyan interior lights mix jarringly with the amber equinox sun. Heavy VHS tracking beat artifacts introduce pulsing horizontal static lines across the frame. Framing is deliberately asymmetrical to avoid center-weighting. No printed text, no literal digits, no numbers, no numerals, no labels, no logos, no watermarks, no UI overlays.

Critical: The arrangement of objects must form the digit 6 clearly and legibly. No printed text, numbers, signage, or digital overlays.

You are an expert prompt-writer for AI image generators. Create ONE final image-generation prompt that will produce an image where the digit "6" (0–9) is strongly implied by out-of-distribution, real-world objects or natural arrangements, but NOT shown as printed text, signage, typed numbers, digital overlays, or any explicit numeral glyph.

Core concept:
- The digit "6" must emerge via pareidolia: objects in the scene happen to form the digit's silhouette or strokes.
- Use surprising, uncommon materials and contexts (OOD): cables, vines, roots, leaves, driftwood, seaweed, foam, cracks, rust streaks, spilled liquids, snow tracks, tangled threads, condensation trails, shadows, insects, pebbles, fruit peels, folded fabric, etc.
- The result should feel physically plausible for the chosen medium (photo, scan, film still, microscopic image, security cam frame, etc.).

- The digit 6 shape: straight stem rather than curled ascender. Use materials that form the appropriate strokes.

Hard constraints (must follow):
- Do NOT include any literal digits, printed numbers, text labels, logos, watermarks, UI overlays, or captions.
- Do NOT say "looks like a 6" or "shaped like 6" in the prompt. Describe the scene so the shape is implied naturally.
- The digit must be readable from the main viewpoint (clear gestalt). Avoid ambiguity.
- The digit must be UPRIGHT as the viewer would see it (like on a clock or display). Explicitly specify "upright", "right-side up", or "oriented for normal reading" in the prompt. Do NOT use tilted, rotated, Dutch-angle, or overhead views that make the digit hard to read.
- For digits 6 and 9, specify orientation clearly (e.g., "upright" or "upside-down") so the viewer knows which digit is intended.
- Use at least one "attention anchor" (color/material/lighting) that makes the digit-forming elements stand out while keeping the rest believable.
- Make sure sufficient specification is made in the prompt that the image generator will generate an image with the curvature of the actual digit, even without explicitly specifying the digit.

Variety requirements (critical):
- You MUST use this exact combination of attributes for your image. Build the entire scene around ALL of these (do not omit any):
Capture Medium: VHS or camcorder; Setting: highway or roadside; Lighting: steady; Camera Quality: oil; Composition: pattern; Optics: 85mm; Time Of Day: equinox; Atmosphere: pet dander in light; Color Treatment: heterochromatic; Artifacts: beat; Viewpoint: mirror or reflective surface; Material Context: laminate; Era Or Aesthetic: travel snapshot
- For this image: do NOT use abstract pattern only.
- AVOID these overused pareidolia aesthetics: underground, endoscope, pipeline, tunnel, sewer, drain, circular vignette, black circular frame, dark circular cutout, perfectly centered subject, center-weighted composition, "ring-LED" or "ring flash" in a dark void. Discard your first 3–5 ideas—they are likely generic. Push for a concept that would surprise you.
- AVOID: vines/roots on walls, cracks in pavement, spilled liquids, abstract patterns, driftwood, seaweed, shadows on flat surfaces. Push for combinations that would surprise you.
- The style must be described concretely and specifically using 6–10 distinct attributes, drawing from ANY of these (mix freely, be original):
  - medium/pipeline (phone snapshot, medium format film, CCTV, dashcam, drone, endoscope, microscope, scan, photocopier, underwater housing, thermal/IR, satellite, medical imaging vibe, stop-motion frame, etc.)
  - optics (focal length feel, distortion type, chromatic aberration, flare behavior, focus falloff, rolling shutter — avoid circular vignette or dark-frame aesthetics)
  - lighting (overcast, sodium vapor streetlight, harsh noon sun, backlit, mixed fluorescent, candlelight, flash, lightning, moonlit, aquarium lighting)
  - exposure/quality artifacts (motion blur direction, sensor noise pattern, dust, scratches, compression blocks, lens haze, bloom, halation, banding)
  - color science (cool/warm cast, desaturated, high contrast, pastel wash, tungsten balance, sickly green fluorescents, etc.)
  - composition (angle, framing, distance, foreground occlusion, leading lines, symmetry/asymmetry)
- Your style choices must NOT be generic ("cinematic", "high quality", "professional"). Make them testable and visual.

Process you must follow internally:
1) Brainstorm 4–6 candidate object-arrangements that could imply "6" using very different materials/settings. Reject any that resemble common pareidolia tropes.
2) Select the most visually compelling AND most out-of-distribution concept that still feels photographable/depictable.
3) Pair it with a capture style that is maximally different from typical "nice" photos AND from common AI-image aesthetics (no default "cinematic", "dramatic lighting", "shallow DOF"). Be specific and unusual.

Final prompt output requirements:
- Output ONE image-generator prompt (one paragraph is fine) that includes:
  - The scene and the digit-implying objects (what they are, where they are, how arranged)
  - Explicit statement that the digit is upright/right-side-up for normal viewing
  - Environment/context details (surface, surrounding items, time/weather if relevant)
  - Camera/viewpoint and composition details (avoid tilted or rotated views that obscure the digit)
  - Lighting details
  - The unique capture pipeline + optics + artifact details (6–10 concrete attributes)
  - Explicit negative constraints at the end: "no text, no numbers, no logos, no watermark, no UI overlay"
- Keep it generator-friendly: concrete nouns, physical details, minimal abstraction. Optimize for text-to-image models (concrete, visual, no abstract concepts).
- Return ONLY the final image-generator prompt text. No headings, no bullet points, no analysis.


A plumb viewpoint photograph looking perfectly straight down at a raw medical sonar display screen mounted in a brushed alloy cart inside a hospital clinic. A regular daytime squall lashes heavy rain against a nearby window, casting bright, out-of-focus bokeh balls reflecting across the wet alloy monitor casing. The sonar display itself is intensely backlit, capturing a stark, high-contrast noir acoustic silhouette without any digital interfaces. The raw scan features heavy, noisy acoustic speckle and thick phosphor light bleed. Dominating the positive space of the dark screen is a vivid, glowing color-pop of neon cyan representing a dense metallic echo. This bright cyan silhouette is formed entirely by the intersection of two implanted alloy orthopedic pins inside a tissue cavity: a perfectly horizontal rod at the top, seamlessly meeting a longer, straight diagonal rod that slopes downward and to the right. These intersecting glowing strokes naturally form a distinct, upright shape, securely oriented right-side up for normal reading. The capture is heavily textured with sensor noise, chromatic color bleed, and stark lighting, strictly maintaining a physical optical feel with absolutely no text, no numbers, no printed digits, no logos, no watermark, and no UI overlay.

Critical: The arrangement of objects must form the digit 7 clearly and legibly. No printed text, numbers, signage, or digital overlays.

You are an expert prompt-writer for AI image generators. Create ONE final image-generation prompt that will produce an image where the digit "7" (0–9) is strongly implied by out-of-distribution, real-world objects or natural arrangements, but NOT shown as printed text, signage, typed numbers, digital overlays, or any explicit numeral glyph.

Core concept:
- The digit "7" must emerge via pareidolia: objects in the scene happen to form the digit's silhouette or strokes.
- Use surprising, uncommon materials and contexts (OOD): cables, vines, roots, leaves, driftwood, seaweed, foam, cracks, rust streaks, spilled liquids, snow tracks, tangled threads, condensation trails, shadows, insects, pebbles, fruit peels, folded fabric, etc.
- The result should feel physically plausible for the chosen medium (photo, scan, film still, microscopic image, security cam frame, etc.).

- The digit 7 shape: horizontal top, diagonal down to right. Use materials that form the appropriate strokes.

Hard constraints (must follow):
- Do NOT include any literal digits, printed numbers, text labels, logos, watermarks, UI overlays, or captions.
- Do NOT say "looks like a 7" or "shaped like 7" in the prompt. Describe the scene so the shape is implied naturally.
- The digit must be readable from the main viewpoint (clear gestalt). Avoid ambiguity.
- The digit must be UPRIGHT as the viewer would see it (like on a clock or display). Explicitly specify "upright", "right-side up", or "oriented for normal reading" in the prompt. Do NOT use tilted, rotated, Dutch-angle, or overhead views that make the digit hard to read.
- For digits 6 and 9, specify orientation clearly (e.g., "upright" or "upside-down") so the viewer knows which digit is intended.
- Use at least one "attention anchor" (color/material/lighting) that makes the digit-forming elements stand out while keeping the rest believable.
- Make sure sufficient specification is made in the prompt that the image generator will generate an image with the curvature of the actual digit, even without explicitly specifying the digit.

Variety requirements (critical):
- You MUST use this exact combination of attributes for your image. Build the entire scene around ALL of these (do not omit any):
Capture Medium: sonar display; Setting: hospital or clinic; Lighting: backlit or silhouette; Camera Quality: noisy; Composition: positive; Optics: bokeh balls; Time Of Day: regular; Atmosphere: squall; Color Treatment: color pop; Artifacts: bleed; Viewpoint: plumb; Material Context: alloy; Era Or Aesthetic: noir or high contrast
- For this image: do NOT use ring light.
- AVOID these overused pareidolia aesthetics: underground, endoscope, pipeline, tunnel, sewer, drain, circular vignette, black circular frame, dark circular cutout, perfectly centered subject, center-weighted composition, "ring-LED" or "ring flash" in a dark void. Discard your first 3–5 ideas—they are likely generic. Push for a concept that would surprise you.
- AVOID: vines/roots on walls, cracks in pavement, spilled liquids, abstract patterns, driftwood, seaweed, shadows on flat surfaces. Push for combinations that would surprise you.
- The style must be described concretely and specifically using 6–10 distinct attributes, drawing from ANY of these (mix freely, be original):
  - medium/pipeline (phone snapshot, medium format film, CCTV, dashcam, drone, endoscope, microscope, scan, photocopier, underwater housing, thermal/IR, satellite, medical imaging vibe, stop-motion frame, etc.)
  - optics (focal length feel, distortion type, chromatic aberration, flare behavior, focus falloff, rolling shutter — avoid circular vignette or dark-frame aesthetics)
  - lighting (overcast, sodium vapor streetlight, harsh noon sun, backlit, mixed fluorescent, candlelight, flash, lightning, moonlit, aquarium lighting)
  - exposure/quality artifacts (motion blur direction, sensor noise pattern, dust, scratches, compression blocks, lens haze, bloom, halation, banding)
  - color science (cool/warm cast, desaturated, high contrast, pastel wash, tungsten balance, sickly green fluorescents, etc.)
  - composition (angle, framing, distance, foreground occlusion, leading lines, symmetry/asymmetry)
- Your style choices must NOT be generic ("cinematic", "high quality", "professional"). Make them testable and visual.

Process you must follow internally:
1) Brainstorm 4–6 candidate object-arrangements that could imply "7" using very different materials/settings. Reject any that resemble common pareidolia tropes.
2) Select the most visually compelling AND most out-of-distribution concept that still feels photographable/depictable.
3) Pair it with a capture style that is maximally different from typical "nice" photos AND from common AI-image aesthetics (no default "cinematic", "dramatic lighting", "shallow DOF"). Be specific and unusual.

Final prompt output requirements:
- Output ONE image-generator prompt (one paragraph is fine) that includes:
  - The scene and the digit-implying objects (what they are, where they are, how arranged)
  - Explicit statement that the digit is upright/right-side-up for normal viewing
  - Environment/context details (surface, surrounding items, time/weather if relevant)
  - Camera/viewpoint and composition details (avoid tilted or rotated views that obscure the digit)
  - Lighting details
  - The unique capture pipeline + optics + artifact details (6–10 concrete attributes)
  - Explicit negative constraints at the end: "no text, no numbers, no logos, no watermark, no UI overlay"
- Keep it generator-friendly: concrete nouns, physical details, minimal abstraction. Optimize for text-to-image models (concrete, visual, no abstract concepts).
- Return ONLY the final image-generator prompt text. No headings, no bullet points, no analysis.


A tight detail composition, offset slightly to the right, of a heavily grained wooden workbench in a retro sewing room during a sweltering siesta. A heavy warm front creates a muggy, hazy atmosphere in the room. Resting on the wood is a thick, stiff, metallic braided sewing cord that has naturally curled into a perfectly upright arrangement oriented for normal reading: the cord forms a small, tightly closed teardrop-shaped loop at the top, resting directly atop a slightly wider, larger teardrop-shaped loop at the bottom. This stacked double-loop configuration acts as a highly reflective attention anchor. The scene is captured via an experimental hybrid medium blending optical photography with the granular, sweeping acoustic speckle of an industrial ultrasound scanner. Shot through a thick sapphire lens from a diagonal viewpoint looking across the table's surface—while strictly keeping the stacked teardrops perfectly right-side up and unrotated to the viewer—the optics produce distinct chromatic dispersion on the highlights. Directional lighting comes from the warm, harsh beam of a nearby brass wall sconce casting long shadows. The final image exhibits a tintype color treatment with silvery, metallic whites and deep, warm sepia blacks, further distressed by the painterly, brushed emulsion texture of a vintage gum bichromate print. A prominent, oily fingerprint on lens slightly blurs the bottom left foreground, grounding the image in physical reality. No text, no numbers, no logos, no watermark, no UI overlay.

Critical: The arrangement of objects must form the digit 8 clearly and legibly. No printed text, numbers, signage, or digital overlays.

You are an expert prompt-writer for AI image generators. Create ONE final image-generation prompt that will produce an image where the digit "8" (0–9) is strongly implied by out-of-distribution, real-world objects or natural arrangements, but NOT shown as printed text, signage, typed numbers, digital overlays, or any explicit numeral glyph.

Core concept:
- The digit "8" must emerge via pareidolia: objects in the scene happen to form the digit's silhouette or strokes.
- Use surprising, uncommon materials and contexts (OOD): cables, vines, roots, leaves, driftwood, seaweed, foam, cracks, rust streaks, spilled liquids, snow tracks, tangled threads, condensation trails, shadows, insects, pebbles, fruit peels, folded fabric, etc.
- The result should feel physically plausible for the chosen medium (photo, scan, film still, microscopic image, security cam frame, etc.).

- The digit 8 shape: teardrop shapes stacked. Use materials that form the appropriate strokes.

Hard constraints (must follow):
- Do NOT include any literal digits, printed numbers, text labels, logos, watermarks, UI overlays, or captions.
- Do NOT say "looks like a 8" or "shaped like 8" in the prompt. Describe the scene so the shape is implied naturally.
- The digit must be readable from the main viewpoint (clear gestalt). Avoid ambiguity.
- The digit must be UPRIGHT as the viewer would see it (like on a clock or display). Explicitly specify "upright", "right-side up", or "oriented for normal reading" in the prompt. Do NOT use tilted, rotated, Dutch-angle, or overhead views that make the digit hard to read.
- For digits 6 and 9, specify orientation clearly (e.g., "upright" or "upside-down") so the viewer knows which digit is intended.
- Use at least one "attention anchor" (color/material/lighting) that makes the digit-forming elements stand out while keeping the rest believable.
- Make sure sufficient specification is made in the prompt that the image generator will generate an image with the curvature of the actual digit, even without explicitly specifying the digit.

Variety requirements (critical):
- You MUST use this exact combination of attributes for your image. Build the entire scene around ALL of these (do not omit any):
Capture Medium: ultrasound; Setting: sewing room; Lighting: sconce; Camera Quality: gum bichromate; Composition: detail; Optics: sapphire; Time Of Day: siesta; Atmosphere: warm front; Color Treatment: tintype; Artifacts: fingerprint on lens; Viewpoint: diagonal; Material Context: wood; Era Or Aesthetic: retro
- For this image: do NOT use spider web.
- AVOID these overused pareidolia aesthetics: underground, endoscope, pipeline, tunnel, sewer, drain, circular vignette, black circular frame, dark circular cutout, perfectly centered subject, center-weighted composition, "ring-LED" or "ring flash" in a dark void. Discard your first 3–5 ideas—they are likely generic. Push for a concept that would surprise you.
- AVOID: vines/roots on walls, cracks in pavement, spilled liquids, abstract patterns, driftwood, seaweed, shadows on flat surfaces. Push for combinations that would surprise you.
- The style must be described concretely and specifically using 6–10 distinct attributes, drawing from ANY of these (mix freely, be original):
  - medium/pipeline (phone snapshot, medium format film, CCTV, dashcam, drone, endoscope, microscope, scan, photocopier, underwater housing, thermal/IR, satellite, medical imaging vibe, stop-motion frame, etc.)
  - optics (focal length feel, distortion type, chromatic aberration, flare behavior, focus falloff, rolling shutter — avoid circular vignette or dark-frame aesthetics)
  - lighting (overcast, sodium vapor streetlight, harsh noon sun, backlit, mixed fluorescent, candlelight, flash, lightning, moonlit, aquarium lighting)
  - exposure/quality artifacts (motion blur direction, sensor noise pattern, dust, scratches, compression blocks, lens haze, bloom, halation, banding)
  - color science (cool/warm cast, desaturated, high contrast, pastel wash, tungsten balance, sickly green fluorescents, etc.)
  - composition (angle, framing, distance, foreground occlusion, leading lines, symmetry/asymmetry)
- Your style choices must NOT be generic ("cinematic", "high quality", "professional"). Make them testable and visual.

Process you must follow internally:
1) Brainstorm 4–6 candidate object-arrangements that could imply "8" using very different materials/settings. Reject any that resemble common pareidolia tropes.
2) Select the most visually compelling AND most out-of-distribution concept that still feels photographable/depictable.
3) Pair it with a capture style that is maximally different from typical "nice" photos AND from common AI-image aesthetics (no default "cinematic", "dramatic lighting", "shallow DOF"). Be specific and unusual.

Final prompt output requirements:
- Output ONE image-generator prompt (one paragraph is fine) that includes:
  - The scene and the digit-implying objects (what they are, where they are, how arranged)
  - Explicit statement that the digit is upright/right-side-up for normal viewing
  - Environment/context details (surface, surrounding items, time/weather if relevant)
  - Camera/viewpoint and composition details (avoid tilted or rotated views that obscure the digit)
  - Lighting details
  - The unique capture pipeline + optics + artifact details (6–10 concrete attributes)
  - Explicit negative constraints at the end: "no text, no numbers, no logos, no watermark, no UI overlay"
- Keep it generator-friendly: concrete nouns, physical details, minimal abstraction. Optimize for text-to-image models (concrete, visual, no abstract concepts).
- Return ONLY the final image-generator prompt text. No headings, no bullet points, no analysis.


Viewed through the capture medium of a vintage slide projector, an 8K documentary photograph reveals a commercial warehouse factory floor during a quiet morning siesta break. The sagittal viewpoint provides a strict side-profile slice through rows of deep storage racks, creating a dense composition of overlapping elements like bulk shipping supplies, stacked pallets, and commercial cardboard boxes. Harsh, low-angle sunrise lighting pierces horizontally through the aisles, strongly illuminating thick, swirling clouds of pet dander floating in the hazy atmosphere. The entire projection features a heavy magenta color treatment, distinctive optical mustache distortion that subtly bows the vertical racking pillars, and visible ghosting artifacts around the high-contrast edges. In the midground, a snapped length of heavy-duty, bright yellow commercial nylon strapping serves as a striking visual attention anchor against the magenta-washed room. Positioned perfectly upright and oriented right-side up for normal reading, the stiff yellow plastic strap rests against a loaded pallet. The rigid material naturally forms a tight, completely closed circular loop at its highest point; from the right edge of this upper loop, the continuous thick tail of the strap descends straight down vertically before sweeping into a pronounced leftward hook where it meets the concrete floor. no text, no numbers, no logos, no watermark, no UI overlay.

Critical: The arrangement of objects must form the digit 9 clearly and legibly. No printed text, numbers, signage, or digital overlays.

You are an expert prompt-writer for AI image generators. Create ONE final image-generation prompt that will produce an image where the digit "9" (0–9) is strongly implied by out-of-distribution, real-world objects or natural arrangements, but NOT shown as printed text, signage, typed numbers, digital overlays, or any explicit numeral glyph.

Core concept:
- The digit "9" must emerge via pareidolia: objects in the scene happen to form the digit's silhouette or strokes.
- Use surprising, uncommon materials and contexts (OOD): cables, vines, roots, leaves, driftwood, seaweed, foam, cracks, rust streaks, spilled liquids, snow tracks, tangled threads, condensation trails, shadows, insects, pebbles, fruit peels, folded fabric, etc.
- The result should feel physically plausible for the chosen medium (photo, scan, film still, microscopic image, security cam frame, etc.).

- The digit 9 shape: loop at top, stem down left. Use materials that form the appropriate strokes.

Hard constraints (must follow):
- Do NOT include any literal digits, printed numbers, text labels, logos, watermarks, UI overlays, or captions.
- Do NOT say "looks like a 9" or "shaped like 9" in the prompt. Describe the scene so the shape is implied naturally.
- The digit must be readable from the main viewpoint (clear gestalt). Avoid ambiguity.
- The digit must be UPRIGHT as the viewer would see it (like on a clock or display). Explicitly specify "upright", "right-side up", or "oriented for normal reading" in the prompt. Do NOT use tilted, rotated, Dutch-angle, or overhead views that make the digit hard to read.
- For digits 6 and 9, specify orientation clearly (e.g., "upright" or "upside-down") so the viewer knows which digit is intended.
- Use at least one "attention anchor" (color/material/lighting) that makes the digit-forming elements stand out while keeping the rest believable.
- Make sure sufficient specification is made in the prompt that the image generator will generate an image with the curvature of the actual digit, even without explicitly specifying the digit.

Variety requirements (critical):
- You MUST use this exact combination of attributes for your image. Build the entire scene around ALL of these (do not omit any):
Capture Medium: slide projector; Setting: warehouse or factory floor; Lighting: sunrise; Camera Quality: 8K; Composition: overlapping elements; Optics: mustache distortion; Time Of Day: siesta; Atmosphere: pet dander in light; Color Treatment: magenta; Artifacts: ghosting; Viewpoint: sagittal; Material Context: commercial; Era Or Aesthetic: documentary
- For this image: do NOT use centered subject in void.
- AVOID these overused pareidolia aesthetics: underground, endoscope, pipeline, tunnel, sewer, drain, circular vignette, black circular frame, dark circular cutout, perfectly centered subject, center-weighted composition, "ring-LED" or "ring flash" in a dark void. Discard your first 3–5 ideas—they are likely generic. Push for a concept that would surprise you.
- AVOID: vines/roots on walls, cracks in pavement, spilled liquids, abstract patterns, driftwood, seaweed, shadows on flat surfaces. Push for combinations that would surprise you.
- The style must be described concretely and specifically using 6–10 distinct attributes, drawing from ANY of these (mix freely, be original):
  - medium/pipeline (phone snapshot, medium format film, CCTV, dashcam, drone, endoscope, microscope, scan, photocopier, underwater housing, thermal/IR, satellite, medical imaging vibe, stop-motion frame, etc.)
  - optics (focal length feel, distortion type, chromatic aberration, flare behavior, focus falloff, rolling shutter — avoid circular vignette or dark-frame aesthetics)
  - lighting (overcast, sodium vapor streetlight, harsh noon sun, backlit, mixed fluorescent, candlelight, flash, lightning, moonlit, aquarium lighting)
  - exposure/quality artifacts (motion blur direction, sensor noise pattern, dust, scratches, compression blocks, lens haze, bloom, halation, banding)
  - color science (cool/warm cast, desaturated, high contrast, pastel wash, tungsten balance, sickly green fluorescents, etc.)
  - composition (angle, framing, distance, foreground occlusion, leading lines, symmetry/asymmetry)
- Your style choices must NOT be generic ("cinematic", "high quality", "professional"). Make them testable and visual.

Process you must follow internally:
1) Brainstorm 4–6 candidate object-arrangements that could imply "9" using very different materials/settings. Reject any that resemble common pareidolia tropes.
2) Select the most visually compelling AND most out-of-distribution concept that still feels photographable/depictable.
3) Pair it with a capture style that is maximally different from typical "nice" photos AND from common AI-image aesthetics (no default "cinematic", "dramatic lighting", "shallow DOF"). Be specific and unusual.

Final prompt output requirements:
- Output ONE image-generator prompt (one paragraph is fine) that includes:
  - The scene and the digit-implying objects (what they are, where they are, how arranged)
  - Explicit statement that the digit is upright/right-side-up for normal viewing
  - Environment/context details (surface, surrounding items, time/weather if relevant)
  - Camera/viewpoint and composition details (avoid tilted or rotated views that obscure the digit)
  - Lighting details
  - The unique capture pipeline + optics + artifact details (6–10 concrete attributes)
  - Explicit negative constraints at the end: "no text, no numbers, no logos, no watermark, no UI overlay"
- Keep it generator-friendly: concrete nouns, physical details, minimal abstraction. Optimize for text-to-image models (concrete, visual, no abstract concepts).
- Return ONLY the final image-generator prompt text. No headings, no bullet points, no analysis.


Photorealistic documentary time-lapse frame in a rural temperate farm interior during polar night: inside an old wooden barn converted into a small Baroque-style display space with dark carved beams and ornate brass fixtures, a single warm track-lighting rail on the ceiling casts focused pools of tungsten light onto a rough workbench; on the bench, a thick red rubber garden hose has been casually coiled into one clean closed oval loop with the two ends tucked close together so it reads clearly as a single continuous ring, upright and right-side up for normal reading from the main viewpoint; nearby are believable farm items (leather gloves, a coil of twine, a small tin pail, scattered straw) kept secondary so the hose loop remains the attention anchor; colorful but natural tones with crushed blacks in the shadows, crisp central focus with slight edge softness, subtle rolling-shutter warp visible on the track lights and a faint motion smear on a hanging chain consistent with a time-lapse frame; crystallographic composition with a diagonal viewpoint while keeping the oval loop vertically oriented and unmistakable, color optics, meridional atmosphere suggested by cold air haze at the open barn door revealing deep winter darkness outside. no text, no numbers, no logos, no watermark, no UI overlay

Critical: The arrangement of objects must form the digit 0 clearly and legibly. No printed text, numbers, signage, or digital overlays. Photorealistic, documentary-style photograph with natural lighting and believable materials.

You are an expert prompt-writer for AI image generators. Create ONE final image-generation prompt that will produce a PHOTOREALISTIC image where the digit "0" (0–9) is strongly implied by real-world objects or natural arrangements, but NOT shown as printed text, signage, typed numbers, digital overlays, or any explicit numeral glyph.

CRITICAL: The output must look like a real photograph—documentary, candid, or snapshot quality. NOT stylized, NOT surreal, NOT AI-art aesthetic. A viewer should believe it could have been taken by a real camera in the real world.

Core concept:
- The digit "0" must emerge via pareidolia: objects in the scene happen to form the digit's shape. The formation can be EITHER continuous (strokes, lines, trails) OR discrete objects arranged in positions.
- For THIS image, use: continuous stroke or line (cable, wire, tape, rope, hose, liquid trail, paint ribbon, etc.)
- Use varied materials and contexts. For strokes: cables, tape, rope, hose, liquid trails, paint ribbons. For discrete objects: pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools, etc. Variety comes from setting and materials, not from surreal styling.
- The result must be physically plausible and believable for the chosen capture medium.

- The digit 0 shape: single closed oval or circle, like O.

Hard constraints (must follow):
- Do NOT include any literal digits, printed numbers, text labels, logos, watermarks, UI overlays, or captions.
- Do NOT say "looks like a 0" or "shaped like 0" in the prompt. Describe the scene so the shape is implied naturally.
- The digit must be readable from the main viewpoint (clear gestalt). Avoid ambiguity.
- The digit must be UPRIGHT as the viewer would see it (like on a clock or display). Explicitly specify "upright", "right-side up", or "oriented for normal reading" in the prompt. Do NOT use tilted, rotated, Dutch-angle, or overhead views that make the digit hard to read.
- For digits 6 and 9, specify orientation clearly (e.g., "upright" or "upside-down") so the viewer knows which digit is intended.
- Use a plausible attention anchor: natural colors and materials (e.g., yellow caution tape, orange traffic cone, red cable, rust streak, bright fabric) that make the digit-forming elements stand out. AVOID neon, fluorescent, or artificially saturated colors.
- Make sure sufficient specification is made in the prompt that the image generator will produce the correct digit shape—whether formed by strokes/lines or by discrete objects in the right positions—even without explicitly naming the digit.

Variety requirements (critical):
- You MUST use this exact combination of attributes for your image. Build the entire scene around ALL of these (do not omit any):
Capture Medium: time-lapse frame; Setting: farm or rural; Lighting: track lighting; Camera Quality: colorful; Composition: crystallographic; Optics: color; Time Of Day: polar night; Atmosphere: meridional; Color Treatment: crushed blacks; Artifacts: rolling shutter warp; Viewpoint: diagonal; Material Context: temperate; Era Or Aesthetic: Baroque
- For this image: do NOT use LED strip.
- AVOID overused pareidolia aesthetics: underground, endoscope, pipeline, tunnel, sewer, drain, circular vignette, black circular frame, dark void, ring-LED in darkness, perfectly centered subject in void.
- AVOID: vines/roots on walls, cracks in pavement, spilled liquids, abstract patterns, driftwood, seaweed, shadows on flat surfaces.
- Style: use 2–3 subtle, plausible capture attributes (e.g., "overcast daylight, slight lens softness at edges" or "dashcam, natural street lighting"). Real photos have imperfections but they are SUBTLE. Do NOT stack 6–10 exaggerated artifacts (no "sickly" color casts, no heavy chromatic aberration, no aggressive vignetting, no neon false-color).
- Color and lighting: use natural, believable descriptions (overcast daylight, warm tungsten, cool shade, mixed fluorescent). NO "sickly", "aggressive", "neon", "glaring", or artificially saturated language.
- Your style choices must be testable and visual, but grounded in real-world photography.

Process you must follow internally:
1) Brainstorm 4–6 candidate concepts that could imply "0". Consider BOTH: (a) continuous strokes/lines (cable, tape, hose, liquid trail) AND (b) discrete objects arranged in positions (pills on a table, mugs in a row, coins, stones, etc.). Use varied materials and settings.
2) Select the most visually clear concept that would look believable as a real photograph.
3) Pair it with a capture style that a real camera would produce—subtle, plausible, not stylized.

Final prompt output requirements:
- Output ONE image-generator prompt (one paragraph is fine) that includes:
  - The scene and the digit-implying objects (what they are, where they are, how arranged)
  - Explicit statement that the digit is upright/right-side-up for normal viewing
  - Environment/context details (surface, surrounding items, time/weather if relevant)
  - Camera/viewpoint and composition details (avoid tilted or rotated views that obscure the digit)
  - Lighting details (natural, plausible)
  - 2–3 subtle capture/optics attributes (not a long list of exaggerated artifacts)
  - Explicit negative constraints at the end: "no text, no numbers, no logos, no watermark, no UI overlay"
- Add "photorealistic, documentary photograph, real-world lighting" or similar to reinforce believability.
- Keep it generator-friendly: concrete nouns, physical details, minimal abstraction.
- Return ONLY the final image-generator prompt text. No headings, no bullet points, no analysis.


Photorealistic, documentary snapshot on medium-format film (Holga or Diana), t2.8: a midnight hotel lobby with Baroque décor (ornate gilded moldings, dark marble floor, velvet settees) and a cold polar feel; cobalt-toned ambient light motivated by the lobby’s practical fixtures (cool moonlight through tall windows mixed with subdued tungsten sconces). In the foreground, cropped tightly to a matte black leather ottoman used as a temporary surface, a neat vertical column of small matte-white mint candies is deliberately placed in a single straight line, evenly spaced, forming a clear upright, right-side-up mark oriented for normal reading; a few unrelated scattered candies and a room keycard sit off to the side but do not break the vertical column. Viewpoint is from beyond the ottoman, eye-level from a few steps back, straight-on (no tilt), with the lobby receding softly behind; shallow depth of field keeps the candy column crisp while the background falls gently out of focus. Subtle toy-camera imperfections: slight edge softness and a mild frame wobble from handheld capture, natural film grain, no bounce light. Matte materials dominate (leather, paper, candy shells), believable candid composition. no text, no numbers, no logos, no watermark, no UI overlay.

Critical: The arrangement of objects must form the digit 1 clearly and legibly. No printed text, numbers, signage, or digital overlays. Photorealistic, documentary-style photograph with natural lighting and believable materials.

You are an expert prompt-writer for AI image generators. Create ONE final image-generation prompt that will produce a PHOTOREALISTIC image where the digit "1" (0–9) is strongly implied by real-world objects or natural arrangements, but NOT shown as printed text, signage, typed numbers, digital overlays, or any explicit numeral glyph.

CRITICAL: The output must look like a real photograph—documentary, candid, or snapshot quality. NOT stylized, NOT surreal, NOT AI-art aesthetic. A viewer should believe it could have been taken by a real camera in the real world.

Core concept:
- The digit "1" must emerge via pareidolia: objects in the scene happen to form the digit's shape. The formation can be EITHER continuous (strokes, lines, trails) OR discrete objects arranged in positions.
- For THIS image, use: discrete objects arranged in positions (pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools, etc.)
- Use varied materials and contexts. For strokes: cables, tape, rope, hose, liquid trails, paint ribbons. For discrete objects: pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools, etc. Variety comes from setting and materials, not from surreal styling.
- The result must be physically plausible and believable for the chosen capture medium.

- The digit 1 shape: single vertical stroke, plain.

Hard constraints (must follow):
- Do NOT include any literal digits, printed numbers, text labels, logos, watermarks, UI overlays, or captions.
- Do NOT say "looks like a 1" or "shaped like 1" in the prompt. Describe the scene so the shape is implied naturally.
- The digit must be readable from the main viewpoint (clear gestalt). Avoid ambiguity.
- The digit must be UPRIGHT as the viewer would see it (like on a clock or display). Explicitly specify "upright", "right-side up", or "oriented for normal reading" in the prompt. Do NOT use tilted, rotated, Dutch-angle, or overhead views that make the digit hard to read.
- For digits 6 and 9, specify orientation clearly (e.g., "upright" or "upside-down") so the viewer knows which digit is intended.
- Use a plausible attention anchor: natural colors and materials (e.g., yellow caution tape, orange traffic cone, red cable, rust streak, bright fabric) that make the digit-forming elements stand out. AVOID neon, fluorescent, or artificially saturated colors.
- Make sure sufficient specification is made in the prompt that the image generator will produce the correct digit shape—whether formed by strokes/lines or by discrete objects in the right positions—even without explicitly naming the digit.

Variety requirements (critical):
- You MUST use this exact combination of attributes for your image. Build the entire scene around ALL of these (do not omit any):
Capture Medium: Holga or Diana; Setting: hotel lobby; Lighting: motivated; Camera Quality: medium format; Composition: cropped; Optics: t2.8; Time Of Day: midnight; Atmosphere: polar; Color Treatment: cobalt; Artifacts: wobble; Viewpoint: beyond; Material Context: matte; Era Or Aesthetic: Baroque
- For this image: do NOT use bounce.
- AVOID overused pareidolia aesthetics: underground, endoscope, pipeline, tunnel, sewer, drain, circular vignette, black circular frame, dark void, ring-LED in darkness, perfectly centered subject in void.
- AVOID: vines/roots on walls, cracks in pavement, spilled liquids, abstract patterns, driftwood, seaweed, shadows on flat surfaces.
- Style: use 2–3 subtle, plausible capture attributes (e.g., "overcast daylight, slight lens softness at edges" or "dashcam, natural street lighting"). Real photos have imperfections but they are SUBTLE. Do NOT stack 6–10 exaggerated artifacts (no "sickly" color casts, no heavy chromatic aberration, no aggressive vignetting, no neon false-color).
- Color and lighting: use natural, believable descriptions (overcast daylight, warm tungsten, cool shade, mixed fluorescent). NO "sickly", "aggressive", "neon", "glaring", or artificially saturated language.
- Your style choices must be testable and visual, but grounded in real-world photography.

Process you must follow internally:
1) Brainstorm 4–6 candidate concepts that could imply "1". Consider BOTH: (a) continuous strokes/lines (cable, tape, hose, liquid trail) AND (b) discrete objects arranged in positions (pills on a table, mugs in a row, coins, stones, etc.). Use varied materials and settings.
2) Select the most visually clear concept that would look believable as a real photograph.
3) Pair it with a capture style that a real camera would produce—subtle, plausible, not stylized.

Final prompt output requirements:
- Output ONE image-generator prompt (one paragraph is fine) that includes:
  - The scene and the digit-implying objects (what they are, where they are, how arranged)
  - Explicit statement that the digit is upright/right-side-up for normal viewing
  - Environment/context details (surface, surrounding items, time/weather if relevant)
  - Camera/viewpoint and composition details (avoid tilted or rotated views that obscure the digit)
  - Lighting details (natural, plausible)
  - 2–3 subtle capture/optics attributes (not a long list of exaggerated artifacts)
  - Explicit negative constraints at the end: "no text, no numbers, no logos, no watermark, no UI overlay"
- Add "photorealistic, documentary photograph, real-world lighting" or similar to reinforce believability.
- Keep it generator-friendly: concrete nouns, physical details, minimal abstraction.
- Return ONLY the final image-generator prompt text. No headings, no bullet points, no analysis.


Photorealistic documentary news‑reportage surveillance DVR frame from a fixed pan camera, telephoto compression, bottom‑up viewpoint from just above the wetland waterline looking toward a small raised boardwalk: in the foreground a tan ceramic lantern/jar sits on a low stump with a single candle burning inside (warm amber candlelight), and a long red rubber hose/cable attached near the lantern trails upward and across the scene in one continuous, clean path that forms a clear swan‑neck curve at the top, then bends diagonally down and finishes with a short horizontal tail on the boardwalk planks—arranged naturally so the overall stroke reads upright, right‑side up for normal viewing; background shows reeds and cattails, stormy sky with distant rain curtains, golden hour glow mixing with the candle’s warm light, wet surfaces reflecting softly, asymmetrical composition with the hose shape off‑center and marsh birds faintly blurred in the distance; subtle surveillance artifacts: mild rolling‑shutter warp on moving reeds and slight edge softness, realistic noise/compression, amber color treatment, no stylization. no text, no numbers, no logos, no watermark, no UI overlay.

Critical: The arrangement of objects must form the digit 2 clearly and legibly. No printed text, numbers, signage, or digital overlays. Photorealistic, documentary-style photograph with natural lighting and believable materials.

You are an expert prompt-writer for AI image generators. Create ONE final image-generation prompt that will produce a PHOTOREALISTIC image where the digit "2" (0–9) is strongly implied by real-world objects or natural arrangements, but NOT shown as printed text, signage, typed numbers, digital overlays, or any explicit numeral glyph.

CRITICAL: The output must look like a real photograph—documentary, candid, or snapshot quality. NOT stylized, NOT surreal, NOT AI-art aesthetic. A viewer should believe it could have been taken by a real camera in the real world.

Core concept:
- The digit "2" must emerge via pareidolia: objects in the scene happen to form the digit's shape. The formation can be EITHER continuous (strokes, lines, trails) OR discrete objects arranged in positions.
- For THIS image, use: continuous stroke or line (cable, wire, tape, rope, hose, liquid trail, paint ribbon, etc.)
- Use varied materials and contexts. For strokes: cables, tape, rope, hose, liquid trails, paint ribbons. For discrete objects: pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools, etc. Variety comes from setting and materials, not from surreal styling.
- The result must be physically plausible and believable for the chosen capture medium.

- The digit 2 shape: swan-neck curve at top.

Hard constraints (must follow):
- Do NOT include any literal digits, printed numbers, text labels, logos, watermarks, UI overlays, or captions.
- Do NOT say "looks like a 2" or "shaped like 2" in the prompt. Describe the scene so the shape is implied naturally.
- The digit must be readable from the main viewpoint (clear gestalt). Avoid ambiguity.
- The digit must be UPRIGHT as the viewer would see it (like on a clock or display). Explicitly specify "upright", "right-side up", or "oriented for normal reading" in the prompt. Do NOT use tilted, rotated, Dutch-angle, or overhead views that make the digit hard to read.
- For digits 6 and 9, specify orientation clearly (e.g., "upright" or "upside-down") so the viewer knows which digit is intended.
- Use a plausible attention anchor: natural colors and materials (e.g., yellow caution tape, orange traffic cone, red cable, rust streak, bright fabric) that make the digit-forming elements stand out. AVOID neon, fluorescent, or artificially saturated colors.
- Make sure sufficient specification is made in the prompt that the image generator will produce the correct digit shape—whether formed by strokes/lines or by discrete objects in the right positions—even without explicitly naming the digit.

Variety requirements (critical):
- You MUST use this exact combination of attributes for your image. Build the entire scene around ALL of these (do not omit any):
Capture Medium: surveillance DVR frame; Setting: wetland; Lighting: candlelight; Camera Quality: pan; Composition: asymmetry; Optics: telephoto compression; Time Of Day: golden hour; Atmosphere: stormy; Color Treatment: amber; Artifacts: rolling shutter warp; Viewpoint: bottom-up; Material Context: ceramic; Era Or Aesthetic: news reportage
- For this image: do NOT use split.
- AVOID overused pareidolia aesthetics: underground, endoscope, pipeline, tunnel, sewer, drain, circular vignette, black circular frame, dark void, ring-LED in darkness, perfectly centered subject in void.
- AVOID: vines/roots on walls, cracks in pavement, spilled liquids, abstract patterns, driftwood, seaweed, shadows on flat surfaces.
- Style: use 2–3 subtle, plausible capture attributes (e.g., "overcast daylight, slight lens softness at edges" or "dashcam, natural street lighting"). Real photos have imperfections but they are SUBTLE. Do NOT stack 6–10 exaggerated artifacts (no "sickly" color casts, no heavy chromatic aberration, no aggressive vignetting, no neon false-color).
- Color and lighting: use natural, believable descriptions (overcast daylight, warm tungsten, cool shade, mixed fluorescent). NO "sickly", "aggressive", "neon", "glaring", or artificially saturated language.
- Your style choices must be testable and visual, but grounded in real-world photography.

Process you must follow internally:
1) Brainstorm 4–6 candidate concepts that could imply "2". Consider BOTH: (a) continuous strokes/lines (cable, tape, hose, liquid trail) AND (b) discrete objects arranged in positions (pills on a table, mugs in a row, coins, stones, etc.). Use varied materials and settings.
2) Select the most visually clear concept that would look believable as a real photograph.
3) Pair it with a capture style that a real camera would produce—subtle, plausible, not stylized.

Final prompt output requirements:
- Output ONE image-generator prompt (one paragraph is fine) that includes:
  - The scene and the digit-implying objects (what they are, where they are, how arranged)
  - Explicit statement that the digit is upright/right-side-up for normal viewing
  - Environment/context details (surface, surrounding items, time/weather if relevant)
  - Camera/viewpoint and composition details (avoid tilted or rotated views that obscure the digit)
  - Lighting details (natural, plausible)
  - 2–3 subtle capture/optics attributes (not a long list of exaggerated artifacts)
  - Explicit negative constraints at the end: "no text, no numbers, no logos, no watermark, no UI overlay"
- Add "photorealistic, documentary photograph, real-world lighting" or similar to reinforce believability.
- Keep it generator-friendly: concrete nouns, physical details, minimal abstraction.
- Return ONLY the final image-generator prompt text. No headings, no bullet points, no analysis.


Photorealistic documentary snapshot from a helmet-mounted POV of a skateboarder gliding through a clinic corridor, view directed away down the hall (no Dutch angle), with cool daytime light mixing soft blue window daylight and clinical overhead fluorescents; in the foreground a wheeled IV pole is being pushed ahead and a thick red rubber oxygen hose loops twice in a single continuous stroke, clipped to the pole and then draped onto the opaque pale-linoleum floor so it forms two connected rounded arcs with a short middle join—an unmistakable upright, right-side-up cursive three oriented for normal reading from this viewpoint; surrounding details: off-white walls with Persian geometric tile border near the baseboard, a nurse in scrubs mid-stride as a soft figure in the background, stainless cart and privacy curtain edges, faint rime/frost crystals on the corridor window corners; tetradic but natural color balance (red hose, teal scrubs, warm tan tiles, muted violet signage shapes kept unreadable), subtle mechanical artifacts like minor rolling-shutter wobble and slight motion blur on the floor, double exposure effect showing a faint secondary ghost of the same hallway a fraction offset as if from an in-camera glitch; heliar lens look with gentle edge softness and realistic contrast, solar time of day indicated by cool daylight shafts near windows; no text, no numbers, no logos, no watermark, no UI overlay.

Critical: The arrangement of objects must form the digit 3 clearly and legibly. No printed text, numbers, signage, or digital overlays. Photorealistic, documentary-style photograph with natural lighting and believable materials.

You are an expert prompt-writer for AI image generators. Create ONE final image-generation prompt that will produce a PHOTOREALISTIC image where the digit "3" (0–9) is strongly implied by real-world objects or natural arrangements, but NOT shown as printed text, signage, typed numbers, digital overlays, or any explicit numeral glyph.

CRITICAL: The output must look like a real photograph—documentary, candid, or snapshot quality. NOT stylized, NOT surreal, NOT AI-art aesthetic. A viewer should believe it could have been taken by a real camera in the real world.

Core concept:
- The digit "3" must emerge via pareidolia: objects in the scene happen to form the digit's shape. The formation can be EITHER continuous (strokes, lines, trails) OR discrete objects arranged in positions.
- For THIS image, use: continuous stroke or line (cable, wire, tape, rope, hose, liquid trail, paint ribbon, etc.)
- Use varied materials and contexts. For strokes: cables, tape, rope, hose, liquid trails, paint ribbons. For discrete objects: pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools, etc. Variety comes from setting and materials, not from surreal styling.
- The result must be physically plausible and believable for the chosen capture medium.

- The digit 3 shape: cursive three with connecting stroke.

Hard constraints (must follow):
- Do NOT include any literal digits, printed numbers, text labels, logos, watermarks, UI overlays, or captions.
- Do NOT say "looks like a 3" or "shaped like 3" in the prompt. Describe the scene so the shape is implied naturally.
- The digit must be readable from the main viewpoint (clear gestalt). Avoid ambiguity.
- The digit must be UPRIGHT as the viewer would see it (like on a clock or display). Explicitly specify "upright", "right-side up", or "oriented for normal reading" in the prompt. Do NOT use tilted, rotated, Dutch-angle, or overhead views that make the digit hard to read.
- For digits 6 and 9, specify orientation clearly (e.g., "upright" or "upside-down") so the viewer knows which digit is intended.
- Use a plausible attention anchor: natural colors and materials (e.g., yellow caution tape, orange traffic cone, red cable, rust streak, bright fabric) that make the digit-forming elements stand out. AVOID neon, fluorescent, or artificially saturated colors.
- Make sure sufficient specification is made in the prompt that the image generator will produce the correct digit shape—whether formed by strokes/lines or by discrete objects in the right positions—even without explicitly naming the digit.

Variety requirements (critical):
- You MUST use this exact combination of attributes for your image. Build the entire scene around ALL of these (do not omit any):
Capture Medium: skateboard or helmet POV; Setting: hospital or clinic; Lighting: cool; Camera Quality: double exposure; Composition: figure; Optics: heliar; Time Of Day: solar; Atmosphere: rime; Color Treatment: tetradic; Artifacts: mechanical; Viewpoint: away; Material Context: opaque; Era Or Aesthetic: Persian
- For this image: do NOT use dust particles.
- AVOID overused pareidolia aesthetics: underground, endoscope, pipeline, tunnel, sewer, drain, circular vignette, black circular frame, dark void, ring-LED in darkness, perfectly centered subject in void.
- AVOID: vines/roots on walls, cracks in pavement, spilled liquids, abstract patterns, driftwood, seaweed, shadows on flat surfaces.
- Style: use 2–3 subtle, plausible capture attributes (e.g., "overcast daylight, slight lens softness at edges" or "dashcam, natural street lighting"). Real photos have imperfections but they are SUBTLE. Do NOT stack 6–10 exaggerated artifacts (no "sickly" color casts, no heavy chromatic aberration, no aggressive vignetting, no neon false-color).
- Color and lighting: use natural, believable descriptions (overcast daylight, warm tungsten, cool shade, mixed fluorescent). NO "sickly", "aggressive", "neon", "glaring", or artificially saturated language.
- Your style choices must be testable and visual, but grounded in real-world photography.

Process you must follow internally:
1) Brainstorm 4–6 candidate concepts that could imply "3". Consider BOTH: (a) continuous strokes/lines (cable, tape, hose, liquid trail) AND (b) discrete objects arranged in positions (pills on a table, mugs in a row, coins, stones, etc.). Use varied materials and settings.
2) Select the most visually clear concept that would look believable as a real photograph.
3) Pair it with a capture style that a real camera would produce—subtle, plausible, not stylized.

Final prompt output requirements:
- Output ONE image-generator prompt (one paragraph is fine) that includes:
  - The scene and the digit-implying objects (what they are, where they are, how arranged)
  - Explicit statement that the digit is upright/right-side-up for normal viewing
  - Environment/context details (surface, surrounding items, time/weather if relevant)
  - Camera/viewpoint and composition details (avoid tilted or rotated views that obscure the digit)
  - Lighting details (natural, plausible)
  - 2–3 subtle capture/optics attributes (not a long list of exaggerated artifacts)
  - Explicit negative constraints at the end: "no text, no numbers, no logos, no watermark, no UI overlay"
- Add "photorealistic, documentary photograph, real-world lighting" or similar to reinforce believability.
- Keep it generator-friendly: concrete nouns, physical details, minimal abstraction.
- Return ONLY the final image-generator prompt text. No headings, no bullet points, no analysis.


Photorealistic documentary dermatoscope photograph inside a Middle Eastern–styled printing press room used for entertainment event posters: a workbench beside a large offset press, with ink rollers and metal tools in the background, flat even overhead shop lighting and a calm radiative heat-haze in the air; in the foreground, a single red rubber air hose has been casually laid on the pale work surface so it forms one continuous, clearly readable closed-top “4” with a triangular enclosed top, a straight vertical downstroke, a firm crossbar, and a straight diagonal connecting up to the apex—clean, physically plausible bends, no kinks, no spill marks—upright and right-side up for normal reading from the main viewpoint; viewpoint from the right at bench height (not overhead, no tilt), medium close-up with a ratio-style composition that leaves contextual press machinery visible; sage-tinted color treatment with subtle sensor banding and slight rolling-shutter skew on a nearby moving roller, multiply-captured camera feel; sharp focus on the hose, gentle falloff to background, natural materials and colors. no text, no numbers, no logos, no watermark, no UI overlay.

Critical: The arrangement of objects must form the digit 4 clearly and legibly. No printed text, numbers, signage, or digital overlays. Photorealistic, documentary-style photograph with natural lighting and believable materials. The digit 4 specifically needs: a vertical element on the right, a horizontal element across the top, and a diagonal from the upper-left meeting the vertical. Sharp, clean angles (whether strokes or discrete objects).

You are an expert prompt-writer for AI image generators. Create ONE final image-generation prompt that will produce a PHOTOREALISTIC image where the digit "4" (0–9) is strongly implied by real-world objects or natural arrangements, but NOT shown as printed text, signage, typed numbers, digital overlays, or any explicit numeral glyph.

CRITICAL: The output must look like a real photograph—documentary, candid, or snapshot quality. NOT stylized, NOT surreal, NOT AI-art aesthetic. A viewer should believe it could have been taken by a real camera in the real world.

Core concept:
- The digit "4" must emerge via pareidolia: objects in the scene happen to form the digit's shape. The formation can be EITHER continuous (strokes, lines, trails) OR discrete objects arranged in positions.
- For THIS image, use: continuous stroke or line (cable, wire, tape, rope, hose, liquid trail, paint ribbon, etc.)
- Use varied materials and contexts. For strokes: cables, tape, rope, hose, liquid trails, paint ribbons. For discrete objects: pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools, etc. Variety comes from setting and materials, not from surreal styling.
- The result must be physically plausible and believable for the chosen capture medium.

- The digit 4 shape: closed-top: with triangular closed top.

Hard constraints (must follow):
- Do NOT include any literal digits, printed numbers, text labels, logos, watermarks, UI overlays, or captions.
- Do NOT say "looks like a 4" or "shaped like 4" in the prompt. Describe the scene so the shape is implied naturally.
- The digit must be readable from the main viewpoint (clear gestalt). Avoid ambiguity.
- The digit must be UPRIGHT as the viewer would see it (like on a clock or display). Explicitly specify "upright", "right-side up", or "oriented for normal reading" in the prompt. Do NOT use tilted, rotated, Dutch-angle, or overhead views that make the digit hard to read.
- For digits 6 and 9, specify orientation clearly (e.g., "upright" or "upside-down") so the viewer knows which digit is intended.
- Use a plausible attention anchor: natural colors and materials (e.g., yellow caution tape, orange traffic cone, red cable, rust streak, bright fabric) that make the digit-forming elements stand out. AVOID neon, fluorescent, or artificially saturated colors.
- Make sure sufficient specification is made in the prompt that the image generator will produce the correct digit shape—whether formed by strokes/lines or by discrete objects in the right positions—even without explicitly naming the digit.

Variety requirements (critical):
- You MUST use this exact combination of attributes for your image. Build the entire scene around ALL of these (do not omit any):
Capture Medium: dermatoscope; Setting: printing press room; Lighting: flat; Camera Quality: multiply; Composition: ratio; Optics: rolling shutter; Time Of Day: full; Atmosphere: radiative; Color Treatment: sage; Artifacts: banding; Viewpoint: right; Material Context: entertainment; Era Or Aesthetic: Middle Eastern
- For this image: do NOT use bounce.
- AVOID overused pareidolia aesthetics: underground, endoscope, pipeline, tunnel, sewer, drain, circular vignette, black circular frame, dark void, ring-LED in darkness, perfectly centered subject in void.
- AVOID: vines/roots on walls, cracks in pavement, spilled liquids, abstract patterns, driftwood, seaweed, shadows on flat surfaces.
- Style: use 2–3 subtle, plausible capture attributes (e.g., "overcast daylight, slight lens softness at edges" or "dashcam, natural street lighting"). Real photos have imperfections but they are SUBTLE. Do NOT stack 6–10 exaggerated artifacts (no "sickly" color casts, no heavy chromatic aberration, no aggressive vignetting, no neon false-color).
- Color and lighting: use natural, believable descriptions (overcast daylight, warm tungsten, cool shade, mixed fluorescent). NO "sickly", "aggressive", "neon", "glaring", or artificially saturated language.
- Your style choices must be testable and visual, but grounded in real-world photography.

Process you must follow internally:
1) Brainstorm 4–6 candidate concepts that could imply "4". Consider BOTH: (a) continuous strokes/lines (cable, tape, hose, liquid trail) AND (b) discrete objects arranged in positions (pills on a table, mugs in a row, coins, stones, etc.). Use varied materials and settings.
2) Select the most visually clear concept that would look believable as a real photograph.
3) Pair it with a capture style that a real camera would produce—subtle, plausible, not stylized.

Final prompt output requirements:
- Output ONE image-generator prompt (one paragraph is fine) that includes:
  - The scene and the digit-implying objects (what they are, where they are, how arranged)
  - Explicit statement that the digit is upright/right-side-up for normal viewing
  - Environment/context details (surface, surrounding items, time/weather if relevant)
  - Camera/viewpoint and composition details (avoid tilted or rotated views that obscure the digit)
  - Lighting details (natural, plausible)
  - 2–3 subtle capture/optics attributes (not a long list of exaggerated artifacts)
  - Explicit negative constraints at the end: "no text, no numbers, no logos, no watermark, no UI overlay"
- Add "photorealistic, documentary photograph, real-world lighting" or similar to reinforce believability.
- Keep it generator-friendly: concrete nouns, physical details, minimal abstraction.
- Return ONLY the final image-generator prompt text. No headings, no bullet points, no analysis.