Photorealistic documentary snapshot in an ancient-style steam room/sauna (stone walls, weathered cedar benches, bronze bucket and ladle), seen from across the room at eye level, full composition, right-side up oriented for normal reading: a single continuous length of warm, ember-like *emissive* rope (like a smoldering-looking sauna-heater cord or heated fiber rope) has been casually laid on the wooden slat floor so it forms one clear loop at the top with a straight stem dropping down the left side, creating a clean upright numeral-like gestalt; the rope’s glow is gentle and physically plausible, reflecting softly on damp wood. Golden hour light leaks in through a small frosted window, mixing with tungsten incandescent bulbs to create warm highlights; thin frost crystals cling near the window frame and a faint frosty haze hangs in the air despite the steam room context. Subtle magenta-tinted color treatment as if from an aged disposable camera lab scan, slight lens flare from the tungsten bulb, mild sensor speckling, CR2 scan look, natural imperfections, no dutch angle, no overhead view. 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. 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 "9" (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 "9" must emerge via pareidolia: objects in the scene happen to form the digit's shape.
- For this image you MUST use: continuous stroke or line (cable, wire, tape, rope, hose, liquid trail, paint ribbon, etc.)
- Use varied materials and contexts appropriate to that formation type. 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 9 shape: loop at top, stem down left.

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 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, 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: disposable camera; Setting: sauna or steam room; Lighting: tungsten incandescent; Camera Quality: CR2; Composition: full; Optics: lens flare; Time Of Day: golden hour; Atmosphere: frost; Color Treatment: magenta; Artifacts: sensor; Viewpoint: across; Material Context: emissive; Era Or Aesthetic: Ancient
- For this image: do NOT use hair.
- 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 "9" using the required formation type (continuous stroke or line (cable, wire, tape, rope, hose, liquid trail, paint ribbon, 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 webcam capture in a small product studio set dressed like a construction workbench: a scuffed plywood tabletop with a few matte metal clamps, a utility knife, and scattered cable ties. Center stage, a thick red extension cable has been casually laid into a clean closed loop with its tail tucked under so it reads upright and right-side up for normal reading; inside the loop, a small circular metal washer sits precisely centered to create the inner dot. The cable and washer are the only strong color accents against the low-key rich scene; keep everything physically plausible, slightly imperfect, not too symmetrical. Filtered softbox lighting through a diffusion scrim, moody but natural, with gentle falloff and soft reflections on the cable jacket. “Quiet” time-of-day feel (no people, still air), but a microburst effect visible through the studio’s open loading-door area in the distant background: wind-driven rain mist and a few airborne droplets caught in shallow focus, not dominating the scene. Square viewpoint, straight-on at tabletop height (not overhead, no dutch angle), using an extreme 600mm telephoto look that compresses perspective and blurs the background; composition uses closure so the viewer completes the loop shape even with slight overlaps from clamps near the edge. Subtle webcam artifacts: faint snow/static and mild edge softness, otherwise realistic. 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.
- For this image you MUST use: continuous stroke: cable, wire, tape, rope, hose, liquid trail, or paint ribbon
- Use varied materials and contexts appropriate to that formation type. 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: zero with dot in center (Scandinavian).

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, 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: webcam; Setting: product studio; Lighting: filtered; Camera Quality: multiply; Composition: closure; Optics: 600mm; Time Of Day: quiet; Atmosphere: microburst; Color Treatment: low key rich; Artifacts: snow; Viewpoint: square; Material Context: construction; Era Or Aesthetic: conceptual
- For this image: do NOT use water surface.
- 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" using the required formation type (continuous stroke: cable, wire, tape, rope, hose, liquid trail, or paint ribbon). 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 photograph captured on a prosumer DSLR (fast prime lens, shallow depth of field, slight edge softness) of the underside of a Thai military-style overpass in the wee hours, transparent air after a light night breeze, terracotta-toned concrete and dust; from behind and at a low angle looking forward along a narrow pedestrian maintenance ledge beside the bridge rail. In the foreground on the gritty concrete, 7 discrete objects of mixed types are casually left but clearly aligned into a single tall vertical stroke with no base or serifs, oriented upright and right-side up for normal reading: four olive-drab rifle magazines stacked end-to-end with small gaps, a tan combat glove set directly above them, and two brass spent casings placed above the glove to extend the straight line; surrounding debris is minimal so the arrangement reads clearly at a glance. Dappled lighting from spaced streetlights above filters through rail slats, creating broken patches of warm light and soft shadow across the objects; background shows out-of-focus bridge structure and a faint suggestion of city lights beyond. Include subtle photocopier artifacts as if the photo was later copied: mild paper grain texture and a few light vertical banding marks, but still realistic. 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.
- For this image you MUST use: discrete objects: 5–8 objects, mixed types (2–3 kinds, e.g. pills and coins, or mugs and fruit), varied (some tight, some loose); e.g. pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools; AVOID cables, wires, rope, hose, tape, liquid trails
- Use varied materials and contexts appropriate to that formation type. 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: tall vertical, no serifs.

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, 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: photocopier; Setting: bridge or overpass; Lighting: dappled; Camera Quality: prosumer DSLR; Composition: low angle; Optics: fast; Time Of Day: wee hours; Atmosphere: transparent; Color Treatment: terracotta; Artifacts: beat; Viewpoint: from behind; Material Context: military; Era Or Aesthetic: Thai
- For this image: do NOT use ring flash in dark void.
- 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" using the required formation type (discrete objects: 5–8 objects, mixed types (2–3 kinds, e.g. pills and coins, or mugs and fruit), varied (some tight, some loose); e.g. pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools; AVOID cables, wires, rope, hose, tape, liquid trails). 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 photograph captured via an overhead projector used as an improvised “micro camera,” looking through its projection lens at close range inside a Scandinavian concrete dam service corridor; on a damp, gritty hard concrete ledge sit four small river stones of the same type (dark gray with wet highlights) tightly clustered and deliberately placed into a clear angular zigzag stroke with a short base so the overall silhouette reads as an upright, right-side-up numeral for normal reading; the stones are the only bright attention anchor, each catching a natural pale glint from midnight-sun light leaking through a high slit while a storm outside throws a distant lightning flash that adds a brief cool specular sheen; upslope fog creeps in from an open maintenance doorway, softening the background spillway railings; heterochromatic color treatment with subtly different cool blues in the fog and warmer concrete tones, but natural and believable; gauss optics feel with gentle edge softness and realistic depth of field; composition by exclusion with mostly empty concrete space around the stone cluster; viewpoint rotated slightly by the projector’s internal optical path while the stone figure remains upright and legible; a faint fingerprint smear on the lens visible as a soft hazy patch off to one side. 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.
- For this image you MUST use: discrete objects: 3–5 objects, single type (e.g. all coins, all pills, all mugs), tightly clustered; e.g. pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools; AVOID cables, wires, rope, hose, tape, liquid trails
- Use varied materials and contexts appropriate to that formation type. 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: angular two.

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, 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: overhead projector; Setting: dam; Lighting: lightning or storm; Camera Quality: micro; Composition: exclusion; Optics: gauss; Time Of Day: midnight sun; Atmosphere: upslope fog; Color Treatment: heterochromatic; Artifacts: fingerprint on lens; Viewpoint: rotated; Material Context: hard; Era Or Aesthetic: Scandinavian
- For this image: do NOT use ring flash in dark void.
- 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" using the required formation type (discrete objects: 3–5 objects, single type (e.g. all coins, all pills, all mugs), tightly clustered; e.g. pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools; AVOID cables, wires, rope, hose, tape, liquid trails). 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 inside a Brazilian city bus at a stop during polar day, with cool moonlit light spilling through the frosted windows and a soft pink color treatment from the film; on the worn, absorptive rubber aisle floor between two seat rows, seven cruzeiro-style coins (all the same kind, dull brass tones) have been dropped and now lie loosely spaced in two stacked outward curves that read clearly as a rounded double-curve figure when viewed straight-on; ensure the arrangement is upright, right-side up, oriented for normal reading from the main viewpoint; composition is directional along the aisle with a parallel viewpoint (camera held level, no tilt, no overhead), shallow bus interior details (seat fabric, handrails) in the background; film point-and-shoot look with QVGA low-resolution feel, subtle sagittal edge softness and light aliasing on coin edges, slight film grain, visible breath-cold frost atmosphere. 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.
- For this image you MUST use: discrete objects: 5–8 objects, single type (e.g. all coins, all pills, all mugs), loosely spaced; e.g. pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools; AVOID cables, wires, rope, hose, tape, liquid trails
- Use varied materials and contexts appropriate to that formation type. 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: rounded double-curve.

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, 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: film point-and-shoot; Setting: bus or transit interior; Lighting: moonlit; Camera Quality: QVGA; Composition: direction; Optics: sagittal; Time Of Day: polar day; Atmosphere: frost; Color Treatment: pink; Artifacts: aliasing; Viewpoint: parallel; Material Context: absorptive; Era Or Aesthetic: Brazilian
- For this image: do NOT use single object on plain surface.
- 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" using the required formation type (discrete objects: 5–8 objects, single type (e.g. all coins, all pills, all mugs), loosely spaced; e.g. pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools; AVOID cables, wires, rope, hose, tape, liquid trails). 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 small toy/novelty camera, forensic/evidence aesthetic at a new concrete loading dock: in the foreground on a clean rubber dock mat, four discrete items form a clear open-top digit silhouette oriented upright/right-side up for normal reading—(1) a tall orange traffic cone placed as the right vertical stroke, (2) a straight pale wood paint stir stick laid leftward from near the top of the cone as the top horizontal bar, (3) a slim metal box cutter placed diagonally from the upper-left down toward the cone meeting at mid-height to create the diagonal stroke, and (4) a small blue work glove resting just below to subtly reinforce the meeting point without breaking the open top; the items are separate and slightly imperfectly spaced (some touching, some with small gaps) but the overall figure is immediately readable. Layered depth composition looking from eye level a few steps back (not overhead), with midground showing stacked unopened cardboard pallets and a closed roll-up door, background soft and slightly hazy; continuous daylight lighting during solar daytime with gentle veiling flare from the bright dock opening and a few pet-dander specks visible in the light beam. News-broadcast camera feel with mild aliasing on hard edges and natural “forest” color treatment (cool greens in distant shrubs beyond the dock, otherwise neutral concrete tones). 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.
- For this image you MUST use: discrete objects: 3–5 objects, mixed types (2–3 kinds, e.g. pills and coins, or mugs and fruit), varied (some tight, some loose); e.g. pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools; AVOID cables, wires, rope, hose, tape, liquid trails
- Use varied materials and contexts appropriate to that formation type. 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: open-top: vertical stroke on right, horizontal bar across top, diagonal from upper-left.

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, 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: toy or novelty camera; Setting: loading dock; Lighting: continuous; Camera Quality: news broadcast; Composition: layered depth; Optics: veiling; Time Of Day: solar; Atmosphere: pet dander in light; Color Treatment: forest; Artifacts: aliasing; Viewpoint: from; Material Context: new; Era Or Aesthetic: forensic or evidence
- For this image: do NOT use security cam green tint.
- 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" using the required formation type (discrete objects: 3–5 objects, mixed types (2–3 kinds, e.g. pills and coins, or mugs and fruit), varied (some tight, some loose); e.g. pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools; AVOID cables, wires, rope, hose, tape, liquid trails). 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 small quadcopter gimbal hovering just outside a home office window, looking straight into a tall bookshelf during early-morning commute time; the viewpoint is level and AFTER a brief disturbance (a drawer recently slid shut, a few items slightly out of place), and the digit is upright, right-side up for normal reading. On the damp, wet-finished wooden side panel of the bookshelf, a single continuous gouged groove (fresh scrape through the finish) forms a crisp angular path: short top horizontal stroke, a hard corner into a vertical drop, then a tight rightward middle bar, then a diagonal/vertical kink into a longer bottom horizontal—one unbroken carved line that reads clearly as an angular “5” when viewed head-on. The groove is darker from moisture and catches light along its edges, making it stand out against the wood; nearby are ordinary books, a ceramic mug, and a small metal bookend, all realistic scale and focus. Lighting is plausible indoor mixed light with a slightly flickering fluorescent desk lamp reflected softly in the wet finish, and a cool morning ambient from the window; subtle violet color treatment in the overall white balance (not surreal). Composition is radial: the surrounding spines and shelf edges subtly lead the eye inward toward the groove on the side panel, without perfect centering. Optics show mild barrel distortion at the frame edges and gentle halation around small highlights on the wet wood and lamp reflections; overall texture slightly harsh and flat like a low-end photocopier scan aesthetic applied to a real photo (still believable). Constructed, realistic interior materials, faint rime visible as a thin icy crust along the exterior window edge and a few chilled spots on the glass. 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. 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 "5" (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 "5" must emerge via pareidolia: objects in the scene happen to form the digit's shape.
- For this image you MUST use: continuous stroke: shadow, crack, groove, or similar (e.g. shadow on wall, crack in pavement, groove in wood)
- Use varied materials and contexts appropriate to that formation type. 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 5 shape: angular five.

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 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, 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: quadcopter gimbal; Setting: bookshelf; Lighting: flickering; Camera Quality: photocopier; Composition: radial; Optics: barrel distortion; Time Of Day: commute; Atmosphere: rime; Color Treatment: violet; Artifacts: halation; Viewpoint: after; Material Context: wet; Era Or Aesthetic: constructed
- For this image: do NOT use grass close-up.
- 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 "5" using the required formation type (continuous stroke: shadow, crack, groove, or similar (e.g. shadow on wall, crack in pavement, groove in wood)). 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 large‑format documentary photograph in a North American canal district: a weathered fibrous burlap tarp draped over a metal maintenance railing beside the canal has a single continuous folded crease that loops into a closed bowl and then rises into a straight vertical stem, forming an upright, right‑side‑up digit silhouette readable in normal orientation; the fold is naturally created by how the tarp is caught on the railing, with the crease highlighted by backlit mid‑morning sun so the tarp edge and fold read as a dark silhouette against bright water reflections, while the canal recedes into depth with a few moored utility boats and concrete embankments softly out of focus. Camera viewpoint is perpendicular to the railing (straight-on, no tilt, no overhead), composed with strong depth and leading lines along the canal; subtle lens ghosting from the sun angle and mild motion blur in distant rippling water and a passing bird, rec2020 color, square crop, a thin white jet stream visible high in the pale sky. Natural colors and materials (tan burlap, dull galvanized metal, greenish canal water), realistic imperfections and slight edge softness. no text, no numbers, no logos, no watermark, no UI overlay

Critical: The arrangement of objects must form the digit 6 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 "6" (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 "6" must emerge via pareidolia: objects in the scene happen to form the digit's shape.
- For this image you MUST use: continuous stroke: folded fabric, paper crease, bent metal sheet, rust streak, or paint line—NOT cables, wires, rope, or hose
- Use varied materials and contexts appropriate to that formation type. 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 6 shape: straight stem rather than curled ascender.

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 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, 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: large format; Setting: canal; Lighting: backlit or silhouette; Camera Quality: rec2020; Composition: depth; Optics: ghosting; Time Of Day: mid-morning; Atmosphere: jet stream; Color Treatment: square; Artifacts: motion blur; Viewpoint: perpendicular; Material Context: fibrous; Era Or Aesthetic: North American
- For this image: do NOT use key.
- 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 "6" using the required formation type (continuous stroke: folded fabric, paper crease, bent metal sheet, rust streak, or paint line—NOT cables, wires, rope, or hose). 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 photo shot from within a clear underwater housing held just above the wet edge of a rustic outdoor race track at early dawn, clear atmosphere; a shallow puddle in the pit lane reflects warm string lights hung along a rough wooden paddock rail. On the damp asphalt right in front of the lens, 10 loose racing lug nuts (all the same type of object, dull steel with a few slightly rust-stained) lie naturally but distinctly arranged into a crisp upright right-side-up figure: a straight top horizontal row of 4 lug nuts, a diagonal descending stroke made from 4 lug nuts, and a clear middle crossbar across the diagonal made from 2 lug nuts, leaving small gaps so each nut is discrete yet the overall glyph reads cleanly from this normal viewing angle. Low-angle composition with the nuts dominating the foreground, background softly out of focus with rustic boards and faint track markings that do not form any symbols; a subtle magenta-tinted color treatment like a mild film push, plus slight VHS tracking noise near the bottom edge while still looking like a real captured frame; optics t/2.8 with natural shallow depth of field. Lighting is mixed cool early ambient plus warm string-light highlights glinting off metal and water, no condensation on glass, no surreal elements. no text, no numbers, no logos, no watermark, no UI overlay

Critical: The arrangement of objects must form the digit 7 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 "7" (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 "7" must emerge via pareidolia: objects in the scene happen to form the digit's shape.
- For this image you MUST use: discrete objects: 8–12 objects, single type (e.g. all coins, all pills, all mugs), varied (some tight, some loose); e.g. pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools; AVOID cables, wires, rope, hose, tape, liquid trails
- Use varied materials and contexts appropriate to that formation type. 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 7 shape: with crossbar through middle (European).

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 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, 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: underwater housing; Setting: race track; Lighting: string lights; Camera Quality: RAF; Composition: low angle; Optics: t2.8; Time Of Day: early; Atmosphere: clear; Color Treatment: magenta; Artifacts: VHS tracking; Viewpoint: within; Material Context: gas; Era Or Aesthetic: Rustic
- For this image: do NOT use condensation on glass.
- 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 "7" using the required formation type (discrete objects: 8–12 objects, single type (e.g. all coins, all pills, all mugs), varied (some tight, some loose); e.g. pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools; AVOID cables, wires, rope, hose, tape, liquid trails). 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 photograph seen through binoculars (soft oval edge falloff from the binocular view, but no black circular frame), close viewpoint from a passenger’s eye level on a rough ferry deck after sunset; in the foreground a heavy canvas tarpaulin lies on a wooden pallet, and a single continuous crease/fold line runs across the tarp in a clean two-loop figure (one loop above the other, touching at the narrow waist), oriented upright and right-side up for normal reading; the fold is highlighted by a nearby underwater pool-style safety light mounted along the ferry’s side (cool cyan spill with a secondary warm amber deck light mixing in), creating a noir, high-contrast look with triadic color balance (cyan light on tarp, warm amber reflections on wet deck paint, muted red life ring off to the side for a third accent); fine dust in the air catches the light near the railing, slight motion blur from the ferry’s vibration, shot raw on a 250mm telephoto as if zooming in through binoculars; keep surrounding details plausible (cleats, chipped paint, coiled straps lying flat, sea in the background), no metal grating visible, no tilted/Dutch angle, the two-loop fold line must read clearly as an upright continuous-stroke figure. 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. 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 "8" (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 "8" must emerge via pareidolia: objects in the scene happen to form the digit's shape.
- For this image you MUST use: continuous stroke: folded fabric, paper crease, bent metal sheet, rust streak, or paint line—NOT cables, wires, rope, or hose
- Use varied materials and contexts appropriate to that formation type. 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 8 shape: single continuous lemniscate motion.

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 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, 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: binoculars view; Setting: ferry deck; Lighting: aquarium or colored pool light; Camera Quality: raw; Composition: ratio; Optics: 250mm; Time Of Day: post-sunset; Atmosphere: dust; Color Treatment: triadic; Artifacts: blur; Viewpoint: close; Material Context: rough; Era Or Aesthetic: noir or high contrast
- For this image: do NOT use metal grating.
- 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 "8" using the required formation type (continuous stroke: folded fabric, paper crease, bent metal sheet, rust streak, or paint line—NOT cables, wires, rope, or hose). 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 drone photograph (as if shot from a small toy/novelty camera mounted on a drone), front viewpoint and centered composition on the lunar surface at on-time midday: in the foreground a piece of gray astronaut fabric lies on the regolith, its stitched seam pressed into the dust creating a continuous shallow groove that forms a clean loop at the top and a stem dropping down the left, oriented upright and right-side up for normal reading; the groove edge catches fine lunar dust and the opposite edge holds a thin dark shadow in the indentation, making the stroke clearly legible without any printed markings. Nearby, a crumpled strap and a small patch of woven fabric provide a natural attention anchor in muted off-white and safety-orange tones, physically plausible and slightly dusty, while the background shows low ridges and scattered rocks softly out of focus. Static, natural sunlight with soft bounce from the pale ground (not a single-source void), subtle tintype-style toning with gentle chemical bleed at the edges and a few circular bokeh balls from the small lens, slight edge softness and mild film grain consistent with a cheap camera sensor; 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. 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 "9" (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 "9" must emerge via pareidolia: objects in the scene happen to form the digit's shape.
- For this image you MUST use: continuous stroke: shadow, crack, groove, or similar (e.g. shadow on wall, crack in pavement, groove in wood)
- Use varied materials and contexts appropriate to that formation type. 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 9 shape: loop at top, stem down left.

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 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, 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: toy or novelty camera; Setting: lunar surface; Lighting: static; Camera Quality: drone; Composition: centered; Optics: bokeh balls; Time Of Day: on time; Atmosphere: condensation; Color Treatment: tintype; Artifacts: bleed; Viewpoint: front; Material Context: fabric; Era Or Aesthetic: narrative
- For this image: do NOT use single light source void.
- 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 "9" using the required formation type (continuous stroke: shadow, crack, groove, or similar (e.g. shadow on wall, crack in pavement, groove in wood)). 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.