Photorealistic documentary snapshot of a late‑night loading dock in arctic cold, faint frost haze in the air, Victorian industrial vibe with aged riveted metal doors and a weathered wooden crate; warm string lights hang above and cast soft pools of light. In the foreground, on the crate, small agricultural seed packets have been opened and a careful arrangement of pale tan dried beans and a few darker red beans forms a clear, right‑side‑up script-style figure with an extended top stem (upright, oriented for normal reading): a short top bar of beans, a vertical stem dropping down the left, a rounded belly made from a tight curve of beans, and a short lower stroke—discrete objects with clean spacing so the overall glyph reads instantly. Composition is triangular: the bean figure on the crate is the base anchor, with a stack of burlap sacks and a hand truck receding to the right and the string lights converging above as the apex. Viewpoint is sideways/oblique from waist height (three‑quarter side view of the crate surface, not overhead), keeping the bean figure fully visible and upright. Subtle “photocopier” capture feel: slightly flattened tonal range, mild banding/roller streak texture in the background highlights, and crisp-edged shadows like a strong scan lamp, while still looking like a real JPEG photo; optics feel green-tinted (a faint green cast in the shadows and reflections, not neon), overall cream color treatment. Include small mechanical details (dock leveler hardware, metal hinges, pallet jack wheel) and light condensation on surfaces. No high-contrast noir. 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. 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 5 shape: script five with extended stem (Taiwan style).

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—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: photocopier; Setting: loading dock; Lighting: string lights; Camera Quality: JPEG; Composition: triangular; Optics: green; Time Of Day: late night; Atmosphere: arctic; Color Treatment: cream; Artifacts: mechanical; Viewpoint: sideways; Material Context: agricultural; Era Or Aesthetic: Victorian
- For this image: do NOT use high contrast noir.
- 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". 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 ambrotype-style time-lapse frame on a Brazilian subway platform, captured from a true top-down viewpoint but composed with a slight three-quarter side perspective (edge of the platform and track direction visible), right-side up for normal reading: on a dry, dusty, arid concrete patch near a metal bench, a cluster of small mixed coins (brass and silver) has been deliberately laid out as discrete objects to form a clear upright loop with a smaller inward curl/tail at the lower right, reading unmistakably as an upright six; a few stray coins lie naturally nearby but do not break the shape, and a folded crimson fabric tote sits off to the side as an attention anchor while still realistic; late-morning “planting” time-of-day feel (bright sun outside the station openings) with a single on-camera flash/strobe popping the coins and casting crisp short shadows; subtle lens flare from a strong light source down the platform, slight edge softness typical of an old ambrotype plate, faint repeating pattern artifacts from the time-lapse frame capture; airy station atmosphere with a shallow trough-like drainage channel running parallel to the platform edge in the background, but nothing obscuring the scene; no Dutch angle, the coin formation is upright and easy to read. 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. 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 6 shape: upright six, distinct from nine.

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—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: subway platform; Lighting: flash or strobe; Camera Quality: ambrotype; Composition: side angle or three-quarter; Optics: flare; Time Of Day: planting; Atmosphere: trough; Color Treatment: crimson; Artifacts: pattern; Viewpoint: top-down; Material Context: arid; Era Or Aesthetic: Brazilian
- For this image: do NOT use steam or smoke obscuring.
- 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". 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 nest/ring doorbell snapshot from an oblique viewpoint beside a backyard swimming pool in the morning: on the wet, iridescent pool deck (thin rainbow sheen from stage-show bubble solution residue), a single length of bright red rubber pool vacuum hose lies naturally but clearly arranged into a crisp upright right-side-up “7” with a small serif-like short horizontal nub at the upper left of the top bar, then a long top stroke and a straight descending diagonal; the hose surface catches warm lantern light from a portable stage lantern on a stand near a few black road cases and coiled extension cords, with faint exhaust fumes drifting through the background from a small generator at the far edge of the patio; include a scale reference like a pool skimmer net and a traffic cone off to the side, keeping the hose “7” the obvious focal anchor with color-pop emphasis against muted stone pavers; realistic doorbell-camera look in sRGB, slight longitudinal chromatic aberration on highlights, subtle rolling-shutter warp on the moving fumes only, natural documentary imperfections, no Dutch angle, no overhead view, no stylization. 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. 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 7 shape: serif at 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 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—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: nest or ring doorbell; Setting: swimming pool; Lighting: lantern; Camera Quality: sRGB; Composition: scale; Optics: longitudinal; Time Of Day: morning; Atmosphere: exhaust or exhaust fumes; Color Treatment: color pop; Artifacts: rolling shutter warp; Viewpoint: oblique; Material Context: iridescent; Era Or Aesthetic: stage
- For this image: do NOT use rock formation.
- 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". 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 photo of a disassembled hotel lobby check‑in area under warm floodlight, with a single matte red extension cable on the polished opalescent turquoise floor forming one continuous two-loop figure (tight upper loop, larger lower loop, crossing at the center) oriented upright and right-side up for normal reading; the cable’s plug and socket rest naturally near the lower right edge as if maintenance just paused, with scattered disassembled stanchion parts, a tool pouch, and a rolled carpet pad nearby, all physically plausible and candid. Diagonal viewpoint from standing height (not overhead, no Dutch angle), geometric composition using the lobby’s grid floor seams and straight counter edges framing the loops clearly; irregular time-of-day feel with mixed ambient lobby light and a work floodlight creating soft shadows. Capture look: H.264 compression texture and mild blockiness in darker areas, subtle Petzval-style edge softness/curvature, slight optical artifacts/ghosting from the floodlight; faint upslope fog drifting in from the glass entry doors, giving a light haze without obscuring the cable. Scanning electron microscope aesthetic interpreted as extremely crisp micro-contrast and fine surface detail on the cable jacket and floor finish while still reading as a real lobby photograph (no false-color, no lab UI). 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. 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 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—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: scanning electron microscope; Setting: hotel lobby; Lighting: floodlight; Camera Quality: H.264; Composition: geometric; Optics: petzval; Time Of Day: irregular; Atmosphere: upslope fog; Color Treatment: turquoise; Artifacts: optical; Viewpoint: diagonal; Material Context: opalescent; Era Or Aesthetic: disassembled
- For this image: do NOT use bark texture.
- 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". 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 instant-camera documentary photo on a quiet rural farmyard in midmorning, mostly clear sky, shot from a plumb, straight-on viewpoint (camera level and not tilted) toward a weathered wooden workbench set beside a barn; on the absorptive, matte burlap sack covering the bench, dozens of small mixed nuts and bolts plus a few rusted washers are deliberately placed as discrete objects to form a clean, right-side-up figure with a closed loop at the top and a short downward tail on the lower right, oriented for normal reading (upright), clearly readable from the main viewpoint; surrounding context stays minimal Bauhaus/minimalist—only a plain metal tray, a simple enamel mug, and a folded off-white shop rag—leaving strong contrast between the dark hardware and the warm brown surface; flickering light effect from a nearby aging fluorescent shop lamp under the barn eave mixing with natural daylight, creating subtle intermittent brightness shifts and crisp shadows without looking artificial; “chocolate” color treatment as a gentle warm-brown bias typical of instant film, Adobe RGB color, slight instant-film artifacting (fine grain and minor corner softness), sapphire optics impression (cool, clean micro-contrast in highlights) while staying believable and candid. 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. 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 9 shape: upright nine, distinct from six.

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—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: instant camera; Setting: farm or rural; Lighting: flickering; Camera Quality: Adobe RGB; Composition: contrast; Optics: sapphire; Time Of Day: midmorning; Atmosphere: mostly clear; Color Treatment: chocolate; Artifacts: artifact; Viewpoint: plumb; Material Context: absorptive; Era Or Aesthetic: Bauhaus or minimalist
- For this image: do NOT use Rembrandt.
- 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". 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 photograph on 1990s film point-and-shoot: in a foggy junkyard/salvage yard during planting season morning, scattered light filtering through thick mist reveals a loose coil of red rubber industrial air hose dropped on muddy gravel between stacked scrap car doors and an engine block; the hose naturally lies in one clean elliptical loop with the two ends close together but not touching, forming a clear upright, right-side-up oval gestalt oriented for normal reading from the camera’s viewpoint; small puddles and damp weeds around the coil, background fades into fog with faint silhouettes of cranes and heaps of metal. Camera is at a low, angled standing viewpoint (not overhead), framing with closure so surrounding scrap edges partially encircle and point toward the loop, making the hose loop the attention anchor; news-broadcast feel with slight on-camera flash fill through fog, subtle motion/light streak from a passing tow truck headlight in the distant background, and gentle green-tinted optics from the lens; daguerreotype-like monochrome toning with muted natural reds still visible in the hose, fine film grain and slight edge softness. No printed digits or signage anywhere; 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 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 0 shape: elliptical zero.

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: film point-and-shoot; Setting: junkyard or salvage; Lighting: scattered; Camera Quality: news broadcast; Composition: closure; Optics: green; Time Of Day: planting; Atmosphere: thick fog; Color Treatment: daguerreotype; Artifacts: light streak; Viewpoint: angled; Material Context: loose; Era Or Aesthetic: 1990s point-and-shoot
- For this image: do NOT use paint peel or rust pattern.
- 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 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 documentary webcam still from a small Indonesian mining‑contractor office inside an extraction facility: a battered steel desk near a window with closed blinds, strong backlighting so the foreground is slightly silhouetted; in the center foreground, a careful arrangement of discrete objects forms a clear upright, right-side-up European “1” silhouette for normal reading— a vertical column of dark copper coins stacked end-to-end for the main stroke, and at the lower left a short diagonal line of three smaller hex nuts creating the long base upstroke; the objects sit on a lime-green cutting mat that naturally anchors attention without looking neon, surrounded by believable office clutter (dusty hardhat, drill core sample tags turned away, rock chips in a tray, a clipboard flipped face-down, a half-open laptop with the screen off), composition is partial with some items cropped at the edges; capture quirks consistent with a cheap office webcam: slight Dutch angle, mild tilt softness/gauss-like blur at the corners, faint window-reflection corona/glow around the silhouetted objects; atmosphere hints at a derecho outside with wind-bowed trees barely visible through the blinds and fine dust in the air, dormant time-of-day feeling (muted, low activity, late afternoon quiet). No rim lighting. 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 arranged in positions (pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools, 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 1 shape: European style with long upstroke from base.

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: webcam; Setting: indoor office or commercial; Lighting: backlit or silhouette; Camera Quality: tilt; Composition: partial; Optics: gauss; Time Of Day: dormant; Atmosphere: derecho; Color Treatment: lime; Artifacts: corona; Viewpoint: Dutch angle; Material Context: mining or extraction; Era Or Aesthetic: Indonesian
- For this image: do NOT use rim.
- 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 arranged in positions (pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools, 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 left-side skateboard-mounted action camera POV on a Soviet-era industrial soundstage during off-peak hours: concrete floor with faint smog haze, aging metal scaffolds and painted flats in the background, coiled cables and a few sandbags nearby. In the foreground, a single continuous thick red rubber hose (ductile material) has been deliberately laid on the floor in one smooth upright, right-side-up rounded stroke: a broad curved top sweeping right, then bending down and curling back left into a short base stroke, clearly readable from the main viewpoint without needing rotation. The hose surface is slightly dusty with minor scuffs; small gaffer tape tabs pin it at two points to keep the curves clean. Lighting is practical stage spill only (no studio light): dim tungsten work lamps and soft ambient bounce create diffracted highlights with a subtle corona around the brightest lamp reflections through the haze. Recorded as high-quality ProRes with natural primary color treatment; shallow edge softness with mild coma toward the frame corners, candid composition with surrounding set clutter for context. 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: 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 2 shape: rounded curves.

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: skateboard or helmet POV; Setting: soundstage; Lighting: diffracted; Camera Quality: ProRes; Composition: variety; Optics: coma; Time Of Day: off-peak; Atmosphere: smog; Color Treatment: primary; Artifacts: corona; Viewpoint: left; Material Context: ductile; Era Or Aesthetic: Soviet-era industrial
- For this image: do NOT use studio light.
- 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 (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 documentary photograph taken from inside a dusty workshop, viewpoint as if held by a scuba diver’s underwater camera (wide glass dome port), eye-level and straight-on (not overhead), perfectly symmetrical composition centered on a worn wooden workbench: dozens of small matte ceramic beads and broken ceramic tile pieces (off‑white and clay tones) are deliberately placed on the bench to form two stacked rounded arcs that connect in the middle, creating a clear upright, right-side-up double-curve silhouette oriented for normal reading; the ceramic pieces are evenly spaced and slightly irregular to feel hand-arranged, with a few real workshop items mirrored on both sides (paired clamps, identical screwdrivers, two matching paint tins) framing the central arrangement without obscuring it; harsh noon sunlight pours through a grimy side window, casting short, crisp shadows and revealing polluted haze in the air (fine particulate visible in the sunbeam). Primitive, utilitarian workshop aesthetic (rough-sawn wood, simple hand tools, unrefined surfaces). Gelatin silver print look with a subtle violet-toned tint, slight sagittal lens softness/coma toward the outer edges, and faint scan-line artifacts as if this is a scanned darkroom print; keep everything physically plausible and candid. 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 arranged in positions (pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools, 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 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: scuba diver camera; Setting: workshop; Lighting: harsh noon sun; Camera Quality: gelatin silver; Composition: symmetrical; Optics: sagittal; Time Of Day: standard; Atmosphere: polluted; Color Treatment: violet; Artifacts: scan lines; Viewpoint: inside; Material Context: ceramic; Era Or Aesthetic: Primitive
- For this image: do NOT use stage light.
- 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 arranged in positions (pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools, 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 doorbell-cam style detail shot from inside a New Zealand front entryway looking out through a slightly smudged glass sidelight, oriented upright/right-side up for normal reading: outside on a small composite deck step (weathered wood–plastic boards with rust-stained screw heads), a single length of black garden hose has been casually dropped so it forms a clear closed-top “4” with a triangular closed upper loop, then a straight vertical downstroke and a crisp horizontal crossbar meeting it; the hose’s matte texture and a small metal coupler give the line definition and make it stand out against the pale deck surface. Overcast diffuse daylight with top lighting; off-peak quiet suburban porch with a wet doormat and a pair of gumboots nearby. Hail is actively falling and bouncing on the deck in small white pellets; droplets cling to the glass, and there’s a subtle fingerprint smear on the lens/glass creating a soft spot near one edge. Freeze motion (hail pellets sharply caught), mild tilt-shift keeping the hose shape and deck texture tack-sharp while edges fall off gently; natural color with visible rust tones on fasteners and railing brackets. 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: 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 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, 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: doorbell cam; Setting: overcast or diffuse daylight; Lighting: top; Camera Quality: freeze; Composition: detail; Optics: tilt-shift; Time Of Day: off-peak; Atmosphere: hail; Color Treatment: rust; Artifacts: fingerprint on lens; Viewpoint: inside; Material Context: composite; Era Or Aesthetic: New Zealand
- For this image: do NOT use bokeh only.
- 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 (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 documentary photograph framed as a slightly washed slide-projection still: a medieval-style stone-lined canal with a narrow towpath and low arched bridge in the background, midday sun breaking through light drizzle; in the foreground on the towpath, a bright but natural-toned synthetic orange mooring rope has come loose and lies in a single continuous stroke forming a clear upright figure with a straight top bar, a short bend down at the right, then a rounded curve that loops left into a horizontal base resting on the wet stones—right-side up and oriented for normal reading from the main viewpoint; small puddles and scattered canal gear (wooden mooring post, coiled secondary rope, wet burlap sack) around it, droplets visible on the rope and stones, subtle flare from sun catching drizzle, gentle veiling from projected slide optics, caramel-warm color treatment; random candid composition at eye level with a straightforward viewpoint (no tilt, no overhead), shallow softness typical of slide projector projection, faint projector hotspot on the center but still realistic, high-contrast “medical imaging” clarity in fine textures; 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 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 5 shape: top bar, curved top-right, horizontal base.

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: slide projector; Setting: canal; Lighting: midday sun; Camera Quality: medical imaging; Composition: random; Optics: flare; Time Of Day: shift change or transitional; Atmosphere: drizzle; Color Treatment: caramel; Artifacts: veiling; Viewpoint: without; Material Context: synthetic; Era Or Aesthetic: Medieval
- For this image: do NOT use available.
- 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 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 documentary document-scan aesthetic from a photocopier at nightfall inside a Chilean artist studio: an overhead, straight-down view of the copier glass shows a rumpled piece of coarse woven fabric (natural cotton/arpillera textile) laid flat as the background, and a single continuous red braided cord laid on top in one unbroken line forming a clear loop at the upper left that tightens inward and then continues into a curved stem that descends and hooks to the lower right, oriented upright/right-side up for normal reading; the cord is held in place by a few small brass dressmaker pins at key bends, with nearby studio context visible at the edges of the scan—smudged graphite on the fabric, a wooden loom shuttle partly in frame, a worn palette knife, and a faint corner of a kraft paper sketch—composition balanced with the cord-shape centered but not floating in a void; lighting: low studio darkness with a believable bioluminescent glow from a jar of glowing algae on a workbench casting soft blue-green highlights across the fabric texture and cord, plus a subtle warm spill from a distant tungsten lamp mixing naturally; slight mirage-like heat shimmer distortion across part of the fabric (as if from a nearby space heater) but still sharp enough to read the shape; “double” color treatment as subtle duplicate-toned scan rendition (two gentle color passes, not double exposure), with typical scanner falloff at edges; include a small fingerprint smear on the copier glass (appearing like a fingerprint on the “lens” of the capture) and tiny dust specks; long-telephoto look (200mm feel: compressed edges, minimal perspective change even from above), crisp realistic fiber detail. 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 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 6 shape: loop at top, stem curls down right.

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: photocopier; Setting: artist studio; Lighting: bioluminescence; Camera Quality: document scan; Composition: balanced; Optics: 200mm; Time Of Day: nightfall; Atmosphere: mirage; Color Treatment: double; Artifacts: fingerprint on lens; Viewpoint: from above looking down; Material Context: fabric; Era Or Aesthetic: Chilean
- For this image: do NOT use double exposure.
- 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 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 CCTV security-camera still (TIFF) from an opposite-side concourse viewpoint inside a large stadium just before dawn, fairy lights strung along railings and concession awnings providing soft warm points of light against cool pre-dawn ambient; a narrative scene after an abrupt microburst: scattered umbrellas, a toppled trash bin, wet concrete with dark absorptive patches where water has soaked in, a few plastic ponchos caught on seats; in the foreground on the wet concourse a maintenance worker’s dropped pouch has spilled dozens of small white paper cups and their beige wooden stir sticks, and two folded cardboard drink carriers lie among them—these discrete objects have settled into a crisp, upright, right-side-up arrangement for normal reading: one short line of aligned stir sticks forming the top horizontal bar, a slightly lower short line of aligned stir sticks forming a second parallel horizontal bar, and a longer diagonal/vertical run of cups and stir sticks stepping down from the right end of the top bar toward the lower-left, making a clean angular figure; deep composition with clear foreground detail and distant rows of seats and fairy lights receding; slight rolling-shutter wobble on a dangling banner and faint edge softness typical of fixed security lenses; subtle cross-processed color with mild highlight bleeding around the fairy lights, no smoke or steam; documentary photograph, real-world lighting; 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 arranged in positions (pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools, 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 7 shape: two horizontal bars (Taiwan).

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: CCTV or security camera; Setting: stadium; Lighting: fairy lights; Camera Quality: TIFF; Composition: deep; Optics: rolling shutter; Time Of Day: pre-dawn; Atmosphere: microburst; Color Treatment: cross-processed; Artifacts: bleeding; Viewpoint: opposite; Material Context: absorptive; Era Or Aesthetic: narrative
- For this image: do NOT use steam or smoke obscuring.
- 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 arranged in positions (pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools, 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 news-reportage skydiving helmet-cam still at dusk approaching a small hillside shrine gate in humid air, low viewpoint angled slightly upward (no tilt), axial composition with strong rhythmic repetition: on the damp stone threshold directly ahead, two neat loops made from discrete objects—dozens of mixed temple coins (bronze, nickel) arranged edge-to-edge into two touching rings stacked vertically, with a small pinch of incense ash and a few scattered coin strays around them to keep it candid; the stacked rings are oriented upright, right-side up for normal reading, clearly readable from the main viewpoint. Surroundings: wooden shrine posts with wet patina, a small offertory box, paper lanterns softly out of focus, a braided rope, a few votive candles; faint mist and blocking haze partially veiling the background forest. Lighting: cool dusk ambient with a subtle kicker from a warm shrine lantern rim-lighting the coin edges and giving specular highlights without looking staged. Capture feel: slight helmet-cam vibration motion, mild wide-angle edge softness, realistic 8K detail, subtle sensor noise; avoid extreme effects. 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: discrete objects arranged in positions (pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools, 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 8 shape: sideways figure-eight.

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: skydiving helmet cam; Setting: shrine; Lighting: kicker; Camera Quality: 8K; Composition: rhythm; Optics: axial; Time Of Day: dusk; Atmosphere: blocking; Color Treatment: cool; Artifacts: tiling; Viewpoint: low; Material Context: humid; Era Or Aesthetic: news reportage
- For this image: do NOT use thermal imaging style.
- 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 (discrete objects arranged in positions (pills, mugs, coins, candies, stones, books, fruit, toys, Lego bricks, tools, 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.