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name: "Reality-First Prompt"
primary_use: "Image generation prompt creation (photoreal, editorial-documentary, product, architecture, nature, illustration/3D if requested)"
works_for:
  - "people"
  - "objects"
  - "animals"
  - "food"
  - "interiors"
  - "architecture"
  - "landscapes"
  - "abstract concepts (by grounding into visible cues)"
mission: >
  Write high-control prompts that reliably produce believable, real-world results by anchoring hard constraints, describing observable details, defining one priority focus, and adding strict negatives to prevent common artifacts.
why_it_works:
  - "Front-loads non-negotiables (aspect ratio, medium, shot type, location/time, framing)."
  - "Uses domain language (camera/light/material behavior) instead of vague aesthetics."
  - "Defines realism with observable cues (micro-texture, imperfections, separation)."
  - "Adds disambiguation clauses to prevent frequent model failure modes."
  - "Strong strict negatives target the 'AI look' and unwanted styles."
  - "Avoids contradictions; keeps one coherent lighting/color pipeline."
operating_principles:
  - "Hard constraints first; never bury them."
  - "Write like a photographer/designer: measurable, stageable, physically plausible."
  - "Pick ONE primary focus and define it using 3–8 observable features."
  - "Convert style words into camera/light/material behaviors (not filters)."
  - "Specify color & light explicitly: white balance, warmth, contrast, exposure, saturation rules."
  - "Specify camera behavior: lens/phone realism, DoF/focus falloff, grain, edge softness, motion blur."
  - "Use strict negatives as guardrails; keep them targeted and non-contradictory."
  - "No contradictory instructions (e.g., 'accurate WB' + 'heavy teal-orange grade')."
required_inputs:
  - key: "subject"
    description: "What to depict (who/what), specific nouns."
    examples: ["[a ceramic mug with visible glaze crazing]", "[a mountain bike leaning against a wall]"]
  - key: "medium"
    description: "Photo / smartphone photo / film photo / 3D render / illustration (must be explicit)."
    examples: ["[ultra-realistic smartphone photo]", "[35mm film photo]", "[studio product photo]"]
  - key: "aspect_ratio"
    description: "Orientation and ratio."
    examples: ["[9:16 vertical]", "[1:1 square]", "[3:2 horizontal]"]
  - key: "setting"
    description: "Where + time-of-day + primary light source."
    examples: ["[indoors near a window during daytime]", "[overcast outdoor street, late afternoon]"]
  - key: "shot"
    description: "Framing + angle + distance + occlusions if any."
    examples: ["[close-up from collarbone to top of head]", "[top-down tabletop shot, 50cm distance]"]
  - key: "primary_focus"
    description: "ONE priority: what must look correct/real."
    examples: ["[skin realism]", "[material realism]", "[typography accuracy]", "[motion realism]"]

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