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{ "prompt_structure": { "subject": { "description": "Young woman with voluminous, layered brunette hair in a 90s supermodel blowout style", "facial_features": "Sultry expression, piercing light eyes, full lips, glowing tan skin, sharp jawline", "attire": "Black strapless tube top, low-rise denim, layered gold necklaces with a prominent cross pendant, small hoop earrings", "pose": "Standing waist-up, facing forward with a slight tilt, hair flowing over shoulders" }, "environment": { "setting": "Golden hour beach scene at sunset", "background": "Shimmering ocean water with high bokeh effect, sun reflecting off waves, horizon line blurred by light" }, "lighting_and_atmosphere": { "type": "Backlit by setting sun, warm golden glow, dreamlike haze", "effects": "Sun flares, halation, sparkling water highlights, ethereal warmth, soft diffusion" }, "technical_specs": { "quality": "Ultra realistic, HDR, resolution, highly detailed skin texture", "camera_style": "Portrait photography, 85mm lens, f/1.8 aperture for depth of field", "aspect_ratio": "9:16 (Vertical/Long)", "aesthetic": "Vintage glam, cinematic lighting, photorealistic " } }, "negative_prompt": [ "blurry", "low quality", "distorted features", "bad anatomy", "oversaturated", "cartoon", "illustration", "grainy", "pixelated", "extra limbs", "dull lighting" ], "full_combined_prompt": "Ultra realistic portrait of a beautiful young woman with long voluminous brunette blowout hair and a sultry gaze, wearing a tight {argument name="top color" default="black"} tube top and gold cross necklace, standing on a beach at sunset. The background is shimmering ocean water with intense golden hour backlighting creating a halo effect. Cinematic lighting, soft focus glamour, dreamy atmosphere, HDR quality, sharp facial details, vertical 9:16 aspect ratio." }, Cinematic 35mm wide-angle environmental establishing shot, captured on Fujifilm GFX 100 II with GF 110mm f/2 R LM WR lens, Volumetric golden-hour rim lighting at 3800K with soft atmospheric haze, authentic skin micro-textures, true-to-life surface physics, 8K ultra-detailed editorial photography
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Prompt Architecture & Anatomy
🧠 Prompt Engineering & Structural Breakdown
- Core Intent: Achieve precise task completion with zero conversational filler and maximum actionable depth
- Role & Persona: Domain expert practitioner with specialized technical insight and pedagogical clarity
- Context & Assumptions: Clear input parameters, defined audience proficiency, and stated foundational assumptions
- Constraints & Boundary Rules: Strict negative constraints: no vague advice, no unsupported claims, adherence to requested format
- Output Structure & Format: Hierarchical markdown organization with bold callouts, ordered steps, and clean tabular data where applicable
- Verification & Quality Checks: Self-correcting validation step ensuring all prompt constraints and sub-questions are fully addressed
