Image Generation Gemini illustration Reviewed by Sushil Joshi

Ultra Realistic Fashion Editorial With Identity And Scene Preservation

Comprehensive prompt for Ultra Realistic Fashion Editorial With Identity And Scene Preservation engineered with structured context, negative constraints, and precise output formatting for Gemini.

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{ "job_id": "photo_02_carry", "model": "nano-banana-pro", "task": "image_generation", "inputs": { "face_reference_image": "", "scene_reference_image": "" }, "prompt": "Ultra realistic fashion editorial. EXACT SAME FACE as face_reference_image, identical identity. Recreate scene exactly from scene_reference_image: outdoor setting with tall mirrored panels reflecting trees. Muscular shirtless man standing, carrying the woman horizontally over shoulders. Woman wearing light fabric dress, arms and legs extended. Same pose, same proportions, same camera angle and framing. High-contrast, sharp details, cinematic fashion look.", "negative_prompt": "different face, identity drift, illustration, CGI, plastic skin, deformed body, extra limbs, wrong pose, wrong mirrors, text, watermark, blur", "settings": { "aspect_ratio": "9:16", "resolution": { "width": 1024, "height": 1365 }, "stylization": 0, "quality": "max", "lighting_match": "max", "composition_match": "max", "identity_preservation": "max", "face_consistency": "max", "reference_strength": { "face": 1.0, "scene": 0.98 }, } }, 85mm telephoto lens compression with creamy background bokeh, captured on Canon EOS R5 with RF 50mm f/1.2L USM lens, Soft overcast diffused daylight through a north-facing studio window, 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
sushil joshi
Lead AI Prompt Engineer · HowToWritePrompt

I am a Prompt Engineer and Web Developer passionate about building AI-powered tools, crafting effective prompts, and developing modern, user-friendly web applications. I enjoy combining artificial intelligence with web technologies to create innovative solutions that improve productivity and user experience.