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{ "image_analysis": { "style": "Nightclub Snapshot / Flash Photography", "vibe": "Pure and Sexy, Energetic, Trendy, Y2K" }, "prompts": { "subject": "2girls, japanese idols, young asian women, pure and sexy look, innocent yet alluring expression, clear and glowing makeup, glossy lips, slightly open mouth, soft blush, looking at viewer with shy smile, shoulder-length hair, brown hair, blonde hair", "apparel": "{argument name="jacket type" default="white fur jacket"}, fluffy coat, oversized white faux fur coat with off-shoulder style, revealing inner camisole, lace trim top, silver thick chain necklace, delicate hoop earrings, alluring outfit, gyaru fashion, trendy accessories", "environment": "nightclub, crowded bar, party scene, blurred crowd in background, dark indoor, night life", "lighting_and_camera": "flash photography, direct flash, harsh lighting, motion blur, light trails, long exposure, neon streaks, bokeh, shutter drag, film grain, snapshot aesthetic, raw photo, high contrast, cool color tone", "quality_tags": ", best quality, photorealistic, highly detailed, realistic texture" }, "negative_prompt": "blurry face, distorted face, deformed, ugly, bad anatomy, bad hands, missing fingers, extra limbs, worst quality, low quality, cartoon, 3d render, illustration, painting, monochrome, grayscale, static background, overly heavy makeup", "technical_settings_suggestion": { "steps": 30, "cfg_scale": 7, "sampler": "" } }, Dramatic low-angle hero perspective looking upward, captured on Fujifilm GFX 100 II with GF 110mm f/2 R LM WR lens, Dramatic stage spotlighting with subtle airborne particulate illumination, authentic skin micro-textures, true-to-life surface physics, 8K ultra-detailed editorial photography
Master Version
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