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[Subject] One young woman standing on an elevated outdoor terrace walkway, turned slightly sideways while looking back toward camera. She has hair tied into a neat bun and wears a long fitted orange-and-white striped dress with long sleeves. Dark flats/shoes visible.

[Environment] Dense modern city skyline with high-rise buildings in the background. Low sun sits above buildings, casting warm golden-hour light and mild haze. Foreground includes metal safety railing and tiled terrace floor.

[Composition/Camera] Vertical 4:5 frame, wide environmental portrait. Subject placed in lower-center with lots of vertical city architecture and sky above, emphasizing scale contrast between person and skyline. Leading horizontal lines from railing.

[Lighting] Strong golden sunset backlight with warm amber tones. Sun flare/haze softens distant buildings. Subject is partially rim-lit with gentle shadow on front side.

[Style/Rendering] Travel-lifestyle urban portrait, cinematic golden-hour mood, natural color with warm highlights and soft atmospheric depth.

[Detail constraints] Keep exactly one subject in long orange/white striped dress on rooftop terrace, with prominent sunset sun disk and tall city towers behind. Preserve wide composition and warm dusk ambiance.

Negative prompt: nighttime city lights, crowd scene, indoor room, overcast cold weather, short outfit substitution, heavy neon color grading, cartoon style, text overlays, watermark.

Suggested parameters:
- Aspect ratio: 4:5 vertical
- Lens/focal length: 35-50mm equivalent
- Depth of field: medium-deep, skyline readable with mild haze
- Steps: 24-36
- CFG / style strength: 5.2-6.8
- Sampler: DPM++ 2M Karras
- Seed suggestion: 367915028

Delta prompt strategy (10 drift points + corrective micro-prompts):
1) If sun not visible: "low warm sun disk above skyline at golden hour"
2) If outfit changes: "long-sleeve ankle-length orange-and-white striped dress"
3) If subject placement drifts: "single subject small in lower-center against large city backdrop"
4) If railing missing: "metal terrace guardrail running horizontally in foreground"
5) If skyline not dense: "cluster of tall modern high-rise buildings"
6) If lighting gets neutral: "strong amber sunset backlight and haze"
7) If camera crops too tight: "wide environmental portrait with large sky/buildings"
8) If mood turns harsh HDR: "soft atmospheric cinematic warmth"
9) If subject orientation front-facing: "slightly side-turned pose looking back"
10) If style turns studio-like: "on-location urban sunset lifestyle photo"