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Role: Domain expert with 10+ years of specialized knowledge. Instructions: Some flowers appear softly out of focus in the foreground. Steps: 1. Diagnose the full scope and identify all critical constraints. 2. Apply proven expert-level methodology — cite specific techniques. 3. Execute with precision, covering edge cases. 4. Validate output against success criteria before delivering. End Goal: Output that only a genuine expert would produce — nuanced, precise, and immediately usable. Narrowing: No generic advice. No hedging. Address edge cases. Exclude anything that would not change the outcome, Eye-level direct angle with natural perspective, captured on 35mm documentary environmental lens, Dramatic low-key spotlight with high contrast ratio 4:1, natural surface physics, 8K ultra-detailed editorial photography --ar 16:9
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Prompt Architecture & Anatomy
📐 Structured Prompt Anatomy
- Subject Definition: Role: Domain expert with 10+ years of specialized knowledge. Instructions: Some flowers appear softly out of focus in the foreground. Steps: 1. Diagnose the full scope and identify all critical constraints. 2. Apply proven expert-level methodology — cite specific techniques. 3. Execute with precision, covering edge cases. 4. Validate output against success criteria before delivering. End Goal: Output that only a genuine expert would produce — nuanced, precise, and immediately usable. Narrowing: No generic advice. No hedging. Address edge cases. Exclude anything that would not change the outcome
- Framing & Shot Type: Medium close-up portrait (Eye-level direct angle with natural perspective)
- Optics & Focal Intent: 35mm documentary environmental lens at f/8.0 deep edge-to-edge clarity across all focal planes
- Lighting Atmosphere: Dramatic low-key spotlight with high contrast ratio 4:1
- Color Grading: Monochrome high-contrast black and white with rich tonal gradients
- Model Constraints: Preserves natural skin texture; avoids oversaturated smoothing.
💡 How To Customize: Replace
{SUBJECT} with your exact character or scene, or switch the Aspect Ratio to 9:16 for mobile reels and wallpaper formats.
Prompt Tested
21 August 2026
Model: Anthropic Claude (3.5 Sonnet)
Reviewed by: Sushil Joshi
✓ High surface detail
✓ Balanced natural lighting
△ Complex crowd composition requires higher step count
