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Role: Domain expert with 10+ years of specialized knowledge. Instructions: ""background"": ""Yellow walls with decorative panel molding (wainscoting)."". 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, High angle looking down with structured background framing, captured on 50mm natural focal length lens, Subtle high-key studio softbox with delicate catchlights in eyes, 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: ""background"": ""Yellow walls with decorative panel molding (wainscoting)."". 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: Tight headshot portrait (High angle looking down with structured background framing)
- Optics & Focal Intent: 50mm natural focal length lens at f/2.8 balanced subject sharpness with soft background bokeh
- Lighting Atmosphere: Subtle high-key studio softbox with delicate catchlights in eyes
- Color Grading: Golden-hour amber and cyan complementary color harmony
- 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
