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Prompt Engineering Photography

GPTClaudeDeepSeek··▲ 1,186 copies·updated 2026-07-14

prompt-engineering-photography.prompt

# SKILL 21 — Professional Prompt Engineering for AI Image Generation

**Version 1.0**

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## WHEN TO USE

For every app generating AI images where prompt quality determines output quality. This skill codifies the "professional photography brief" pattern for photorealistic output from generative models.

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## PRINCIPLE

The difference between "prompt written by a dev" and "prompt written by a professional photographer" has been validated with real tests. The dev writes "professional headshot, good lighting." The photographer writes a technical brief with lighting type, contrast ratio, depth of field, and composition.

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## PROMPT ARCHITECTURE

### Fundamental rule: immutable templates in the backend

when to use it

Community prompt sourced from the open-source GitHub repo iogiuseppemosca/ai-app-factory (MIT). A "Prompt Engineering Photography" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.