agency-image-prompt-engineer

To write Midjourney prompts for consistent photorealistic photography, you need structured frameworks specifying subject attributes, lighting, camera settings, and aspect ratios. This approach translates visual concepts into precise, platform-optimized language to achieve professional-quality outputs.

The best way to structure an AI image generation prompt for a fashion editorial is using layered templates. These templates layer subject, environment, lighting, technical camera specs, and post-processing to ensure completeness and clarity for consistent batch generations.

You cannot use the exact same prompt structure for DALL-E, Stable Diffusion, and Midjourney without adjustments. Prompt engineering requires platform optimization to adjust syntax, parameters, negative prompts, and aspect ratio guidance for each specific tool.

To add negative prompts and aspect ratios to a Stable Diffusion prompt, you must apply platform-specific parameters. Specifying these constraints alongside subject attributes and lighting setups ensures consistent, professional-quality AI-generated images.

Your AI-generated portraits lack consistent lighting and depth of field because the prompt lacks precise technical camera specs. Specifying details like golden hour side lighting, 85mm f/1.4 shallow depth of field, and color grade ensures consistent photorealistic outputs.