agency-image-prompt-engineer

Craft structured AI image prompts with camera specifications and platform-specific optimization.

Updated Apr 11, 2026
One-click install
npx skills add https://github.com/omeraltn/ice_cream_website_testing --skill agency-image-prompt-engineer-omeraltn
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agency-image-prompt-engineer
Source: https://github.com/omeraltn/ice_cream_website_testing/tree/main/.antigravity/agency-image-prompt-engineer
Command: npx skills add https://github.com/omeraltn/ice_cream_website_testing --skill agency-image-prompt-engineer-omeraltn

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the translation of visual concepts into precise, structured prompts for AI image generation, eliminating guesswork and delivering professional-quality photography prompts.

Core Features & Use Cases

  • Structured Prompt Framework: guides you through subject, environment, lighting, technical specs, and style to produce comprehensive, controllable prompts.
  • Platform-Specific Optimization: crafts prompts tailored for Midjourney, DALL-E, Stable Diffusion, and Flux to maximize output quality on each platform.
  • Creative Reference & Memory: remembers effective prompt patterns, terminology, and photography concepts to ensure consistency across generations.
  • Versatile Use Cases: suitable for portrait, landscape, product, and editorial photography workflows to accelerate creative direction.

Quick Start

Provide a visual concept and target platform, and I will generate a complete, ready-to-run image prompt.

Frequently Asked Questions about agency-image-prompt-engineer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I write professional photography prompts for Midjourney and Stable Diffusion?

To create AI image prompts for professional photography, provide a visual concept and target platform to generate a structured prompt covering subject, lighting, and camera specifications. This eliminates guesswork by applying platform-specific optimization for Midjourney, DALL-E, Stable Diffusion, and Flux.

What is the best way to structure a prompt for AI portrait and product photography?

To structure an AI photography prompt, sequentially define the subject, environment, lighting, technical camera specifications, and style. This framework ensures comprehensive control over the output for portrait, landscape, product, and editorial photography workflows.

Can I use the same image prompt for DALL-E and Flux?

While you can use a base concept across DALL-E and Flux, each platform requires specific optimization to maximize output quality. The prompt engineering process tailors the structured framework elements to suit the unique characteristics of each AI image generator.

How do I add negative prompts to my AI photography workflow?

Negative prompts are supported within the structured prompt framework to exclude unwanted elements from your AI photography. Specifying what to avoid works alongside subject, lighting, and camera specifications to refine the final image output.

Why do my AI generated portraits lack professional lighting and camera details?

AI generated portraits often lack professional quality when prompts omit explicit lighting and camera-like specifications. Structured prompt engineering solves this by guiding you through technical specs and style to produce controllable, professional photography results.