agency-image-prompt-engineer

Generate structured AI image prompts with subject, environment, lighting, and technical specs.

Updated Mar 22, 2026
One-click install
npx skills add https://github.com/jay6697117/agency-agents-antigravity --skill agency-image-prompt-engineer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agency-image-prompt-engineer
Source: https://github.com/jay6697117/agency-agents-antigravity/tree/main/.agents/skills/agency-image-prompt-engineer
Command: npx skills add https://github.com/jay6697117/agency-agents-antigravity --skill agency-image-prompt-engineer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Translate visual concepts into precise, actionable prompts that consistently yield professional-quality AI-generated photography.

Core Features & Use Cases

  • Structured prompts: prompts built from subject, environment, lighting, style, and technical specs.
  • Platform optimization: prompts tailored for Midjourney, DALL-E, Stable Diffusion, Flux, and more.
  • Use Case: Create cinematic portraits, fashion editorials, or product visuals by converting mood boards into detailed textual descriptions.

Quick Start

Generate a detailed, structured image prompt describing the subject, environment, lighting, style, and technical specs for an AI image generator.

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 detailed AI image generation prompts for Midjourney and Stable Diffusion?

To write detailed AI image generation prompts, you need a structured framework including subject, environment, lighting, style, and technical specs. This approach translates visual concepts into actionable instructions tailored for platforms like Midjourney and Stable Diffusion.

What is the best way to structure a photography prompt for AI art?

The best way to structure a photography prompt for AI art is to build it systematically from subject, environment, lighting, style, and technical specs. This ensures professional-quality results for portrait, fashion, or editorial use.

Can I use the same AI image prompt for DALL-E, Midjourney, and Stable Diffusion?

AI image prompts can be optimized for specific platforms like DALL-E, Midjourney, and Stable Diffusion. The generation process supports platform-specific syntax and negative prompts to ensure accurate visual outputs across different tools.

How do I create negative prompts for Stable Diffusion and Flux?

Creating negative prompts for Stable Diffusion and Flux involves specifying structured instructions within the prompt generation framework. This includes defining technical specs and platform-specific syntax to accurately exclude unwanted visual elements.

Why do my AI image prompts yield inconsistent results for product photography?

AI image prompts yield inconsistent results for product photography when they lack a structured framework. Translating visual concepts into precise textual descriptions requires clearly defining the subject, environment, lighting, and technical specifications.