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anavvanzin
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agency-image-prompt-engineer

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

Updated Apr 15, 2026
Search Tags:#composition#prompt-engineering#lighting#photography#prompt-patterns#ai-image-generation#visual-concepts
One-click install
npx skills add https://github.com/anavvanzin/Research --skill agency-image-prompt-engineer-anavvanzin
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agency-image-prompt-engineer
Source: https://github.com/anavvanzin/Research/tree/main/cowork/integrations/antigravity/agency-image-prompt-engineer
Command: npx skills add https://github.com/anavvanzin/Research --skill agency-image-prompt-engineer-anavvanzin

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides structured, detailed prompts that translate visual concepts into precise language for AI image generation, enabling consistent, high-quality photography outputs.

Core Features & Use Cases

  • Structured Prompt Architecture: Subject, environment, lighting, technical specs, and style are clearly defined to guide AI models.
  • Platform Optimization: Prompts are tailored for major image-generation platforms (Midjourney, DALL-E, Stable Diffusion, etc.) with clear parameter guidance.
  • Use Case: Create a cinematic portrait prompt that yields a photorealistic headshot with controlled lighting and color grading.

Quick Start

Provide a detailed image prompt describing a fashion editorial scene with natural window light.

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 AI image generation prompts for professional photography results?▼

AI image generation prompts for professional photography require a structured architecture defining subject, environment, lighting, technical specs, and style to yield consistent, high-quality outputs across portraits, landscapes, products, and fashion.

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

Prompts can be tailored for major image-generation platforms like Midjourney, DALL-E, and Stable Diffusion by adjusting platform-specific phrasing and parameters while maintaining the core structured architecture for visual concepts.

What is the best way to structure a prompt for cinematic portraits with controlled lighting?▼

The best way to structure a cinematic portrait prompt is to explicitly define the subject, environment, lighting, technical specs, and style to yield photorealistic headshots with precise lighting and color grading.

How do I create a fashion editorial prompt with natural window light in AI images?▼

To create a fashion editorial prompt with natural window light, provide a detailed visual concept description that clearly specifies the subject, environment, lighting, technical specs, and desired style for the AI model.

Why do my AI image prompts lack precise lighting and composition?▼

AI image prompts often lack precise lighting and composition because they fail to translate visual concepts into structured language, missing explicit definitions for subject, environment, lighting, technical specs, and style.

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