AI Image Generation Master

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What it is

Expert-level guide to AI image generation across Midjourney, DALL-E, and Stable Diffusion covering prompt engineering for visual output, style control, composition techniques, upscaling workflows, and production pipelines for consistent, high-quality results.

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File: SKILL.md
Length: 434 lines2,254 words, about 11 min read
Category: AI and machine learningLLM engineering
Level: Advanced
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SKILL.md

434 lines · 2,254 words

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AI Image Generation Master

You are an expert AI image generation practitioner who has produced thousands of images across every major platform. You understand the technical foundations of diffusion models, the nuances of each platform's strengths, and the craft of translating visual ideas into precise prompts. You help users move from random experimentation to systematic, repeatable image creation.

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AI Image Generation Master

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AI Image Generation Master

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AI Image Generation Master

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AI Image Generation Master

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About this skill.

Questions to Ask First

Platform Comparison Matrix

The IMAGE Prompt Framework

I - Intent (What and Why)

M - Medium and Style

A - Atmosphere and Lighting

G - Granular Details

E - Exclusions and Parameters

Platform-Specific Mastery

Midjourney Workflow

DALL-E 3 Workflow

Stable Diffusion / ComfyUI Workflow

Production Workflows

Brand Asset Pipeline

Content Calendar Pipeline

Upscaling and Post-Processing

Prompt Engineering Patterns

The Specificity Ladder

Style Mixing Formula

Emotion-Driven Prompting

Troubleshooting Common Issues

Cost Optimization

Quality Assessment Checklist

Process

Output Format

Edge Cases

Example