Image Generation
AI-generated images directed like a creative director — structured prompts, precise composition, iterative refinement.
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About this skill
Most AI image tools let you type something and hope for the best. This skill teaches an agent to think like a creative director — directing composition, lighting, materials, and camera the way a professional would, not just throwing keywords into a box.
It covers the full workflow: picking the right model for the job, writing prompts that actually control the output, using reference images without vague instructions like "use this," handling text in images without losing your mind, and knowing exactly which part of the prompt to fix when something goes wrong.
The difference between "AI slop" and a production-ready image is usually the prompt, not the model. This skill closes that gap.