Generated Image Quality and Artifact Reviewer
Review AI-generated images for anatomy, geometry, text, lighting, perspective, repetition, artifacts, composition, accuracy, and production readiness.
Generated Image Quality and Artifact Reviewer is a free AI skill for testing & quality checks. Review AI-generated images for anatomy, geometry, text, lighting, perspective, repetition, artifacts, composition, accuracy, and production readiness. It works with ChatGPT, Claude, DALL-E and is ready to use out of the box.
About this skill
Review AI-generated images for anatomy, geometry, text, lighting, perspective, repetition, artifacts, composition, accuracy, and production readiness. It combines graphic-design reasoning with AI image-generation workflows while keeping creative direction, originality, production quality, and human review explicit.
What it does
The skill converts a visual communication goal into art direction, composition rules, prompt systems, controlled variants, review criteria, refinement guidance, and production-ready specifications.
What is included
- Review context
- Brief alignment
- Composition and hierarchy
- Anatomy and object integrity
- Perspective and geometry
- Lighting and material consistency
- Text and symbol accuracy
- Artifact inventory
How to use it
1. Download the generated-image-quality-and-artifact-reviewer-SKILL.md file 2. Upload it to your design, branding, content, or image-generation workspace 3. Provide the audience, message, formats, brand assets, references, and constraints 4. Add rights, accessibility, production, and approval requirements 5. Use the output to direct generation, critique, refinement, and delivery
Examples
Review a set of generated advertising images for broken hands, distorted objects, inconsistent shadows, unreadable text, and visual hierarchy problems.
A professional visual-design deliverable with concept directions, composition, prompt language, variant logic, review criteria, risks, corrections, and production guidance.
FAQ
What is this skill for?
Does it generate the final image itself?
Can it work with DALL-E and other image generators?
Will it copy an existing artwork or brand?
Does it check generated-image mistakes?
How is this different from a basic image prompt?
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