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Kill AI Slop: Eliminate Generic AI
A guide to 32 visual anti-patterns for AI-generated products. Plus an agent skill that will automatically remove them from any web project.
The Kill AI Slop project is a list of 32 visual and copy anti-patterns that tell the world your product was generated by AI. These include indigo gradients, glowing cards, ‘Powered by AI’ labels, and excessive emojis. In addition to this field guide, there’s also an agent skill that will scan the code of any web project and automatically remove these anti-patterns. Available in 4 languages, the project itself serves as a model of good design by being intentionally sparse.
Why a vibe-coder should care
When using AI-powered development tools to build products for humans, avoiding generic AI-style anti-patterns is critical for establishing trust. With this tool, you can make the unseen visible and solve the problem in one click by running the agent skill, resulting in a product that appears to be made by a human who cares.
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