Anti slop
A taste system for AI agents. 288 skills, 80 agents, 12 rules, and 8 hooks that turn generic AI output into work with genuine design quality. Anti-slop detection, typography craft, color systems, brand voice, product strategy, and 50+ specialized reviewers across UI, industry, platform, and content domains.
npx -y skills add Dragoon0x/everything-design-taste --skill anti-slopAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- 6 stars6 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
What its author says it does
Copied from the file, not written here
Detecting and eliminating generic AI-generated aesthetics, writing patterns, and design defaults. The core quality gate for all EDC output.
SKILL.md
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Anti-Slop Detection
The number one problem with AI-generated design and content is convergence toward the average. This skill identifies and eliminates it.
Visual Slop Patterns
Typography Defaults (flag and replace)
| Slop Font | Why It's Slop | Alternatives |
|---|---|---|
| Inter | AI default, zero personality | Satoshi, General Sans, Switzer, Cabinet Grotesk |
| Roboto | Android default, bland | Plus Jakarta Sans, DM Sans, Outfit |
| Arial/Helvetica | System fallback, lazy | Neue Haas Grotesk, Akkurat, Suisse |
| Open Sans | "Safe" choice, invisible | Source Sans 3, Nunito Sans, Figtree |
| Poppins | Overused geometric, trending slop | Lexend, Urbanist, Sora |
| Space Grotesk | AI favorite, oversaturated | JetBrains Mono (code), Geist, Fira Code |
| Montserrat | 2018 called | Clash Display, Manrope, Instrument Sans |
Color Slop (flag on sight)
- Purple-to-blue gradient on white background
- Teal + coral accent combo
- Generic "tech blue" (#4A90D9 vicinity)
- Indigo primary with gray secondary
- Any gradient that looks like a Stripe marketing page clone
Layout Slop (restructure)
- Hero section: big text, subtitle, two buttons, background image/gradient
- Three-column feature grid with icons
- Alternating left-right content blocks
- Testimonial carousel with headshots and quotes
- Footer with 4 link columns
- "Trusted by" logo bar
Copy Slop (rewrite)
- "Designed for [broad audience]"
- "The all-in-one platform for..."
- "Powerful yet simple"
- "Join thousands of [users] who..."
- "Get started in minutes"
- "Built for teams of all sizes"
Detection Process
- Scan — Check output against known slop patterns above
- Score — Count violations (0 = clean, 1-3 = mild, 4+ = full slop)
- Diagnose — Identify root cause (lazy default? wrong reference? no creative brief?)
- Prescribe — Provide specific alternatives that serve the same function with actual personality
- Verify — Check replacement isn't just different slop
The Test
Ask: "If I showed this to someone without context, could they tell if it was made by a human designer or an AI?" If the answer is AI, it's slop. Start over.
What Anti-Slop Is NOT
- It's not anti-simplicity. Minimal design is great. Generic design is not.
- It's not anti-convention. Conventions exist for good reasons. But they should be chosen, not defaulted to.
- It's not chaos for chaos's sake. Weird isn't automatically good. Intentional is.