Anti-Slop Web — so nothing you ship looks AI-generated

Single goal: remove the "AI tells" that give away a generated UI. The problem with vibe-coded interfaces is not that they fail to work, it is that they look generic (Inter font, neon purple, three identical cards, "Elevate your workflow", John Doe). This skill forces deterministic, premium decisions BEFORE you generate, and verifies them at the end.

It is not magic from any vendor: five bias-correction levers, all native to whatever stack you already use, zero MCP and zero external service.

When to use it

• At the start of a design phase: generate the project DESIGN.md (Part A) before writing components.
• While building or refactoring any screen/section: apply the directives (Part B) as generation rules.
• In your quality/a11y gate before commit: run the pre-flight (Part C).

When NOT to use it