antislop-ui

Detects and fixes generic AI-generated UI patterns in color, layout, components, and motion.

Updated Aug 1, 2026
One-click install
npx skills add https://github.com/dxiiren/project-skeleton --skill antislop-ui-dxiiren
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: antislop-ui
Source: https://github.com/dxiiren/project-skeleton/tree/main/.claude/skills-optional/anti-slop/antislop-ui
Command: npx skills add https://github.com/dxiiren/project-skeleton --skill antislop-ui-dxiiren

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI coding agents repeatedly produce the same generic interface patterns — blue-purple gradients, glassmorphism everywhere, template landing pages, fake dashboard metrics — that make products look generated rather than designed. This Skill gives the agent a concrete catalog of these anti-patterns with fixes, so UI work reads as intentional design. ## Core Features & Use Cases - Visual pattern detection: Flags overused treatments like generic gradients, excessive glassmorphism, glow, pill-shaped radius, and sterile default palettes, each with a Tell/Why/Fix entry tied to a core rule number. - Layout and component review: Catches template structures such as hero-feature-grid-testimonial flows, copy-paste feature cards, "Trusted By" logo bars, and default dashboard shells with invented stat cards. - App and motion checks: Covers dashboard filler data, placeholder empty states, endless animation loops, and stacked template animations, ending with a UI Skill Checklist run alongside the core Delivery Gate. - Use Case: While building a SaaS landing page or admin dashboard, load this Skill with the antislop core so the agent replaces fabricated metrics, dead navigation, and decorative emoji with real data, working controls, and a brand-derived palette. ## Quick Start Load the antislop core and this UI skill, then ask the agent to review my landing page for generic AI design patterns and fix them.

Frequently Asked Questions about antislop-ui

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I stop AI-generated UIs from looking generic?

Load this skill with the antislop core whenever the task builds or edits an interface. It flags patterns like blue-purple gradients, glassmorphism everywhere, and template section orders, then prescribes fixes tied to numbered core rules.

What UI anti-patterns does this skill check for?

It covers visual treatments (gradients, glow, soft shadows, radius), layout templates (feature card grids, logo bars, pricing highlights), decorative elements (emoji, AI capsule badges), structural issues (dead navigation, non-functional controls), dashboard filler data, and endless motion loops.

Does this skill work for dashboards and app screens?

Yes, it includes an App & Dashboard section covering default sidebar shells, invented stat card numbers, filler activity feeds, charts without a question, generic table columns, and placeholder empty or loading states.

Can I use this skill without the antislop core?

No, it is designed to load together with the antislop core file. The core holds the mechanism (purpose test, tiers, Delivery Gate) while this skill adds UI-specific depth and references core rules by number without duplicating them.

Why does my AI-built dashboard have fake metrics and how do I fix it?

Agents default to stat cards with invented numbers and deltas, which this skill flags under R-17 and R-38. The fix is wiring cards to real data, shipping only real metrics, or clearly labeling placeholder values where users can see them.