Skip to content
Skillpedia
Interfaces (UI/UX)48k · #2143

anti-ui-slop

Stops the agent from creating generic user interfaces. It improves existing design and uses only what's needed to create better visual results.

What it does

This tool helps create user interfaces (app or website screens) that match your product's style. It uses examples from your project and, if needed, seeks inspiration from other screens to ensure consistency and good functionality.

When to use it

  • ✓When creating a new screen for an app or website.
  • ✓When redesigning an existing part of a product.
  • ✓When reviewing if a screen is ready for launch.

Example of what to ask your AI

“Create a login screen for a banking app, using the style we already have in the project.”

Want more? Open the sections below.

How to use

The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.

Skill link

https://github.com/sickn33/agentic-awesome-skills/blob/main/plugins/agentic-awesome-skills-claude/skills/anti-ui-slop/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/sickn33/agentic-awesome-skills/blob/main/plugins/agentic-awesome-skills-claude/skills/anti-ui-slop/SKILL.md Read the SKILL.md file at that link and follow its instructions for my task.
How it works

The AI first looks at what already exists in your project (colors, fonts, buttons). If it needs more ideas, it can search a database of real screens for inspiration, but always prioritizing your product's style.

Installation

Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.

In the terminal (Claude Code, Codex, Cursor), in your project folder:

npx skills add sickn33/agentic-awesome-skills --skill anti-ui-slop

Or download just the file:

curl -L https://raw.githubusercontent.com/sickn33/agentic-awesome-skills/main/plugins/agentic-awesome-skills-claude/skills/anti-ui-slop/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

Stop Making UI Slop

Build product-specific UI with 800,000+ real web and iOS screens via UIZZE.

Overview

Use the product brief, existing interface, components, and local design system before reaching for outside references. UIZZE evidence is optional: it should answer a concrete visual question, not turn every interface task into a research project.

When to Use

Use this skill when designing, implementing, redesigning, critiquing, or doing a pre-ship review of a web or iOS interface.

Work From the Product

  1. Identify the screen's real job, primary user and action, required content, and important loading, empty, error, success, disabled, and permission states.
  2. Reuse the repository's components, semantic tokens, typography, spacing, and interaction conventions before adding a new abstraction or visual language.
  3. For a new interface or major redesign, write a short design contract covering hierarchy, workflow shape, allowed components, required states, responsive behavior, and observable acceptance criteria. Keep smaller changes smaller.
  4. Use product-specific labels and data. Do not invent metrics, activity, testimonials, users, or placeholder workflows to make a layout look complete.

Optional UIZZE Evidence

The free skill and public catalogue work without an account, token, dependency, script, or executable. If a concrete unresolved visual question would benefit from evidence, use the smallest relevant set of screens or materials.

The optional authenticated UIZZE MCP exposes exactly find_ui_references and find_ui_materials. Use it only when those tools are actually available. If a search returns nothing, continue silently from repository evidence. Never claim an MCP-backed result that was not returned by the host.

Treat references as evidence, not templates. Transfer useful decisions about hierarchy, density, navigation, controls, responsive behavior, and state handling; never copy another product's branding, proprietary text, imagery, or exact layout.

Install the current free skill directly from its canonical source:

npx skills add https://uizze.com --skill anti-ui-slop

Finish

When the environment supports it, render and inspect the result once. Fix observable breakage such as clipping, overlap, distorted media, inaccessible or inert controls, missing required states, and unintentional responsive behavior. Run the project's normal checks and keep the handoff concise.

Limitations

  • This workflow does not replace product validation, accessibility review, security review, or project-specific tests.
  • UIZZE evidence is optional and may legitimately return no useful result.
  • A reference is not permission to copy another product's identity or assets.
FAQ

What is 'UI Slop'?

It's when a user interface looks generic, disconnected from the product's style, or fails to consider all possible states (like empty or error screens).

Do I need a UIZZE account?

No, the free version of the tool works without an account. You can use extra features if you have an account, but it's not required.

Will the AI copy other screens?

No, it uses other screens for design inspiration but doesn't copy the look, text, or logos of other products. The focus is always on your project's style.

Details

Original description by the author

Stop coding agents from shipping generic UI. Extend the product's design system, use UIZZE evidence only when useful, cover required states, and inspect the rendered result.

repo: sickn33/agentic-awesome-skills

Popularity

GitHub stars
48k
Ranking position
#2143
License
MIT
Updated
10/15/2026

Is this skill useful?

0

Sign in to vote.

Comments

  • …

More skills from this repository

Similar skills