anti-ui-slop
Stop coding agents from shipping generic UI. Use UIZZE''s 800,000+ real web and iOS screens to build product-specific interfaces, define a design contract, cover required states, and run a hard finish gate
Install / Use
npx skills add github/awesome-copilot --skill anti-ui-slopInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
LegalSupported Platforms
Our assessment of anti-ui-slop
anti-ui-slop scores 88/100 on our quality scale, 20th of 50 Legal skills we index (top 40%).
Its SKILL.md is 3.2 KB long, well organised into 8 sections and no code examples: a solid amount of guidance for an agent.
With 39,348 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated yesterday, so anti-ui-slop is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.
Automated pattern scan on 2026-09-25. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
anti-ui-slop compared with similar skills
All 4 of these similar skills score higher than anti-ui-slop; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| anti-ui-slop (this skill)by github | 88 | 39.3k | 1d ago | SKILL.md |
| algorithmic-artby anthropics | 100 | 177.9k | 2d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 2d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 3d ago | SKILL.md |
| ui-ux-pro-maxby nextlevelbuilder | 100 | 130.2k | 3d ago | SKILL.md |
Frequently asked questions
- How do I install anti-ui-slop?
- Run
npx skills add github/awesome-copilot --skill anti-ui-slop. The install tabs above show the steps for each supported agent. - Which AI agents does anti-ui-slop work with?
- It is written for Claude Code, Cursor, GitHub Copilot and OpenAI Codex, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is anti-ui-slop safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is anti-ui-slop still maintained?
- The repository was last updated yesterday, so anti-ui-slop is actively maintained.
Skill content
View source on GitHubname: anti-ui-slop description: 'Stop coding agents from shipping generic UI. Use UIZZE''s 800,000+ real web and iOS screens to build product-specific interfaces, define a design contract, cover required states, and run a hard finish gate. Use when designing, implementing, redesigning, critiquing, or pre-ship reviewing a web or iOS interface in Codex, Claude Code, Cursor, Copilot, or another coding agent. Trigger with "anti-ui-slop", "stop UI slop", "ground this UI in real screens", or "run the UI finish gate".' license: MIT metadata: version: "1.2.13" author: "UIZZE business@uizze.com" compatibility: "Designed for Claude Code, Codex, Cursor, and GitHub Copilot; works in any agent that can read project files and fetch a URL." tags: "ui-design, design-system, design-review, frontend, web-ui, ios-ui"
Stop AI coding agents from shipping generic UI.
Stop Making UI Slop
Build product-specific UI with 800,000+ real web and iOS screens via UIZZE.

Overview
Use the product brief, existing UI, components, and local design system to make intentional interfaces. Uizze supplies focused design guidance and, when useful, a small number of relevant visual references.
Prerequisites
- A screen or component to build, redesign, or review — a file path or a short description.
- The product's existing components, design tokens, and visual language, so the build extends them instead of inventing a new system.
- Optional access to the paid Uizze MCP for focused references and hosted materials.
Authentication
- The free skill and public catalogue work without an account, token, MCP connection, dependency, script, or executable.
- The optional full UIZZE MCP may use the host's normal connection and authentication flow. Never claim it is connected without an actual host result.
Work from the product
Read the brief, existing UI, components, tokens, and constraints before designing. They always outrank this skill. Keep familiar interaction conventions and make the product's own objects, workflow, and priorities visually clear. Do not add novelty for its own sake.
Load one playbook
Choose at most one file for the current request:
- New interface or major redesign:
reference/new-work.md - Product or dashboard work:
reference/operate.md - Refinement and polish:
reference/polish.md - Simplification or distillation:
reference/distill.md - Explicit audit:
reference/audit.md - Native iOS work:
reference/ios.md
Do not load a second playbook. Apply judgment rather than treating its examples as a checklist.
Optional Uizze evidence
Read references/uizze-reference-policy.md before using the paid MCP. It exposes exactly find_ui_references and find_ui_materials. Use them only when a concrete unresolved visual or material question would benefit from evidence. If they return nothing, continue silently.
Finish
Complete the requested scope. When the environment supports it, render and inspect once. Fix observable breakage such as clipping, overlap, distorted media, inaccessible controls, or inert interactions. Keep the handoff concise.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
