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".
Stop AI coding agents from shipping generic UI.
Build product-specific UI with 800,000+ real web and iOS screens via UIZZE.
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.
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.
Choose at most one file for the current request:
reference/new-work.mdreference/operate.mdreference/polish.mdreference/distill.mdreference/audit.mdreference/ios.mdDo not load a second playbook. Apply judgment rather than treating its examples as a checklist.
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.
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.
Copy a source-pinned command for your client. You run it yourself.
Destination: .claude/skills/anti-ui-slop · pinned to the source commit
git clone https://github.com/github/awesome-copilot.git
cd awesome-copilot
git checkout d0d9d9f014abb27bf0d8321851867500a3a46bba
mkdir -p ".claude/skills/anti-ui-slop"
cp -r "skills/anti-ui-slop" ".claude/skills/anti-ui-slop"Review the source before running. This copies files into your project; it is not a one-click install and does not verify runtime safety.
Scanner static-checks@0.1.0 · commit d0d9d9f014ab. Static checks cannot prove runtime safety – review the source and the exact diff before installing. How checks work.
No static rules matched. This is not a safety guarantee.