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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.
Passed 19 of 22 test cases with the skill, and 15 of 22 without it.
and 1 more in the full report
4 fixed15 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
What primary requirement must be met regarding user comprehension at the finish gate check?
| Checked | Without skill | With skill |
|---|---|---|
| The response requires that the screen's purpose is immediately obvious to the user. | Missed | Passed |
The instructions your model reads when the skill loads.
Build product-specific interfaces with UIZZE's free anti-ui-slop workflow. Use the product brief, existing components, and design system to make the screen's hierarchy, content, controls, and states intentional.
Use it to design, implement, redesign, critique, or finish a web or iOS interface, especially when a first draft feels generic or omits important states.
The workflow works without an account, token, script, or MCP connection. Continue from repository evidence when external references are unavailable.
Use anti-ui-slop on our billing settings page. Make the current plan,
payment method, and invoice history easy to scan. Reuse our components
and tokens. Cover no invoices, payment failure, and read-only access.
Inspect desktop and mobile output and fix visible breakage.
For a focused review, identify the three most useful changes first and implement them within the requested scope.
The separate paid UIZZE MCP offers focused reference search across 800,000+ real web and iOS screens. It exposes exactly two tools:
find_ui_references finds or inspects up to three full-screen references.find_ui_materials finds up to three hosted fonts, icons, animated icons, or explicitly requested packs.Use those tools only when the host provides an authenticated connection and a concrete visual question would benefit from evidence. If retrieval returns nothing, continue from the project. Never claim a tool result that the host did not return.
Adapt useful decisions about hierarchy, density, controls, and states to the product's own design system. Preserve its identity and content.
test cases passed, vs 15 / 22 without
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