Code Review & Testing · IN-DEPTH PROFILE

anti-ui-slop

Product-specific UI design contracts grounded in real interface evidence and a hard finish gate.

Best for

Product teams fighting generic generated UI

What you get

Inspect the product + Build a design contract

Main limitation

Requires access to the repository and ideally external UIZZE references or user-provided screenshots.

First risk

Copying external interface patterns too literally. Reference browsing can pull proprietary wording, branding, or layout into the product. Transfer principles and workflow structure only, record sources, and preserve the product's own visual language.

EVIDENCE FRESHNESS

Three checks, kept separate

A recent source check is not a runtime test or security audit.

Upstream sourceChecked 2026-08-20

Pinned revision · 318066d2

Open pinned commit
SkillSignal profileEditorial metadata

Updated 2026-08-20

Runtime & securityNot independently verified

Source review does not certify behavior or safety.

30-SECOND BRIEF

What it does—and when it fits

Anti UI Slop is a GitHub Awesome Copilot workflow for making web and iOS interfaces visibly specific to the product. It combines repository evidence, selected real-interface references, a concrete design contract, complete state handling, and a finish gate for responsiveness and accessibility.

INSTALL BY AGENT

Choose your Agent

Paths come from official Agent docs or the universal installer behind skills.sh. Compatibility still follows this Skill's record.

Native

This Skill's current record explicitly names this Agent. Still inspect scripts, permissions, and external dependencies first.

Project scope.agents/skills/anti-ui-slop/
Personal scope~/.copilot/skills/anti-ui-slop/

Use project scope for team sharing and personal scope across repositories. The installer defaults to project scope; add -g for personal scope.

Install command (project scope)npx skills add github/awesome-copilot --skill anti-ui-slop --agent github-copilot
Official agent docs

Copilot also accepts .github/skills and .claude/skills at project scope. Preview untrusted Skills before enabling scripts.

View path evidence

TYPICAL WORKFLOW

A practical workflow

01

Inspect the product

Identify the user job, primary action, real nouns, states, and existing design system.

02

Build a design contract

Translate three to five relevant references into product-specific hierarchy and behavior rules.

03

Run the finish gate

Block completion on generic patterns, inert controls, missing states, or accessibility failures.

THE TRADEOFFS

Advantages and tradeoffs

Notable strengths

  1. Connects visual decisions to the real user job instead of generic aesthetics.
  2. Makes responsive, state, and accessibility completeness part of the design contract.

Limitations

  1. Requires access to the repository and ideally external UIZZE references or user-provided screenshots.
  2. Reference-driven design still requires judgment and cannot prove usability without user research.

BEST FIT

Who it is for

Product teams fighting generic generated UI

Frontend and iOS developers defining a verifiable design direction

BEFORE YOU USE IT

Risks to review before use

Medium

Copying external interface patterns too literally

Reference browsing can pull proprietary wording, branding, or layout into the product. Transfer principles and workflow structure only, record sources, and preserve the product's own visual language.

SECURITY

What the permission profile means

  • Do not expose private product data while searching public references.
  • Treat external screenshots as design evidence, not permission to copy assets.

Not a security certification. External ratings are attributed references. SkillSignal has not independently executed or security-reviewed this Skill.

INSIDE THE PACKAGE

Indexed files

SKILL.mdUpstream package contentSource-linked

TAGS

ui-designdesign-contractaccessibility

Original SkillSignal editorial profile grounded in GitHub Awesome Copilot commit 318066d2, checked 2026-08-20; not independently executed or security-certified.