Setting the skill. One moment.
Skills
Skill 17 of 200
Anti UI Slop
Stop coding agents from shipping generic UI.
1 minute · 305 words · 8 sections
Install
npx skills add github/awesome-copilot --skill anti-ui-slopnpx skills add github/awesome-copilot/plugin marketplace add github/awesome-copilotThe first command installs just this skill, by the name in its SKILL.md; the second installs the whole repository.
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 (opens in a new tab).
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.
About this skill
Trigger
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".
The verbatim description from this skill’s front matter — the string an agent matches on to decide whether to load it.
- Licence
- MIT
- Source
skills/anti-ui-slop/SKILL.md
Colophon for this issue
Colophon
How this issue was made- Source
- github.com/github/awesome-copilot, branch
main, last pushed 24 September 2026. - Licence
- MIT — the text of every skill is reproduced unmodified, frontmatter included, under the upstream licence.
- Discovery
- 200 skills found by walking the repository tree for
SKILL.md, not by matching a directory convention. 2 distinct layouts observed:.github/skills/*/SKILL.md,skills/*/SKILL.md. - Authorship
- 3 of 200 skills are installed into the repository rather than published from it. They are shelved in the closing “Credited skills” part and remain the work of their own authors. A skill counts as credited when its only copy lives under one agent’s dot directory; visible directories, per-agent mirror sets, and skills installable from this repository on skills.sh all count as published.
- Issue colours
- Resolved from a curated brand profile — hue 295°, chroma 0.190. Two accent tones are generated per issue and each is proven against its own ground before it ships: a single accent that passes AA on both light and dark paper is arithmetically impossible.
- Heading repairs
- 1 repair applied to this skill so the document has one
h1and no skipped levels:- Shifted “8 headings” from h1 to h2 so the skill title is the only h1.
- Spec compliance
- Every skill satisfies the Agent Skills specification’s frontmatter rules.
- Images
- Images inside a skill come from the upstream repository. Where the author gave no alternative text we mark the image decorative rather than inventing a description — a plausible caption we made up is worse than none for the reader who depends on it.
- Marketplace
- A plugin manifest is published at
.github/plugin/marketplace.jsonby GitHub, declaring 162 plugins. It is read for editorial metadata only — never as the skill index, which is always the repository tree. - Signal
- Install counts come from skills.sh. They measure downloads, not quality, and an unranked repository is not an unread one.
- Agent surfaces
- The whole issue is available as one markdown document at
/github/awesome-copilot.md, and each skill at its own.mdURL. - Publication
- Set by Skills Docs from the source repository. Body text is Literata at the reader’s chosen size and measure; code is Geist Mono. Nothing on this page was written by us except this paragraph.