1. Inspect the Product Before Designing
Read the repository and identify:
github/awesome-copilot
Stop Codex, GitHub Copilot, Claude Code, and Cursor from shipping generic UI. Use UIZZE’s public catalogue of 800,000+ real web and iOS screens to extract product-specific design decisions and enforce a hard finish gate for web and iOS interfaces.
npx skills add https://github.com/github/awesome-copilot --skill "skills/anti-ui-slop"Source checked Jul 28, 2026·Refresh due Oct 26, 2026
Reorganized from the pinned upstream SKILL.md
Use this skill when building, refactoring, or reviewing a web or iOS interface. The goal is not to make a generic layout prettier. The goal is to make the interface visibly belong to this product, support its real user job, and behave correctly in every important state.
npx skills add https://github.com/github/awesome-copilot --skill "skills/anti-ui-slop"The pinned source contains enough sections and task detail for a source-grounded deep guide; automated content is still not an independent test.
727 source words · 10 usable sections
Design process
Sections are extracted automatically from the pinned SKILL.md and link back to the source.
Read the repository and identify:
Search the public catalogue at https://uizze.com and select three to five relevant web or iOS screens. Prefer references that match the target workflow, information density, navigation model, or interaction pattern—not merely its industry or color palette.
Before changing code, write a short contract with these fields:
Reuse the repository’s components and semantic tokens before adding new ones.
Render the result at every supported breakpoint and block completion when any item fails:
SkillSignal prompt templates
These prompts were written by SkillSignal from the source structure; they are not upstream text.
Source-grounded prompt
Use for a design task while explicitly checking the source sections.
Use anti-ui-slop for this design task: [task]. Inputs and constraints: [details]. Work through these pinned SKILL.md sections: “1. Inspect the Product Before Designing”, “2. Collect Real Interface Evidence”, “3. Write a Design Contract”, “4. Build in the Product’s Language”, “5. Run the Finish Gate”. Cite the concrete requirements that shape each step, do not invent capabilities absent from the source, and verify the result against: [acceptance criteria].
Design checklist
The source section “1. Inspect the Product Before Designing” has been checked.
The source section “2. Collect Real Interface Evidence” has been checked.
The source section “3. Write a Design Contract” has been checked.
The source section “4. Build in the Product’s Language” has been checked.
Static permission evidence
These are source excerpts matched by deterministic rules, not findings of malicious behavior, safety, or actual execution.
SKILL.md · L5
Browse 800,000+ real web and iOS screens at https://uizze.com before choosing a layout.The documentation includes network, browsing, or remote request actions.
SKILL.md · L11
Read the repository and identify:The documentation asks the agent to read local files, directories, or repositories.
Choose a different workflow
Use it for engineering and marketing tasks; the detail page covers purpose, installation, and practical steps.
A separate implementation from nexu-io/open-design; compare its source, maintenance signals, and permission requirements.
Open source detailDeploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform.
A separate implementation from openai/skills; compare its source, maintenance signals, and permission requirements.
Open source detailREST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production APIs.
A separate implementation from affaan-m/ECC; compare its source, maintenance signals, and permission requirements.
Open source detailFAQ
Use this skill when building, refactoring, or reviewing a web or iOS interface. The goal is not to make a generic layout prettier. The goal is to make the interface visibly belong to this product, support its real user job, and behave correctly in every important state.
The source record exposes this install command: npx skills add https://github.com/github/awesome-copilot --skill "skills/anti-ui-slop". Inspect the command and pinned source before running it.
The pinned source record declares support for: codex, claude code, cursor.
Static rules flagged network, read-files in the source; the page lists the matching lines and excerpts.
Quality breakdown
Based on traceable docs and repository signals; stars are not treated as quality.
Compare before choosing
These links are selected from shared tasks, functions, stacks, platforms, and same-name variants. Compare the source owner, documentation, permissions, and maintenance signals.
Use it for engineering and marketing tasks; the detail page covers purpose, installation, and practical steps.
Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform.
REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production APIs.
Patterns and architectures for autonomous Claude Code loops — from simple sequential pipelines to RFC-driven multi-agent DAG systems.
GAN-inspired Generator-Evaluator agent harness for building high-quality applications autonomously. Based on Anthropic's March 2026 harness design paper.
Use this skill when building, refactoring, or reviewing a web or iOS interface. The goal is not to make a generic layout prettier. The goal is to make the interface visibly belong to this product, support its real user job, and behave correctly in every important state.
Browse 800,000+ real web and iOS screens at https://uizze.com before choosing a layout.
The workflow is instruction-only. It does not execute third-party code or require credentials.
Read the repository and identify:
Do not invent product requirements, analytics, user research, or hidden states.
Search the public catalogue at https://uizze.com and select three to five relevant web or iOS screens. Prefer references that match the target workflow, information density, navigation model, or interaction pattern—not merely its industry or color palette.
For each reference, record:
Transfer hierarchy, workflow shape, density, navigation, control behavior, responsive treatment, and state handling. Never copy another product’s branding, proprietary text, imagery, or exact layout.
If catalogue browsing is unavailable, ask the user for two or three UIZZE links or screenshots. If they cannot provide them, continue from repository evidence and label the missing reference evidence explicitly.
Before changing code, write a short contract with these fields:
| Field | Decision |
|---|---|
| Screen job | The one outcome this screen enables |
| Primary user and action | Who acts, and what they do |
| Content hierarchy | What must be understood first, second, and third |
| Navigation and controls | Product-specific structure and interaction model |
| Visual language | Type, spacing, density, surfaces, imagery, and motion rules |
| Required states | Loading, empty, error, partial, success, disabled, permission |
| Responsive behavior | What changes across supported widths and input modes |
| Evidence used | Reference links and transferable decisions |
| Forbidden defaults | Generic patterns that would erase product specificity |
| Acceptance criteria | Observable conditions required before shipping |
The contract must name concrete choices. “Clean,” “modern,” “intuitive,” and “premium” are not design decisions.
Render the result at every supported breakpoint and block completion when any item fails:
Fix every blocking failure and re-run the gate before declaring the UI complete.
Report the finished work in this order: