agent evaluation skill risk: low

UX/UI Principles Agent Skills

The prompt describes a collection of five agent skills for evaluating interfaces against 168 research-backed UX/UI principles, detecting antipatterns, and injecting UX context into…

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---
name: uxui-principles
description: "Evaluate interfaces against 168 research-backed UX/UI principles, detect antipatterns, and inject UX context into AI coding sessions."
---
# UX/UI Principles

A collection of 5 agent skills for evaluating interfaces against 168 research-backed UX/UI principles, detecting antipatterns, and injecting UX context into AI-assisted design and coding sessions.

**Source:** https://github.com/uxuiprinciples/agent-skills

## Skills

| Skill | Purpose |
|-------|---------|
| `uxui-evaluator` | Evaluate interface descriptions against 168 research-backed principles |
| `interface-auditor` | Detect UX antipatterns using the uxuiprinciples smell taxonomy |
| `ai-interface-reviewer` | Audit AI-powered interfaces against 44 AI-era UX principles |
| `flow-checker` | Check user flows against decision, error, and feedback principles |
| `vibe-coding-advisor` | Inject UX context into vibe coding sessions before implementation |

## When to Use
- Auditing an existing interface for UX issues
- Checking if a UI follows research-backed best practices
- Detecting antipatterns and UX smells in designs
- Reviewing AI-powered interfaces for trust, transparency, and safety
- Getting UX guidance before or during implementation

## How It Works

1. Install any skill from the collection
2. Describe the interface, screen, or flow you want to evaluate
3. The skill evaluates against the relevant principles and returns structured findings with severity levels and remediation steps
4. Optionally connect to the uxuiprinciples.com API for enriched output with full citations

## Install

```
npx skills add uxuiprinciples/agent-skills
```

## Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

ROLES & RULES

Use this skill only when the task clearly matches the scope described above.
Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

EXPECTED OUTPUT

Format

markdown

Constraints

include table of skills
list usage scenarios
provide installation command
state limitations

FAILURE MODES

May be used outside intended scope.
Output may be treated as substitute for validation or expert review.

CAVEATS

Dependencies

Requires npx skills add uxuiprinciples/agent-skills
Optionally connect to the uxuiprinciples.com API

Missing context

Target audience or user expertise level
Exact output format or schema for findings
Example inputs and expected outputs

Ambiguities

Does not specify desired output length or exact structure of 'structured findings'.
Does not define how the 168 principles or smell taxonomy are concretely applied during evaluation.

QUALITY

OVERALL: 0.55
CLARITY: 0.80
SPECIFICITY: 0.55
REUSABILITY: 0.35
COMPLETENESS: 0.60

IMPROVEMENT SUGGESTIONS

Add a required JSON schema or template for the structured findings returned by each skill.
Include one concrete example of an interface description and the corresponding evaluation output.

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.