ux-evaluator

This skill should be used when evaluating UI components against UX best practices. Use for reviewing buttons, navigation elements, spacing, visual hierarchy, or any interface element. Provides a systematic 3-dimension framework (Position, Visual Weight, Spacing) aligned with industry standards (Balsamiq, Nielsen heuristics). Invoke when user asks to "review UX", "check button design", "evaluate layout", or references design guidelines.

25 stars

Best use case

ux-evaluator is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

This skill should be used when evaluating UI components against UX best practices. Use for reviewing buttons, navigation elements, spacing, visual hierarchy, or any interface element. Provides a systematic 3-dimension framework (Position, Visual Weight, Spacing) aligned with industry standards (Balsamiq, Nielsen heuristics). Invoke when user asks to "review UX", "check button design", "evaluate layout", or references design guidelines.

Teams using ux-evaluator should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/ux-evaluator/SKILL.md --create-dirs "https://raw.githubusercontent.com/ComeOnOliver/skillshub/main/skills/aiskillstore/marketplace/92bilal26/ux-evaluator/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/ux-evaluator/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How ux-evaluator Compares

Feature / Agentux-evaluatorStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

This skill should be used when evaluating UI components against UX best practices. Use for reviewing buttons, navigation elements, spacing, visual hierarchy, or any interface element. Provides a systematic 3-dimension framework (Position, Visual Weight, Spacing) aligned with industry standards (Balsamiq, Nielsen heuristics). Invoke when user asks to "review UX", "check button design", "evaluate layout", or references design guidelines.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# UX Evaluator

## Overview

Systematically evaluate UI components against established UX principles using a 3-dimension framework. Transform subjective design feedback into actionable, evidence-based recommendations by comparing against industry conventions and authoritative sources.

**Core Value**: Prevents subjective design debates by grounding decisions in documented best practices.

## When to Use This Skill

**Triggers**:
- User provides UX feedback on a component
- User references external design guidelines (Balsamiq, Nielsen, Material Design)
- User asks to "review", "evaluate", or "check" UI elements
- User questions button labels, spacing, or visual hierarchy
- Before implementing UI changes that affect user interaction

**Do NOT use for**:
- Pure visual aesthetics (colors, fonts) without UX implications
- Backend or non-UI changes
- When user has already made a firm decision and just wants implementation

## Evaluation Framework

### The 3-Dimension Analysis

For ANY UI component, evaluate these three dimensions:

| Dimension | What to Analyze | Key Questions |
|-----------|-----------------|---------------|
| **1. Position** | Where is it located relative to other elements? | Does position follow conventions? Is it discoverable? |
| **2. Visual Weight** | How prominent is it visually? | Does it compete with primary actions? Is hierarchy clear? |
| **3. Spacing** | What's the gap from adjacent elements? | Is there adequate separation? Is spacing consistent? |

### Evaluation Workflow

```
Step 1: GATHER CONTEXT
├── What component is being evaluated?
├── What user feedback or concern triggered this?
├── Is there an external reference (article, guideline)?
└── What is the component's purpose (primary CTA, utility, navigation)?

Step 2: ANALYZE CURRENT STATE
├── Position: Document exact location in layout
├── Visual Weight: Describe styling (filled, ghost, icon-only, etc.)
├── Spacing: Measure gaps from adjacent elements
└── Compare to industry conventions (see references/)

Step 3: PRODUCE VERDICT
├── For each dimension: CORRECT / NEEDS CHANGE / ACCEPTABLE
├── If NEEDS CHANGE: Specific recommendation with rationale
├── Reference authoritative source for each recommendation
└── Prioritize changes (P1: breaks UX, P2: suboptimal, P3: polish)
```

## Component-Specific Guidelines

### Buttons (Action Elements)

**Position**:
- Primary action (Sign Up, Submit, Buy) → RIGHT side
- Secondary action (Cancel, Sign In) → LEFT of primary
- Utility controls (theme, settings) → FAR RIGHT after primary actions

**Visual Weight**:
- Primary: Filled background, brand color, shadow
- Secondary: Ghost/outline, no fill, subtle border
- Utility: Icon-only or minimal text, neutral color

**Spacing**:
- Between button groups: 1.5rem (24px) minimum
- Between buttons in same group: 0.5rem-0.75rem (8-12px)
- Touch targets: 44px minimum height on mobile

**Labels**:
- Use conventional labels: "Sign Up" not "Get Started", "Sign In" not "Login"
- Say exactly what happens: "Delete Account" not "Proceed"
- Verb-first for actions: "Create Project", "Send Message"

### Navigation Elements

**Position**:
- Logo → LEFT
- Primary nav → CENTER or after logo
- Utility items (search, auth, theme) → RIGHT

**Visual Weight**:
- Active state clearly distinguished
- Current page indicator visible
- Don't compete with page content

**Spacing**:
- Group related items visually
- Clear separation between nav groups
- Adequate click/tap targets

### Form Elements

**Position**:
- Labels above or to the left of inputs
- Submit button at bottom, right-aligned or full-width
- Error messages adjacent to field

**Visual Weight**:
- Required fields marked clearly
- Error states prominent (red border/text)
- Success states confirmatory (green checkmark)

**Spacing**:
- Consistent vertical rhythm between fields
- Label-to-input gap: 0.25-0.5rem
- Field-to-field gap: 1-1.5rem

## Industry Conventions Reference

### Button Order (Major Sites)

| Site | Pattern |
|------|---------|
| GitHub | [Sign In] [Sign Up] - secondary left, primary right |
| Stripe | [Sign In] [Start now →] - secondary left, primary right |
| Google | [Sign In] [Create account] - same pattern |
| Notion | [Log in] [Get Notion free] - same pattern |

**Verdict**: Secondary LEFT, Primary RIGHT is the standard.

### Theme Toggle Placement

| Site | Placement |
|------|-----------|
| GitHub | Far right, after user menu |
| VS Code Docs | Far right |
| Stripe Docs | Far right |
| Discord | In settings, not navbar |

**Verdict**: Far right (after auth) or in settings dropdown.

### Utility Control Visual Weight

| Control | Expected Weight |
|---------|-----------------|
| Theme toggle | Icon-only, subtle, doesn't compete with CTAs |
| Search | Icon trigger or compact input, expandable |
| Language selector | Icon or compact dropdown |

**Verdict**: Utilities should be accessible but subordinate to primary actions.

## Output Format

When evaluating a component, produce this structured output:

```markdown
## [Component Name] Evaluation

### Current State
- **Position**: [Description]
- **Visual Weight**: [Description]
- **Spacing**: [Measurements]

### Analysis

| Dimension | Assessment | Rationale |
|-----------|------------|-----------|
| Position | [OK/CHANGE] | [Why, with reference] |
| Visual Weight | [OK/CHANGE] | [Why, with reference] |
| Spacing | [OK/CHANGE] | [Why, with reference] |

### Verdict: [CORRECT / NEEDS CHANGES]

### Recommendations (if any)
| Priority | Change | Rationale |
|----------|--------|-----------|
| P1 | [Specific change] | [Reference to principle] |
| P2 | [Specific change] | [Reference to principle] |
```

## References

See `references/` for detailed UX principles:
- `balsamiq-button-principles.md` - Button design best practices
- `nielsen-heuristics.md` - 10 usability heuristics (to be added)

## Self-Monitoring

Before finalizing evaluation:
- [ ] All 3 dimensions analyzed (Position, Visual Weight, Spacing)
- [ ] Current state documented with specifics (not vague descriptions)
- [ ] Each recommendation references an authoritative source or convention
- [ ] Compared against industry conventions (GitHub, Stripe, etc.)
- [ ] Priorities assigned (P1/P2/P3) based on UX impact
- [ ] Verdict is clear and actionable

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