ui-design-review
Prompting patterns and review templates for UI design analysis with Gemini multimodal capabilities. Use when conducting design reviews, accessibility audits, or design system validation.
Best use case
ui-design-review is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Prompting patterns and review templates for UI design analysis with Gemini multimodal capabilities. Use when conducting design reviews, accessibility audits, or design system validation.
Teams using ui-design-review 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
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/ui-design-review/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How ui-design-review Compares
| Feature / Agent | ui-design-review | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Prompting patterns and review templates for UI design analysis with Gemini multimodal capabilities. Use when conducting design reviews, accessibility audits, or design system validation.
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.
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SKILL.md Source
# UI Design Review Skill
## Overview
This skill provides prompting patterns, checklists, and templates for conducting UI design reviews using Gemini's multimodal vision capabilities.
## When to Use
- Reviewing screenshots, wireframes, or mockups
- Conducting accessibility audits
- Validating design system consistency
- Comparing implementation to design reference
- Analyzing UI patterns and usability
## Model Routing
### Gemini API Key Detection
```bash
# Check API key availability and select model
determine_gemini_model() {
if [[ -n "$GEMINI_API_KEY" ]]; then
echo "g/gemini-3-pro-preview" # Direct Gemini API
elif [[ -n "$OPENROUTER_API_KEY" ]]; then
echo "google/gemini-3-pro-preview" # OpenRouter
else
echo "ERROR: No API key available (need GEMINI_API_KEY or OPENROUTER_API_KEY)"
return 1
fi
}
GEMINI_MODEL=$(determine_gemini_model)
```
### Why `or/` Prefix for OpenRouter
The model ID `google/gemini-3-pro-preview` collides with Claudish's automatic routing:
| Model ID | Routes To | Requires |
|----------|-----------|----------|
| `google/gemini-*` | Gemini Direct | GEMINI_API_KEY |
| `google/gemini-*` | OpenRouter | OPENROUTER_API_KEY |
| `g/gemini-*` | Gemini Direct (explicit) | GEMINI_API_KEY |
**Rule**: Always use `or/` prefix when routing Google models through OpenRouter.
## Passing Images to Claudish
### Method 1: Image File Path (Recommended)
```bash
# Pass image file directly with --image flag
npx claudish --model "$GEMINI_MODEL" --image "$IMAGE_PATH" --quiet --auto-approve <<< "$ANALYSIS_PROMPT"
# Example
npx claudish --model "g/gemini-3-pro-preview" --image "screenshots/dashboard.png" --quiet --auto-approve <<< "Analyze this UI for usability issues."
```
### Method 2: Base64 Encoded (For Inline Images)
```bash
# Encode image to base64
IMAGE_B64=$(base64 -i "$IMAGE_PATH")
# Include in prompt with data URI
printf '%s' "[Image: data:image/png;base64,$IMAGE_B64]
Analyze this UI for usability issues." | npx claudish --stdin --model "$GEMINI_MODEL" --quiet --auto-approve
```
### Method 3: URL Reference (For Remote Images)
```bash
# Reference image by URL
printf '%s' "[Image: https://example.com/screenshot.png]
Analyze this UI for usability issues." | npx claudish --stdin --model "$GEMINI_MODEL" --quiet --auto-approve
```
## Prompting Patterns
### Pattern 1: General Usability Review
```markdown
Analyze this UI screenshot for usability issues.
**Image**: [attached or path]
**Focus Areas**:
1. Visual hierarchy - Is the most important content prominent?
2. Affordances - Do interactive elements look clickable/tappable?
3. Feedback - Is system status clearly communicated?
4. Consistency - Do similar elements behave similarly?
5. Error prevention - Are destructive actions guarded?
**Output Format**:
For each issue found:
- **Location**: Where in the UI
- **Issue**: What the problem is
- **Principle**: Which design principle it violates
- **Severity**: CRITICAL/HIGH/MEDIUM/LOW
- **Recommendation**: Specific fix
```
### Pattern 2: WCAG Accessibility Audit
```markdown
Audit this UI for WCAG 2.1 AA compliance.
**Image**: [attached or path]
**Checklist**:
1. **Perceivable**
- [ ] Text contrast >= 4.5:1 (WCAG 1.4.3)
- [ ] Non-text contrast >= 3:1 (WCAG 1.4.11)
- [ ] Information not conveyed by color alone (WCAG 1.4.1)
- [ ] Text resizable to 200% (WCAG 1.4.4)
2. **Operable**
- [ ] Keyboard accessible (WCAG 2.1.1)
- [ ] No keyboard traps (WCAG 2.1.2)
- [ ] Focus visible (WCAG 2.4.7)
- [ ] Touch targets >= 44x44px (WCAG 2.5.5)
3. **Understandable**
- [ ] Labels present for inputs (WCAG 3.3.2)
- [ ] Error identification clear (WCAG 3.3.1)
- [ ] Instructions available (WCAG 3.3.2)
4. **Robust**
- [ ] Valid structure implied (headings, regions)
**Output Format**:
| Criterion | Status | Notes | Fix |
|-----------|--------|-------|-----|
| 1.4.3 | PASS/FAIL | Details | Recommendation |
```
### Pattern 3: Design System Consistency Check
```markdown
Compare this implementation against the design system.
**Implementation Image**: [attached or path]
**Design System Reference**: [tokens, components, patterns]
**Validation Points**:
1. **Colors**
- Primary, secondary, accent colors
- Semantic colors (success, warning, error)
- Background and surface colors
2. **Typography**
- Font family usage
- Size scale adherence
- Weight usage (regular, medium, bold)
- Line height consistency
3. **Spacing**
- Margin scale (4, 8, 16, 24, 32, 48...)
- Padding consistency
- Gap between elements
4. **Components**
- Button variants (primary, secondary, ghost)
- Input styles (default, focus, error, disabled)
- Card patterns
5. **Elevation**
- Shadow levels
- Border usage
- Layer hierarchy
**Output Format**:
| Element | Expected | Actual | Deviation |
|---------|----------|--------|-----------|
| Button BG | #2563EB | #3B82F6 | Wrong shade |
```
### Pattern 4: Comparative Design Review
```markdown
Compare the implementation screenshot to the original design.
**Design Reference**: [Figma export or mockup]
**Implementation**: [Screenshot of built UI]
**Comparison Points**:
1. Layout and positioning accuracy
2. Color fidelity
3. Typography matching
4. Spacing precision
5. Component rendering
6. Responsive behavior (if multiple sizes)
**Output Format**:
## Match Analysis
**Overall Fidelity**: X/10
### Exact Matches
- [List elements that match perfectly]
### Deviations
| Element | Design | Implementation | Impact | Fix |
|---------|--------|----------------|--------|-----|
| CTA Button | #2563EB | #3B82F6 | Visual | Change to design color |
### Missing Elements
- [Elements in design but not in implementation]
### Extra Elements
- [Elements in implementation but not in design]
```
## Review Templates
### Quick Review (5 minutes)
Focus on critical issues only:
1. Can users complete the primary task?
2. Are there any major accessibility barriers?
3. Is the visual hierarchy clear?
4. Are interactive elements obviously interactive?
### Standard Review (15 minutes)
Full heuristic evaluation:
1. All Nielsen's 10 heuristics
2. WCAG AA key criteria
3. Visual design quality
4. Interaction design
### Comprehensive Review (30+ minutes)
Deep analysis including:
1. Full heuristic evaluation
2. Complete WCAG AA audit
3. Design system consistency
4. Competitive analysis context
5. User flow mapping
## Severity Guidelines
| Severity | User Impact | Examples | Action |
|----------|-------------|----------|--------|
| **CRITICAL** | Blocks task completion | Invisible submit button, broken flow | Fix immediately |
| **HIGH** | Major barrier | Fails WCAG AA, confusing navigation | Fix before release |
| **MEDIUM** | Noticeable friction | Inconsistent spacing, unclear labels | Fix in next sprint |
| **LOW** | Polish opportunity | Minor alignment, shade variance | Backlog |
## Integration with Multi-Model Validation
Use claudish CLI for multi-model design reviews:
```bash
claudish --model google/gemini-3-pro-preview --stdin --quiet <<EOF > ${SESSION_PATH}/reviews/design-review/gemini.md
Review the dashboard screenshot at screenshots/dashboard.png
Focus on usability and accessibility.
EOF
```
This enables:
- Running multiple design reviewers in parallel
- Consensus analysis on design issues
- Different model perspectives (Gemini vision, Claude reasoning)
## Best Practices
### DO
- Always validate image inputs exist before analysis
- Cite specific design principles for every issue
- Provide actionable, specific recommendations
- Prioritize by severity (CRITICAL first)
- Use Gemini for visual analysis (not guessing)
### DON'T
- Give vague aesthetic opinions ("looks bad")
- Overwhelm with LOW severity items
- Forget accessibility considerations
- Skip the principle citation
- Assume implementation details without seeingRelated Skills
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