UX Audit
SkillAI & modelsSystematic UX evaluation using Nielsen heuristics and accessibility checks. Use when reviewing UI, "is this usable", improving user experience, or pre-launch.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the UX Audit skill
What this skill tells your AI
The instructions your AI receives, as published by lev-os/agents in skills-db/design-ux/ux-audit/SKILL.md and read by ahel’s review.
Core Insight: Users don't read manuals. If it's not obvious, it's broken.
THE EXACT PROMPT
Conduct a UX audit of this [application/CLI/interface]:
1. Nielsen's 10 Usability Heuristics
2. Accessibility basics (keyboard, contrast, screen reader)
3. User flow analysis (happy path + error paths)
4. Cognitive load assessment
Produce prioritized report:
- Critical (blocking)
- Important (degraded experience)
- Suggestions (polish)
Include file:line references and concrete fixes.
Quick Check (5 min)
| Area | Status | Notes |
|------|--------|-------|
| Navigation | 🟢/🟡/🔴 | |
| Forms | 🟢/🟡/🔴 | |
| Errors | 🟢/🟡/🔴 | |
| Accessibility | 🟢/🟡/🔴 | |
| Mobile/Responsive | 🟢/🟡/🔴 | |
Nielsen's 10 Heuristics (Quick Reference)
| # | Heuristic | Key Question |
|---|---|---|
| 1 | Visibility | Does user know what's happening? |
| 2 | Real World | Familiar language & concepts? |
| 3 | Control | Can user undo/escape? |
| 4 | Consistency | Same action = same result? |
| 5 | Error Prevention | Prevents mistakes before they happen? |
| 6 | Recognition | Options visible vs. memorized? |
| 7 | Flexibility | Shortcuts for experts? |
| 8 | Minimal | Visual clutter removed? |
| 9 | Error Help | Error messages helpful? |
| 10 | Documentation | Help available when needed? |
Deep dive: HEURISTICS.md
CLI-Specific Heuristics
| Heuristic | CLI Application |
|---|---|
| Visibility | --verbose, progress bars, spinners |
| Real world | Standard flags (--help, --version) |
| Control | Ctrl+C works, --dry-run available |
| Consistency | -v short, --verbose long |
| Error prevention | Confirmation prompts, --force |
| Recognition | --help shows all options |
| Flexibility | Short + long flags, piping |
| Minimal | Clean default, verbose optional |
| Error help | Actionable messages, suggested fixes |
| Documentation | --help, man pages, examples |
Generate checklist: ./scripts/generate-checklist.py cli
Accessibility Quick Check
The Big 4
- Keyboard: All interactive elements reachable via Tab?
- Contrast: Text 4.5:1 ratio minimum?
- Not color-only: Icons/patterns, not just color?
- Screen reader: Labels, alt text, ARIA?
Deep dive: A11Y.md
Output Template
# UX Audit: [Project]
## Summary
**Score:** X/10 | **Critical:** N | **Important:** N | **Suggestions:** N
## Critical Issues (Must Fix)
### 1. [Title]
**Heuristic:** #N - [Name]
**Location:** `file:line`
**Problem:** [What's wrong]
**Fix:** [Specific solution]
## Important Issues (Should Fix)
[Same format]
## Suggestions
- [ ] [Item]
## Heuristic Scores
| Heuristic | Score |
|-----------|-------|
| 1. Visibility | X/10 |
...
Full template: EXAMPLES.md
Audit Depth
| Type | Time | When |
|---|---|---|
| Quick Scan | 5-10 min | PR review, spot check |
| Standard | 30-60 min | Pre-release, feature review |
| Deep Audit | 2+ hr | Major redesign, compliance |
Anti-Patterns
| Don't | Do |
|---|---|
| "It's intuitive" | Test with fresh eyes |
| Ignore error paths | Audit happy AND error flows |
| Skip accessibility | Check the Big 4 minimum |
| Vague issues | Specific file:line + fix |
| All issues equal | Prioritize by impact |
Integration
With Hooks
Auto-run a11y check after UI edits:
{
"hooks": {
"PostToolUse": [{
"matcher": "Edit",
"hooks": [{
"type": "command",
"command": "if echo \"$TOOL_INPUT_PATH\" | grep -qE '\\.(tsx|jsx|html)$'; then npx axe \"$TOOL_INPUT_PATH\" 2>/dev/null || true; fi"
}]
}]
}
}
With Other Skills
| Combine with... | For... |
|---|---|
| multi-model-triangulation | Multiple UX perspectives |
| multi-pass-bug-hunting | Include UX issues in sweeps |
| ui-polish | After fixing critical UX issues |
References
| Topic | File |
|---|---|
| Full heuristic details | HEURISTICS.md |
| Accessibility deep dive | A11Y.md |
| Example audits | EXAMPLES.md |
Scripts
| Script | Purpose |
|---|---|
scripts/generate-checklist.py | Generate project-specific checklist |
./scripts/generate-checklist.py web # Web app
./scripts/generate-checklist.py cli # CLI tool
./scripts/generate-checklist.py mobile # Mobile app
./scripts/generate-checklist.py api # API/DX
Signals
- GitHub stars
- 22
- Forks
- 2
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
ux-audit-lev-os- Source
- github.com/lev-os/agents