ux-audit

Audit screens against Nielsen's heuristics and mobile UX best practices using the StyleSeed Toss design language as the implementation context.

38 stars

Best use case

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

Audit screens against Nielsen's heuristics and mobile UX best practices using the StyleSeed Toss design language as the implementation context.

Teams using ux-audit 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-audit/SKILL.md --create-dirs "https://raw.githubusercontent.com/lingxling/awesome-skills-cn/main/antigravity-awesome-skills/plugins/antigravity-awesome-skills-claude/skills/ux-audit/SKILL.md"

Manual Installation

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

How ux-audit Compares

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

Frequently Asked Questions

What does this skill do?

Audit screens against Nielsen's heuristics and mobile UX best practices using the StyleSeed Toss design language as the implementation context.

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 Audit

## Overview

Part of [StyleSeed](https://github.com/bitjaru/styleseed), this skill audits usability rather than just visuals. It uses Nielsen's 10 heuristics plus modern mobile UX expectations to find issues in navigation, feedback, recovery, hierarchy, and cognitive load.

## When to Use
- Use when a screen feels awkward even though the code and styling seem correct
- Use when evaluating a flow before or after implementation
- Use when reviewing a mobile-first product for usability regressions
- Use when you want findings framed as user experience problems with remediation

## Audit Framework

Review the target against:
- visibility of system status
- match between system and real-world language
- user control and freedom
- consistency and standards
- error prevention
- recognition rather than recall
- flexibility and efficiency
- aesthetic and minimalist design
- recovery from errors
- help, onboarding, and empty-state guidance

Add mobile-specific checks for reachability, touch ergonomics, input burden, and thumb-friendly action placement.

## Output

Return:
1. A prioritized issue list
2. The heuristic violated by each issue
3. Why the issue matters to real users
4. Specific remediation suggestions for the page, component, or flow

## Best Practices

- Judge the experience from the user's point of view, not the implementer's
- Separate high-severity flow blockers from minor polish issues
- Include recovery and state-management guidance, not only layout comments
- Tie recommendations back to concrete UI changes

## Additional Resources

- [StyleSeed repository](https://github.com/bitjaru/styleseed)
- [Source skill](https://github.com/bitjaru/styleseed/blob/main/seeds/toss/.claude/skills/ux-audit/SKILL.md)

## 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.

Related Skills

hypeauditor-automation

38
from lingxling/awesome-skills-cn

Automate Hypeauditor tasks via Rube MCP (Composio). Always search tools first for current schemas.

claude-settings-audit

38
from lingxling/awesome-skills-cn

Analyze a repository to generate recommended Claude Code settings.json permissions. Use when setting up a new project, auditing existing settings, or determining which read-only bash commands to allow. Detects tech stack, build tools, and monorepo structure.

audit-skills

38
from lingxling/awesome-skills-cn

Expert security auditor for AI Skills and Bundles. Performs non-intrusive static analysis to identify malicious patterns, data leaks, system stability risks, and obfuscated payloads across Windows, macOS, Linux/Unix, and Mobile (Android/iOS).

project-skill-audit

38
from lingxling/awesome-skills-cn

Audit a project and recommend the highest-value skills to add or update.

zeroize-audit

38
from lingxling/awesome-skills-cn

Detects missing zeroization of sensitive data in source code and identifies zeroization removed by compiler optimizations, with assembly-level analysis, and control-flow verification. Use for auditing C/C++/Rust code handling secrets, keys, passwords, or other sensitive data.

wcag-audit-patterns

38
from lingxling/awesome-skills-cn

Comprehensive guide to auditing web content against WCAG 2.2 guidelines with actionable remediation strategies.

vibe-code-auditor

38
from lingxling/awesome-skills-cn

Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.

swiftui-performance-audit

38
from lingxling/awesome-skills-cn

Audit SwiftUI performance issues from code review and profiling evidence.

supply-chain-risk-auditor

38
from lingxling/awesome-skills-cn

Identifies dependencies at heightened risk of exploitation or takeover. Use when assessing supply chain attack surface, evaluating dependency health, or scoping security engagements.

seo-content-auditor

38
from lingxling/awesome-skills-cn

Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines.

seo-audit

38
from lingxling/awesome-skills-cn

Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance.

seo-aeo-content-quality-auditor

38
from lingxling/awesome-skills-cn

Audits content for SEO and AEO performance with scored reports, severity-ranked fix lists, and projected scores after fixes. Activate when the user wants to audit, review, or score content for SEO or AEO compliance.