An AI-powered design evaluation tool that audits interfaces against professional UX principles, frameworks, and accessibility standards.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install ux-audit
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install ux-audit using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is UX Audit Skill?
The UX Audit skill is a comprehensive framework designed for AI agents to evaluate digital interfaces against proven user experience principles. Based on the Making UX Decisions methodology by Tommy Geoco, it moves beyond subjective feedback to provide objective analysis of visual hierarchy, cognitive load, and navigation. This skill is a vital component of the Openclaw Skills library for teams that need to maintain high design quality without sacrificing development velocity.
By implementing the three pillars of Scaffolding, Decisioning, and Crafting, this skill ensures that every UI element serves a specific purpose. It helps developers and designers justify their choices through institutional knowledge, user familiarity, and research-backed patterns, resulting in more resilient and user-centric products.
UX Audit Skill Use Cases
- Making UI/UX design decisions under extreme time pressure
- Evaluating design trade-offs with specific business context
- Choosing the most effective UI patterns for complex user problems
- Reviewing code-generated designs for completeness and accessibility
- Structuring high-level design thinking for entirely new feature interfaces
How UX Audit Skill Works
- The AI agent initiates the workflow by weighing information across institutional knowledge, user familiarity, and research.
- Options are narrowed down by eliminating choices that conflict with technical or time constraints.
- The skill references a library of foundational frameworks and patterns to identify the most appropriate UI solution.
- Detailed checklists are applied to execute the decision, covering everything from typography to motion.
- A structured JSON audit report is generated, highlighting passes, warnings, and failures across critical UX categories.
- The skill provides ranked priority fixes with direct references to specific framework documentation for immediate implementation.
UX Audit Skill Setup
To integrate this skill into your workflow, ensure the reference library is accessible to your agent environment. This allows the agent to pull from the Openclaw Skills pattern library during audits.
# Install the UX Audit skill references
mcp install ux-audit
# Or clone the repository manually
git clone https://github.com/example/ux-audit-skill.git
UX Audit Skill Data Schema & Taxonomy
The skill organizes data into three distinct layers to facilitate fast decision-making and thorough auditing:
| Layer | Description | Key Files |
|---|---|---|
| Foundational Frameworks | Core decisioning workflows and mindsets. | 00-core-framework.md, 01-anchors.md |
| Execution Checklists | Step-by-step quality control for UI implementation. | 10-checklist-new-interfaces.md, 12-checklist-visual-style.md |
| UI Patterns | Reusable solutions for specific interaction problems. | 20-patterns-chunking.md, 27-patterns-accessibility.md |
Audit outputs are structured as JSON objects containing macro_bets, jtbd (Jobs-to-be-Done) analysis, and specific section checks for visual hierarchy and accessibility.
UX Audit Skill Advanced Features
- Contextual audit sections that trigger only when relevant (e.g., Onboarding, Form Validation, or Social Proof).
- Macro Bet alignment that ensures micro design decisions support broader company goals like Velocity or Innovation.
- Integration with Figma or screenshot URLs for visual-to-code audit workflows.
- Standardized priority fix ranking that links suggested changes directly to psychological principles and implementation guidelines.
- Support for progressive disclosure and cognitive load management patterns to simplify complex user flows.
SKILL.md
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