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review-ux-psychology

Analyze UI flows through behavioral design lenses and verify findings.

2|Updated Jun 5, 2026
Search Tags:#conversion rate#user experience#behavioral design#UI optimization#UX psychology
One-click install
npx skills add https://github.com/cleanunicorn/agents-library --skill review-ux-psychology
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: review-ux-psychology
Source: https://github.com/cleanunicorn/agents-library/tree/main/skills/review-ux-psychology
Command: npx skills add https://github.com/cleanunicorn/agents-library --skill review-ux-psychology

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill reviews UI flows for psychological factors that influence user decisions and impact specific product metrics, ensuring a better user experience and conversion rates.

Core Features & Use Cases

  • Behavioral Design Lenses: Analyzes UI flows through six lenses: decision fatigue, goal gradient, reciprocity, endowment, loss aversion, and anchoring.
  • Verification: Independently verifies findings against the real code/flow to screen out false positives.
  • Consolidation & Ranking: Consolidates and ranks findings by expected impact on the target metric.
  • Autonomous Loop: Applies findings and re-reviews until convergence or a round cap is reached.
  • Use Case: Improve a checkout flow by identifying and addressing psychological barriers that prevent users from completing the purchase.

Quick Start

Run the review-ux-psychology skill on the current branch diff to identify UX psychology issues affecting conversion.

Frequently Asked Questions about review-ux-psychology

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I optimize UI flows for user decision-making and conversion rates?▼

You optimize UI flows by applying behavioral design lenses like decision fatigue and loss aversion to analyze decision architecture, verify findings against real code, and autonomously apply changes to improve conversion rates.

What psychological factors influence user decisions in a checkout flow?▼

Psychological factors influencing user decisions include decision fatigue, goal gradient, reciprocity, endowment, loss aversion, and anchoring, which are analyzed through behavioral design lenses to identify barriers preventing purchase completion.

How do I find and fix UX psychology issues in my current branch diff?▼

Run the UX psychology review on your current branch diff to analyze rendered UI or code, identify behavioral design issues affecting conversion, and apply changes gated by your project's lint and build checks.

Can I use behavioral design analysis to rank UI changes by expected metric impact?▼

Behavioral design analysis consolidates and ranks UI findings by expected impact on target metrics, applying changes in an autonomous loop that re-reviews until convergence or a specified round cap is reached.

Does UX psychology review work with existing project lint and build gates?▼

UX psychology review works with existing project lint and build gates by verifying findings against real code or rendered UI, then applying changes that must pass the project's standard lint and build checks.

What are the limitations of using behavioral design lenses for UI optimization?▼

Limitations include the requirement to analyze rendered UI or actual code, dependency on project lint and build gates for applying changes, and an autonomous loop constrained by a round cap to prevent infinite cycles.

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