growth-design-review

Audit UI designs against Product Psychology and Growth Design frameworks.

11|Updated Feb 23, 2026
One-click install
npx skills add https://github.com/woakin/growth-design-review --skill growth-design-review
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: growth-design-review
Source: https://github.com/woakin/growth-design-review/tree/main
Command: npx skills add https://github.com/woakin/growth-design-review --skill growth-design-review

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Growth Design Review provides objective UI audits by applying Product Psychology and Growth Design frameworks to maximize Net Perceived Value (NPV) across interfaces.

Core Features & Use Cases

  • Framework-driven audits across Psych, B.I.A.S., C.L.E.A.R., UI Rules of Thumb, and Psychological Triggers.
  • Generates prioritized development plans mapping findings to actionable steps and expected NPV impact.
  • Supports AI-native interfaces by applying Shape of AI patterns when needed.

Quick Start

Provide the UI artifacts you want reviewed (screenshots, components, or pages) and ask me to apply the Psych, B.I.A.S., and C.L.E.A.R. analyses.

Frequently Asked Questions about growth-design-review

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

FAQPage Schema
How do I audit UI designs using growth design frameworks?

To audit UI designs, provide your target interface screenshots or components and request specific frameworks like Psych, B.I.A.S., or C.L.E.A.R. The tool analyzes the artifacts and outputs a structured audit with a prioritized development plan.

What is Net Perceived Value in growth design audits?

Net Perceived Value (NPV) is the primary metric maximized during a UI design audit. It measures the psychological and growth impact of your interface components, helping prioritize development steps based on their expected influence on user perception.

Can I run a design audit on AI-native interfaces and SaaS dashboards?

Yes, you can audit AI-native interfaces and SaaS dashboards. The tool applies Shape of AI patterns when needed for AI interfaces, and supports standard audits for landing pages, onboarding flows, and component libraries.

How do I apply psychological triggers to improve an onboarding flow?

You apply psychological triggers by submitting your onboarding flow artifacts for a Psych framework analysis. The tool evaluates the UI against product psychology principles and generates a prioritized action plan mapping findings to expected NPV impact.

Does this UI review tool require any specific code dependencies?

No specific code dependencies are required to use this UI review tool. You simply provide the UI artifacts you want reviewed, such as screenshots, components, or pages, and the tool loads the necessary reference files internally.