do-i-understand-the-ux

Interview code authors about design rationale and user impact of UX changes.

84|11|Updated Jun 8, 2026
One-click install
npx skills add https://github.com/AnthonyPAlicea/skills --skill do-i-understand-the-ux
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: do-i-understand-the-ux
Source: https://github.com/AnthonyPAlicea/skills/tree/main/skills/do-i-understand-the-ux
Command: npx skills add https://github.com/AnthonyPAlicea/skills --skill do-i-understand-the-ux

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill addresses the risk of shipping AI-generated code without understanding its impact on the user, ensuring that every interface change is intentional and accountable.

Core Features & Use Cases

  • UX Debriefing: Interviews the author to trace code changes back to specific user needs and tasks.
  • Accountability Check: Identifies whether design decisions were made deliberately or were merely inherited from AI-generated patterns.
  • Use Case: Use this before merging a PR that modifies navigation, error handling, or accessibility to ensure the changes actually serve the intended user rather than just satisfying the compiler.

Quick Start

Run the do-i-understand-the-ux skill on the current branch to interview yourself about the user experience implications of your recent changes.

Frequently Asked Questions about do-i-understand-the-ux

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

FAQPage Schema
How do I verify UX decisions before merging a pull request?

To verify UX decisions before merging a pull request, you can use a debriefing process that interviews the code author about their design rationale and the intended user impact of interface changes. This ensures every modification is intentional.

What is UX accountability in code review?

UX accountability in code review is the process of tracing interface modifications back to specific user needs. It identifies whether design decisions were made deliberately or merely inherited from AI-generated patterns during development.

How do I evaluate the user experience impact of code changes?

You evaluate the user experience impact of code changes by interviewing the author about their design rationale. This process applies to commits and diffs that modify user-facing elements like navigation, copy, and interaction patterns.

When do I need to review the UX of my code?

You need to review the UX of your code before merging a pull request that modifies user-facing elements. It is essential when changes affect navigation, error handling, or accessibility to ensure they serve the intended user task.

Does UX evaluation work with AI-generated code?

Yes, UX evaluation works with AI-generated code by checking whether the design decisions were deliberate or simply inherited from AI patterns. It ensures interface changes are accountable and serve actual user needs rather than just satisfying the compiler.