ux-researcher-designer

Translate user research into personas, journey maps, and usability testing frameworks.

7|2|Updated Apr 13, 2026
One-click install
npx skills add https://github.com/SJTU-IPADS/SkVM-data --skill ux-researcher-designer-sjtu-ipads
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ux-researcher-designer
Source: https://github.com/SJTU-IPADS/SkVM-data/tree/main/skills/ux-researcher-designer
Command: npx skills add https://github.com/SJTU-IPADS/SkVM-data --skill ux-researcher-designer-sjtu-ipads

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Translate scattered user research into actionable UX artifacts for faster, evidence-based design decisions.

Core Features & Use Cases

  • Data-driven persona generation from research data (interviews, surveys, analytics)
  • Journey mapping templates to visualize end-to-end user experiences
  • Usability testing frameworks to plan, run, and synthesize findings
  • Research synthesis methods to cluster insights and derive actionable recommendations

Quick Start

Provide a dataset of user interviews and analytics, then run the persona generator to output a ready-to-use persona.

Frequently Asked Questions about ux-researcher-designer

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

FAQPage Schema
How do I turn user interview data into actionable UX personas?

To generate UX personas from user interviews, provide your raw research data and analytics to the persona generator. It processes structured inputs to output data-driven, design-ready personas for evidence-based design decisions.

What is the best way to structure research synthesis from usability testing?

The best way to structure research synthesis is using dedicated frameworks to cluster insights and derive actionable recommendations. It processes usability test results to produce consistent, design-ready outputs.

Can I create a usability testing framework from scratch for design validation?

Yes, you can create a usability testing framework to plan, run, and synthesize findings for design validation. It requires structured inputs like test results to produce consistent, actionable recommendations.

Do I need structured inputs to generate journey maps and personas?

Yes, you need structured inputs such as interviews, analytics, and survey results to generate journey maps and personas. The framework relies on these reference materials to translate scattered research into actionable UX artifacts.

When should I use research synthesis methods for UX design?

Use research synthesis methods during discovery and design validation workflows when you need to cluster scattered insights. It translates raw research inputs into actionable, design-ready outputs for faster decision-making.