ux-researcher-designer

Generate data-driven personas from user research files via persona_generator.py script.

4|5|Updated Jan 19, 2026
One-click install
npx skills add https://github.com/QuestNova502/claude-skills-sync --skill ux-researcher-designer-questnova502
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ux-researcher-designer
Source: https://github.com/QuestNova502/claude-skills-sync/tree/main/skills/ux-researcher-designer
Command: npx skills add https://github.com/QuestNova502/claude-skills-sync --skill ux-researcher-designer-questnova502

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill empowers Senior UX Designers and Researchers to generate data-driven personas, map journeys, and synthesize research insights, reducing manual, ad-hoc methods.

Core Features & Use Cases

  • Data-driven persona generation from user data
  • Customer journey mapping and synthesis
  • Usability testing frameworks and task scenarios
  • Research synthesis and actionable insights
  • Design validation support

Use Case: When starting a new product, import user research data to generate personas, map journeys, and derive design recommendations.

Quick Start

Provide your user data file to the persona_generator.py script to generate a data-driven 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 generate data-driven personas from user research data?

To generate data-driven personas, provide your raw user research data file to the persona_generator.py script. It transforms scattered research inputs into consistent personas for product design and usability testing workflows across web and mobile applications.

What is research synthesis in UX design?

Research synthesis is the process of consolidating scattered user data into actionable insights. This Skill supports research synthesis workflows by transforming raw user research into consistent personas and journey maps to derive clear design recommendations.

Can I use this for customer journey mapping on mobile applications?

Yes, you can use this for customer journey mapping on mobile applications. It applies to UX design and usability testing tasks across both web and mobile platforms, supporting configurable journey mapping and design validation workflows.

Does this tool create usability testing frameworks and task scenarios?

Yes, this tool creates usability testing frameworks and task scenarios. It supports usability testing frameworks alongside research synthesis workflows with configurable inputs and outputs to validate product design decisions.

What is the best way to turn scattered user research into consistent personas?

The best way to turn scattered user research into consistent personas is to import your user data into a data-driven persona generator. This Skill automates that transformation to reduce manual, ad-hoc research methods.

Do I need a specific data format to start generating UX personas?

You need to provide a user data file to the persona_generator.py script to start generating UX personas. The Skill processes your research data with configurable inputs and outputs to produce data-driven personas for design validation.