ux-researcher-designer

Generate data-driven personas and journey maps from user data.

Updated Feb 24, 2026
One-click install
npx skills add https://github.com/jasonmichaelbell78-creator/framework --skill ux-researcher-designer-jasonmichaelbell78-creator
Or copy as Structured Prompt for Agent
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Skill: ux-researcher-designer
Source: https://github.com/jasonmichaelbell78-creator/framework/tree/main/.claude/skills/ux-researcher-designer
Command: npx skills add https://github.com/jasonmichaelbell78-creator/framework --skill ux-researcher-designer-jasonmichaelbell78-creator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This UX research and design toolkit accelerates the creation of user-centered artifacts by enabling data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis, reducing manual effort and misalignment with user insights.

Core Features & Use Cases

  • Data-driven persona generation
  • Customer journey mapping
  • Usability testing frameworks
  • Research synthesis and insights
  • Design validation methods
  • Use Case: Senior UX Designers can rapidly translate interview findings into personas and journey maps to inform design decisions.

Quick Start

Provide a starter set of user data and ask the AI to generate personas and a baseline journey map for design validation.

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 interviews?

You can generate data-driven personas by providing a starter set of user interview data to the research synthesis framework. The system analyzes qualitative inputs to output structured personas that accurately reflect target users' behaviors and needs for design validation.

What is the best way to create customer journey maps from raw user data?

Creating customer journey maps is efficiently handled by translating raw user data through a structured journey mapping framework. This transforms scattered insights into a baseline visual journey map highlighting user touchpoints and pain points.

Can I use this to build a usability testing framework for design validation?

Yes, you can use it to build usability testing frameworks for design validation. It provides structured methods to evaluate generated personas and journey maps, ensuring design decisions are validated through rigorous usability testing protocols.

Does this UX research toolkit support research synthesis and insights extraction?

Yes, the UX research toolkit supports research synthesis and insights extraction. It streamlines consolidating user data, allowing senior designers to quickly move from raw interview findings to actionable design insights and validation artifacts.

What user data do I need to start generating UX personas and journey maps?

To start generating UX personas and journey maps, you need a starter set of user data such as interview findings or qualitative research notes. Providing this baseline data allows the system to synthesize inputs into accurate user-centered design artifacts.