How does this skill generate user personas?

The skill utilizes a specialized persona generator script that analyzes structured user data—including demographics, behaviors, and pain points—to create research-backed archetypes.

Does it help with usability test planning?

Absolutely. It provides a framework to transform vague goals into testable research questions, select methods, design realistic task scenarios, and define success metrics.

How does it prioritize design opportunities?

It uses a priority scoring system based on frequency, severity, and solvability to ensure teams focus on the most impactful user experience improvements.

Can I use this for B2B SaaS products?

Yes, the journey mapping workflows include specific templates for B2B stages like Awareness, Evaluation, Onboarding, Adoption, and Advocacy.

What format does the research data need to be in?

For persona generation, the skill prefers a structured JSON format containing user IDs, usage frequency, features used, and specific frustrations.

UX Researcher & Designer

Name: UX Researcher & Designer
Author: borghei

byborghei

•

Design Tools

Automates UX research and design workflows by generating data-driven personas, mapping user journeys, and planning usability tests.

The UX Researcher & Designer skill integrates rigorous UX methodologies directly into your development environment, enabling teams to bridge the gap between raw research data and actionable design. It provides specialized tools for synthesizing interview findings, creating evidence-based user archetypes through automated persona generation, and designing structured usability studies. Whether you are mapping complex B2B customer journeys or validating new features, this skill ensures your product decisions are rooted in user-centric data and industry-standard research frameworks.

Key Features

0150 GitHub stars

02Structured usability test planning with success metric definitions

03End-to-end journey mapping for B2B and SaaS lifecycles

04Evidence-based design recommendation engine for prioritizing product updates

05Data-driven persona generation with automated archetype classification

06Research synthesis tools for coding qualitative data and identifying friction

Use Cases

01Transforming raw interview notes and analytics into validated user personas

02Visualizing customer experiences to identify and prioritize high-severity pain points

03Designing professional usability study protocols to validate UI changes before coding

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add borghei/claude-skills ux-researcher-designer

For use in Claude.ai and ChatGPT

Download Skill