Can I use this for usability test planning?

Yes, it provides a comprehensive framework for defining research questions, selecting testing methods, and designing realistic task scenarios with success metrics.

How does this skill generate user personas?

The skill uses a Python-based generator to process structured user data, identifying patterns in demographics, behaviors, and frustrations to create actionable design archetypes.

What research methodologies are included?

The skill supports journey mapping, thematic coding for research synthesis, empathy mapping, and both moderated and unmoderated usability testing frameworks.

Does it help with prioritizing product improvements?

Yes, it includes a prioritization scoring system based on frequency, severity, and solvability to help translate research findings into a product roadmap.

UX Researcher & Designer Toolkit

Name: UX Researcher & Designer Toolkit
Author: zhangzhang-111-i

byzhangzhang-111-i

0•

Design Tools

Generates data-driven user personas, journey maps, and usability testing frameworks to streamline user research and design validation.

The UX Researcher & Designer skill empowers Claude to act as a senior design partner, transforming raw data into structured UX artifacts. It features specialized workflows for generating research-backed personas, mapping end-to-end user journeys, and designing rigorous usability studies with defined success metrics. By automating the synthesis of interview findings and data patterns, this skill helps product teams identify user pain points, define archetypes, and create actionable design recommendations based on quantitative and qualitative evidence.

Key Features

01Data-driven persona generation from JSON research data

020 GitHub stars

03Structured usability test planning with scenario and task design

04Automated calculation of sample sizes and confidence levels

05End-to-end user journey mapping with emotion and pain point tracking

06Research synthesis tools for coding and clustering interview findings

Use Cases

01Visualizing complex user workflows to identify friction and opportunities

02Creating comprehensive moderator guides and metrics for design validation

03Transforming analytics and interview notes into validated user archetypes

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add zhangzhang-111-i/claude-skills111 ux-researcher-designer

For use in Claude.ai and ChatGPT

Key Features

01Data-driven persona generation from JSON research data

020 GitHub stars

03Structured usability test planning with scenario and task design

04Automated calculation of sample sizes and confidence levels

05End-to-end user journey mapping with emotion and pain point tracking

06Research synthesis tools for coding and clustering interview findings

Use Cases

01Visualizing complex user workflows to identify friction and opportunities

02Creating comprehensive moderator guides and metrics for design validation

03Transforming analytics and interview notes into validated user archetypes

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add zhangzhang-111-i/claude-skills111 ux-researcher-designer

For use in Claude.ai and ChatGPT