Is this skill suitable for non-designers?

While designed for senior UX professionals, its structured workflows allow product managers and developers to conduct basic research validation and empathy mapping effectively.

Does it support qualitative data analysis?

Yes, it includes a synthesis workflow for coding raw research data, clustering patterns into themes, and extracting actionable findings with business impact ratings.

What kind of journey maps can this skill create?

It is optimized for B2B SaaS journey maps, covering stages from awareness and onboarding to adoption and advocacy, including layers for emotions and touchpoints.

How does it help with usability testing?

It provides frameworks for defining testable research questions, designing realistic user scenarios, and establishing success metrics like completion rates and error frequency.

Can I generate personas from my own user dataset?

Yes, the skill includes a persona generator script that processes user data in JSON format to create research-backed archetypes with specific goals and frustrations.

UX Researcher & Designer

Name: UX Researcher & Designer
Author: oabdelmaksoud

byoabdelmaksoud

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디자인 도구

Streamlines the UX design process by generating data-driven personas, mapping user journeys, and planning rigorous usability tests.

The UX Researcher & Designer skill is a comprehensive toolkit designed for Senior UX professionals and product teams who need to transform raw data into actionable design strategy. It provides specialized workflows for synthesizing research findings, creating structured journey maps, and building research-backed personas using specialized Python scripts. By automating the heavy lifting of data organization and offering standardized frameworks for usability testing, this skill ensures that product decisions are validated, user-centric, and evidence-based.

주요 기능

01End-to-end journey mapping for B2B SaaS lifecycles

02Usability test planning with task scenarios and success metrics

03Research synthesis framework for coding and clustering qualitative data

04Predefined templates for empathy mapping and pain point identification

05Automated data-driven persona generation with confidence scoring

061 GitHub stars

사용 사례

01Converting raw interview transcripts and analytics into structured user archetypes

02Visualizing user friction points to prioritize high-impact UI/UX improvements

03Developing rigorous usability study protocols for rapid design validation

주요 기능

01End-to-end journey mapping for B2B SaaS lifecycles

02Usability test planning with task scenarios and success metrics

03Research synthesis framework for coding and clustering qualitative data

04Predefined templates for empathy mapping and pain point identification

05Automated data-driven persona generation with confidence scoring

061 GitHub stars

사용 사례

01Converting raw interview transcripts and analytics into structured user archetypes

02Visualizing user friction points to prioritize high-impact UI/UX improvements

03Developing rigorous usability study protocols for rapid design validation