How does it assist with design handoff?

The skill integrates with UI design systems to translate research findings into design tokens and component-level recommendations for developers.

Can this skill analyze raw interview transcripts?

Yes, it includes a Customer Interview Analyzer that uses NLP to extract jobs-to-be-done patterns, sentiment, and specific feature requests from text files.

How does the persona generator create user profiles?

The skill uses a specialized Python script to process research data, including demographics and pain points, to create behavioral segments and detailed empathy maps.

What research methodologies are supported?

It provides frameworks for exploratory, evaluative, and generative research, covering techniques like contextual inquiry, A/B testing, and card sorting.

CS UX Researcher

Name: CS UX Researcher
Author: zhangzhang-111-i

byzhangzhang-111-i

0•

Design Tools

Orchestrates comprehensive user experience research workflows including persona generation, interview analysis, and journey mapping to drive data-informed design.

The CS UX Researcher skill is a specialized agent designed to bridge the gap between raw user data and actionable product requirements. It provides a structured framework for UX researchers and product managers to conduct methodological planning, synthesize qualitative insights using NLP-based interview analysis, and generate data-driven personas. By integrating research-backed methodologies for journey mapping and usability testing, this skill ensures that product decisions are grounded in validated user needs and behavioral patterns, facilitating a seamless transition from research insights to UI design system implementation.

Key Features

01Comprehensive research planning templates and usability testing frameworks

02Automated data-driven persona generation with behavioral segmentation

03NLP-powered customer interview analysis to extract pain points and themes

04Direct integration with UI design systems via research-informed design tokens

05Systematic customer journey mapping with touchpoint and emotion analysis

060 GitHub stars

Use Cases

01Synthesizing multiple customer interview transcripts into prioritized feature requests and user pain points

02Visualizing complex user journeys to identify friction points and optimization opportunities for design teams

03Developing structured research plans and recruitment criteria for new product discovery phases

What are Skills?·How to Install

Install with 🐟 Skill.Fish

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

For use in Claude.ai and ChatGPT

Key Features

01Comprehensive research planning templates and usability testing frameworks

02Automated data-driven persona generation with behavioral segmentation

03NLP-powered customer interview analysis to extract pain points and themes

04Direct integration with UI design systems via research-informed design tokens

05Systematic customer journey mapping with touchpoint and emotion analysis

060 GitHub stars

Use Cases

01Synthesizing multiple customer interview transcripts into prioritized feature requests and user pain points

02Visualizing complex user journeys to identify friction points and optimization opportunities for design teams

03Developing structured research plans and recruitment criteria for new product discovery phases