How does the agent analyze customer interviews?

It utilizes a Customer Interview Analyzer script that uses NLP to process transcripts and extract pain points, feature requests, and sentiment scores.

Does it require specific input formats for persona generation?

It works best with structured research data in JSON or text formats, allowing it to map demographics, goals, and behaviors accurately.

Can this skill help with design-to-development handoff?

Yes, it includes a design token generator and documentation templates to ensure research insights are correctly translated into UI components.

What research methodologies are supported?

The agent provides frameworks for exploratory interviews, evaluative usability testing, generative diary studies, and quantitative surveys.

Is this skill useful for solo product managers?

Absolutely. It acts as a specialized assistant that provides the structured frameworks and analysis tools typically handled by a dedicated UX research team.

UX Researcher Agent

Name: UX Researcher Agent
Author: micsapp

bymicsapp

0•

设计工具

Orchestrates data-driven user research, persona generation, and journey mapping to ground product decisions in validated user insights.

The cs-ux-researcher agent is a comprehensive tool designed for UX researchers, product designers, and product managers to maintain methodological rigor in user discovery. It bridges the gap between raw data and design by providing automated tools for NLP-based interview analysis, persona creation, and customer journey mapping. By integrating specialized scripts and research frameworks, the agent helps teams identify pain points, prioritize feature requests, and ensure that every UI component or product requirement is backed by evidence-based user needs.

主要功能

010 GitHub stars

02Structured usability testing planning with task design and severity ratings

03Systematic journey mapping frameworks for identifying experience opportunities

04Data-driven persona generation with behavioral segmentation and empathy mapping

05NLP-powered customer interview analysis to extract themes and pain points

06Design token generation to translate research findings into UI implementation

使用场景

01Synthesizing multiple customer interview transcripts into actionable product requirements

02Designing and executing rigorous usability study plans for validating prototypes

03Developing validated user personas to align cross-functional teams during discovery

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add micsapp/micstec-skills cs-ux-researcher

For use in Claude.ai and ChatGPT

主要功能

010 GitHub stars

02Structured usability testing planning with task design and severity ratings

03Systematic journey mapping frameworks for identifying experience opportunities

04Data-driven persona generation with behavioral segmentation and empathy mapping

05NLP-powered customer interview analysis to extract themes and pain points

06Design token generation to translate research findings into UI implementation

使用场景

01Synthesizing multiple customer interview transcripts into actionable product requirements

02Designing and executing rigorous usability study plans for validating prototypes

03Developing validated user personas to align cross-functional teams during discovery

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add micsapp/micstec-skills cs-ux-researcher

For use in Claude.ai and ChatGPT