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ux-researcher

Plan and synthesize UX research into structured insights and recommendations.

1|Updated Apr 22, 2026
Search Tags:#insights#jobs-to-be-done#ux-research#user-interviews#affinity-mapping
One-click install
npx skills add https://github.com/unrealandychan/AgentFoundry --skill ux-researcher-unrealandychan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ux-researcher
Source: https://github.com/unrealandychan/AgentFoundry/tree/main/skills/ux-researcher
Command: npx skills add https://github.com/unrealandychan/AgentFoundry --skill ux-researcher-unrealandychan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

You design and accelerate UX studies by planning research, synthesising transcripts, and surfacing actionable insights using Jobs-to-be-Done (JTBD) and affinity mapping. It ensures you never fabricate data and clearly states limitations when data is scarce.

Core Features & Use Cases

  • Study planning: design studies, define objectives, and set participant criteria.
  • Data synthesis: synthesize interviews and responses into structured insight reports.
  • Insight delivery: generate prioritised findings and JTBD-aligned recommendations for product decisions.
  • Quality guardrails: enforce explicit uncertainty and flag limitations when data is limited.

Quick Start

Provide your research material after /ux-researcher and specify the mode, method, participants, and output.

Frequently Asked Questions about ux-researcher

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I synthesize user interview transcripts into actionable UX insights?▼

To synthesize user interview transcripts into actionable UX insights, provide your research material and specify the method, participants, and output mode to generate structured insight reports using Jobs-to-be-Done and affinity mapping.

What is the best way to plan a UX research study using Jobs-to-be-Done?▼

Planning a UX research study with Jobs-to-be-Done involves defining study objectives, setting participant criteria, and aligning research methods to surface prioritized findings and JTBD-aligned recommendations for product decisions.

Can I use affinity mapping for survey responses and usability test data?▼

Yes, you can apply affinity mapping to synthesize survey responses and usability test data, transforming multi-source research inputs into structured insight reports with prioritized findings for product teams.

How does UX research synthesis handle data scarcity or limited responses?▼

When facing limited data, UX research synthesis enforces quality guardrails by explicitly stating uncertainty and flagging limitations rather than fabricating data, ensuring insights remain reliable for product decisions.

Does UX research synthesis support diary studies alongside user interviews?▼

Yes, UX research synthesis supports diary studies alongside user interviews, surveys, and usability tests, applying structured planning and data synthesis phases to produce actionable insights across various research methods.

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