ux-research-synthesis

Synthesize UX research data into structured insights and design recommendations.

4|2|Updated Feb 2, 2026
One-click install
npx skills add https://github.com/propane-ai/kits --skill ux-research-synthesis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ux-research-synthesis
Source: https://github.com/propane-ai/kits/tree/main/plugins/design/skills/ux-research-synthesis
Command: npx skills add https://github.com/propane-ai/kits --skill ux-research-synthesis

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill transforms raw UX research data from usability tests, surveys, and feedback into structured insights and actionable design recommendations, bridging the gap between user feedback and product improvement.

Core Features & Use Cases

  • Thematic Analysis: Identifies recurring patterns and themes in qualitative data.
  • Affinity Mapping: Facilitates collaborative grouping of observations to uncover insights.
  • Triangulation: Strengthens findings by cross-referencing data from multiple sources.
  • Usability Issue Identification: Clearly defines UX problems with supporting evidence and severity.
  • Design Recommendation Generation: Provides specific, prioritized suggestions for design improvements.
  • Use Case: After conducting a round of usability testing, use this Skill to synthesize session notes, identify the top 3 usability issues, and propose design changes to address them.

Quick Start

Synthesize the attached usability test notes into key findings and design recommendations.

Frequently Asked Questions about ux-research-synthesis

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

FAQPage Schema
How do I synthesize UX research data from usability tests?

Synthesize UX research data by applying thematic analysis and affinity mapping to raw session notes. This process identifies recurring patterns, prioritizes usability issues with severity ratings, and generates actionable design recommendations.

What is the best way to turn qualitative user feedback into design recommendations?

Turning qualitative user feedback into design recommendations involves grouping observations through affinity mapping and triangulating data from multiple sources. This strengthens findings and produces specific, prioritized suggestions for product improvement.

How do I prioritize usability issues identified during user testing?

Prioritize usability issues identified during user testing by evaluating them with severity ratings and supporting evidence. Structuring findings this way highlights the most critical UX problems and directs focus toward actionable design improvements.

How does affinity mapping work for qualitative analysis?

Affinity mapping for qualitative analysis works by collaboratively grouping raw observations and session notes to uncover recurring themes. This method reveals underlying patterns in user feedback and structures data into clear insights.

When do I need to use triangulation in UX research synthesis?

Use triangulation in UX research synthesis when you need to strengthen findings by cross-referencing data from multiple sources. It validates qualitative analysis and ensures design recommendations are backed by robust evidence.

Can I analyze session notes from multiple usability tests at once?

You can analyze session notes from multiple usability tests simultaneously by synthesizing the combined qualitative data. Thematic analysis identifies shared usability issues across sessions and generates unified design recommendations.