Can it help prioritize design changes?

Yes, it classifies usability issues by severity—blocker, major, or minor—based on their impact on task completion and user satisfaction.

How are the findings presented?

Findings are organized into a structured report featuring thematic statements, supporting evidence (quotes), impact assessments, and actionable design recommendations.

How does this skill help with qualitative research?

It automates the coding and thematic analysis process, identifying recurring patterns and themes across interviews and usability sessions.

Does it handle multiple data sources?

Yes, it supports triangulation, allowing you to combine insights from usability tests, surveys, and behavioral analytics to strengthen findings.

UX Research Synthesis

Name: UX Research Synthesis
Author: propane-ai

bypropane-ai

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Design Tools

Synthesizes usability test data, user feedback, and behavioral notes into actionable design insights and structured recommendations.

This skill empowers product designers and UX researchers to efficiently process qualitative and quantitative data from usability sessions, surveys, and behavioral analytics. It applies rigorous methodologies like thematic analysis and affinity mapping to identify recurring patterns, determine the severity of usability issues, and generate evidence-based design recommendations. By automating the synthesis of complex research notes, it helps teams move from raw data to prioritized design actions with increased confidence and speed.

Key Features

01Cross-session analysis to identify patterns across different user segments

02Evidence-based design recommendations tied directly to specific research findings

031 GitHub stars

04Automated thematic analysis and coding of qualitative research data

05Affinity mapping to cluster observations into cohesive UX themes

06Severity scoring for usability issues based on impact and frequency

Use Cases

01Triangulating data from multiple sources like analytics and interviews to validate UX hypotheses

02Transforming raw usability testing notes into a structured research report with prioritized findings

03Analyzing large volumes of survey responses or customer support data to identify primary pain points

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add propane-ai/kits ux-research-synthesis

For use in Claude.ai and ChatGPT

Download Skill