empathy-clustering
CommunityUncover universal emotional pain patterns across empathy maps.
Content & Communication#pattern recognition#empathy#UX research#clustering#semantic embeddings#emotional analysis
Authoruh-joan
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automatically identifies emotional pain clusters within empathy maps using semantic embeddings, enabling CX teams to find common frustrations across users efficiently.
Core Features & Use Cases
- Cross-user Emotional Pattern Recognition: Clusters empathy entries from multiple maps to reveal shared pain points.
- Research Synthesis: Provides a structured clustering analysis to assist in cross-project synthesis.
- Use Case: A UX researcher creates three empathy maps and uses this Skill to quickly identify the predominant feelings and frustrations across different user segments, guiding design decisions.
Quick Start
Use the empathy-clustering skill after generating empathy maps to analyze and discover emotional clusters across your projects.
Dependency Matrix
Required Modules
sentence-transformershdbscanumap-learnscikit-learnpandasnumpy
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: empathy-clustering Download link: https://github.com/uh-joan/ux-research-skills/archive/main.zip#empathy-clustering Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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