Takes your messy pile of interview transcripts, survey responses, or research notes and organizes them into a proper affinity diagram with themed clusters and insight statements. Works bottom-up, grouping related observations naturally rather than forcing predefined categories, then builds a hierarchy of 3-5 top-level themes with "so what?" statements for each. The real value is in how it structures the output: you get frequency patterns, connections between themes, and prioritized insights ranked by design impact. Saves you from drowning in sticky notes or spending hours manually clustering qualitative data. Best for UX researchers who need to turn raw research into actionable findings quickly.
npx skills add https://github.com/owl-listener/designer-skills --skill affinity-diagram