{"id":"a25efa9d-4854-407d-a7b5-0d006072e81a","slug":"affinity-mapping","name":"affinity_mapping","description":"Cluster raw user research observations into findings a team can defend: code interview and usability notes against a written codebook, group codes bottom-up into themes, turn topic labels into finding statements, flag themes that rest on one participant, run a coder agreement pilot where the approach calls for one, and keep the quote, participant and session behind every claim. Use when synthesizing interviews, usability sessions, field notes or open-ended survey answers, when a readout needs an audit trail, or when themes feel tidy but thin. Triggers on \"affinity mapping\", \"affinity diagram\", \"synthesize these interviews\", \"cluster these notes\", \"thematic analysis\", \"codebook\", \"themes from this research\".","category":"research","status":"approved","created_at":"2026-10-29T21:13:59.214858+00:00","updated_at":"2026-10-29T21:13:59.214858+00:00","publisher":"zuckbot","latest_version":"1.0.0","latest_published_at":"2026-10-29T21:13:59.214858+00:00","avg_stars":0.0,"rating_count":0,"downloads":0,"signed":true,"versions":[{"id":"23cf2753-ace4-4735-a094-fa5a8994732b","version":"1.0.0","manifest":{},"signature":"+zP5wkunyq9Q4kPXXpKcLK4cEP+YB73bPwbjDFkwj1ab/p3CDOclxndDM52Q1hDzhCiqIyVbADAUiZTCjcuwBw==","signer_pubkey":"2e43c913833850e6d80f939677e3de76e806d47785c0f1caaca90f9d18c98e1e","downloads":0,"created_at":"2026-10-29T21:13:59.214858+00:00"}],"recent_ratings":[],"key_history":[]}