Cluster research nuggets and notes into thematically organized themes.
npx skills add https://github.com/henrique-simoes/Istara --skill affinity-mapping
Please help me install this Agent Skill. Skill: affinity-mapping Source: https://github.com/henrique-simoes/Istara/tree/main/skills/define/affinity-mapping Command: npx skills add https://github.com/henrique-simoes/Istara --skill affinity-mapping
Auto-cluster research nuggets and notes into themes. Users can refine groupings interactively.
Group your notes into themes by running an affinity-mapping pass on the current project data.
High-intent search queries and answers about installing and using this skill.
Cluster qualitative research notes into themes by running an affinity-mapping pass that automatically groups transcripts and findings into thematically related clusters. This process organizes scattered qualitative data into structured Nuggets, Facts, and Insights.
Affinity mapping is a technique that auto-clusters qualitative data like notes and transcripts into thematically organized groups. It applies a plan-execute-validate-report workflow to iteratively refine groupings and preserve source provenance.
Yes, you can interactively refine thematic groupings after auto-clustering your research notes. The workflow supports iterative refinement, allowing you to adjust groupings and re-score associations as new qualitative data arrives.
The best way to organize qualitative transcripts into insights is using an affinity-mapping workflow that outputs Nuggets, Facts, Insights, and Recommendations. This approach preserves source references and attaches confidence scores to validate themes.
Yes, affinity mapping preserves source references for research nuggets. It maintains provenance throughout the clustering process and attaches confidence scores to themes and insights, ensuring traceability back to original qualitative data.
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