Thematic clustering (assisted coding)
Cluster open-ended responses (TF-IDF + KMeans) into candidate themes with representative quotes — support for inductive thematic analysis / open coding.
Key
theme_clustersTypeMethod skill
DomainQualitative & NLP
How to run it
Method skills run inside a workflow skill — ask for the analysis in plain language (for example, "run a CFA on these items") and the workflow calls this method with its assumption checks, effect sizes and figures. You can switch it off per project under Customize → Skills.