topic-scorer

• topic_scorer_taxonomies — Lists the six taxonomies with their label and category count. Free. Call it first to pick the taxonomy for topic_scorer_find.
• topic_scorer_find — Finds categories whose path contains the query (case-insensitive substring), optionally within one taxonomy. Free. Returns up to `limit` hits with id and path;
• topic_scorer_score — Scores text against every category in all six taxonomies (one embedding, cosine similarity) and returns the top `per` rows per taxonomy. With `taxonomy` and `ca
• topic_scorer_gate — Pass/fail check: does the text rank within the top `min_rank` categories of its target taxonomy? Returns `pass`, the target's rank and gap to #1, the taxonomy's
• topic_scorer_phrases — Returns the ranked phrase bank for one category: 1 to 4 word phrases a page squarely about that category would contain, ordered by similarity to the category. U

No long description beyond the summary.