topic-clustering
alenazaharovaux/shareCluster and organize large volumes of text into semantic topics with BERTopic. Use this ALWAYS when the user brings a lot of text (a Telegram export, a chat…
Scores out of 100 · grade B+
2026-08-20Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score86/100
- no commits in the last 12 weeks
- no license file
Adopted
20% of the score23/100
- 43 stars on the source repo.
Documented
15% of the score91/100
- 1,261 words with worked examples.
- Ships 3 bundled files.
Install
npx skills add alenazaharovaux/share/topic-clusteringWhat the check found
| Finding | What it means |
|---|---|
| No license | The repository ships no license file, so the reuse terms are unclear. |
What it says it does
Cluster and organize large volumes of text into semantic topics with BERTopic. Use this ALWAYS when the user brings a lot of text (a Telegram export, a chat history, a dump of posts, a set of transcripts, a table of messages, hundreds of rows) and wants to know what it is about, sort it into topics, group it by meaning, or see the main threads. Triggers: "group these by topic", "what are these messages about", "cluster this", "split into themes", "what topics are here", "BERTopic", "separate by meaning", "main threads". Works with any language the embedding model covers. Claude handles the technical side (installing packages, running the script) — the user stays in chat and never touches a terminal.
Also in alenazaharovaux/share
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| skill-stress-testalenazaharovaux/share | No license | Skill | 43 stars | 28 days ago | |
| visual-explaineralenazaharovaux/share | No license | Skill | 43 stars | 28 days ago | |
| newsletter-publishingalenazaharovaux/share | No license | Skill | 43 stars | 28 days ago | |
| frontend-slidesalenazaharovaux/share | No license | Skill | 43 stars | 28 days ago | |
| academic-writingalenazaharovaux/share | No license | Skill | 43 stars | 28 days ago | |
| skill-creatoralenazaharovaux/share | Name mismatch | Skill | 43 stars | 28 days ago |
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