Individual skill
running-clustering-algorithms
Analyze datasets by running clustering algorithms (K-means, DBSCAN, hierarchical) to identify data groups. Use when requesting "run clustering", "cluster analysis", or "group data points". Trigger with relevant phrases based on skill purpose.
tests/ext_conformance/artifacts/plugins-community/plugins/ai-ml/clustering-algorithm-runner/skills/running-clustering-algorithms/SKILL.md
Source commit a177737d6df6a543d21d3b7ee6163ec715d24aa8
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
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- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 8, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 1,971
- Repository last updated
- Nov 7, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- cli Repository topic
- developer-tools Repository topic
- rust Repository topic
- data Derived category
Files and excerpt
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Browse files
SKILL.mdcore · 3,936 bytesassets/README.mddoc · 377 bytesassets/clustering_visualization.ipynbruns · 3,582 bytesassets/config_template.jsonasset · 2,755 bytesassets/example_data.csvasset · 865 bytesreferences/README.mddoc · 671 bytesscripts/README.mddoc · 626 bytesscripts/cluster_evaluator.pyruns · 2,989 bytesscripts/data_loader.pyruns · 2,925 bytesscripts/run_dbscan.pyruns · 2,863 bytesscripts/run_hierarchical.pyruns · 2,887 bytesscripts/run_kmeans.pyruns · 2,865 bytes
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