Individual skill
scikit-learn
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.
tests/ext_conformance/artifacts/templates-davila7/cli-tool/components/skills/scientific/scikit-learn/SKILL.md
Source commit 70110103476bad94b3d700f50909d08842df50cc
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 3, 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)
- 1,969
- Repository last updated
- Nov 6, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
Files and excerpt
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Browse files
SKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesSKILL.mdcore · 15,461 bytesreferences/model_evaluation.mddoc · 15,454 bytesreferences/pipelines_and_composition.mddoc · 14,770 bytesreferences/preprocessing.mddoc · 15,603 bytesreferences/quick_reference.mddoc · 11,508 bytesreferences/supervised_learning.mddoc · 11,011 bytesreferences/unsupervised_learning.mddoc · 14,440 bytesscripts/classification_pipeline.pyruns · 8,044 bytesscripts/clustering_analysis.pyruns · 11,396 bytes
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