Individual skill
tuning-hyperparameters
Optimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. Finds best parameter configurations to maximize performance. Use when asked to "tune hyperparameters" or "optimize model". Trigger with relevant phrases based on skill purpose.
tests/ext_conformance/artifacts/plugins-community/plugins/ai-ml/hyperparameter-tuner/skills/tuning-hyperparameters/SKILL.md
Source commit a177737d6df6a543d21d3b7ee6163ec715d24aa8
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 9, 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)
- 1,979
- Repository last updated
- Nov 10, 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
- education Derived category
Files and excerpt
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Browse files
SKILL.mdcore · 4,523 bytesassets/README.mddoc · 316 bytesassets/hyperparameter_space_template.jsonasset · 2,774 bytesassets/visualization_template.htmlasset · 2,617 bytesreferences/README.mddoc · 618 bytesscripts/README.mddoc · 784 bytesscripts/bayesian_optimization.pyruns · 2,890 bytesscripts/data_validation.pyruns · 2,818 bytesscripts/error_handling.pyruns · 2,846 bytesscripts/evaluation_metrics.pyruns · 2,852 bytesscripts/grid_search.pyruns · 2,850 bytesscripts/hyperparameter_space.pyruns · 2,840 bytesscripts/model_trainer.pyruns · 2,858 bytesscripts/random_search.pyruns · 2,858 bytes
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