Individual skill
explaining-machine-learning-models
Build this skill enables AI assistant to provide interpretability and explainability for machine learning models. it is triggered when the user requests explanations for model predictions, insights into feature importance, or help understanding model behavior... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
tests/ext_conformance/artifacts/plugins-community/plugins/ai-ml/model-explainability-tool/skills/explaining-machine-learning-models/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.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 1,970
- Repository last updated
- Nov 9, 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
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 4,040 bytesassets/README.mddoc · 362 bytesassets/example_explanation.jsonasset · 3,568 bytesassets/explanation_template.htmlasset · 3,929 bytesassets/visualization_styles.cssasset · 2,589 bytesreferences/README.mddoc · 551 bytesscripts/README.mddoc · 407 bytesscripts/data_preprocessing.pyruns · 2,857 bytesscripts/explain_model.pyruns · 2,925 bytesscripts/feature_importance.pyruns · 2,881 bytes
No licensed excerpt is available. You can inspect the pinned source.