Model explainability tool
Skill jeremylongshore/claude-code-plugins-plus-skills/skills/07-ml-training/model-explainability-tool
'Build model explainability tool operations. Auto-activating skill for ML Training.From its SKILL.md
npx -y skills add jeremylongshore/claude-code-plugins-plus-skills --skill model-explainability-toolAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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SKILL.md
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Model Explainability Tool
Overview
This skill provides automated assistance for model explainability tool tasks within the ML Training domain.
When to Use
This skill activates automatically when you:
- Mention "model explainability tool" in your request
- Ask about model explainability tool patterns or best practices
- Need help with machine learning training skills covering data preparation, model training, hyperparameter tuning, and experiment tracking.
Instructions
- Provides step-by-step guidance for model explainability tool
- Follows industry best practices and patterns
- Generates production-ready code and configurations
- Validates outputs against common standards
Examples
Example: Basic Usage Request: "Help me with model explainability tool" Result: Provides step-by-step guidance and generates appropriate configurations
Prerequisites
- Relevant development environment configured
- Access to necessary tools and services
- Basic understanding of ml training concepts
Output
- Generated configurations and code
- Best practice recommendations
- Validation results
Error Handling
| Error | Cause | Solution |
|---|---|---|
| Configuration invalid | Missing required fields | Check documentation for required parameters |
| Tool not found | Dependency not installed | Install required tools per prerequisites |
| Permission denied | Insufficient access | Verify credentials and permissions |
Resources
- Official documentation for related tools
- Best practices guides
- Community examples and tutorials
Related Skills
Part of the ML Training skill category. Tags: ml, training, pytorch, tensorflow, sklearn
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.