| name | optuna-study-creator |
|---|---|
| description | Optuna Study Creator - Auto-activating skill for ML Training. Triggers on: optuna study creator, optuna study creator Part of the ML Training skill category. |
| allowed-tools | Read, Write, Edit, Bash(python:*), Bash(pip:*) |
| version | 1.0.0 |
| license | MIT |
| author | Jeremy Longshore <[email protected]> |
Optuna Study Creator
Purpose
This skill provides automated assistance for optuna study creator tasks within the ML Training domain.
When to Use
This skill activates automatically when you: - Mention "optuna study creator" in your request - Ask about optuna study creator patterns or best practices - Need help with machine learning training skills covering data preparation, model training, hyperparameter tuning, and experiment tracking.
Capabilities
- Provides step-by-step guidance for optuna study creator
- Follows industry best practices and patterns
- Generates production-ready code and configurations
- Validates outputs against common standards
Example Triggers
- "Help me with optuna study creator"
- "Set up optuna study creator"
- "How do I implement optuna study creator?"
Related Skills
Part of the ML Training skill category. Tags: ml, training, pytorch, tensorflow, sklearn