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 jeremy@intentsolutions.io

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