name: learning-rate-scheduler description: | Learning Rate Scheduler - Auto-activating skill for ML Training. Triggers on: learning rate scheduler, learning rate scheduler 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

Learning Rate Scheduler

Purpose

This skill provides automated assistance for learning rate scheduler tasks within the ML Training domain.

When to Use

This skill activates automatically when you:

• Mention "learning rate scheduler" in your request
• Ask about learning rate scheduler 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 learning rate scheduler
• Follows industry best practices and patterns
• Generates production-ready code and configurations
• Validates outputs against common standards

Example Triggers

• "Help me with learning rate scheduler"
• "Set up learning rate scheduler"
• "How do I implement learning rate scheduler?"

Related Skills

Part of the ML Training skill category. Tags: ml, training, pytorch, tensorflow, sklearn