workflow-get-available-resources

What problem does it solve?

This Skill helps users understand and leverage their available computational resources to make informed decisions about how to run computationally intensive tasks, preventing performance bottlenecks and optimizing resource utilization.

Core Features & Use Cases

• Resource Detection: Automatically identifies CPU cores, GPU availability (NVIDIA, AMD, Apple Silicon), RAM, and disk space.
• Strategic Recommendations: Provides actionable advice on using parallel processing, memory-efficient strategies, GPU acceleration, and large data handling techniques.
• Use Case: Before training a large machine learning model, use this Skill to determine if a GPU is available and how many CPU cores can be used for data preprocessing, ensuring the most efficient setup.

Quick Start

Run the resource detection script to generate a JSON file with system resource information and recommendations.