get-available-resources
CommunityOptimize compute, avoid resource limits.
Data & Analytics#performance optimization#memory management#scientific computing#resource management#CPU cores#GPU detection#system monitoring
Authorxiechy
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Scientific computing tasks often fail or run inefficiently due to unknown or mismanaged system resources. This skill proactively identifies available CPU, GPU, memory, and disk space, providing strategic recommendations to prevent resource bottlenecks and optimize computational approaches.
Core Features & Use Cases
- Automated Resource Detection: Automatically identifies CPU cores, GPU availability (NVIDIA, AMD, Apple Silicon), total/available memory, and disk space.
- Strategic Recommendations: Generates tailored advice for parallel processing, memory management, GPU acceleration, and large data handling.
- Use Case: Before training a large neural network, use this skill to determine if a GPU is available and which backend (CUDA, Metal) to configure, ensuring optimal performance.
Quick Start
Run the resource detection script to get a .claude_resources.json file with system info and recommendations.
python scripts/detect_resources.py
Dependency Matrix
Required Modules
psutil
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: get-available-resources Download link: https://github.com/xiechy/climate-ai/archive/main.zip#get-available-resources Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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