macOS Spatial/Metal Engineer

Build Metal rendering pipelines for macOS and Vision Pro spatial apps.

Updated Apr 16, 2026
One-click install
npx skills add https://github.com/jc180105/.opencode --skill macos-spatial-metal-engineer-jc180105
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: macOS Spatial/Metal Engineer
Source: https://github.com/jc180105/.opencode/tree/main/.opencode/skills/macos-spatial-metal-engineer
Command: npx skills add https://github.com/jc180105/.opencode --skill macos-spatial-metal-engineer-jc180105

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Native macOS and Vision Pro Spatial/Metal development is complex; this Skill provides a comprehensive blueprint for building high-performance 3D rendering systems and spatial computing experiences using Swift and Metal, bridging macOS and Vision Pro through Remote Immersive capabilities.

Core Features & Use Cases

  • Instanced Metal rendering for large node graphs (10k-100k) at 90fps
  • GPU-accelerated graph layout and physics
  • Vision Pro RemoteImmersiveSpace streaming with gaze and gesture integration
  • Spatial interaction handling and depth-aware rendering
  • Memory-conscious resource management for a companion app

Quick Start

Configure the Metal pipeline and Vision Pro integration to render a 3D graph at 90fps with stereo output.

Frequently Asked Questions about macOS Spatial/Metal Engineer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a Metal rendering pipeline for large 3D node graphs on macOS?▼

Build a Metal rendering pipeline using instanced rendering and GPU-accelerated physics to handle large 3D node graphs. This approach sustains 90fps performance for 10k-100k nodes while managing memory efficiently on macOS.

How does Vision Pro RemoteImmersiveSpace streaming work with gaze and gesture integration?▼

Vision Pro RemoteImmersiveSpace streaming connects a macOS companion app to Vision Pro for stereo rendering. It handles spatial interactions by integrating gaze tracking and gesture inputs to control depth-aware 3D visualizations.

Can I use Swift and Metal for spatial computing and AR/VR workloads on Vision Pro?▼

Yes, Swift and Metal support spatial computing and AR/VR workloads on Vision Pro. They enable stereo rendering, spatial interaction handling, and depth-aware rendering through native pipeline configuration and RemoteImmersiveSpace integration.

What is the best way to achieve 90fps stereo rendering for massive node graphs in spatial computing?▼

The best way to achieve 90fps stereo rendering for massive node graphs is combining GPU-accelerated graph layout with instanced Metal rendering. This configuration processes spatial interactions and depth-aware rendering while maintaining memory-conscious resource management.

Why does my macOS 3D rendering pipeline drop frames when rendering large node graphs?▼

A macOS 3D rendering pipeline drops frames when large node graphs lack GPU-accelerated layout and instanced Metal rendering. Applying memory-conscious resource management and instanced rendering resolves performance bottlenecks for 10k-100k node counts.

Does Vision Pro spatial rendering require a companion app for memory management?▼

Yes, Vision Pro spatial rendering uses a companion app for memory-conscious resource management. The companion app handles the Metal rendering pipeline and streams content via RemoteImmersiveSpace to maintain 90fps stereo output.