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.