rust-gpu-discipline

What problem does it solve?

The Rust GPU discipline skill prevents silent CPU fallbacks and ensures GPU-backed compute paths are actually executed on the GPU by enforcing pre-flight planning, mechanical verification, and honest reporting.

Core Features & Use Cases

• Pre-flight planning before GPU work to identify required backends, kernels, and data movement.
• Forbidden-pattern detection to block lazy CPU fallbacks and incomplete GPU implementations.
• Mechanical self-verification and adversarial review to validate end-to-end GPU execution and correct error signaling.
• Honest reporting that mirrors PyTorch parity for device dispatch and fallback behavior.

Quick Start

Provide a pre-flight plan and a verification checklist before writing any GPU-accelerated Rust code.