pypto-loop-view

What problem does it solve?

This skill enforces that all view shapes used inside pypto loops are compile-time constants, preventing runtime shape errors when slicing tensors in complex loop patterns.

Core Features & Use Cases

• Enforce compile-time view shapes for pypto-based loops to guarantee deterministic kernel behavior.
• Guide safe loop patterns for matmul, norm, elementwise, and related operations with compile-time constants.
• Use Case: When building a kernel with pypto.loop, this skill ensures every view call uses a literal or closure constant shape, avoiding ValueError from dynamic shapes.

Quick Start

Apply the compile-time shape rule by refactoring a pypto kernel to replace dynamic view shapes with compile-time constants.