exp-simd-vectorization
Pass
Audited by Gen Agent Trust Hub on Jun 19, 2026
Risk Level: SAFE
Full Analysis
- SIMD Optimization Guidance: The skill outlines structured patterns for using
Vector128,Vector256, andVector512to parallelize scalar loops. These patterns include hardware acceleration checks and scalar fallbacks, which are standard for cross-platform performance engineering. - Official Library Integration: It recommends the use of
System.Numerics.Tensors, an official package for high-level mathematical operations. Referencing standard framework libraries for their intended purpose is a safe and encouraged practice. - Efficient Memory Access: The instructions utilize
Span<T>andMemoryMarshalfor high-performance, in-memory data processing. These techniques are used appropriately within the context of loop vectorization and do not involve unsafe data exfiltration or external communication. - Instructional Context: The 'Decision Gate' and explanation requirements are designed to guide an AI agent in making sound architectural decisions regarding when to apply vectorization, ensuring that code remains maintainable and efficient.
Audit Metadata