kernel-tileir-optimization
Pass
Audited by Gen Agent Trust Hub on May 17, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill focuses on hardware-specific optimization of Triton kernels (dot-related, norm-like, etc.) for the NVIDIA TileIR backend. No malicious instructions or unsafe operations were found.
- [EXTERNAL_DOWNLOADS]: References to external resources point to well-known and official repositories, specifically the 'triton-lang' organization on GitHub. These references are used for documentation and legitimate software installation purposes.
- [DATA_EXFILTRATION]: No network operations or unauthorized file access patterns were detected. The scripts operate locally on provided kernel source code.
- [COMMAND_EXECUTION]: The provided scripts ('classify_kernel.py' and 'tileir_check.py') use standard libraries to perform regex-based code analysis and environment checks. No dangerous subprocess executions or argument injections were found.
Audit Metadata