monkey-patch-kernels-to-transformers
Pass
Audited by Gen Agent Trust Hub on May 18, 2026
Risk Level: SAFECOMMAND_EXECUTIONEXTERNAL_DOWNLOADS
Full Analysis
- [COMMAND_EXECUTION]: Orchestrates the experiment environment through standard development tools including Docker (
docker build,docker run), Git (git checkout,git commit,git reset), and project-specific shell scripts (bench_<submodule_name>.sh). These operations are used for environment isolation and automated benchmarking. - [EXTERNAL_DOWNLOADS]: References official documentation from NVIDIA for cuTile and TileIR operations and utilizes the Hugging Face Hub to research model architectures and implementation details. These interactions are consistent with the skill's stated purpose of optimizing existing deep learning models.
- [SAFE]: The skill performs dynamic code generation and runtime monkey-patching of third-party libraries as its primary functionality for kernel optimization. No malicious intent, such as data exfiltration, hardcoded credentials, or privilege escalation, was identified, and operations are conducted within an isolated Docker container.
Audit Metadata