optimize-for-gpu
Pass
Audited by Gen Agent Trust Hub on Jun 14, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONDATA_EXFILTRATIONPROMPT_INJECTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill provides instructions to install various GPU-accelerated Python libraries from the official NVIDIA PyPI index (https://pypi.nvidia.com). This is a well-known and trusted source for these tools.
- [COMMAND_EXECUTION]: The skill leverages Just-In-Time (JIT) compilation technologies, specifically Numba CUDA and NVIDIA Warp, which compile Python code into executable CUDA kernels at runtime.
- [DATA_EXFILTRATION]: Documentation within the skill (KvikIO and cuxfilter) references capabilities for reading data from remote endpoints like AWS S3 and HTTP URLs. These features are intended for processing remote datasets and do not represent unauthorized exfiltration.
- [PROMPT_INJECTION]: The skill processes user-supplied Python code for optimization, creating a surface for indirect prompt injection. 1. Ingestion points: User-provided Python scripts and code snippets. 2. Boundary markers: None identified. 3. Capability inventory: Code generation for network access (KvikIO RemoteFile) and file system writes (cuDF). 4. Sanitization: None identified.
Audit Metadata