optimize-for-gpu
Pass
Audited by Gen Agent Trust Hub on Aug 17, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADS
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill provides instructions to download and install official GPU acceleration libraries from the NVIDIA PyPI registry (pypi.nvidia.com). These resources originate from a well-known and trusted vendor.
- [INDIRECT_PROMPT_INJECTION]: The skill acts on user-provided Python code and datasets to perform optimizations, which presents an attack surface for indirect prompt injection if the inputs contain malicious instructions intended to manipulate the agent.
- Ingestion points: User-supplied Python source code and data descriptions (SKILL.md).
- Boundary markers: None explicitly defined in the skill instructions to separate user-provided content from the agent's internal instructions.
- Capability inventory: Execution of shell commands for installation via 'uv' and Python execution for checking GPU availability and running optimized code (SKILL.md).
- Sanitization: No specific filtering or sanitization measures are mentioned for the user-provided code being optimized.
- [DYNAMIC_EXECUTION]: The skill leverages JIT (Just-In-Time) compilation mechanisms in libraries such as Numba and NVIDIA Warp to generate and execute GPU-native CUDA kernels from Python code at runtime.
Audit Metadata