tilegym-improve-cutile-kernel-perf
Pass
Audited by Gen Agent Trust Hub on Jun 12, 2026
Risk Level: SAFECOMMAND_EXECUTIONEXTERNAL_DOWNLOADSPROMPT_INJECTION
Full Analysis
- [SAFE]: The skill follows standard development and optimization practices for GPU kernels, consistent with the specialized domain of the author (NVIDIA).
- [COMMAND_EXECUTION]: The skill utilizes shell commands for benchmarking (
pytest), environment management (git), and IR analysis (tileiras,cuobjdump). These operations are restricted to the local workspace and are appropriate for the skill's purpose of kernel tuning. - [EXTERNAL_DOWNLOADS]: The skill suggests installing the
cuda-tilePython package, which is an official library provided by the vendor. This is a trusted dependency for the intended use case. - [PROMPT_INJECTION]: The skill demonstrates an attack surface for indirect prompt injection (Category 8) as it processes and executes code from the repository. This is an inherent aspect of the development workflow it facilitates.
- Ingestion points: Reads kernel files in
src/tilegym/and test files intests/suites/(SKILL.md). - Boundary markers: Absent.
- Capability inventory: Shell command execution via
pytestandpython(SKILL.md, ir-dump-guide.md). - Sanitization: Absent.
Audit Metadata