Skills
skills/bbuf/sglang-auto-driven-skills/gpu-kernel-ako4all/Gen Agent Trust Hub

gpu-kernel-ako4all

Pass

Audited by Gen Agent Trust Hub on May 11, 2026

Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill orchestrates the setup of a microbenchmark harness by cloning the AKO4ALL repository from a remote location using git clone. The source URL is configurable via the AKO4ALL_UPSTREAM_URL environment variable.
  • [COMMAND_EXECUTION]: Instructions require the execution of a local management script, scripts/ensure_ako4all_clean.sh, to maintain the integrity and synchronization of the benchmarking environment.
  • [COMMAND_EXECUTION]: The core optimization loop involves the generation and execution of untrusted GPU kernel code (Triton, CUDA, PTX) through benchmarking tools and profilers such as ncu and nsys.
  • Ingestion points: Ingests code from the input/ and solution/ directories within the harness.
  • Boundary markers: Absent.
  • Capability inventory: Execution of kernel code via subprocess calls to bench, ncu, and nsys.
  • Sanitization: Absent.
Audit Metadata
Risk Level
SAFE
Analyzed
May 11, 2026, 07:58 PM
Security Audit — agent-trust-hub — gpu-kernel-ako4all