Compute-aware HPC policy and resource governance engine for OmniBioAI — enforces GPU/CPU quota limits, Slurm-aware scheduling policies, cluster access control, and zero-trust execution decisions. Prevents resource monopolization on shared HPC infrastructure and ensures fair, auditable compute allocation across research teams.