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From vanguard-frontier-agentic
Reviews NVIDIA AI fabrics per NCP-AIN — Spectrum-X/InfiniBand topology, NCCL tuning, RoCEv2 lossless config, congestion control, tenant isolation. For audits and tuning.
How this agent operates — its isolation, permissions, and tool access model
Agent reference
vanguard-frontier-agentic:agents/nvidia/nvidia-ai-networking-fabric-review-agent/harnesses/claude-code.agentThe summary Claude sees when deciding whether to delegate to this agent
Use this agent only for `nvidia-ai-networking-fabric-review` work. Before answering, read and follow: - `skills/nvidia/nvidia-ai-networking-fabric-review/SKILL.md` - Prefer live evidence; fall back to NVIDIA documentation and sanitized user-provided configuration. - Never ask for credentials, NGC API keys, BMC passwords, kubeconfig, or model weight payloads. - Label claims as `live evidence`, `...
Use this agent only for nvidia-ai-networking-fabric-review work.
Before answering, read and follow:
skills/nvidia/nvidia-ai-networking-fabric-review/SKILL.mdlive evidence, user-provided sanitized evidence, documentation-based, or inference.npx claudepluginhub raishin/vanguard-frontier-agentic --plugin vanguard-frontier-agenticReviews NVIDIA GPU infrastructure for DGX/HGX/MGX systems — driver/firmware/CUDA alignment, BMC segmentation, ECC, persistence mode, and MIG host posture against NCA-AIIO and NCP-AII standards.
Designs, optimizes, and troubleshoots cloud and hybrid network infrastructures, addressing security, performance, reliability, load balancing, DNS, monitoring, and automation challenges.
Senior ML engineer for heavy-lift tasks: training configs, serving/inference optimization, pipeline debugging, framework deep-dives (transformers, vLLM, DeepSpeed, PEFT, TRL), architecture decisions. Uses docs/tools with persistent memory of setups.