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Execute guarded, reproducible load tests against a ramjet GPU inference deployment, especially the node06 8x RTX PRO 6000 stack. Use when asked to benchmark TPS, TTFT, TPOT, concurrency, long context, cache locality, agent/tool correctness, full-box capacity,…
原文语言：英语
Deploy or upgrade ramjet and OpenAI-compatible GPU engines on a Linux node with Docker Compose. Use for first-time node setup, creating a Compose stack, validating GPU/container prerequisites, promoting an immutable image, performing an LB-only rollout, or…
原文语言：英语
Measure and tune a ramjet GPU inference node using controlled, reproducible experiments. Use for GPU/NUMA placement, vLLM or DSpark scheduler settings, routing weights, cache locality, throughput, latency, concurrency, context-size, or image A/B optimization.
原文语言：英语
Diagnose a ramjet GPU inference node by checking NVIDIA GPUs, Docker Compose services, OpenAI endpoints, router health, Prometheus metrics, logs, networking, and basic synthetic requests. Use for outages, degraded health, low throughput, cache misses, stuck…
原文语言：英语
复制这段 Prompt，发给你正在使用的 AI 助手。
Follow https://skillsmp.com/skill-install/prompt.md to install Agent Skills from https://github.com/helixml/ramjet.暂时无法加载仓库 README。你仍可浏览下方的 Skill 目录。