How do I install the Vllm Benchmarking Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/vllm-benchmarking/SKILL.md and restart Claude Code. Both flows are detailed at https://claudskills.com/install/.

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

ClaudSkills / General / general-misc

Vllm Benchmarking

Category: General · Sub-category: general-misc · Last updated: 2026-05-08

ai:llm

Run production vLLM benchmarks — `vllm bench` (serve, throughput, latency, sweep, startup, mm-processor), request-rate vs max-concurrency semantics, TTFT/TPOT/ITL/E2EL percentiles, goodput SLO measurement, prefix-cache workloads, air-gapped operation (HF_ENDPOINT, ModelScope, hf-mirror, offline cache). Methodology split — SLO health checks vs A/B change sweeps — plus pitfalls that produce misleading numbers (no warmup, wrong tokenizer, random-as-prod, `--request-rate inf` alone).

From the source SKILL.md

Target audience: operators producing defensible latency/throughput numbers against production or pre-production vLLM deployments, on datacenter GPUs, often in containerized or air-gapped environments.

What this skill does

Vllm Benchmarking is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/vllm-benchmarking/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Vllm Benchmarking skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It is part of the open ClaudSkills registry, a community-curated catalog of 56,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/vllm-benchmarking
curl -L https://claudskills.com/skills/vllm-benchmarking/SKILL.md \
  -o ~/.claude/skills/vllm-benchmarking/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/vllm-benchmarking/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/vllm-benchmarking/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\vllm-benchmarking\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: GifPerfect · AspectPerfect · SlomoPerfect · Ucaption · UTagger · AutoXPoster · TestYourSkills