serving-llms-vllm
70 / 100 · Review before installing
Check before installing. Some of what it can do is expected: a research skill usually looks things up on the internet.
Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production LLM APIs, optimizing inference latency/throughput, or serving models with limited GPU memory. Supports OpenAI-compatible endpoints, quantization (GPTQ/AWQ/FP8), and tensor parallelism.
Partially scanned — some files couldn't be read; we'll retry on the next scan
What this skill can do
Downloads and installs other software
Runs commands on your computer
Can call paid AI services billed to you
Sends data to these websites: api.openai.com
Safer alternatives
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'serving-llms-vllm' ] || [ -L ~/.agents/skills/'serving-llms-vllm' ]; then echo 'A skill folder named serving-llms-vllm already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/KalarisLabs/research-agent-skills' "$d" && git -C "$d" checkout --quiet '802bbea44e551abac24d6856f83fc55149bbdba3' -- 'skills/serving-llms-vllm' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/serving-llms-vllm' ~/.agents/skills/'serving-llms-vllm' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'serving-llms-vllm' ~/.claude/skills/'serving-llms-vllm' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
[](https://zalavijaysinh.github.io/skilltrust/repos/KalarisLabs/research-agent-skills/)
Score history
| Date | Version | Score |
|---|---|---|
| 2026-11-13 | 802bbea | 70 |
| 2026-11-07 | 29fe36d | 100 |