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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.

By KalarisLabs/research-agent-skills (GitHub) · research · 126 stars · scanned at commit 802bbea

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.

Works with any agent that supports SKILL.md skills.

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

The author does not mention this.

Found in 2 places.

Runs commands on your computer

The author does not mention this.

Found in 15 places.

Show 12 more

Can call paid AI services billed to you

This is disclosed by the author in the skill's SKILL.md or README.

Found in 1 place.

Sends data to these websites: api.openai.com

The author does not mention this. Expected for a research skill.

Found in 2 places.

Safer alternatives

Low-risk skills in the same category (research) that look related. Check that one does what you need.

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.

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Score history

DateVersionScore
2026-11-13802bbea70
2026-11-0729fe36d100