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Repository

vllm-project/vllm-skills agent skills

Every skill in the vllm-project/vllm-skills repository on GitHub, ranked by score, with the commands to install them.
skills
6
GitHub stars
102

GitHub description: “Agent skills for vLLM”

Stars
102 (28 forks)
Licence
Apache-2.0
Last push
Apr 2026
Created
Feb 2026
Source
github.com/vllm-project/vllm-skills

Install all skills

skills CLI (any agent)
npx skills add vllm-project/vllm-skills

Add --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).

Skills in vllm-project/vllm-skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Skills in vllm-project/vllm-skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1
1.Vllm Bench Random Synthetic

Run vLLM performance benchmark using synthetic random data to measure throughput, TTFT (Time to First Token), TPOT (Time per Output Token), and other key performance metrics.

vllm-project/vllm-skills102—~1.5kAutomated safety check: PassApache-2.06 mo ago
2
2.Vllm Bench Serve

Benchmark vLLM or OpenAI-compatible serving endpoints using vllm bench serve.

vllm-project/vllm-skills102—~1.6kAutomated safety check: PassApache-2.06 mo ago
3
3.Vllm Deploy K8s

Deploy vLLM to Kubernetes (K8s) with GPU support, health probes, and OpenAI-compatible API endpoint.

vllm-project/vllm-skills102—~2kAutomated safety check: PassApache-2.06 mo ago
4
4.Vllm Deploy Simple

Quick install and deploy vLLM, start serving with a simple LLM, and test OpenAI API.

vllm-project/vllm-skills102—~1.6kAutomated safety check: PassApache-2.06 mo ago
5
5.Vllm Prefix Cache Bench

This is a skill for benchmarking the efficiency of automatic prefix caching in vLLM using fixed prompts, real-world datasets, or synthetic prefix/suffix patterns.

vllm-project/vllm-skills102—~1.4kAutomated safety check: PassApache-2.06 mo ago
6
6.Vllm Deploy Docker

Deploy vLLM using Docker (pre-built images or build-from-source) with NVIDIA GPU support and run the OpenAI-compatible server.

vllm-project/vllm-skills102—~2.5kAutomated safety check: NotesApache-2.06 mo ago

Questions, answered from the data.

What is the best skill in vllm-project/vllm-skills?

Vllm Bench Random Synthetic from vllm-project/vllm-skills ranks first of the 6 skills in vllm-project/vllm-skills listed here, with the highest score: its repository has 102 GitHub stars, its SKILL.md loads about 1.5k tokens and it passes the automated safety check with no findings. Next come Vllm Bench Serve and Vllm Deploy K8s.

Are the skills in vllm-project/vllm-skills official?

None yet. All 6 skills in vllm-project/vllm-skills listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.

How do I install all skills from vllm-project/vllm-skills?

Run npx skills add vllm-project/vllm-skills in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.

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Products these skills work with