local-test-runner

local-test-runner is a skill for Claude Code, Codex from cohere-ai/vllm-skills. It costs 56 tokens per session (2,686 once invoked), scanned A, original, Apache-2.0.

A tool for running vLLM’s Buildkite continuous-integration tests locally on an NVIDIA GPU. Continuous integration is automated testing run for code changes before they are accepted.

In plain words
What is it for?
Running a specific vLLM test file, a full Buildkite test area, or matching the project’s local CI test setup.
Why use it?
It helps reproduce CI failures or check changes locally without waiting for the remote Buildkite jobs.

Skill for Claude CodeCodex ✓ vendor

Written for no agent in particular: nothing here depends on one.

Good fit Running a specific vLLM test file, a full Buildkite test area, or matching the project’s local CI test setup.

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Install with agentmods
npx agentmods add skills/cohere-ai/vllm-skills/local-test-runner
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add cohere-ai/vllm-skills --skill local-test-runner
Clone the repo
git clone --depth 1 https://github.com/cohere-ai/vllm-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for local-test-runner

README.md
[![agentmods](https://agentmods.dev/badge/skills/cohere-ai/vllm-skills/local-test-runner/github.svg)](https://agentmods.dev/skills/cohere-ai/vllm-skills/local-test-runner)
Your own site
<a href="https://agentmods.dev/skills/cohere-ai/vllm-skills/local-test-runner"><img src="https://agentmods.dev/badge/skills/cohere-ai/vllm-skills/local-test-runner/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for local-test-runner

Your own site · 80×15
<a href="https://agentmods.dev/skills/cohere-ai/vllm-skills/local-test-runner"><img src="https://agentmods.dev/badge/skills/cohere-ai/vllm-skills/local-test-runner.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 56 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,686 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00056 $0.02686
Opus 5 $0.00028 $0.01343
Sonnet 5 $0.00011 $0.00537
Haiku 4.5 $0.00006 $0.00269

Measured 12d ago against content hash 5ccf5482aaf4, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

local-test-runner scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/local-test-runner/SKILL.md · 210 lines

How it starts

The opening of the file, as written. The whole thing — 210 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Local Test Runner

Quick Start

Run vLLM tests locally — either a specific test file or a full Buildkite test area — directly in the current shell with an editable vLLM install.

Buildkite concept Local equivalent
test_areas/*.yaml steps pytest commands from those YAML files, run in current env
CI working dir /vllm-workspace/tests <repo_root>/tests
Buildkite sharding (--num-shards/--shard-id) Omit locally (run full suite)
$$BUILDKITE_PARALLEL_JOB vars in YAML Remove or ignore

Workflow

1) Ensure environment is set up

In containerized environments, uv may fail with Cross-device link (os error 18) when its cache and workspace are on different filesystems. If this happens, set the cache to a local directory before any uv commands:

export UV_CACHE_DIR=<repo_root>/.cache/uv

Check that vLLM is fully installed. An import vllm check alone is insufficient: when Python is run from the repo root, the vllm/ source directory shadows the package, so imports can succeed even when uv pip install -e . was never run. In that state there is no vllm console script in .venv/bin/, and entrypoint tests that spawn vllm serve via RemoteOpenAIServer fail with a confusing PermissionError: [Errno 13] Permission denied: 'vllm' (an empty PATH entry causes the exec loop to land on the source directory). All three of these checks must pass:

.venv/bin/python -c "import vllm; print('vllm version:', vllm.__version__)"
test -x .venv/bin/vllm && echo "vllm CLI OK"
uv pip show vllm > /dev/null 2>&1 && echo "pip metadata OK"

If any of the three checks fails, use the install-vllm skill to create the env and install vLLM — do not try to patch around a partial install. Then install test dependencies:

uv pip install -r requirements/test.in
uv pip install -r requirements/dev.txt

1b) Prompt for precompiled wheel before running tests

Always prompt the user for which precompiled wheel to use, unless they have already specified one. The precompiled wheel determines which C++/CUDA binaries are loaded. Using the wrong wheel can cause silent correctness regressions (e.g. a model producing 100% WER instead of ~12%).

Read the full file on GitHub · 210 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 210 lines · 56 tokens per session scan A 5ccf5482aaf4

Subscribe to this mod's changes

local-test-runner is a skill published in the GitHub repository cohere-ai/vllm-skills (6 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 56 tokens to every session and 2,686 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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