vllm-test-generator SKILL.md skillA
vllm-test-generator from shen-shanshan/vllm-dev-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add shen-shanshan/vllm-dev-skills/vllm-test-generator@git:20260421.1a1963bPins git:20260421.1a1963b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- shen-shanshan/vllm-dev-skills
- Path
skills/vllm-test-generator/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260421.1a1963b, committed Apr 21, 2026
- Size
- 7,116 bytes
- Repository stars
- 30
- License
- Apache-2.0
Generate test cases for the vllm-project/vllm repository (https://github.com/vllm-project/vllm). Use this skill when the user wants to write unit tests or integration/e2e tests for vllm code, functions, classes, or features. Triggered by requests like "帮我写XXX的测试用例", "生成XXX的单元测试", "为XXX功能写测试", "generate tests for XXX in vllm", "write a test for XXX vllm function". Do NOT use for vllm-ascend — use vllm-ascend-ut-generator instead.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# vLLM Test Generator
Generate well-structured tests for [vllm-project/vllm](https://github.com/vllm-project/vllm), following the conventions of the existing test suite.
## Step 1 — Fetch Context
Before writing, fetch the relevant source and existing tests:
```bash
# Browse existing tests for the target area
gh api repos/vllm-project/vllm/contents/tests/<subdir> --jq '[.[] | {name}]'
# Read a representative existing test file
gh api repos/vllm-project/vllm/contents/tests/<path>.py --jq '.content' | base64 -d
# Read the source under test if needed
gh api repos/vllm-project/vllm/contents/vllm/<path>.py --jq '.content' | base64 -d
```
## Step 2 — Classify the Test
| What is being tested | Type | Directory |
|---|---|---|
| Single function / class / method | Unit | `tests/` or matching subdir |
| Config parsing, data structures, utils | Unit | `tests/` root |
| CUDA kernels | Unit | `tests/kernels/` |
| Attention backends | Unit/Integration | `tests/v1/attention/` or `tests/kernels/` |
| Full model inference with LLM class | Integration | `tests/entrypoints/llm/` |
| OpenAI-compatible API | Integration | `tests/entrypoints/openai/` |
…Read the whole file at its exact version.
How to install
mdr add shen-shanshan/vllm-dev-skills/vllm-test-generator@sha256:b297f1918e164a5eThe line at the top of this page pins the label git:20260421.1a1963b, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_vtdviwqzjqtebaac)
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Versions
The registry has recorded 1 version of this file, committed on Apr 21, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7116 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
shen-shanshan/vllm-dev-skills · 30 stars · license Apache-2.0 · pushed 2026-11-05 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_vtdviwqzjqtebaac GET https://markdownregistry.com/api/v1/resolve?ref=shen-shanshan/vllm-dev-skills/vllm-test-generator GET https://markdownregistry.com/api/v1/blob/b297f1918e164a5e145a8c60489d9ba0a5e1d8404f7281318a5fc1920ea89cae
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.