vllm-omni SKILL.md skillA
vllm-omni from air-gapped/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add air-gapped/skills/vllm-omni@git:20261018.81b7616Pins git:20261018.81b7616 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- air-gapped/skills
- Path
.claude/skills/vllm-omni/SKILL.md- Versions recorded
- 11
- Latest version
- git:20261018.81b7616, committed Oct 18, 2026
- First version recorded
- Jun 7, 2026
- Size
- 16,568 bytes
- Repository stars
- 6
- License
- MIT
vLLM-Omni output-side multimodal generation — image (FLUX.1/2, Qwen-Image, GLM-Image, BAGEL, SD3.5, HunyuanImage-3.0), video (Wan2.1/2.2, LTX-2, HunyuanVideo-1.5), TTS (Qwen3-TTS, CosyVoice3, Voxtral-TTS), any-to-any omni (Qwen3-Omni, Qwen2.5-Omni, MiMo-Audio) via `vllm serve --omni`. Stage-based disaggregation (OmniConnector + Mooncake + RDMA), `/v1/images/generations`, async+sync `/v1/videos`, `/v1/audio/speech` with voice-upload, PCM16 WebSocket `/v1/realtime`, Ulysses/Ring SP +…
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-Omni — output-side multimodal serving Target: operators who serve image / video / audio / any-to-any generation models with vLLM-Omni, a plugin layer on upstream vLLM. vllm-omni extends upstream vLLM (same CUDA/ROCm/NPU/XPU runtime, same OpenAI-compat API server) to add non-autoregressive DiT models, multi-stage pipeline execution, diffusion schedulers, CFG plumbing, and real-time streaming audio I/O — things upstream vLLM does not ship. This skill is a **reference**, not a tutorial. SKILL.md holds the mental model, quick-answer router, top pitfalls, and operator cheat sheet. The `references/` files hold endpoint catalogs, supported-model tables, stage-config grammar, and the diffusion/DiT details. Read only the reference file that matches the question. ## How it plugs into vLLM …
Read the whole file at its exact version.
How to install
mdr add air-gapped/skills/vllm-omni@sha256:86adc8ec587aa990The line at the top of this page pins the label git:20261018.81b7616, 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_dygetrvwnokpzxmz)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 11 versions of this file, between Jun 7, 2026 and Oct 18, 2026, about one every 13 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261018.81b7616 latest | 2026-10-18 | 81b7616 | 16,568 B | A | view · diff |
| git:20261018.a862c98 | 2026-10-18 | a862c98 | 17,214 B | A | view · diff |
| git:20261018.732124e | 2026-10-18 | 732124e | 17,197 B | A | view · diff |
| git:20261018.228c37c | 2026-10-18 | 228c37c | 18,016 B | A | view · diff |
| git:20261018.1350c93 | 2026-10-18 | 1350c93 | 18,009 B | A | view · diff |
| git:20260922.fd88423 | 2026-09-22 | fd88423 | 19,714 B | A | view · diff |
| git:20260915.34767df | 2026-09-15 | 34767df | 19,516 B | A | view · diff |
| git:20260818.36f6464 | 2026-08-18 | 36f6464 | 18,958 B | A | view · diff |
| git:20260811.5eae0c2 | 2026-08-11 | 5eae0c2 | 18,971 B | A | view · diff |
| git:20260721.5a24786 | 2026-07-21 | 5a24786 | 16,547 B | A | view · diff |
| git:20260607.aeb0bcc | 2026-06-07 | aeb0bcc | 13,120 B | A | view |
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 (16568 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
air-gapped/skills · 6 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dygetrvwnokpzxmz GET https://markdownregistry.com/api/v1/resolve?ref=air-gapped/skills/vllm-omni GET https://markdownregistry.com/api/v1/blob/86adc8ec587aa99073ca3cfc5234b2a318d6fb7b2303112b0986085b6c753c7a
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.