air-gapped/skills · .claude/skills/vllm-input-modalities/SKILL.md

vllm-input-modalities skillA

vllm-input-modalities is agent-read markdown (skill) from air-gapped/skills: vLLM non-chat inference surfaces — text embeddings (`/v1/embeddings`, `/v2/embed`), reranking/scoring (`/rerank`, `/score`), speech-to-text (`/v1/audio/transcriptions`, `/v1/audio/translations`), document OCR via VLMs. Covers 2026 `--runner pooling` (replacing `--task embed`), v0.20 deprecations (`score`→`classify`, multitask pooling, `encode`→`token_embed`+`token_classify`), Matryoshka/MRL, ColBERT/ColPali/ColQwen late-interaction MaxSim, Cohere v2 `/v2/embed`, Jina v3/v4/v5 quirks, cross-encod.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add air-gapped/skills/vllm-input-modalities@git:20260915.581525a
Exact content
mdr add air-gapped/skills/vllm-input-modalities@sha256:93f2a3d243e6bebc

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_aayfo53m6kiyjfyz.svg)](https://markdownregistry.com/a/art_aayfo53m6kiyjfyz)

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Versions

versioncommittedcommitsizeaudit
git:20260915.581525a latest2026-09-15 581525a 21,894 BA view · diff
git:20260811.23dd79b2026-08-11 23dd79b 21,646 BA view · diff
git:20260721.e38997a2026-07-21 e38997a 18,766 BA view · diff
git:20260529.785a0d22026-05-29 785a0d2 15,098 BA view · diff
git:20260424.4dca59c2026-04-24 4dca59c 14,431 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (21894 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

GitHub

air-gapped/skills · 5 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_aayfo53m6kiyjfyz
GET https://markdownregistry.com/api/v1/resolve?ref=air-gapped/skills/vllm-input-modalities
GET https://markdownregistry.com/api/v1/blob/93f2a3d243e6bebc9ce94a1ce8c5c520eb9037ceb059861dafb3318eca12b23f