air-gapped/skills · .claude/skills/vllm-gemma-4-31b/SKILL.md

vllm-gemma-4-31b skillA

vllm-gemma-4-31b is agent-read markdown (skill) from air-gapped/skills: Operating-point reference for serving Gemma 4 31B on vLLM — TP sizing, max_model_len, max_num_seqs, gpu_memory_utilization, kv_cache_dtype, EAGLE3 spec-dec, chat_template choice..

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-gemma-4-31b@git:20260811.5bb3517
Exact content
mdr add air-gapped/skills/vllm-gemma-4-31b@sha256:3ac61e868b82d16d

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_avf2ooxur6irdzks.svg)](https://markdownregistry.com/a/art_avf2ooxur6irdzks)

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Versions

versioncommittedcommitsizeaudit
git:20260811.5bb3517 latest2026-08-11 5bb3517 25,855 BA view · diff
git:20260802.08faa472026-08-02 08faa47 22,308 BA view · diff
git:20260802.c4bc43c2026-08-02 c4bc43c 21,217 BA view · diff
git:20260725.aef8f182026-07-25 aef8f18 14,988 BA view · diff
git:20260721.6b9197a2026-07-21 6b9197a 14,566 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 (25855 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_avf2ooxur6irdzks
GET https://markdownregistry.com/api/v1/resolve?ref=air-gapped/skills/vllm-gemma-4-31b
GET https://markdownregistry.com/api/v1/blob/3ac61e868b82d16d0b66bb745b1ca2302c3fa669511813aa2136c8aa8717907a

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.