air-gapped/skills · .claude/skills/vllm-benchmarking/SKILL.md

vllm-benchmarking skillA

vllm-benchmarking is agent-read markdown (skill) from air-gapped/skills: Run production vLLM benchmarks — `vllm bench` (serve, throughput, latency, sweep, startup, mm-processor), request-rate vs max-concurrency semantics, TTFT/TPOT/ITL/E2EL percentiles, goodput SLO measurement, prefix-cache workloads, air-gapped operation (HF_ENDPOINT, ModelScope, hf-mirror, offline cache). Methodology split — SLO health checks vs A/B change sweeps — plus pitfalls that produce misleading numbers (no warmup, wrong tokenizer, random-as-prod, `--request-rate inf` alone)..

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-benchmarking@git:20260915.d1977c4
Exact content
mdr add air-gapped/skills/vllm-benchmarking@sha256:2396b8f2644b770b

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_bfh7rkqxdi66cm2l.svg)](https://markdownregistry.com/a/art_bfh7rkqxdi66cm2l)

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Versions

versioncommittedcommitsizeaudit
git:20260915.d1977c4 latest2026-09-15 d1977c4 11,384 BA view · diff
git:20260811.02eea3a2026-08-11 02eea3a 11,721 BA view · diff
git:20260725.aef8f182026-07-25 aef8f18 11,386 BA view · diff
git:20260721.618717e2026-07-21 618717e 10,867 BA view · diff
git:20260529.f15a2a52026-05-29 f15a2a5 10,811 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 (11384 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_bfh7rkqxdi66cm2l
GET https://markdownregistry.com/api/v1/resolve?ref=air-gapped/skills/vllm-benchmarking
GET https://markdownregistry.com/api/v1/blob/2396b8f2644b770baf64214a94dc02a5365c9b04ee5da2f9dc57c592cc4125a4