soulmachine/skills · llm-inference-benchmark/SKILL.md

llm-inference-benchmark skillA

llm-inference-benchmark is agent-read markdown (skill) from soulmachine/skills: Benchmark OpenAI-compatible LLM inference servers (vLLM, SGLang, or anything serving /v1/completions; local, cross-host via TARGET_HOST=<peer LAN IP>, or behind a TLS+Bearer proxy via --base-url + OPENAI_API_KEY) with sglang.bench_serving run as a standalone dockerized client — one engine-agnostic script (scripts/bench_sweep.sh), default sweep c1→c128 uncapped, sustained-load grid (uniform prompts-per-concurrency), self-describing PROVENANCE log headers — collecting TTFT, TPOT, ITL, and input/ou.

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 soulmachine/skills/llm-inference-benchmark@git:20260613.d71ed01
Exact content
mdr add soulmachine/skills/llm-inference-benchmark@sha256:eb70efe6e7bf94c3

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_tebjvpikqjwoyy6t.svg)](https://markdownregistry.com/a/art_tebjvpikqjwoyy6t)

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Versions

versioncommittedcommitsizeaudit
git:20260613.d71ed01 latest2026-06-13 d71ed01 11,214 BA view · diff
git:20260612.204f18b2026-06-12 204f18b 5,733 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 (11214 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

soulmachine/skills · 3 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tebjvpikqjwoyy6t
GET https://markdownregistry.com/api/v1/resolve?ref=soulmachine/skills/llm-inference-benchmark
GET https://markdownregistry.com/api/v1/blob/eb70efe6e7bf94c31931ab134120208450ac5fce0bbaa6bdca40559ca184d88d

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