amd-agi/hyperloom · src/hyperloom/inference_optimizer/SKILL.md

inference_optimizer skillB

inference_optimizer is agent-read markdown (skill) from amd-agi/hyperloom: Launches and monitors Hyperloom's multi-agent inference optimizer for LLM serving on AMD GPUs. Use when the user asks to optimize an inference model, run Magpie benchmarks/profiles, resume an inference_optimizer session, tune SGLang/vLLM serving parameters, run TraceLens/kernel-agent, or validate end-to-end throughput gains in a new inference environment..

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 amd-agi/hyperloom/inference_optimizer@git:20260909.d0b16f7
Exact content
mdr add amd-agi/hyperloom/inference_optimizer@sha256:5f13f4a1eb6734f5

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_y3pwsnfmpk5l2hc5.svg)](https://markdownregistry.com/a/art_y3pwsnfmpk5l2hc5)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260909.d0b16f7 latest2026-09-09 d0b16f7 77,714 BB view · diff
git:20260909.f7058552026-09-09 f705855 77,743 BB view · diff
git:20260909.cbcd5402026-09-09 cbcd540 77,740 BB view · diff
git:20260909.0a8edb12026-09-09 0a8edb1 77,468 BB view · diff
git:20260903.e191faf2026-09-03 e191faf 77,362 BB view

Audit of the latest version

B  16 of 17 checks passed. Deterministic, no model, same answer every run.
  • fail: No recursive delete of root, home or parent (matched: rm -rf ~/)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (77714 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 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

amd-agi/hyperloom · 180 stars · license NOASSERTION · pushed 2026-09-10 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_y3pwsnfmpk5l2hc5
GET https://markdownregistry.com/api/v1/resolve?ref=amd-agi/hyperloom/inference_optimizer
GET https://markdownregistry.com/api/v1/blob/5f13f4a1eb6734f5c7c0f28895645a0c66b81c4482b819b8b9bead1a9a4766da