amd-agi/hyperloom · src/hyperloom/agents/quantization/SKILL.md

quantization-agent skillA

quantization-agent is agent-read markdown (skill) from amd-agi/hyperloom: Hyperloom sub-agent that drives the AMD Quark PTQ skill chain end-to-end from a natural-language prompt. Produces a HuggingFace-format quantized model directory plus a structured assessment of every artifact that the Quark workflow + validator + llm-eval skills emit. Single public entry: `quantize_via_prompt(prompt, *, workspace, quark_root=None, interactive=None, acceptable_eval_gap=None, max_requantize_attempts=1)`..

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/quantization-agent@git:20260904.a64d24c
Exact content
mdr add amd-agi/hyperloom/quantization-agent@sha256:222ea685ab685db1

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_hhm4ijd2fwon5prg.svg)](https://markdownregistry.com/a/art_hhm4ijd2fwon5prg)

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Versions

versioncommittedcommitsizeaudit
git:20260904.a64d24c latest2026-09-04 a64d24c 16,661 BA view · diff
git:20260715.3c08dba2026-07-15 3c08dba 14,874 BA view · diff
git:20260708.14bc9cd2026-07-08 14bc9cd 14,872 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 (16661 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

amd-agi/hyperloom · 192 stars · license NOASSERTION · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hhm4ijd2fwon5prg
GET https://markdownregistry.com/api/v1/resolve?ref=amd-agi/hyperloom/quantization-agent
GET https://markdownregistry.com/api/v1/blob/222ea685ab685db15854a9650f36b1e1923fa3c0e0193c41a76e537a7d97d632

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