serving-playbook SKILL.md skillA
serving-playbook from amd-agi/hyperloom is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add amd-agi/hyperloom/serving-playbook@git:20261105.0d95dc2Pins git:20261105.0d95dc2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- amd-agi/hyperloom
- Path
src/hyperloom_arbor/.claude/skills/serving-playbook/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261105.0d95dc2, committed Nov 5, 2026
- Size
- 3,591 bytes
- Repository stars
- 262
- License
- a license file GitHub does not identify
The rules that hold for serving changes on AMD GPUs (price on this node, prove each arm differed, judge a policy at more than one operating point, numerics changes need the accuracy gate, bundles go in as one change) and knobs.json, the knob catalog Arbor's harness reads. Use before a knob search, when a change shows no effect, or when a change may alter outputs.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Serving playbook: rules and the knob catalog This copy of the playbook holds its rules and its knob catalog. The upstream skill's reference pages (big directions, regime tables, the AMD knob reference, numerics knobs, the image manifest) are not carried here. A file that names one of them keeps the name; the page is not in this copy. ## The knob catalog: `knobs.json` The harness reads it (`arbor/knobs.py`): - **`knobs`:** every AMD env var or server flag it records, with its framework, and two marks: - **`numerics`:** a change to this knob can alter outputs, so it calls for the accuracy gate before a KEEP; - **`op_dependent`:** its effect flips with the operating point, so a dead end on it holds at that point only. - **`bundles`:** documented sets of settings that pay only together. A declared `BUNDLE:` is gated as one change. - **`source`:** the reference page and section the entry was taken from. Neither is carried in this copy; they name the origin for whoever has them. ## Rules that hold for every serving change - **Price every direction on this node.** A gain reported elsewhere was measured on another model, GPU, image or …
Read the whole file at its exact version.
How to install
mdr add amd-agi/hyperloom/serving-playbook@sha256:fe7b19e1cb678f2fThe line at the top of this page pins the label git:20261105.0d95dc2, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_rjm3wuwxq6nn6ne7)
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Versions
The registry has recorded 1 version of this file, committed on Nov 5, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3591 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
amd-agi/hyperloom · 262 stars · license a license file GitHub does not identify · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rjm3wuwxq6nn6ne7 GET https://markdownregistry.com/api/v1/resolve?ref=amd-agi/hyperloom/serving-playbook GET https://markdownregistry.com/api/v1/blob/fe7b19e1cb678f2ffb6b0650458cd9de3706caf5cecdff7e4f3c898340cc2653
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.