asus-esc8000-gpu-bios-tuning SKILL.md skillA

asus-esc8000-gpu-bios-tuning from soulmachine/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add soulmachine/skills/asus-esc8000-gpu-bios-tuning@git:20260610.1c5c032

Pins git:20260610.1c5c032 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
soulmachine/skills
Path
asus-esc8000-gpu-bios-tuning/SKILL.md
Versions recorded
1
Latest version
git:20260610.1c5c032, committed Jun 10, 2026
Size
3,372 bytes
Repository stars
3
License
MIT

Apply a low-latency GPU-serving + VM-passthrough BIOS profile to ASUS ESC8000-E12P (ASMB12/AMI-BMC, Xeon 6/GNR) servers over Redfish — diff current settings, stage, reboot, verify. Use when asked to optimize/tune BIOS for GPU inference/serving, set performance power profile, enable Resize BAR / SR-IOV / disable SNC, or replicate one server's BIOS config onto another ESC8000.

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

# ASUS ESC8000 GPU-Serving BIOS Tuning

Applies a 10-setting low-latency profile + verifies a 4-setting passthrough baseline, over
Redfish. Validated on ESC8000-E12P (8× RTX PRO 6000 Blackwell, 2× Xeon 6730P, BIOS 0804).
Settings are reversible until you reboot; the tool is **dry-run by default**.

## Quick start

```bash
export BMC_PASSWORD='...'
# 1. Dry-run: show what would change on the target (no writes)
python3 scripts/tune_gpu_bios.py --target <BMC_IP>

# 2. Stage only (reversible, no reboot) — settings pending until next boot
python3 scripts/tune_gpu_bios.py --target <BMC_IP> --apply

# 3. Stage + reboot + verify active (the full apply)
python3 scripts/tune_gpu_bios.py --target <BMC_IP> --apply --reboot
```

## Two source modes (pick one)

- **Profile** (default): targets come from `scripts/gpu_serving_profile.json` (token strings
  validated on BIOS 0804 / registry `S0317.8.4.0`).
- **Template** (most robust): copy the live values from an already-tuned reference server —
  immune to BIOS-version token drift:
  ```bash
  python3 scripts/tune_gpu_bios.py --target <new_BMC_IP> --from-host <tuned_BMC_IP> --apply --reboot
  ```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add soulmachine/skills/asus-esc8000-gpu-bios-tuning@sha256:445ec12fe99bd6fe

The line at the top of this page pins the label git:20260610.1c5c032, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_6p7zhedy4kh3tfo7.svg)](https://markdownregistry.com/a/art_6p7zhedy4kh3tfo7)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jun 10, 2026.

versioncommittedcommitsizeaudit
git:20260610.1c5c032 latest2026-06-10 1c5c032 3,372 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (3372 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 2026-10-31 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6p7zhedy4kh3tfo7
GET https://markdownregistry.com/api/v1/resolve?ref=soulmachine/skills/asus-esc8000-gpu-bios-tuning
GET https://markdownregistry.com/api/v1/blob/445ec12fe99bd6fe3a4ab8fc69c498976570ea722555e6b6397049656ec37acb

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.

More from soulmachine/skills

affix-domains SKILL.md skill
soulmachine/skills · affix-domains/SKILL.md · Attach popular brand prefixes/suffixes to a seed word and check availability against the authoritative registry. Starts…
git:20261029.baac713 · audit A · 3 stars
apple-design SKILL.md skill
soulmachine/skills · apple-design/SKILL.md · Apple's Human Interface Guidelines and design resources, offline — 158 HIG pages pulled from developer.apple.com plus…
git:20260914.bc7bc52 · audit A · 3 stars
apwcli-pair SKILL.md skill
soulmachine/skills · apwcli-pair/SKILL.md · Pair apwcli's daemon with Apple Passwords (iCloud Keychain) with nobody at the screen, by reading the macOS 6-digit PIN…
git:20261028.04769e1 · audit A · 3 stars
ask-always-on-agent SKILL.md skill
soulmachine/skills · ask-always-on-agent/SKILL.md · Reach Frank on his phone through an always-on paseo agent (coding-agent or personal-agent). Use when a question to the…
git:20261028.496311f · audit A · 3 stars
asus-esc8000-firmware-upgrade SKILL.md skill
soulmachine/skills · asus-esc8000-firmware-upgrade/SKILL.md · Check and upgrade BMC firmware and BIOS on ASUS ESC8000-E12P (and similar ASMB12/AST2600 AMI-BMC ASUS servers) via…
git:20260610.1c5c032 · audit A · 3 stars
build-stealth-rustdesk SKILL.md skill
soulmachine/skills · build-stealth-rustdesk/SKILL.md · Build a patched, fully-stealth RustDesk.app from source on Apple Silicon, from a maintained private fork — no menu-bar…
git:20260704.dc1d638 · audit A · 3 stars
chrome-cdp-setup SKILL.md skill
soulmachine/skills · chrome-cdp-setup/SKILL.md · Set up Google Chrome on macOS to always launch with the Chrome DevTools Protocol enabled (127.0.0.1:9222) via a Dock…
git:20260918.efaa428 · audit B · 3 stars
cua-macos-lume-sandbox SKILL.md skill
soulmachine/skills · cua-macos-lume-sandbox/SKILL.md · Provision a macOS VM as a cua computer-use sandbox with lume on Apple Silicon — pull or APFS-clone an image, size it…
git:20260818.9955768 · audit A · 3 stars
deploy-kimi-k26-on-rtx-pro-6000 SKILL.md skill
soulmachine/skills · deploy-kimi-k26-on-rtx-pro-6000/SKILL.md · Deploy and serve Moonshot Kimi-K2.6 (1T MoE, MLA, 256K context, vision) in a user-chosen quantization — official INT4…
git:20260615.d2529b6 · audit A · 3 stars
deploy-kimi-k3-on-rtx-pro-6000 SKILL.md skill
soulmachine/skills · deploy-kimi-k3-on-rtx-pro-6000/SKILL.md · Deploy and serve Moonshot Kimi-K3 (2.8T MoE, hybrid KDA+MLA attention, native vision via MoonViT-3d) from Unsloth's…
git:20260907.758eb45 · audit A · 3 stars
deploy-stealth-rustdesk SKILL.md skill
soulmachine/skills · deploy-stealth-rustdesk/SKILL.md · Deploy a prebuilt stealth-patched RustDesk.app as an unattended macOS LaunchAgent service — no Dock icon, no menu-bar…
git:20260704.dc1d638 · audit A · 3 stars
ghostty-terminfo SKILL.md skill
soulmachine/skills · ghostty-terminfo/SKILL.md · Use when SSHing to a remote host from Ghostty terminal and encountering terminfo errors, missing colors, broken key…
git:20261010.bcafdea · audit A · 3 stars

Every file in soulmachine/skills

Browse by kind, by grade A, or by owner.