remote-gpu SKILL.md skillB
remote-gpu from broomva/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add broomva/skills/remote-gpu@git:20260628.9edbf07Pins git:20260628.9edbf07 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- broomva/skills
- Path
skills/compute/remote-gpu/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260628.9edbf07, committed Jun 28, 2026
- Size
- 6,835 bytes
- Repository stars
- 5
- License
- MIT
Orchestrate a headless GPU server (NUC, cloud VM, or any SSH-accessible machine) from a local Mac or workstation. Use when: (1) Running GPU workloads remotely (training, inference, video generation), (2) Triggering Claude Code sessions on a remote machine, (3) Launching autoany EGRI loops, symphony orchestrations, or training scripts on remote hardware, (4) Managing jobs on a headless GPU server (submit, monitor, cancel, download results), (5) Setting up SSH tunnels or API bridges to a GPU…
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
# Remote GPU Orchestrator Operate a headless GPU server from your Mac. Submit jobs (training, inference, agents), monitor progress, and retrieve results — all over SSH or HTTP API. ## Architecture ``` ┌─────────────────┐ SSH / HTTP API ┌──────────────────────┐ │ Mac (Control) │ ──────────────────────────▶ │ NUC / GPU Server │ │ │ │ │ │ - Claude Code │ Commands: │ - RTX 4090 (12GB) │ │ - This skill │ submit_job │ - gpu-server.py │ │ - gpu-remote.sh │ check_status │ - Job queue │ │ │ stream_logs │ - Claude Code │ │ │ download_results │ - autoany / symphony│ │ │ run_claude_session │ - LTX-2 / training │ └─────────────────┘ └──────────────────────┘ ``` ## Quick Setup ### 1. Configure SSH Access ```bash # On Mac — set up passwordless SSH to NUC ssh-keygen -t ed25519 -f ~/.ssh/nuc_gpu ssh-copy-id -i ~/.ssh/nuc_gpu.pub user@NUC_IP # Add to ~/.ssh/config …
Read the whole file at its exact version.
How to install
mdr add broomva/skills/remote-gpu@sha256:1e0d9ebe8ce3ec9aThe line at the top of this page pins the label git:20260628.9edbf07, 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_bo22j7owjhgr7wwz)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 28, 2026.
Audit of the latest version
- fail: No instruction to read or print local credentials (matched: cat >> ~/.ssh)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6835 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 base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
broomva/skills · 5 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bo22j7owjhgr7wwz GET https://markdownregistry.com/api/v1/resolve?ref=broomva/skills/remote-gpu GET https://markdownregistry.com/api/v1/blob/1e0d9ebe8ce3ec9ae43f85083bfee8216e7126f3326ce898ac5dd2a72a7f82a4
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.