remote-run SKILL.md skillA
remote-run from naivlab/run-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add naivlab/run-skills/remote-run@git:20261107.62b1331Pins git:20261107.62b1331 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- naivlab/run-skills
- Path
skills/remote-run/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261107.62b1331, committed Nov 7, 2026
- First version recorded
- Nov 5, 2026
- Size
- 18,266 bytes
- Repository stars
- 4
- License
- MIT
Run, submit, launch, monitor, stop or cancel code on the user's Slurm clusters (project .hpc.conf) and GPU workstations without a scheduler (project .ws.conf) listed in references/INDEX.md. Rsyncs the project to its remote dir, bootstraps a contained uv or conda env, checks free GPUs on every target when the user leaves the placement open, then submits an availability-checked sbatch job or launches a detached nohup run on the idlest free GPUs, with every cache and output kept inside the…
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
# Run a project on a Slurm cluster or a GPU workstation — pick the target, read its reference, drive it with rsk ## 1. Pick the target Read `references/INDEX.md` **now**. Its line 1 is `root: <dir>` — the installed harness dir, `$ROOT` below. The table lists every registered target with its kind — `slurm` (a cluster) or `nohup` (a GPU workstation, no scheduler) — ssh host, GPUs, default partition / GPU type, walltime cap, description and its reference file. Pick the target from the user's words (its name or trigger words). For a new launch whose placement they did not fix (only a range like "an H200" / "4 GPUs" / "a free box", or nothing), run `rsk avail` (= `$ROOT/bin/run-avail`) first and place by what is free now (INDEX Routing: Placement) — a cluster may fit better than a box, or the reverse; `DEFAULT_CLUSTER` in `.hpc.conf` / `DEFAULT_STATION` in `.ws.conf` is preferred when it can start the job. **Then read exactly that target's reference file** (the path in its table row): partitions or GPUs, caps, storage model, gotchas, and a card of its values. A summary of a file is not the file: once your context was summarized, re-read the reference (every path in the row; the …
Read the whole file at its exact version.
How to install
mdr add naivlab/run-skills/remote-run@sha256:37f9cbfb26cfa209The line at the top of this page pins the label git:20261107.62b1331, 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_vc4ox6ddmrmn4hqj)
0 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Nov 5, 2026 and Nov 7, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261107.62b1331 latest | 2026-11-07 | 62b1331 | 18,266 B | A | view · diff |
| git:20261105.948486c | 2026-11-05 | 948486c | 17,653 B | A | view · diff |
| git:20261105.ab08dee | 2026-11-05 | ab08dee | 17,281 B | A | view · diff |
| git:20261105.9049035 | 2026-11-05 | 9049035 | 16,767 B | A | view · diff |
| git:20261105.2ea37db | 2026-11-05 | 2ea37db | 16,152 B | A | view |
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 (18266 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
naivlab/run-skills · 4 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vc4ox6ddmrmn4hqj GET https://markdownregistry.com/api/v1/resolve?ref=naivlab/run-skills/remote-run GET https://markdownregistry.com/api/v1/blob/37f9cbfb26cfa2093dcc2c6eab27eb5fbd85ca0f6495b4dfda389f3dc5975999
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.