soperator SKILL.md skillA
soperator from nebius/nebius-physical-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nebius/nebius-physical-ai/soperator@git:20261029.99ffab4Pins git:20261029.99ffab4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nebius/nebius-physical-ai
- Path
skills/tools/soperator/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261029.99ffab4, committed Oct 29, 2026
- First version recorded
- Jul 5, 2026
- Size
- 15,291 bytes
- Repository stars
- 106
- License
- Apache-2.0
Use to deploy or operate a Nebius soperator (Slurm-on-Kubernetes) cluster from npa — the npa.soperator/v0.0.1 spec, multi-preset worker pools, per-pool Docker/Enroot image cache, quota preflight, and post-deploy fixes.
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
# Soperator (Slurm-on-Kubernetes) ## When To Use Use when a customer wants a managed **Slurm** cluster on Nebius (foundation-model pretraining, large eval sweeps, HPC batch) instead of, or alongside, SkyPilot — and wants npa to drive it. `npa soperator deploy` wraps the public `nebius/nebius-solutions-library` soperator Terraform recipe from a compact declarative spec, so customers get a working Slurm cluster without hand-editing the recipe's large tfvars. Three-tier contract: - **CLI**: `npa soperator plan|deploy --spec <cluster.yaml>`, `npa soperator status --name <n>`, `npa soperator destroy --name <n>`. - **SDK**: `npa.sdk.soperator.plan(spec)` / `deploy(spec)` / `destroy(name)` with `SoperatorSpec` / `WorkerPoolSpec`. - **YAML / agent**: `apiVersion: npa.soperator/v0.0.1` spec; workflow `toolRef: infra.soperator.deploy`. - **Fleet**: `npa.fleet/v0.0.1` targets may select `backend: soperator` and embed this same spec under `soperator:`. Standalone, SDK, and fleet call the same backend lifecycle; fleet remains responsible for identity, selection, concurrency, inventory, and shared-network ownership. …
Read the whole file at its exact version.
How to install
mdr add nebius/nebius-physical-ai/soperator@sha256:bbd5d13c849953f7The line at the top of this page pins the label git:20261029.99ffab4, 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_pfdi7aeoj3ujk4p7)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 5, 2026 and Oct 29, 2026, about one every 29 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261029.99ffab4 latest | 2026-10-29 | 99ffab4 | 15,291 B | A | view · diff |
| git:20261002.0c94af4 | 2026-10-02 | 0c94af4 | 14,696 B | A | view · diff |
| git:20260818.a2bc8f9 | 2026-08-18 | a2bc8f9 | 14,090 B | A | view · diff |
| git:20260815.08c335a | 2026-08-15 | 08c335a | 13,503 B | A | view · diff |
| git:20260705.df2a894 | 2026-07-05 | df2a894 | 4,887 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 (15291 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
nebius/nebius-physical-ai · 106 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pfdi7aeoj3ujk4p7 GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/soperator GET https://markdownregistry.com/api/v1/blob/bbd5d13c849953f7dec337614fe02ba78e931dc0882c79442efb491480ca3ff3
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.