nebius/nebius-physical-ai · skills/tools/ray-workbench/SKILL.md

ray-workbench skillA

ray-workbench is agent-read markdown (skill) from nebius/nebius-physical-ai: Choose and operate the supported Ray paths in Nebius Physical AI: native Jobs/Core development, guarded Train V2, Cosmos3 native Serve, or Fleet KubeRay..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add nebius/nebius-physical-ai/ray-workbench@git:20260909.3f06aa7
Exact content
mdr add nebius/nebius-physical-ai/ray-workbench@sha256:d713521ec284db7b

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_g3zhdq6anrq5bgup.svg)](https://markdownregistry.com/a/art_g3zhdq6anrq5bgup)

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Versions

versioncommittedcommitsizeaudit
git:20260909.3f06aa7 latest2026-09-09 3f06aa7 3,133 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (3133 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

nebius/nebius-physical-ai · 28 stars · license Apache-2.0 · pushed 2026-09-10 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_g3zhdq6anrq5bgup
GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/ray-workbench
GET https://markdownregistry.com/api/v1/blob/d713521ec284db7b4b867004be404651607053918bf14eed3388e8b089f3ec3a