nebius/nebius-physical-ai · skills/workflows/physical-ai-data-factory/SKILL.md

physical-ai-data-factory skillA

physical-ai-data-factory is agent-read markdown (skill) from nebius/nebius-physical-ai: Use when authoring, running, submitting, or viewing the NVIDIA Physical AI Data Factory blueprint on Nebius + SkyPilot (no OSMO) — annotate → Cosmos Transfer augment → Cosmos Evaluator gate → re-label → Cosmos Curator + FiftyOne curate → Rerun visualize — implemented as an npa.workflow that composes existing workbench tools..

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/physical-ai-data-factory@git:20260906.7e3c7e8
Exact content
mdr add nebius/nebius-physical-ai/physical-ai-data-factory@sha256:ecb5e832c3464f91

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_vscgxnjtyomtwmcu.svg)](https://markdownregistry.com/a/art_vscgxnjtyomtwmcu)

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Versions

versioncommittedcommitsizeaudit
git:20260906.7e3c7e8 latest2026-09-06 7e3c7e8 40,313 BA view · diff
git:20260906.525ee242026-09-06 525ee24 38,381 BA view · diff
git:20260906.4539e932026-09-06 4539e93 38,421 BA view · diff
git:20260820.74faf732026-08-20 74faf73 38,439 BA view · diff
git:20260818.c836fa32026-08-18 c836fa3 34,924 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 (40313 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 · 27 stars · license Apache-2.0 · pushed 2026-09-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vscgxnjtyomtwmcu
GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/physical-ai-data-factory
GET https://markdownregistry.com/api/v1/blob/ecb5e832c3464f9108f3bcd07d584367fe9b67fe0d7aeabb0b8604493c933a97