CLAUDE.mdA

CLAUDE.md from nebius/nebius-physical-ai is a CLAUDE.md file: the standing instructions Claude Code reads in that repo.

Install it, pinned
mdr add nebius/nebius-physical-ai/CLAUDE.md@git:20261018.f0ea799

Pins git:20261018.f0ea799 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
CLAUDE.md file
Repository
nebius/nebius-physical-ai
Path
CLAUDE.md
Versions recorded
14
Latest version
git:20261018.f0ea799, committed Oct 18, 2026
First version recorded
Aug 19, 2026
Size
13,252 bytes
Repository stars
45
License
Apache-2.0

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

# Nebius Physical AI

Nebius Physical AI is the workbench and workflow layer for running robotics, simulation, perception, and synthetic-data workloads on Nebius infrastructure. The repo centers on the `npa` CLI/SDK, containerized workbench tools, and SkyPilot workflows that compose those tools through S3 artifacts. The current product shape is a tool marketplace that customers can adapt without hardcoding project-specific infrastructure.

Claude Code should treat this file as a lightweight index. Scan
`skills/index.yaml` first, then load the relevant root `skills/` entry before
making architecture, review, or domain judgments.

## Skill Index

- `skills/tools/marble/SKILL.md`: hosted Marble acquisition, CUDA camera datasets
  and spatial scans, and native workflows with factual interactive HTML reports.

- `skills/index.yaml`: root manifest with name, when-to-use, path, and CI smoke
  expectations.
- `skills/atomic/architecture/SKILL.md`: platform architecture and validation
 state.
- `skills/workflows/first-run-setup/SKILL.md`: zero to a first verified result on
 a fresh machine or new project — an ordered, gated path (install → configure →
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nebius/nebius-physical-ai/CLAUDE.md@sha256:a32581c9cf58630d

The line at the top of this page pins the label git:20261018.f0ea799, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_qgsuz4jenx2ihij3.svg)](https://markdownregistry.com/a/art_qgsuz4jenx2ihij3)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 14 versions of this file, between Aug 19, 2026 and Oct 18, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
git:20261018.f0ea799 latest2026-10-18 f0ea799 13,252 BA view · diff
git:20261012.7c2d2fd2026-10-12 7c2d2fd 13,282 BA view · diff
git:20261011.7c8a67e2026-10-11 7c8a67e 13,053 BA view · diff
git:20261010.bc671552026-10-10 bc67155 12,872 BA view · diff
git:20261003.15b0b112026-10-03 15b0b11 12,708 BA view · diff
git:20260924.c2142d92026-09-24 c2142d9 12,429 BA view · diff
git:20260923.a19a16e2026-09-23 a19a16e 12,289 BA view · diff
git:20260920.e4d7a2a2026-09-20 e4d7a2a 12,549 BA view · diff
git:20260918.0b81b5e2026-09-18 0b81b5e 12,148 BA view · diff
git:20260905.01435352026-09-05 0143535 11,993 BA view · diff
git:20260904.e8ba9592026-09-04 e8ba959 11,929 BA view · diff
git:20260827.67167312026-08-27 6716731 11,669 BA view · diff
git:20260819.307f3be2026-08-19 307f3be 11,438 BA view · diff
git:20260819.47e5c702026-08-19 47e5c70 11,135 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (13252 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 · 45 stars · license Apache-2.0 · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qgsuz4jenx2ihij3
GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/CLAUDE.md
GET https://markdownregistry.com/api/v1/blob/a32581c9cf58630d77213e30a7790dca10eb81beafc69a6bda980d2dc9eb7a3f

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: what a CLAUDE.md file is · keeping AGENTS.md and CLAUDE.md in sync · which agent file does what.

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nebius/nebius-physical-ai · skills/atomic/architecture/SKILL.md · Use for Claude Code architectural review of the Nebius Physical AI platform, workbench layer, orchestrator choices, and…
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build-and-push-image SKILL.md skill
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