AGENTS.mdA

AGENTS.md from nebius/nebius-physical-ai is an AGENTS.md file: the standing instructions coding agents read in that repo.

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

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

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
nebius/nebius-physical-ai
Path
AGENTS.md
Versions recorded
21
Latest version
git:20261018.f0ea799, committed Oct 18, 2026
First version recorded
Aug 22, 2026
Size
15,368 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 provides containerized workbench tools and SkyPilot workflows for robotics, simulation, perception, and synthetic-data workloads on Nebius infrastructure. Codex should use this file as a lightweight index, scan `skills/index.yaml`, and load the relevant root `skills/` entry before changing behavior or operations.

## Key Conventions

- Use `npa/.venv/bin/python`; never use bare `python` for repo validation.
- Use `RELAXED_DIRTY_TREE_MODE`: dirty files outside the run's target paths are not blockers.
- Do not add time, cost, or job-count limits unless the operator explicitly asks for them.

## Codex Skills

The source of truth is `skills/index.yaml`. The tree is organized as:

- `skills/workflows/`: workflow-level procedures such as sim-to-real, policy training, Cosmos3 inference, and reference SkyPilot workflows.
- `skills/atomic/`: reusable actions and review conventions such as GPU selection, workflow submission, testing conventions, image build/push, Cosmos3 setup/troubleshooting, and agent visual feedback (Describe this).
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nebius/nebius-physical-ai/AGENTS.md@sha256:e1a61122e6556afe

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_x6cr4l5rzp4pjkdt.svg)](https://markdownregistry.com/a/art_x6cr4l5rzp4pjkdt)

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

Versions

The registry has recorded 21 versions of this file, between Aug 22, 2026 and Oct 18, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
git:20261018.f0ea799 latest2026-10-18 f0ea799 15,368 BA view · diff
git:20261012.f3313102026-10-12 f331310 15,389 BA view · diff
git:20261012.7c2d2fd2026-10-12 7c2d2fd 15,211 BA view · diff
git:20261011.7c8a67e2026-10-11 7c8a67e 14,984 BA view · diff
git:20261010.bc671552026-10-10 bc67155 14,748 BA view · diff
git:20261003.15b0b112026-10-03 15b0b11 14,586 BA view · diff
git:20260924.c2142d92026-09-24 c2142d9 14,294 BA view · diff
git:20260923.a19a16e2026-09-23 a19a16e 14,155 BA view · diff
git:20260923.3c7ccb62026-09-23 3c7ccb6 14,411 BA view · diff
git:20260920.e4d7a2a2026-09-20 e4d7a2a 14,226 BA view · diff
git:20260918.0b81b5e2026-09-18 0b81b5e 13,873 BA view · diff
git:20260915.d743f182026-09-15 d743f18 13,686 BA view · diff
git:20260912.c87fdb22026-09-12 c87fdb2 13,229 BA view · diff
git:20260909.3f06aa72026-09-09 3f06aa7 12,337 BA view · diff
git:20260907.370e5952026-09-07 370e595 12,141 BA view · diff
git:20260907.402138a2026-09-07 402138a 11,963 BA view · diff
git:20260905.01435352026-09-05 0143535 11,974 BA view · diff
git:20260904.7acb45c2026-09-04 7acb45c 11,914 BA view · diff
git:20260904.e8ba9592026-09-04 e8ba959 11,685 BA view · diff
git:20260827.67167312026-08-27 6716731 11,429 BA view · diff
git:20260822.84531b92026-08-22 84531b9 11,207 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 (15368 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_x6cr4l5rzp4pjkdt
GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/e1a61122e6556afe556b21edafda190db4c55a4b90d5d963ee95821572544b15

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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

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