development-desktop SKILL.md skillA

development-desktop from nebius/nebius-physical-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add nebius/nebius-physical-ai/development-desktop@git:20260923.f689ed1

Pins git:20260923.f689ed1 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/development-desktop/SKILL.md
Versions recorded
1
Latest version
git:20260923.f689ed1, committed Sep 23, 2026
Size
5,810 bytes
Repository stars
106
License
Apache-2.0

Set up and operate a persistent Ubuntu development desktop with VS Code and Codex through npa tools desktop, including readable Retina rendering and authenticated public HTTPS access.

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

# Development desktop

Use `npa tools desktop` for an operator's remote development environment.
Implementation belongs in `npa/src/npa/tools/desktop`, independently of Workbench.

1. Inventory the exact existing VM and its SSH access. Preserve its checkout,
   running applications, credentials, and unrelated services. The current
   installer supports Ubuntu AMD64 and requires passwordless sudo.
2. Run `npa tools desktop setup --ssh-host <alias> --dry-run --json`, then the
   same command without `--dry-run`. This installs XFCE, TigerVNC, the pinned
   noVNC viewer, full VS Code, and the Codex extension. Reuse existing VNC and
   keyring passwords. The desktop stays on loopback unless public access is
   explicitly requested.
3. Open with `npa tools desktop open --ssh-host <alias>`. Prefer one active
   viewer; old noVNC tabs can resize the shared desktop using CSS pixels and
   make Retina fonts look enormous. The viewer's **More space** control changes
   workspace scale while retaining lossless rendering and device-pixel density.
   `display --dpi 192` suits a Retina display; use 96 for standard density.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nebius/nebius-physical-ai/development-desktop@sha256:359594660f8f3abc

The line at the top of this page pins the label git:20260923.f689ed1, 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_375fe34f6waeieqz.svg)](https://markdownregistry.com/a/art_375fe34f6waeieqz)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 23, 2026.

versioncommittedcommitsizeaudit
git:20260923.f689ed1 latest2026-09-23 f689ed1 5,810 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (5810 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 · 106 stars · license Apache-2.0 · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_375fe34f6waeieqz
GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/development-desktop
GET https://markdownregistry.com/api/v1/blob/359594660f8f3abcd5302338eb64af7015f1e3ab22dffd6cee428681dbbcf4a3

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.

More from nebius/nebius-physical-ai

.cursorrules Cursor rule
nebius/nebius-physical-ai · .cursorrules
git:20260703.ce2e3a8 · audit A · 106 stars
AGENTS.md AGENTS.md file
nebius/nebius-physical-ai · AGENTS.md
git:20261106.20ba2be · audit A · 106 stars
CLAUDE.md CLAUDE.md file
nebius/nebius-physical-ai · CLAUDE.md
git:20261018.f0ea799 · audit A · 106 stars
DESIGN.md DESIGN.md file
nebius/nebius-physical-ai · DESIGN.md
git:20260906.525ee24 · audit A · 106 stars
access-approval SKILL.md skill
nebius/nebius-physical-ai · skills/atomic/access-approval/SKILL.md · Prepare, verify, and resume operator-owned Hugging Face or NVIDIA NGC access for exact NPA dependencies, including…
git:20260912.c87fdb2 · audit A · 106 stars
agent-development SKILL.md skill
nebius/nebius-physical-ai · skills/atomic/agent-development/SKILL.md · Use when building, enhancing, or testing the NPA chat agent backend — grounded-first routing, cost-aware Token Factory…
git:20261003.bd54c8c · audit A · 106 stars
agent-run-data-collection SKILL.md skill
nebius/nebius-physical-ai · skills/atomic/agent-run-data-collection/SKILL.md · Use when collecting NPA agent work for fine-tuning or evaluation so every goal-level episode emits a sanitized…
git:20260906.2f687b4 · audit A · 106 stars
agent-visual-feedback SKILL.md skill
nebius/nebius-physical-ai · skills/atomic/agent-visual-feedback/SKILL.md · Use when the NPA agent should describe or critique the current viewer (Rerun, video, image, or data) via the Describe…
git:20260906.4539e93 · audit A · 106 stars
architecture SKILL.md skill
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…
git:20260906.2f687b4 · audit A · 106 stars
audit-container-docs SKILL.md skill
nebius/nebius-physical-ai · skills/atomic/audit-container-docs/SKILL.md · Reconcile NPA container-image catalogs and related documentation whenever a workbench image or solution is added…
git:20260827.6716731 · audit A · 106 stars
build-and-push-image SKILL.md skill
nebius/nebius-physical-ai · skills/atomic/build-and-push-image/SKILL.md · Use when building, tagging, validating, or publishing NPA workbench container images through immutable full-SHA public…
git:20260906.2f687b4 · audit A · 106 stars
contributions SKILL.md skill
nebius/nebius-physical-ai · skills/atomic/contributions/SKILL.md · Write or review NPA contributions, including workbench agent changes, using the repository's readability…
git:20260907.370e595 · audit A · 106 stars

Every file in nebius/nebius-physical-ai

Browse by kind, by grade A, or by owner.