contributions SKILL.md skillA

contributions 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/contributions@git:20260907.370e595

Pins git:20260907.370e595 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/atomic/contributions/SKILL.md
Versions recorded
1
Latest version
git:20260907.370e595, committed Sep 7, 2026
Size
3,497 bytes
Repository stars
98
License
Apache-2.0

Write or review NPA contributions, including workbench agent changes, using the repository's readability, documentation, and anti-pattern rules.

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

# Contributions

Apply these rules to new and changed code when implementing or reviewing an NPA
contribution. Keep the change scoped to the requested behavior; existing
violations elsewhere are not a reason for a repository-wide rewrite.

Read `AGENTS.md`, applicable nested instructions, and `CONTRIBUTING.md` before
editing. Use `skills/index.yaml` to load the relevant tool or workflow skill.
This skill defines contribution quality; it does not authorize unrelated
operations or publication.

## Readability and code style

- Keep functions under 40 lines. Extract named helpers when a function would
  reach 40 lines or more.
- Name things after domain concepts, not types: `retryBudget`, not `intValue2`.
  Follow the language's existing casing convention, such as `retry_budget` in
  Python.
- Avoid clever one-liners. Prefer three obvious statements over one dense
  expression.
- Do not abbreviate names except for widely known terms such as `id`, `url`,
  and `http`.
- Comments explain why, never what. Delete comments that restate the code.
- Prefer early returns over nested conditionals. Keep nesting depth at most 3.

## Documentation
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nebius/nebius-physical-ai/contributions@sha256:c5df394174d7ec52

The line at the top of this page pins the label git:20260907.370e595, 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_7gx7qgkppfzxkio2.svg)](https://markdownregistry.com/a/art_7gx7qgkppfzxkio2)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 7, 2026.

versioncommittedcommitsizeaudit
git:20260907.370e595 latest2026-09-07 370e595 3,497 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 (3497 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 · 98 stars · license Apache-2.0 · pushed 2026-10-31 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7gx7qgkppfzxkio2
GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/contributions
GET https://markdownregistry.com/api/v1/blob/c5df394174d7ec523615384419c4337e81407c7bf9f37dfdff1a29ae5b11d094

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.

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Every file in nebius/nebius-physical-ai

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