nebius/nebius-physical-ai · skills/atomic/real-components/SKILL.md

real-components skillA

real-components is agent-read markdown (skill) from nebius/nebius-physical-ai: Use when authoring or reviewing an NPA workbench pipeline/blueprint that advertises specific components (Cosmos Transfer, Cosmos Evaluator, Cosmos Curator, FiftyOne, VLM eval, etc.) — ensure every advertised stage invokes the REAL component, not an echo/manifest stub masquerading as real work..

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/real-components@git:20260813.a1cc4ea
Exact content
mdr add nebius/nebius-physical-ai/real-components@sha256:ebe373aa7aaf0977

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_3eniete2p4ythtkv.svg)](https://markdownregistry.com/a/art_3eniete2p4ythtkv)

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Versions

versioncommittedcommitsizeaudit
git:20260813.a1cc4ea latest2026-08-13 a1cc4ea 5,017 BA view · diff
git:20260804.fb8aaef2026-08-04 fb8aaef 5,093 BA view · diff
git:20260802.a2d15a52026-08-02 a2d15a5 4,690 BA view · diff
git:20260726.d129ee92026-07-26 d129ee9 3,044 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

nebius/nebius-physical-ai · 27 stars · license Apache-2.0 · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3eniete2p4ythtkv
GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/real-components
GET https://markdownregistry.com/api/v1/blob/ebe373aa7aaf097726237e5f91080bc169fe03ce6b1c4d1264bd3615b7628972