cosmos-data-factory-setup SKILL.md skillA
cosmos-data-factory-setup from nebius/nebius-physical-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nebius/nebius-physical-ai/cosmos-data-factory-setup@git:20261012.f331310Pins git:20261012.f331310 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/cosmos-data-factory/cosmos-data-factory-setup/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261012.f331310, committed Oct 12, 2026
- Size
- 3,055 bytes
- Repository stars
- 106
- License
- Apache-2.0
Prepare the shared NPA runtime, storage, credentials, and private compatibility images for Cosmos Data Factory IAA or EVG workflows on Nebius and SkyPilot.
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
# Cosmos Data Factory setup Read [the shared runbook](../../../workflows/cosmos-data-factory/README.md) before choosing input, image, or GPU settings, then load the IAA or EVG skill. NVIDIA's reference is Airflow on Kubernetes. NPA translates its DAGs into `npa.workflow/v0.0.1`; upstream Helm values, Kubernetes manifests, Airflow API calls, and payload JSON are not NPA workflow specs. Pinned augmentation templates and label configs are consumed through the real adapters. For authoring or review, validate and plan locally, leaving unavailable runtime prerequisites unverified. For a requested run, resolve the authorized project, exact context, staged S3 input, output bucket, and immutable private digests from the current task/configuration. Reuse already supplied values; ask only for missing required choices. Example storage and zero digests are placeholders. IAA/EVG have no automatic demo dataset. Setup does not imply permission to submit, publish images, or destroy infrastructure. Check S3, Token Factory, HF, NGC, and Nebius authentication and the selected `paidf-iaa`/`paidf-evg` plus labeling access capabilities before allocating GPUs. …
Read the whole file at its exact version.
How to install
mdr add nebius/nebius-physical-ai/cosmos-data-factory-setup@sha256:b11e25a95f79956bThe line at the top of this page pins the label git:20261012.f331310, 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.
[](https://markdownregistry.com/a/art_stfs7r3iarsu6d3s)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 12, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3055 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
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_stfs7r3iarsu6d3s GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/cosmos-data-factory-setup GET https://markdownregistry.com/api/v1/blob/b11e25a95f79956b7bb23fd303cf5ff2afbc5b18cbc2c848916d92bb39c56ba8
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.