cosmos-data-factory SKILL.md skillA
cosmos-data-factory 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@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
workflows/cosmos-data-factory/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261012.f331310, committed Oct 12, 2026
- Size
- 2,658 bytes
- Repository stars
- 106
- License
- Apache-2.0
Work on the separate Early Access IAA and EVG NPA workflows in workflows/cosmos-data-factory, choosing task-appropriate seeds and reviewing their generated media and labels.
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 IAA and EVG Keep CDF-specific work in this directory. Leave `workflows/main/paidf-cosmos3.yaml` in place. This package adapts NVIDIA's IAA/EVG reference implementation to the existing NPA CLI and SkyPilot runtime; the [README](README.md) records the pinned source and orchestration mapping. For robotics requests, use the README's [task-fit and reuse map](README.md#robotics-fit-and-reuse). Reuse the existing main PAIDF/VDA path for robot-video augmentation and existing LeRobot/Sim2Real tools for training/evaluation. IAA supports human-appearance perception; EVG supports generated-event perception. Do not duplicate those existing graphs or treat a physical-AI label as proof of robot-policy usefulness. Load [shared setup](../../skills/cosmos-data-factory/cosmos-data-factory-setup/SKILL.md), then the matching workflow skill: - **IAA:** [skill](../../skills/cosmos-data-factory/physical-ai-image-attribute-augmentation/SKILL.md) and [guide](image-attribute-augmentation.md). Use person images to evaluate clothing, color, and footwear edits with verification/search labels. …
Read the whole file at its exact version.
How to install
mdr add nebius/nebius-physical-ai/cosmos-data-factory@sha256:f9b42e349562b9f4The 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_wxs44fooqeeioiq2)
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 (2658 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_wxs44fooqeeioiq2 GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/cosmos-data-factory GET https://markdownregistry.com/api/v1/blob/f9b42e349562b9f41e530b627369c2cdf683f5d2b047558d6ef6ef1eded2f889
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.