cosmos3-inference SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
cosmos3-inference from nvidia/cosmos-framework is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nvidia/cosmos-framework/cosmos3-inference@git:20260601.1bd5fdcPins git:20260601.1bd5fdc in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nvidia/cosmos-framework
- Path
.agents/skills/cosmos3-inference/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260601.1bd5fdc, committed Jun 1, 2026
- Size
- 4,863 bytes
- Repository stars
- 589
- License
- a license file GitHub does not identify
Guide users through running Cosmos3 inference — offline batch generation, online serving with Ray and Gradio, parallelism options, input formats, sampling parameters, and prompt upsampling. Use when the user asks "how do I run inference", "how do I generate a video", "how do I serve the model", "what parameters should I use", or any question about running the model to produce outputs.
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
# Cosmos3 Inference ## When to use this skill - Use when a user wants to generate images or videos with Cosmos3 - Use when a user asks about inference parameters, input formats, or parallelism - Use when a user wants to set up online serving (Ray Serve, Gradio) - Use when a user asks about prompt engineering or upsampling - For environment or import errors, hand off to **cosmos3-env-troubleshoot** ## Path convention All paths below are relative to the cosmos3 package root (`../../../` from this skill file). All `uv run` / `python` commands should also be run from there. ## Where to find answers | User question | Go to | | ----------------------------------------------------------------------- | --------------------------------------------------------------------------------------- | | How do I run inference? (single-GPU, multi-GPU) | `README.md` § Inference | …
Read the whole file at its exact version.
How to install
mdr add nvidia/cosmos-framework/cosmos3-inference@sha256:c6b80882fde91656The line at the top of this page pins the label git:20260601.1bd5fdc, 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_nzad3lyjv6j5gjva)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 1, 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 (4863 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
nvidia/cosmos-framework · 589 stars · license a license file GitHub does not identify · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nzad3lyjv6j5gjva GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/cosmos-framework/cosmos3-inference GET https://markdownregistry.com/api/v1/blob/c6b80882fde9165675a90378b3ba4d91d8b414afdf5cd4707c4df040a3623ebd
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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