cdf-augmentation SKILL.md skillA
cdf-augmentation from nvidia/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nvidia/skills/cdf-augmentation@v1.2.0Pins v1.2.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nvidia/skills
- Path
skills/cdf-augmentation/SKILL.md- Versions recorded
- 1
- Latest version
- v1.2.0, committed Oct 21, 2026
- Size
- 21,275 bytes
- Repository stars
- 3,871
- License
- Apache-2.0
Use when authoring or validating Cosmos Data Factory (CDF) augmentation YAML configs, or running remote Cosmos Transfer (including Cosmos3 WSM controls), Cosmos Predict, image-edit, or image-to-video inference.
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
# CDF Augmentation Pipeline Skill Remote-API pipeline for captioning, generating, and evaluating augmented camera data. Models are configured as HTTP endpoints; no local model weights are included. ## Purpose Use it to select a supported generation mode, author and validate `PipelineConfig` YAML, configure captioning/evaluators, and run the `cdf-augmentation:1.2.0` container. It covers Cosmos Transfer/Predict, Cosmos3 WSM controls, image editing, image-to-video, BYOM endpoints, and quality gates. Do **not** use this skill for training or fine-tuning models, deploying clusters or NIM endpoints, or unrelated application/database development. ## Prerequisites | Requirement | Detail | |-------------|--------| | **Docker** | `docker --version`. The image is **remote-API only** — it bundles no Cosmos/torch weights, so plain remote inference needs **no GPU and no `HF_TOKEN`**. | | **NVIDIA GPU** (conditional) | Only when a configured local stage requires CUDA or decodes **H.264** in the augmentation container. See Limitations. | …
Read the whole file at its exact version.
How to install
mdr add nvidia/skills/cdf-augmentation@sha256:6b3a2b95eb0c6fe1The line at the top of this page pins the label v1.2.0, 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_c5tv6y3nmptqe2fd)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 21, 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 (21275 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/skills · 3,871 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_c5tv6y3nmptqe2fd GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/cdf-augmentation GET https://markdownregistry.com/api/v1/blob/6b3a2b95eb0c6fe18d5ed6b322245a788178bdadbf68e267f8c0f7f5fd7fb3cb
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.