cdf-image-attribute-augmentation SKILL.md skillA
cdf-image-attribute-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-image-attribute-augmentation@v1.0.1Pins v1.0.1 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-image-attribute-augmentation/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.1, committed Oct 21, 2026
- Size
- 25,679 bytes
- Repository stars
- 3,871
- License
- Apache-2.0
Run the CDF Orchestration Image Attribute Augmentation DAG on Kubernetes - person-crop clothing augmentation, attribute search, and augmented dataset generation. Select for requests about image attribute augmentation, person attribute search, person re-identification data, clothing augmentation, attribute captions, augmentation payloads, run status, or result retrieval. Runs environment setup first when controller readiness is unknown. Not for video or defect-image generation.
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 Orchestration — Image Attribute Augmentation Run the Image Attribute Augmentation DAG end to end: person-crop input preparation, cosmos image-edit augmentation, cosmos post-processing, event and person attribute search, augmented dataset generation, and result retrieval. ## Component details This workflow skill and its references are the primary guide for configuring and running the workflow. Consult a component skill only when the requested configuration or diagnosis requires component-specific details not covered here. Routine payload authoring with documented fields, preflight, triggering, monitoring, and result retrieval do not require component skill access. When additional component guidance is needed, consult that component's documentation, and do not invent keys or values. The links below are pinned to the latest `main` commit of each component repository as of 2026-10-20; a component skill installed separately may describe a different version. | Component | Covers | Documentation at that commit | |---|---|---| …
Read the whole file at its exact version.
How to install
mdr add nvidia/skills/cdf-image-attribute-augmentation@sha256:1c31651d82bc9c92The line at the top of this page pins the label v1.0.1, 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_ntp7xt6vcihnt4zt)
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 (25679 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_ntp7xt6vcihnt4zt GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/cdf-image-attribute-augmentation GET https://markdownregistry.com/api/v1/blob/1c31651d82bc9c927ee42ca79687b1364494962afb379366d0640094d694caf0
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.