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Agent Skill

Cdf Image Attribute Augmentation skill

cdf-image-attribute-augmentationNVIDIA/skillsskills/cdf-image-attribute-augmentation/SKILL.md

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.

3.7kApache-2.0

always on

89 tokname + description

once used

5,733 tokSKILL.md body

bundled files

176 scripts

repo stars

3.7kGitHub

Install the Cdf Image Attribute Augmentation skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/NVIDIA/skills --skill cdf-image-attribute-augmentation

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/NVIDIA/skills.git /tmp/skills
mkdir -p ~/.claude/skills
cp -R /tmp/skills/skills/cdf-image-attribute-augmentation ~/.claude/skills/cdf-image-attribute-augmentation

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description89 tok
When the agent uses itThe SKILL.md instructions5,733 tok
Only if opened17 bundled files (132 KB)varies

Until it is used, cdf-image-attribute-augmentation costs about 15× less than the median MCP server we measured (1,363 tokens on every turn). Installing all 150 skills from NVIDIA/skills would load 20,796 tokens of descriptions. Skills vs MCP study

Checks

  • Ships scripts the agent can run. Read them before installing.
  • The instructions are over 5,000 tokens, the Agent Skills specification's guideline for SKILL.md.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • CDF Orchestration — Image Attribute Augmentation
  • Component details
  • DAG selection
  • Manual payload entry in the Airflow UI
  • Scope
  • Bundled tools
  • Procedure
  • Guardrails
  • References

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