Use when a user describes a custom CDF Orchestration pipeline — a specific ordered combination of stages such as augmentation only, auto-labeling only, detection+captioning only, or image attribute augmentation without full auto-labeling — that no existing DAG in airflow/dags/workflows/ covers, and asks for a new Kubernetes DAG.
Install
npx skills add NVIDIA/skills --skill cdf-orchestration-write-dagnpx skills add NVIDIA/skills --skill cdf-orchestration-write-dag -a claude-code -gnpx skills add NVIDIA/skills --skill cdf-orchestration-write-dag -a codex -ggemini skills install https://github.com/NVIDIA/skills.git --path skills/cdf-orchestration-write-daggh skill install NVIDIA/skills cdf-orchestration-write-daggit clone --depth 1 https://github.com/NVIDIA/skills /tmp/NVIDIA__skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/NVIDIA__skills/skills/cdf-orchestration-write-dag ~/.claude/skills/cdf-orchestration-write-dag # Claude Code
cp -R /tmp/NVIDIA__skills/skills/cdf-orchestration-write-dag ~/.agents/skills/cdf-orchestration-write-dag # Codex, Cursor, Gemini CLI, Copilot, OpenCode