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Agent Skill

Cdf Orchestration Setup skill

cdf-orchestration-setupNVIDIA/skillsskills/cdf-orchestration-setup/SKILL.md

Use when the user asks to deploy, install, reinstall, redeploy, upgrade, or connect to the CDF Orchestration Airflow controller. Owns the end-to-end deploy sequence and runs the cdf-orchestration-preflight audit first. Covers make setup, controller image builds, Helm installation, controller connection, port-forwarding, and post-install verification. Not for standalone prerequisite audits or remediation, K3s environments, authoring DAGs, or running workflow payloads.

3.7kApache-2.0

always on

105 tokname + description

once used

3,963 tokSKILL.md body

bundled files

1062 KB

repo stars

3.7kGitHub

Install the Cdf Orchestration Setup skill

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

npx skills add https://github.com/NVIDIA/skills --skill cdf-orchestration-setup

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-orchestration-setup ~/.claude/skills/cdf-orchestration-setup

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 description105 tok
When the agent uses itThe SKILL.md instructions3,963 tok
Only if opened10 bundled files (62 KB)varies

Until it is used, cdf-orchestration-setup costs about 13× 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

Our checks found nothing to flag: it follows the Agent Skills specification's naming and size guidelines and doesn't pipe downloads into a shell.

Checked 2026-10-22 · method

What's inside

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

  • CDF Orchestration Setup
  • Safety boundary
  • Verify CDF preflight first
  • Select two independent axes
  • Deploy a controller on the current cluster
  • Connect the SDG controller
  • Connect to the deployed controller
  • Handoff to a workflow

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