Cdf Orchestration Write Dag — Agent Skill by NVIDIA

From the author

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. Also use to check that a generated or existing DAG's model/container/prompt choices match an external spec document (e.g. a CDF `launchable.md`). Not for requests that an existing DAG already covers, including payload-only changes such as different inputs, endpoints, models, or variant counts — route those to the matching workflow skill, unless the user still wants a separate DAG after being pointed to it.

— the description by NVIDIA

Install

Get the skill from its source (we cannot redistribute it):
https://github.com/NVIDIA/skills/tree/fce3cca4170be75e82c64920654d56ee2811b005/skills/cdf-orchestration-write-dag

Documentation by NVIDIA

The licence of this skill does not allow us to copy its documentation. Read it at the source

Files

BENCHMARK.md(opens on GitHub)Not mirrored: opens on GitHub9.0 KiB
SKILL.md(opens on GitHub)Not mirrored: opens on GitHub41.0 KiB
evals/evals.json(opens on GitHub)Not mirrored: opens on GitHub8.1 KiB
references/component-skills-excerpt.md(opens on GitHub)Not mirrored: opens on GitHub14.2 KiB
references/gpu-footprint.md(opens on GitHub)Not mirrored: opens on GitHub1.7 KiB
references/trigger-examples.md(opens on GitHub)Not mirrored: opens on GitHub1.5 KiB
skill-card.md(opens on GitHub)Not mirrored: opens on GitHub5.0 KiB
skill.oms.sig(opens on GitHub)Not mirrored: opens on GitHub5.2 KiB

Requirements and compatibility

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Needs Python

Security

What our scanner noticed· Medium risk

Large base64-encoded blobs

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