Agent skill · nvidia
cdf-augmentation
Use when authoring or validating Cosmos Data Factory (CDF) augmentation YAML configs, or running remote Cosmos Transfer (including Cosmos3 WSM controls), Cosmos Predict, image-edit, or image-to-video inference.
What it needs
About 11k tokens when loaded.
What this skill does
CDF Augmentation Pipeline Skill Remote-API pipeline for captioning, generating, and evaluating augmented camera data. Models are configured as HTTP endpoints; no local model weights are included. Purpose Use it to select a supported generation mode, author and validate PipelineConfig YAML, configure captioning/evaluators, and run the cdf-augmentation:1.2.0 container. It covers Cosmos Transfer/Predict, Cosmos3 WSM controls, image editing, image-to-video, BYOM endpoints, and quality gates. Do not use this skill for training or fine-tuning models, deploying clusters or NIM endpoints, or unrelated application/database development. Prerequisites Requirement Detail ------------- -------- Docker docker --version. The image is remote-API only — it bundles no Cosmos/torch weights, so plain remote inference needs no GPU and no HFTOKEN. NVIDIA GPU (conditional) Only when a configured local stage requires CUDA or decodes H.264 in the augmentation container. See Limitations. Endpoint URLs One reachable URL per role used by the selected config. The examples name local Qwen services (Qwen/Qwen3.6-27B-FP8 on vlm, Qwen/Qwen2.5-14B-Instruct on llm), but those are not guaranteed to be running. Resolve every required role independently: keep each reachable configured endpoint and ask only for the missing role URLs. API keys (conditional) Only for endpoints requiring authentication. Pass the environment variable named by each endpoint's apikeyenv; never hardcode values in YAML. Local unauthenticated endpoints need none. Input media A video/image reachable by multistorageclient (s3://, msc://, gs://, az://, or HTTPS). Local paths are allowed only when no external Cosmos evaluator is enabled; external evaluation requires checker-readable remote URIs. Approved release commit (execution only) A 40-character commit hash confirmed by the user as release-owner-approved or retrieved from the verified release manifest. Never invent it or rely on an unverified environment value. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills nvidia/cdf-augmentation