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Get Started Free →nvidia/physical-ai-video-data-augmentation
Use when running video data augmentation and auto-labeling workflows on OSMO: flow selection, preflight, submit-time interpolation, monitoring, and output retrieval. Trigger keywords: video data augmentation, data enrichment, auto labeling, VDA demo, OSMO workflow, pseudo labeling.
Passed 15 of 21 test cases with the skill, and 3 of 21 without it.
and 11 more in the full report
13 fixed3 passed either way6 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
We updated our environment variables with new NGC API keys and want to force `scripts/preflight_credentials.sh` to overwrite and refresh the existing OSMO `nvcr_io` and `hf_token` credentials even if they already exist. What CLI flag should be passed to the preflight script?
| Checked | Without skill | With skill |
|---|---|---|
| The response includes the --refresh flag when invoking scripts/preflight_credentials.sh. | Missed | Passed |
The instructions your model reads when the skill loads.
Default workflow skill for VDA execution on OSMO. It owns flow selection, preflight, cache readiness, inference-path decisions, submit-time interpolation, monitoring, and output retrieval. Component skills are consult-only.
Run the end-to-end VDA workflow safely and reproducibly from preflight to output download.
Do NOT use this skill for container-internal tuning-only questions.
Confirm these before running preflight or any submit. Missing required secrets
surface as USER_INPUT_REQUIRED: from scripts/preflight_credentials.sh.
| Requirement | How it is satisfied | Used for |
|---|---|---|
| NGC API key (optional) | NGC_API_KEY, NGC_CLI_API_KEY, or compatible nvapi-* token in NVIDIA_API_KEY/OPENAI_API_KEY/VLM_API_KEY/LLM_API_KEY | Optional for nvcr_io credential refresh and NGC REST scope probe; default VDA image refs are validated via workflow registry probes |
| Hugging Face token | HF_TOKEN (or HUGGING_FACE_HUB_TOKEN), or a cached token at ~/.cache/huggingface/token | Creates the OSMO hf_token credential; pulls gated Cosmos/SeedVR weights |
| OSMO CLI access | osmo on PATH, logged in, with a default profile and a registered DATA credential profile matching storage_url | Submitting/monitoring workflows and listing/downloading objects |
| GPU pool | At least one ONLINE pool in osmo pool list --mode free; POD_TEMPLATE carries GPU toleration/selectors | Scheduling setup + worker tasks |
Optional (only for the strict NGC org/team probe): NGC_ORG + NGC_TEAM
(or NGC_CLI_ORG / NGC_CLI_TEAM). External VLM/LLM endpoint keys are validated
separately, not by preflight.
Key handling rule: nvapi-* tokens are first-class inputs for nvcr_io.
Never reject by token prefix alone; use workflow registry probe results as
source of truth.
auto_labeling, augmentation_and_al, e2e,
e2e_super_resolution) from user intent.test cases passed, vs 3 / 21 without
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