Agent skill · NVIDIA
vss-generate-video-calibration
Use to run AutoMagicCalib on local MP4s, RTSP, or the bundled sample dataset, and to deploy vss-auto-calibration when needed. Do not use for non-AMC calibration or runtime analytics.
What it needs
About 9k tokens when loaded.
What this skill does
Purpose Run AutoMagicCalib end-to-end on local files, RTSP streams, or the bundled sample dataset and (when needed) deploy the AMC microservice. Instructions Follow the routing tables and step-by-step workflows below. Each section that ends in workflow, quick start, or flow is intended to be executed top-to-bottom. Detailed reference material lives in references/; load only the reference needed for the selected input mode. Examples Worked end-to-end examples are kept under evals/ (each .json manifest contains a runnable scenario) and inline in the per-workflow curl blocks below. Run a Tier-3 evaluation with nv-base validate <this-skill-dir> --agent-eval to replay them. Limitations Requires the matching VSS profile / microservice to be deployed and reachable from the caller. NGC-hosted models and NIMs may be subject to rate-limits, GPU memory requirements, and license restrictions. Concurrency, GPU memory, and storage limits depend on the host hardware and the profile's compose file. Troubleshooting Error: REST call returns connection refused. Cause: target microservice not running. Solution: probe /docs or /health; redeploy via vss-deploy-profile or the matching vss-deploy- skill. Error: HTTP 401/403 from NGC pulls. Cause: missing/expired NGCCLIAPIKEY. Solution: docker login nvcr.io and re-export the key before retrying. Error: container OOM or model fails to load. Cause: insufficient GPU memory for the selected profile. Solution: switch to a smaller variant or free GPUs via docker compose down. VSS Generate Video Calibration Run AutoMagicCalib over one of three input sources and drive the calibration through the microservice REST API. The input-resolution work differs per source; everything from verifyproject onward is identical and lives in this file. Pick the right input-mode reference and pair it with the Shared Calibration Tail below. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills NVIDIA/vss-generate-video-calibration