Agent skill · NVIDIA
nv-generate-mr-brain
Used for generating synthetic T1, T2, FLAIR, SWI, or MRA brain MRI volumes with NV-Generate-CTMR MR-Brain v1. Not for production training data.
What it needs
About 5k tokens when loaded.
What this skill does
NV-Generate-MR-Brain Purpose Used for generating synthetic T1, T2, FLAIR, SWI, or MRA brain MRI volumes with NV-Generate-CTMR rflow-mr-brain v1. Not for production training data. Use the wrapper exactly as documented; do not replace the upstream entrypoint with a handwritten implementation. Do not write custom inference code for normal runs. The wrapper owns config staging, output paths, and validation. Manifest I/O: inputs are modelconfigoverride; outputs are syntheticmrbrainvolumes and resultjson. Instructions Read skillmanifest.yaml before changing arguments, side effects, or validation gates. Run scripts/runmrbrain.py through the documented command below; keep outputs under a caller-provided run directory. If a host agent exposes runscript, use runscript("scripts/runmrbrain.py", args=[...]); otherwise run the Bash/Python command shown below. For a command-shape review, do not install packages, clone repositories, download weights, or start GPU inference. Emit only the exact wrapper command with the supplied config path plus explicit --output-dir, --modality, and --random-seed values. For an executable run, emit a single bash code block and keep the python -m pip install -r "$NVGENERATEROOT/requirements.txt" step in that same command — the runtime may be a fresh environment without nibabel/MONAI, so dropping the install fails with ModuleNotFoundError. If --modality mrimra is selected, state that upstream reports sparse MRA training coverage and that output quality is not guaranteed. Do not add rm, mkdir, or any cleanup of --output-dir; the wrapper creates it. Use a fresh --output-dir instead of deleting one. Check the emitted JSON and paired verifier guidance before treating the run as evidence. Examples Command-shape review only (no setup or execution): For an executable run, use the setup-aware command under Usage. Available Scripts Script Purpose Arguments --- --- --- scripts/runmrbrain.py Primary entrypoint declared by skillmanifest.yaml. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills NVIDIA/nv-generate-mr-brain