Individual skill

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.

skills/nv-generate-mr-brain/SKILL.md

Read pinned source

Source commit 25340619336e89bcc40365c28bfe9e790430468e

What was checked

Matches the observed repository HEAD: Yes
Scanner rules are current: No
Repository scan complete: No
Skill scan complete: No
Observed behavior: Not checked yet
Last checked: Nov 2, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings): 3,897
Repository last updated: Nov 6, 2026
License: Apache-2.0

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

agent-skills Repository topic
agentic-ai Repository topic
ai-agents Repository topic
claude-code Repository topic
codex Repository topic
coding-agents Repository topic
cuda Repository topic
developer-tools Repository topic
llm Repository topic
omniverse Repository topic
medtech Declared skill tag
mri Declared skill tag
brain Declared skill tag
data Derived category

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files

BENCHMARK.mddoc · 8,184 bytes
SKILL.mdcore · 10,308 bytes
SKILL.mdcore · 10,308 bytes
SKILL.mdcore · 10,308 bytes
SKILL.mdcore · 10,308 bytes
SKILL.mdcore · 10,308 bytes
SKILL.mdcore · 10,308 bytes
SKILL.mdcore · 10,308 bytes
evals/evals.jsonasset · 2,158 bytes
fixtures/README.mddoc · 1,169 bytes
fixtures/default_mri_t1.jsonasset · 298 bytes
fixtures/mri_flair_skull_stripped.jsonasset · 295 bytes
fixtures/mri_mra.jsonasset · 357 bytes
fixtures/mri_t2.jsonasset · 272 bytes
references/fov-and-downloads.mddoc · 2,022 bytes
scripts/run_mr_brain.pyruns · 30,054 bytes
skill-card.mddoc · 4,101 bytes
skill.oms.sigasset · 6,969 bytes
skill_manifest.yamlasset · 8,514 bytes
tests/test_run_mr_brain.pyruns · 9,433 bytes
validators/output_schema.jsonasset · 6,356 bytes

Read excerpt


# 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 `model_config_override`; outputs are `synthetic_mr_brain_volumes` and `result_json`.

## Instructions
- Read `skill_manifest.yaml` before changing arguments, side effects, or validation gates.
- Run `scripts/run_mr_brain.py` through the documented command below; keep outputs under a caller-provided run directory.
- If a host agent exposes `run_script`, use `run_script("scripts/run_mr_brain.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