Nvidia Skills

megatron-lm/skills/nightly-sync

Domain knowledge for the nightly main-to-dev sync workflow. Covers merge strategy, CI architecture, failure investigation, and known issues.

k8s-nim-operator/.agents/skills/nim-operator-install

Install NVIDIA NIM Operator on Kubernetes with prerequisite checks, optional NVIDIA GPU Operator dependency installation, public or local Helm chart selection,…

k8s-nim-operator/.agents/skills/nim-operator-uninstall

Safely uninstall NVIDIA NIM Operator from Kubernetes with inventory checks, explicit approval gates for destructive actions, optional custom resource cleanup,…

fleet-intelligence-client/skills/node-rca-rcca

Investigate one NVIDIA Fleet Intelligence node and generate an evidence-backed HTML RCA/RCCA from live current and historical alerts plus authoritative…

nurec-skills/skills/nre

Use to drive NVIDIA Omniverse NuRec / Neural Reconstruction Engine (NRE) via the public NGC containers nvcr.io/nvidia/nre/nre and nvcr.io/nvidia/nre/nre-tools…

omniperf/.agents/skills/nsys-analyze

Analyze profiling data from Kit-based apps. Covers Omniverse-specific NVTX zone interpretation, phase detection using sqlite3, Tracy Statistics/Range Limit…

nurec-skills/skills/nurec-fixer

Use to run NVIDIA DiffusionHarmonizer (public successor to the older Fixer recipes) to enhance, harmonize, evaluate, or fine-tune novel-view frames from NRE /…

nurec-skills/skills/nurec-index

Router for NVIDIA NuRec / NRE / 3DGUT / USDZ / NCore V4 / asset harvest / frame cleanup tasks — picks the right sibling (nre, ncore, asset-harvester,…

skills/skills/nv-generate-ct-rflow

Used for generating synthetic CT volumes and masks with NV-Generate-CTMR rflow-ct. Not for production training data without review.

skills/skills/nv-generate-mr

Used for generating synthetic body MRI volumes with NV-Generate-CTMR rflow-mr. Not for paired masks or production training data.

skills/skills/nv-generate-mr-brain

Used for generating synthetic brain MRI volumes with NV-Generate-CTMR rflow-mr-brain. Not for production training data.

skills/skills/nv-generate-mr-brain-finetune

Used for finetuning NV-Generate-CTMR MR-brain diffusion UNet from a NIfTI datalist. Not for clinical or production data approval.

skills/skills/nv-generate-vae-finetune

Used for finetuning the NV-Generate-CTMR MAISI VAE from CT/MRI NIfTI datalists. Not for clinical or production data approval.

skills/skills/nv-reason-cxr

Used for command-shape or live NV-Reason-CXR chest X-ray reasoning smoke tests. Not for diagnosis or clinical reporting.

skills/skills/nv-segment-ct

Used for running NV-Segment-CT VISTA3D on CT NIfTI volumes and recording label-map evidence.

skills/skills/nv-segment-ct-finetune

Used for smoke or dataset finetuning of NV-Segment-CT VISTA3D on CT NIfTI labels. Not for clinical validation.

skills/skills/nv-segment-ctmr

Used for running NV-Segment-CTMR on CT or MRI NIfTI volumes and recording label-map evidence. Not for clinical interpretation.

nvalchemi-toolkit/.claude/skills/nvalchemi-data-storage

How to write, read, compose, and load atomic data using nvalchemi's composable Zarr-backed storage pipeline (Writer, Reader, Dataset, MultiDataset,…

nvalchemi-toolkit/.claude/skills/nvalchemi-data-structures

How to use AtomicData and Batch, the core graph-based data structures for representing atomic systems and batching them for GPU computation. Use when building…

nvalchemi-toolkit/.claude/skills/nvalchemi-dynamics-api

How to configure and run dynamics simulations, compose multi-stage pipelines (FusedStage, DistributedPipeline), use inflight batching, and manage data sinks.…

nvalchemi-toolkit/.claude/skills/nvalchemi-dynamics-hooks

How to use and write dynamics hooks — callbacks that observe or modify batch state at specific points during each simulation step. Use when a simulation needs…

nvalchemi-toolkit/.claude/skills/nvalchemi-dynamics-implementation

How to implement a dynamics integrator by subclassing BaseDynamics and overriding pre_update() and post_update() methods. Use when creating a custom…

nvalchemi-toolkit/.claude/skills/nvalchemi-fine-tuning

How to fine-tune nvalchemi-compatible models with FineTuningStrategy, pretrained checkpoint initialization, module patches, trainable-parameter filters,…

nvalchemi-toolkit/.claude/skills/nvalchemi-loss-api

How to use built-in loss functions and implement custom losses using the BaseLossFunction template-method pattern — residual types, per-atom normalization,…

nvalchemi-toolkit/.claude/skills/nvalchemi-model-wrapping

How to wrap an arbitrary MLIP (Machine Learning Interatomic Potential) using the BaseModelMixin interface to standardize inputs, outputs, and embeddings. Use…

nvalchemi-toolkit/.claude/skills/nvalchemi-reporting

How to add observability to nvalchemi dynamics and training workflows using ReportingOrchestrator, RichReporter, TensorBoardReporter, scalar extraction, custom…

nvalchemi-toolkit/.claude/skills/nvalchemi-training-api

How to configure nvalchemi training workflows with TrainingStrategy, custom training functions, standalone or composed losses, loss-weight schedules, optimizer…

nvalchemi-toolkit/.claude/skills/nvalchemi-zarr-perf

Performance tuning for nvalchemi's Zarr-backed Reader, Dataset, and DataLoader pipeline. Use when configuring AtomicDataZarrReader, Dataset, DataLoader,…

nvcf/ai-tooling/dev/skills/nvcf-explore-stack

Navigate and explain the NVCF self-hosted stack inside the monorepo. Maps helmfile releases to their charts, image-source subtrees, helm hooks, namespaces, and…

nvcf/ai-tooling/user/skills/nvcf-self-managed-cli

Install, operate, and tear down self-hosted NVIDIA Cloud Functions (NVCF) deployments with nvcf-cli. Use for control-plane or compute-plane install, status…