Nvidia Skills

tensorrt-llm/.claude/skills/perf-nsight-compute-analysis

Analyze ncu (NVIDIA Nsight Compute) profiling output: SOL% bottleneck classification, roofline analysis, occupancy diagnosis, memory hierarchy analysis, warp…

tensorrt-llm/.claude/skills/perf-optimization

Performance optimization coordination playbook. Contains specialist routing table, TileIR two-step pipeline, kernel generation specialist selection,…

tensorrt-llm/.claude/skills/perf-torch-cuda-graphs

Apply CUDA Graphs to PyTorch workloads — API selection (torch.compile, PyTorch make_graphed_callables, TE make_graphed_callables, MCore CudaGraphManager,…

tensorrt-llm/.claude/skills/perf-torch-sync-free

Identify and eliminate host-device synchronizations in PyTorch code. Detects sync points (.item(), .cpu(), boolean indexing, torch.tensor on CUDA), classifies…

omniperf/.agents/skills/perf-tuning

Resolve common Kit/Isaac Sim/Isaac Lab performance issues using specific settings and configuration changes. Covers PresentFrame stalls,…

tensorrt-llm/.claude/skills/perf-workload-profiling

Code instrumentation for timing workloads. Two scenarios: (1) Training loop — inject manual timing to report per-iteration latency, throughput (samples/sec),…

skillspector/skills/personal-assistant

A personalized assistant that remembers your preferences

nurec-skills/skills/physical-ai-datasets

Use when the user wants to find, download, or pick a NVIDIA Physical AI dataset on Hugging Face for autonomous-vehicle, robotics, spatial intelligence,…

skills/skills/physical-ai-defect-image-generation

Use when the user wants to orchestrate defect image generation with NVIDIA Cosmos AnomalyGen (Cosmos-Predict2-derived) on OSMO for PCBA, metal surface, and…

skills/skills/physical-ai-infrastructure-setup-and-resilient-scaling

Use when the user wants to set up, scale, validate, or harden NVIDIA physical AI infrastructure for synthetic data generation workflows across local MicroK8s…

skills/skills/physical-ai-neural-reconstruction

Router for NVIDIA NuRec/NRE: USDZ rendering, NCore conversion, 3DGS, gRPC sensor sim, PhysicalAI HF datasets. Do NOT use for SimReady or infra setup.

skills/skills/physical-ai-people-attribute-search

Use when running people attribute search (PAS) image augmentation and auto-labeling workflows on OSMO: flow selection, preflight, submit-time interpolation,…

skills/skills/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…

physicsnemo/skills/physicsnemo-discover

Official NVIDIA-authored guidance for navigating PhysicsNeMo — pick the model, datapipe, or example for a SciML/AI4Science task (surrogates, forecasting,…

skills/skills/physicsnemo-discover

Official NVIDIA-authored guidance for navigating PhysicsNeMo — pick the model, datapipe, or example for a SciML/AI4Science task (surrogates, forecasting,…

skills/skills/physicsnemo-shard-tensor

Official NVIDIA-authored guidance for PhysicsNeMo ShardTensor domain parallelism — integrate domain parallelism into training/inference scripts (new or…

skills/skills/portfolio-optimization

Use when a user asks to build, optimize, backtest, rebalance, or analyze a stock portfolio with Mean-CVaR, Mean-Variance/SOCP variance caps, efficient…

nemo-relay/.agents/skills/prepare-code-freeze

Prepare a NeMo Relay code freeze by creating the release branch, updating nightly alpha branch config, bumping main to the next version, and opening the…

nemo-fabric/.agents/skills/prepare-pr

Prepare, open, create, publish, update, or edit a NeMo Fabric pull request or PR body with the right tests, docs, scope, and review handoff details

nemo-relay/.agents/skills/prepare-pr

Prepare, open, create, publish, update, or edit a NeMo Relay pull request or PR body with the right tests, docs, contributor hygiene, and repository pull…

flashdreams/skills/profile-model-performance

Inspect and baseline performance for FlashDreams-style model integrations and interactive demos: map the generation path, add trustworthy timing splits, build…

omniperf/.agents/skills/profiling

Capture performance traces using CPU ChromeTrace, Tracy, and Nsight Systems/NVTX for Kit-based applications (Isaac Sim, Isaac Lab, Kit SDK). Covers…

omniperf/.agents/skills/profiling-api

Add profiling zones, metrics, and annotations to Kit-based C++ and Python code. Covers Carbonite macros (CARB_PROFILE_ZONE, CARB_PROFILE_FUNCTION, GPU zones),…

model-optimizer/plugins/modelopt/skills/ptq

This skill should be used when the user asks to "quantize a model", "run PTQ", "post-training quantization", "NVFP4 quantization", "FP8 quantization", "INT8…

flashdreams/skills/python-docstring-style

Write Python docstrings and inline comments matching the flashdreams house style — SPDX header, one-line module docstring, Google-style function docstrings…

nemo-fabric/.agents/skills/python-tests

Python tests for NeMo Fabric; use this when writing tests

cuda-quantum/skills/qiskit-to-cudaq

Use when porting Qiskit Python circuits to CUDA-Q kernels while preserving algorithms and validation fidelity.

cuopt/skills/qp-formulation

Quadratic Programming (QP) — problem form and constraints. Domain concepts; no API or interface. QP is beta.

model-optimizer/plugins/modelopt/skills/quant-recipe-search

Use when the user asks to find, search for, or optimize the best quantization recipe for a model, including direct requests like "find the best quantization…

skills/skills/rag-blueprint

NVIDIA RAG Blueprint — deploy, configure, troubleshoot, and manage. Handles any RAG action: deploy, install, start, enable, disable, toggle, change, configure,…