NVIDIA AI Platform

Optimize RMS Normalization kernels in Triton for NVIDIA and AMD GPUs.

ZJLi2013/awesome-kernel-skills

Profile a target (script, process, GPU, memory, interconnect) using external tools and code instrumentation.

AI4Scientist/nano-scientist

Run PyTorch training across GPUs with minimal changes. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

RL post-training for LLMs with Megatron and SGLang. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

High-throughput LLM inference on NVIDIA GPUs. An agent skill from Luciole-Studio/Misaka-Agent.

Luciole-Studio/Misaka-Agent

Diagnose or change how the MangoHud HUD and CSV log attach to the game across launchers (Steam, direct), renderers (NVIDIA GL, Zink) and display servers (X11, native Wayland).

xD3I/PZ_Optimization

Automatically fetch InferenceX benchmark data and generate daily performance reports for LLM inference on various hardware (NVIDIA, AMD, etc.).

ascend-ai-coding/awesome-ascend-skills

DALI imperative dynamic mode (nvidia.dali.experimental.dynamic, ndd): use when working on ndd code or migrating pipelines; skip pipeline-only tasks.

NVIDIA/skills

A skill your agent uses when controlling NVIDIA Broadcast through MCP to apply effects, process local media, select devices, or change camera resolution, or when Broadcast is missing or too old to…

NVIDIA/skills

Plan and apply safe Jetson headless-mode changes to reclaim GUI and daemon memory.

NVIDIA/skills

Stand up vLLM or SGLang serving on Jetson, using upstream vLLM on Thor and Orin JetPack 7.2+, and NVIDIA-AI-IOT vLLM on older Orin.

NVIDIA/skills

Add EAGLE-3 or draft-model speculative decoding to a Jetson vLLM server when TPOT is the bottleneck.

NVIDIA/skills

Model and publish semantic definitions in Auto Ontology. An agent skill from NVIDIA/skills.

NVIDIA/skills

Query Auto Ontology and validate generated SQL, rows, and answers.

NVIDIA/skills

Set up or troubleshoot the Auto Ontology runtime. An agent skill from NVIDIA/skills.

NVIDIA/skills

Launch / relaunch agentic RL (SkyRL terminalbench + Harbor + Daytona) on JSC Jupiter (GH200).

open-thoughts/OpenThoughts-Agent

Optimize fused softmax kernels in Triton for NVIDIA and AMD GPUs.

ZJLi2013/awesome-kernel-skills

Customize NVIDIA Nemotron Voice Agent's Generic Pipecat example for healthcare appointment, five-field patient intake, or custom tool-calling workflows without a separate backend.

NVIDIA/skills

A skill your agent uses for CUDA-Q setup, simulation targets, QPU access, and @cudaq.kernel authoring guidance.

NVIDIA/skills

Modify, build, test, debug, and contribute to NVIDIA cuOpt (C++/CUDA, Python, server, CI).

NVIDIA/skills

NVIDIA DeepStream SDK development with Python pyservicemaker API.

NVIDIA/skills

Run and operate the DeepStream Multi-View 3D Tracking reference app, also known as MV3DT.

NVIDIA/skills

A skill your agent uses when building, deploying, evaluating, debugging, or measuring latency for the DeepStream SOP Inference Microservice — a GPU-accelerated FastAPI service that detects whether…

NVIDIA/skills

Stage 2 of the Clinical ASR Flywheel. An agent skill from NVIDIA/skills.

NVIDIA/skills

Stage 1 of Clinical ASR Flywheel. An agent skill from NVIDIA/skills.

NVIDIA/skills

A skill your agent uses to deploy and operate a CollectX (clx) based DOCA telemetry collector on a host or BlueField — wiring providers / counters into the collector, running the collection daemon…

NVIDIA/skills

A skill your agent uses when the user is hands-on deploying an in-bundle DOCA service container (Argus, DMS, Firefly, or UROM service) on a BlueField — kubelet standalone watching a static-pod…

NVIDIA/skills

A skill your agent uses when the user needs to locate authoritative information about NVIDIA DOCA without access to the source tree — finding the right docs.nvidia.com page for a…

NVIDIA/skills

Install or repair the FoundationPose perception pipeline and build its FoundationStereo TensorRT engines.

NVIDIA/skills

A skill your agent uses for non-failing HoloHub app work with ./holohub: scaffold, build, run, test, visual evidence, lint, and flow benchmarking.

NVIDIA/skills

A skill your agent uses when a concrete ./holohub command fails, hangs, regresses, or returns wrong output and needs reproducible diagnosis and verification.

NVIDIA/skills

A skill your agent uses for reusable Holoscan Module work with ./holohub: scaffold, tests, editable install, DEB/WHEEL packaging, and clean-consumer proof.

NVIDIA/skills

Flash the FPGA on an HSB board connected to an NVIDIA devkit.

NVIDIA/skills

Choose or explain HSB Sensor RX packetizer fields for HOLOLINKdef.svh.

NVIDIA/skills

A skill your agent uses when you need to rebuild the BSP overlay — DT, OOT modules, or kernel — from changes under bspsources/.

NVIDIA/skills

A skill your agent uses to lock/cap Jetson CPU/GPU/EMC clocks, toggle EMC/CPU DVFS, or change cpufreq governors by editing BPMP DTB and nvpower.sh pre-flash.

NVIDIA/skills

A skill your agent uses to flash a promoted BSP image to a Jetson DUT in RCM mode via flash.sh or l4tinitrdflash.sh.

NVIDIA/skills

A skill your agent uses to promote overlay files and built artifacts into the staged BSP image.

NVIDIA/skills

Recommend and customize Megatron Bridge library and benchmark recipes for a user's model, GPU count, hardware, sequence length, and pretrain/SFT/PEFT goal.

NVIDIA/skills

Routes NVIDIA Nemotron Speech (Formerly Riva) NIM tasks — deploys, runs, and tests ASR, TTS, and NMT NIMs on build.nvidia.com or self-hosted.

NVIDIA/skills

Used for generating synthetic body MRI volumes with NV-Generate-CTMR rflow-mr.

NVIDIA/skills

A skill your agent uses for NVIDIA-related requests where an NVIDIA skill might help, even if the user did not ask for a skill.

NVIDIA/skills

A skill your agent uses when operating PAIDF Curation and Retrieval or NVIDIA Cosmos Curator pipelines (split, filter, caption, embed, dedup, shard, image annotate) or PAIDF Data Mining…

NVIDIA/skills

Router for NVIDIA NuRec/NRE: USDZ rendering, NCore conversion, 3DGS, gRPC sensor sim, carline adaptation, PhysicalAI HF datasets.

NVIDIA/skills

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

NVIDIA/skills

Official NVIDIA-authored guidance for PhysicsNeMo ShardTensor domain parallelism — integrate domain parallelism into training/inference scripts (new or existing) with DDP or FSDP2, write and…

NVIDIA/skills

A skill your agent uses when a user asks to build, optimize, backtest, rebalance, or analyze a stock portfolio with Mean-CVaR, Mean-Variance/SOCP variance caps, efficient frontiers, scenario…

NVIDIA/skills

Performs deep Root Cause Analysis (RCA) on NVIDIA TAO Visual ChangeNet classification experiments with image-evidence-driven investigation.

NVIDIA/skills