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MCP servers and skills: search, filter by where they run, and compare.
MCP servers and skills: search, filter by where they run, and compare.
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Use this skill when building, deploying, evaluating, debugging, or measuring latency for the DeepStream SOP Inference Microservice — a GPU-accelerated FastAPI service that detects whether operators pe
in the skill textvideo summarization. # DeepStream SOP Inference Microservice Skill This skill guides AI coding assistants in building, extending, and debugging the **NVIDIA DeepStream SOP (Standard Operating Procedure) Inference
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Local runs on your computer · Local + Cloud also runs on Conduit’s servers · Hosted is run by its author, you connect by URL
Integrate TileGym kernels into Hugging Face `transformers` models by replacing the library's submodule(s) and certain class(es)' implementations, and patching certain class(es)' init/forward/load weig
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Create, refine, or fix NVIDIA voice agents (Cascaded or Omni) with Pipecat or LiveKit. Use when building, scaffolding, or iterating on a real-time voice-agent pipeline, including speech (ASR/TTS) cust
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Expert cuTile programming assistant. Write high-performance GPU kernels using cuTile's tile-based programming model with proper validation and optimization. Supports deep agent orchestration for compl
in the skill textFor complex or ambiguous tasks, **present approach options to the user before coding**. This prevents wasted effort on the wrong implementation. ### Clarify for These Task Types
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Use only to generate or update a governance skill card for a specified existing agent skill directory. Do not use for explaining, listing, comparing, or discussing skill capabilities.
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Converts cuTile Python GPU kernels (@ct.kernel) to cuTile.jl Julia equivalents. Handles kernel syntax translation, 0-indexed to 1-indexed conversion, broadcasting differences, memory layout (row-major
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Profile a DeepStream pipeline with Nsight Systems and derive its configs from the measurement. Use when the user asks for an efficient, performant, or profiled pipeline — or to benchmark, tune, or mea
in the skill textStage 0 — Preset-apply (at pipeline-creation time) Trigger: any time the coding agent is about to generate a new DS pipeline AND the user
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Run and operate the DeepStream Multi-View 3D Tracking reference app, also known as MV3DT. Use when the user asks to set up prerequisites, run shipped MV3DT samples, run Multi-View 3D Tracking on custo
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Iteratively optimize cuTile kernel performance through systematic profiling, bottleneck analysis, IR comparison, and targeted tuning. Covers tile sizes, occupancy, autotune configs, TMA, latency hints
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads.
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Add a new cuTile GPU kernel operator to TileGym. Covers dispatch registration in ops.py, cuTile backend implementation, __init__.py exports, test creation, and benchmark in tests/benchmark. Use when a
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Use for NVIDIA-related requests where an NVIDIA skill might help, even if the user did not ask for a skill. Trigger on NVIDIA products, hardware, software, SDKs, GPUs, Jetson/JetPack/L4T/BSP/SDK Manag
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Use this skill to bring a supported object-detection vision model from HuggingFace or NVIDIA NGC into an NVIDIA DeepStream pipeline with end-to-end automation: ONNX download, SafeTensors export, TRT e
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Converts cuTile GPU kernels (@ct.kernel) to Triton (@triton.jit). Handles standard in-repo conversion, debugging (cudaErrorIllegalAddress, shape mismatch, numerical mismatch), and mapping cuTile idiom
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
NVIDIA DeepStream SDK development with Python pyservicemaker API. Use when building video analytics pipelines, GStreamer-based video processing, TensorRT inference integration, object detection/tracki
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Use when operating PAIDF Curation and Retrieval or NVIDIA Cosmos Curator pipelines (split, filter, caption, embed, dedup, shard, image annotate) or PAIDF Data Mining nearest-neighbor matching on Curat
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Audit, prepare, and deploy PAIDF Orchestration on a Kubernetes GPU cluster - single-GPU H100/L40S hosts, managed Kubernetes, kubeadm, and similar. Select for requests to set up, install, deploy, confi
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
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.
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Build DeepStream GStreamer pipelines interactively. Use when the user asks about pipelines for video/image inference, detection, tracking, or streaming — including natural phrases like 'pipeline to in
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Use when the user wants to orchestrate defect image generation with NVIDIA Cosmos AnomalyGen (Cosmos-Predict2-derived) on OSMO for PCBA, metal surface, and glass inspection. The Day 0 path handles col
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Use when adding, modifying, optimizing, or debugging CuTile autotuning code. Trigger signals: `exhaustive_search` / `replace_hints` / `hints_fn` / `cuda.tile.tune` in code, `autotune` in filenames, or
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Run the PAIDF Orchestration Image Attribute Augmentation DAG on Kubernetes - person-crop clothing augmentation, attribute search, and augmented dataset generation. Select for requests about image attr
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Use when running video data augmentation and auto-labeling workflows on OSMO: flow selection, preflight, submit-time interpolation, monitoring, and output retrieval. Trigger keywords: video data augme
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Run the PAIDF Orchestration Event Video Generation DAG on Kubernetes - image-to-video anomaly generation, auto-labeling, and anomaly dataset generation. Select for requests about event video generatio
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Use when a user describes a custom PAIDF Orchestration pipeline — a specific ordered combination of stages such as augmentation only, auto-labeling only, detection+captioning only, or image attribute
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
Run and validate an end-to-end Mission Control showcase with a locally installed Isaac Sim launched in its GUI window, driven through the isaac-sim-remote Python server, with Nova Carter SIL. Use for
OfficialSkillCC-BY-4.0 AND Apache-2.0★ 3.6k in collectionNo key
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