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• 431 verified
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1. ▌
   Skill Card Generator 2 · nvidia bundle

   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.
   2.2k repo stars
2. ▌
   Physicsnemo Discover 2 · nvidia bundle

   Official NVIDIA-authored guidance for navigating PhysicsNeMo — pick the model, datapipe, or example for a SciML/AI4Science task (surrogates, forecasting, downscaling, physics-informed, inverse, generative). Points at existing files via live repo search; never writes code. Do NOT use for installation or environment setup, training-loop or other code authoring/scaffolding, contributor/CI/packaging questions, repo-specific questions in physicsnemo-sym/-cfd/-curator, or general (non-physics) ML/PyTorch.
   2.2k repo stars
3. ▌
   Nemoclaw User Guide 2 · nvidia bundle

   Guides human users' AI agents to the NemoClaw docs MCP server and canonical Fern documentation in Markdown form. Use when users ask how to install, configure, operate, troubleshoot, secure, or learn NemoClaw with an AI coding assistant. Trigger keywords - nemoclaw docs, use nemoclaw with ai agent, nemoclaw mcp docs, nemoclaw install help, nemoclaw quickstart, nemoclaw markdown docs, llms.txt, agent skills.
   2.2k repo stars
4. ▌
   Guardrails Developer Guide 2 · nvidia

   Routes NVIDIA NeMo Guardrails library product-usage questions to the canonical documentation. Use when users ask how to install, configure, integrate, evaluate, observe, deploy, troubleshoot, or use the NVIDIA NeMo Guardrails library. Trigger keywords - install guardrails, configure rails, guardrail catalog, Colang, Python API, LangChain, LangGraph, server, evaluate guardrails, tracing, metrics, Docker, troubleshooting.
   2.2k repo stars
5. ▌
   Guardrails Developer Create Guardrails 2 · nvidia

   Helps developers create a NeMo Guardrails configuration for an LLM application. Use when users want to build, scaffold, configure, test, or iterate on input, output, retrieval, dialog, execution, Colang, or catalog-based guardrails. Trigger keywords - create guardrails, build guardrails, scaffold config, write rails, create config.yml, add input rails, add output rails, Colang flow, guardrails config, test guardrails.
   2.2k repo stars
6. ▌
   Nemoclaw Nvteam 2 · nvidia bundle

   Route product, program, engineering, data and ML, quality, SRE, security, and developer-community work through the eight local role lenses packaged with the developer-community-chief-of-staff recipe in nemoclaw-community. Use for explicit NVTeam or persona activation, cross-functional readiness, developer relations, community enablement, technical-enablement work, or automatic specialist routing within this recipe. Do not use for a standalone question about core NemoClaw product capabilities unless the user explicitly requests NVTeam. This skill is Community-recipe behavior, not a built-in NemoClaw capability.
   2.2k repo stars
7. ▌
   Nemoclaw Autoheal 2 · nvidia

   Guide users through Hermes availability checks and the optional host-side auto-heal setup without crossing the sandbox-to-host boundary.
   2.2k repo stars
8. ▌
   Outlook Email Search 2 · nvidia bundle

   Search the Outlook mailbox via Microsoft Graph to find and read emails that help answer user questions.
   2.2k repo stars
9. ▌
   Warp Closing Issue 2 · nvidia bundle

   Use when the user provides Warp commit SHA(s) and GitHub issue number(s) to assess, draft issue comments, post progress updates, or recommend whether issue threads should stay open or close.
   2.2k repo stars
10. ▌
    Warp Release Audit 2 · nvidia bundle

    Use when generating a Warp pre-release or release-candidate audit report from Towncrier fragments and release history.
    2.2k repo stars
11. ▌
    Warp Release Notes 2 · nvidia bundle

    Use when drafting GitHub release notes for a Warp feature or bugfix release from Towncrier fragments or a tagged final changelog.
    2.2k repo stars
12. ▌
    Warp Changelog Audit 2 · nvidia bundle

    Use when auditing and recovering Warp changelog fragments, finalizing a release changelog, or synchronizing a tagged release back to main.
    2.2k repo stars
13. ▌
    Tilegym Cutile Python 2 · nvidia bundle

    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 complex multi-kernel tasks.
    2.2k repo stars
14. ▌
    Tilegym Cutile Autotuning 2 · nvidia bundle

    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 correctness/performance issues in autotuned CuTile kernels. Covers: tune-once/cache/launch pattern, per-architecture configs (sm80–sm120), parameter space design (tile sizes, occupancy, num_ctas), and 7 common pitfalls with solutions.
    2.2k repo stars
15. ▌
    Tilegym Adding Cutile Kernel 2 · nvidia bundle

    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 adding, creating, or implementing a new cuTile operator/kernel in TileGym, or when asking how to register a new cuTile op.
    2.2k repo stars
16. ▌
    Cicd 2 · nvidia

    CI/CD reference for NeMo-RL. Covers GitHub Actions pipeline structure, CI triggering via /ok to test, and CI failure investigation.
    2.2k repo stars
17. ▌
    Testing 2 · nvidia

    Testing conventions for NeMo-RL. Covers Ray actor coverage pragmas, nightly test requirements, and recipe naming rules.
    2.2k repo stars
18. ▌
    Copyright 2 · nvidia

    NVIDIA copyright header requirements for NeMo-RL. Covers which files need headers and the exact header text.
    2.2k repo stars
19. ▌
    Review Pr 2 · nvidia bundle

    Interactive PR Review — NVIDIA-NeMo/RL
    2.2k repo stars
20. ▌
    Contributing 2 · nvidia

    Contribution conventions for NeMo-RL. Covers PR title format, commit sign-off, and CI triggering.
    2.2k repo stars
21. ▌
    Error Handling 2 · nvidia

    Error handling guidelines for NeMo-RL. Covers exception specificity, minimal try bodies, and else blocks.
    2.2k repo stars
22. ▌
    Review Pr Team 2 · nvidia

    Agent-team-based parallel code review for NVIDIA-NeMo/RL pull requests. Spawns specialized agents (RL expert, submodule experts, bug finder, design reviewer, test agent, devil's advocate, comment reviewer) that coordinate via shared task list and direct messaging. Leader orchestrates, collates ALL findings, and presents to user for approval before posting.
    2.2k repo stars
23. ▌
    Config Conventions 2 · nvidia

    Configuration conventions for NeMo-RL. YAML is the single source of truth for defaults. Covers BaseModel/TypedDict usage, dataclass for internal classes, exemplar YAML updates, and forbidden default patterns.
    2.2k repo stars
24. ▌
    Build And Dependency 2 · nvidia

    Build and dependency management for NeMo-RL. Covers Docker image building and running, uv usage, venv setup, and adding dependencies.
    2.2k repo stars
25. ▌
    Linting And Formatting 2 · nvidia

    Code style guidelines for NeMo-RL (Python and shell). Covers naming, indentation, comments, docstrings, reflection avoidance, and uv usage.
    2.2k repo stars
26. ▌
    Simready Foundation Add Feature 2 · nvidia bundle

    Use for adding SimReady feature docs, manifests, requirement mappings, validation strategy, and index entries.
    2.2k repo stars
27. ▌
    Simready Foundation Add Profile 2 · nvidia bundle

    Use for adding SimReady profile versions with feature bundles, docs, indexes, and validation notes.
    2.2k repo stars
28. ▌
    Simready Foundation Add Validator 2 · nvidia bundle

    Use for adding executable SimReady validators that report requirement IDs with focused pass/fail coverage.
    2.2k repo stars
29. ▌
    Simready Foundation Add Capability 2 · nvidia bundle

    Add SimReady capability docs, requirement indexes, validation stubs, and registrations for new requirement families.
    2.2k repo stars
30. ▌
    Simready Foundation Create Package 2 · nvidia bundle

    Use for creating SimReady packages with package sample scripts, WRAPP setup, root USD inputs, validation phases, and fallback modes.
    2.2k repo stars
31. ▌
    Simready Foundation Update Feature 2 · nvidia bundle

    Use for updating SimReady features with new versions, requirement changes, manifests, docs, and profile notes.
    2.2k repo stars
32. ▌
    Simready Foundation Update Profile 2 · nvidia bundle

    Use for updating SimReady profile versions, feature bundles, docs, and adapter notes.
    2.2k repo stars
33. ▌
    Simready Foundation Add Requirement 2 · nvidia bundle

    Use for adding atomic SimReady requirements with stable IDs, docs, examples, indexes, and validator follow-up.
    2.2k repo stars
34. ▌
    Simready Foundation Add Runtime Test 2 · nvidia bundle

    Use for adding SimReady runtime tests, runner expectations, batch/job/report notes, and validation evidence.
    2.2k repo stars
35. ▌
    Simready Foundation Update Validator 2 · nvidia bundle

    Use for updating SimReady validators, failure messages, edge cases, and tests while preserving requirement semantics.
    2.2k repo stars
36. ▌
    Simready Foundation Update Capability 2 · nvidia bundle

    Use for updating SimReady capability docs, requirement indexes, validation registration, and feature references.
    2.2k repo stars
37. ▌
    Simready Foundation Update Requirement 2 · nvidia bundle

    Use for updating SimReady requirement docs, semantics, validator alignment, and profile impact notes.
    2.2k repo stars
38. ▌
    Simready Foundation Add Feature Adapter 2 · nvidia bundle

    Use for adding SimReady feature adapters that mutate USD assets between exact feature or profile versions.
    2.2k repo stars
39. ▌
    Simready Foundation Conform Fet 000 Core 2 · nvidia bundle

    Use for repairing SimReady Core naming, asset layout, unresolved paths, and undefined prim failures.
    2.2k repo stars
40. ▌
    Simready Foundation Update Feature Adapter 2 · nvidia bundle

    Use for updating SimReady feature adapters, USD mutation logic, tests, and source/target metadata.
    2.2k repo stars
41. ▌
    Simready Foundation Conform Fet 001 Minimal 2 · nvidia bundle

    Use for repairing SimReady Minimal assets: units, upAxis, defaultPrim, hierarchy, mesh quality, extents, and origin placement.
    2.2k repo stars
42. ▌
    Simready Foundation Conform Fet 006 Materials 2 · nvidia bundle

    Use for repairing SimReady material bindings, USDPreview or MDL shaders, texture paths, sizes, and color spaces.
    2.2k repo stars
43. ▌
    Simready Foundation Conform Fet 021 Robot Core 2 · nvidia bundle

    Use for repairing SimReady robot core layout, thumbnails, robot schema, relationships, and root joint pinning.
    2.2k repo stars
44. ▌
    Simready Foundation Validate Foundation Change 2 · nvidia bundle

    Use for auditing SimReady requirement, validator, feature, profile, adapter, test, and skill consistency.
    2.2k repo stars
45. ▌
    Simready Foundation Conform Fet 023 Robot Materials 2 · nvidia bundle

    Use for repairing SimReady robot material organization under the top-level Looks scope.
    2.2k repo stars
46. ▌
    Simready Foundation Conform Fet 024 Base Articulation 2 · nvidia bundle

    Use for repairing SimReady base articulation roots and PhysX collision-clearance evidence.
    2.2k repo stars
47. ▌
    Simready Foundation Conform Fet 003 Rigid Body Physics 2 · nvidia bundle

    Use for repairing SimReady rigid-body and collider conformance for neutral or PhysX prop assets.
    2.2k repo stars
48. ▌
    Simready Foundation Conform Fet 007 Nonvisual Materials 2 · nvidia bundle

    Use for repairing SimReady nonvisual sensor material attributes on bound USD materials.
    2.2k repo stars
49. ▌
    Simready Foundation Conform Fet 005 Simulate Grasp Physi 2 · nvidia bundle

    Use for vision-guided SimReady grasp repair, grasp_identifier curves, and physics-material triage.
    2.2k repo stars
50. ▌
    Simready Foundation Conform Fet 004 Simulate Multi Body 2 · nvidia bundle

    Use for repairing SimReady multibody physics: rigid bodies, joints, articulation roots, and PhysX variants.
    2.2k repo stars
51. ▌
    Amc Run Video Calibration 2 · nvidia bundle

    Calibrates pre-recorded `cam_*.mp4` datasets through the AutoMagicCalib REST API. Use for user-supplied local MP4s; route live RTSP streams to `amc-run-rtsp-calibration`.
    2.2k repo stars
52. ▌
    Nemotron Policy Generator 2 · nvidia bundle

    Generates BYO custom safety policies for NVIDIA Nemotron content-safety guardrails — Nemotron-Content-Safety-Reasoning-4B (text) and multimodal Nemotron-3-Content-Safety. Produces a Markdown policy, JSON taxonomy, and drop-in inference prompts. Maps rough words or an existing policy to V2 categories, adding custom categories or topic-following rules.
    2.2k repo stars
53. ▌
    Amc Run Sample Calibration 2 · nvidia bundle

    Run end-to-end calibration on the shipped sample dataset (sdg_08_2_sample_data_010926.zip) against a running AMC microservice. Use when user says 'test sample dataset', 'run sample calibration', 'verify AMC install', or 'launch and test'.
    2.2k repo stars
54. ▌
    Holoscan Install Container 2 · nvidia bundle

    Install Holoscan SDK via the NGC Docker container. Use for container-based installs; not for native apt/pip/Conda installs.
    2.2k repo stars
55. ▌
    Nemotron Retrieval Recipes 2 · nvidia bundle

    Use when planning, debugging, tuning, evaluating, exporting, or deploying public Nemotron `embed`/`rerank` retrieval recipes.
    2.2k repo stars
56. ▌
    Deepstream Profile Pipeline 2 · nvidia bundle

    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 measure FPS.
    2.2k repo stars
57. ▌
    Vss Manage Video Io Storage 2 · nvidia bundle

    Use to call the VIOS REST API (sensor list, timelines, clip extraction, snapshots, add/delete sensors and streams). Not for VLM inference or search.
    2.2k repo stars
58. ▌
    Deepstream Generate Pipeline 2 · nvidia bundle

    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 infer on image', 'run inference on video', 'detect objects in stream', 'save inference output', 'deepstream pipeline', 'gst-launch pipeline', 'process video with detection', 'build a pipeline', or any request involving GStreamer/DeepStream elements (nvinfer, nvstreammux, nvtracker, etc.).
    2.2k repo stars
59. ▌
    Mcore Linting And Formatting 2 · nvidia bundle

    Linting and formatting for Megatron-LM. Covers running autoformat.sh, tools (ruff, black, isort, pylint, mypy), and code style rules.
    2.2k repo stars
60. ▌
    Vss Setup Behavior Analytics 2 · nvidia bundle

    Use to deploy the vss-behavior-analytics service standalone (entrypoint, config-source, optional calibration). Not for the full warehouse deploy.
    2.2k repo stars
61. ▌
    Nv Generate Mr Brain Finetune 2 · nvidia bundle

    Used for finetuning NV-Generate-CTMR MR-Brain v1 for T1, T2, FLAIR, SWI, or MRA data from a NIfTI datalist. Not for clinical or production data approval.
    2.2k repo stars
62. ▌
    Vss Setup Video Analytics API 2 · nvidia bundle

    Use to deploy the vss-video-analytics-api REST service standalone (config-source, data-log bind, Elasticsearch, optional Kafka). Not for full warehouse deploy.
    2.2k repo stars
63. ▌
    Cupynumeric Parallel Data Load 2 · nvidia bundle

    Load a sharded, on-disk dataset (sharded .npy, Parquet/Arrow, raw binary, sharded HDF5, custom layouts) into a distributed cuPyNumeric ndarray via a manual partition + leaf @task launch with CPU/OMP/GPU variants. Use when no single-call loader fits, including when per-shard row counts differ across files. Prefer cupynumeric.load or legate.io.hdf5.from_file when they apply.
    2.2k repo stars
64. ▌
    Deepstream Import Vision Model 2 · nvidia bundle

    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 engine build, custom nvinfer bbox parser, multi-stream benchmark, and PDF report. Object detection models only.
    2.2k repo stars
65. ▌
    Earth2studio Create Datasource 2 · nvidia bundle

    Create and validate Earth2Studio data source wrappers (DataSource, ForecastSource, DataFrameSource, ForecastFrameSource) from remote stores. Do NOT use for fetching data with existing sources, model inference, or installation tasks.
    2.2k repo stars
66. ▌
    Earth2studio Create Diagnostic 2 · nvidia bundle

    Create Earth2Studio diagnostic model wrappers for single-step data transformations, including simple derived diagnostics, packaged AutoModel diagnostics, and generative or diffusion diagnostics. Do NOT use for prognostic time-stepping models, data sources, or installation.
    2.2k repo stars
67. ▌
    Earth2studio Create Prognostic 2 · nvidia bundle

    Create Earth2Studio prognostic (time-stepping forecast) model wrappers. Do NOT use for diagnostic models, data sources, or installation.
    2.2k repo stars
68. ▌
    Nemo Automodel Launcher Config 2 · nvidia bundle

    Configure NeMo AutoModel job launches for interactive runs, Slurm clusters, and SkyPilot cloud execution.
    2.2k repo stars
69. ▌
    Cupynumeric Migration Readiness 2 · nvidia bundle

    Pre-migration readiness assessor for porting NumPy to cuPyNumeric. Use BEFORE substantial porting work begins when the user asks whether code will scale on GPU, whether they should migrate to cuPyNumeric, which NumPy patterns transfer cleanly, what must be refactored before porting, or mentions pre-port assessment, scaling analysis, or refactor planning. Inspect the user's source code, look up NumPy usage, cross-reference the cuPyNumeric API support manifest, and distinguish distributed-scaling-friendly patterns from blockers such as unsupported APIs, scalar synchronization, host round-trips, Python/object-heavy control flow, shape/data-dependent branching, and in-place mutation hazards. Produce a verdict of READY, LIGHT REFACTOR, SIGNIFICANT REFACTOR, or NOT RECOMMENDED, with concrete refactor pointers.
    2.2k repo stars
70. ▌
    Nemo Mbridge Perf Memory Tuning 2 · nvidia bundle

    Techniques for reducing peak GPU memory in Megatron Bridge — expandable segments, PEFT + SP input re-gather, parallelism resizing, activation recompute, CPU offloading constraints, and common OOM fixes.
    2.2k repo stars
71. ▌
    Cuopt Numerical Optimization API 2 · nvidia bundle

    LP, MILP, and QP (beta) with cuOpt — Python, C, and CLI. Use when the user is solving LP, MILP, or QP with any cuOpt interface.
    2.2k repo stars
72. ▌
    Digital Health Clinical Asr Eval 2 · nvidia bundle

    Stage 3 of Clinical ASR Flywheel. Score a NeMo manifest, produce the five-section KER leaderboard (by-ipa_source diagnostic). Not for ASR auth (/riva-asr).
    2.2k repo stars
73. ▌
    Nemo Mbridge Mlm Bridge Training 2 · nvidia bundle

    Run Megatron-LM (MLM) and Megatron Bridge training with mock or real data. Covers correlation testing, available recipes, and multi-GPU examples.
    2.2k repo stars
74. ▌
    Cuopt Multi Objective Exploration 2 · nvidia bundle

    Trace, complete, and interpret the Pareto frontier across competing objectives using repeated single-objective cuOpt solves (weighted-sum and ε-constraint).
    2.2k repo stars
75. ▌
    Digital Health Clinical Asr Build 2 · nvidia bundle

    Stage 2 of the Clinical ASR Flywheel. Use when curating clinical terms, tagging IPA, and synthesizing a NeMo manifest. NOT for scoring (use /digital-health-clinical-asr-eval).
    2.2k repo stars
76. ▌
    Digital Health Clinical Asr Setup 2 · nvidia bundle

    Stage 1 of Clinical ASR Flywheel. Use when bootstrapping a cycle: NVCF+MW disclosure, NVIDIA_API_KEY check, deps install, TTS+ASR smoke test.
    2.2k repo stars
77. ▌
    Nemo Automodel Recipe Development 2 · nvidia bundle

    Create and modify NeMo AutoModel training and evaluation recipes, including YAML structure, builders, and execution flow.
    2.2k repo stars
78. ▌
    Nemo Mbridge Perf Moe Comm Overlap 2 · nvidia bundle

    MoE expert-parallel communication overlap in Megatron Bridge. Covers dispatch/combine overlap, flex dispatcher backends, and expert wgrad scheduling.
    2.2k repo stars
79. ▌
    Nemo Mbridge Perf Moe Long Context 2 · nvidia bundle

    Long-context MoE training guidance for Megatron Bridge. Covers CP sizing, selective recompute, dispatcher choices, and practical patterns from DSV3, Qwen3, and Qwen3-Next long-context experiments.
    2.2k repo stars
80. ▌
    Nemo Mbridge Perf Moe Vlm Training 2 · nvidia bundle

    Practical guidance for training MoE VLMs in Megatron Bridge. Compares FSDP and 3D-parallel approaches, using rounded lessons from Qwen3-VL, Qwen3-Next, and other multimodal experiments.
    2.2k repo stars
81. ▌
    Nemo Mbridge Perf Sequence Packing 2 · nvidia bundle

    Validate and use packed sequences and long-context training in Megatron-Bridge, including offline LLM packing, collate-time VLM packing, Energon online packing, and CP constraints.
    2.2k repo stars
82. ▌
    Hsb Test 2 · nvidia bundle

    Execute QA test plans on Holoscan Sensor Bridge hardware. Reads a user-provided test document, filters tests by the user's setup, determines which tests can run automatically, executes them with pass/fail evaluation, and produces a structured test results report.
    2.2k repo stars
83. ▌
    Hsb Flash 2 · nvidia bundle

    Flash the FPGA on an HSB board connected to an NVIDIA devkit. Supports HSB Lattice boards (FPGA versions 2407, 2412, 2507, 2510) and Leopard Imaging VB1940 "all-in-one" cameras (FPGA versions 2507, 2510). Uses release-specific YAML manifests and board-type-specific program commands. Lattice and VB1940 commands must never be mixed.
    2.2k repo stars
84. ▌
    Hsb Setup 2 · nvidia bundle

    Clone the latest NVIDIA Holoscan Sensor Bridge repo, ask which supported devkit is being used, configure the host per platform, build the correct demo container, run it, and verify HSB connectivity by pinging 192.168.0.2. Use for Holoscan Sensor Bridge setup, build, container launch, and first-connectivity bring-up.
    2.2k repo stars
85. ▌
    Cudaq Guide 2 · nvidia bundle

    CUDA-Q onboarding guide for installation, test programs, GPU simulation, QPU hardware, and quantum applications.
    2.2k repo stars
86. ▌
    Cuopt Install 2 · nvidia bundle

    Install cuOpt for Python, C, or server via pip, conda, or Docker; verify the install. For building cuOpt from source, see cuopt-developer.
    2.2k repo stars
87. ▌
    Mcore Testing 2 · nvidia bundle

    Test system for Megatron-LM. Covers test layout, recipe YAML structure, adding and running unit and functional tests, golden values, marker filters, and CI parity.
    2.2k repo stars
88. ▌
    Nv Reason Cxr 2 · nvidia bundle

    Used for command-shape or live NV-Reason-CXR chest X-ray reasoning smoke tests. Not for diagnosis or clinical reporting.
    2.2k repo stars
89. ▌
    Nv Segment Ct 2 · nvidia bundle

    Used for running NV-Segment-CT VISTA3D on CT NIfTI volumes and recording label-map evidence.
    2.2k repo stars
90. ▌
    Vss Ask Video 2 · nvidia bundle

    Use this skill to ask the VSS agent's video_understanding tool a fresh visual question about a recorded clip. Not for prior tool output, search hits, or metadata-answerable questions.
    2.2k repo stars
91. ▌
    Deepstream Dev 2 · nvidia bundle

    NVIDIA DeepStream SDK development with Python pyservicemaker API. Use when building video analytics pipelines, GStreamer-based video processing, TensorRT inference integration, object detection/tracking, or Kafka/message broker integration.
    2.2k repo stars
92. ▌
    Deepstream Sop 2 · nvidia bundle

    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 perform assembly-line steps in order via event boundary detection (GEBD) plus VLM classification. Trigger even if the user does not name it: verify operator step sequence, detect missing or out-of-order SOP steps, score factory/work-cell video for procedure compliance, run VLM-based SOP checking on industrial cameras, or call /v1/chat/completions with a file, RTSP, or Basler camera. Also trigger for its internals: SOPVideoProcessor, DeepStream GEBD model (e.g. DDM) via Triton CAPI, nvds_custom_postprocess, Cosmos Reason 1/2 vLLM, SSE streaming, Kafka NvProto/JSON output, Basler/Pylon camera + emulation, Docker compose, chunk-level latency. Do NOT trigger for generic DeepStream pipelines, object detection/tracking, NIM imports, or video summarization.
    2.2k repo stars
93. ▌
    Holoscan Setup 2 · nvidia bundle

    Guides Holoscan SDK installation: inspects the host, assesses platform compatibility, recommends an install method, and delegates to the matching install skill.
    2.2k repo stars
94. ▌
    Mcore Split Pr 2 · nvidia bundle

    Split a PR into multiple PRs to reduce the number of required CODEOWNERS reviewer groups.
    2.2k repo stars
95. ▌
    Nemo Retriever 2 · nvidia bundle

    Use when the user wants to search, query, extract, transcribe, describe, quote, filter, or aggregate across documents — PDFs, scanned forms / images (`.jpg` `.png` `.tiff`), Office (`.docx` `.pptx`), text (`.html` `.txt`), audio (`.mp3` `.wav` `.m4a`), or video (`.mp4` `.mov`). Prefer this over native Read / Grep for multi-file or non-PDF corpora. Not for: editing files, web browsing, single-file plain-text lookups, fine-tuning.
    2.2k repo stars
96. ▌
    Nv Generate Mr 2 · nvidia bundle

    Used for generating synthetic body MRI volumes with NV-Generate-CTMR rflow-mr. Not for paired masks or production training data.
    2.2k repo stars
97. ▌
    Cuopt Developer 2 · nvidia bundle

    Modify, build, test, debug, and contribute to NVIDIA cuOpt (C++/CUDA, Python, server, CI). Use for solver internals, PRs, DCO, and code conventions.
    2.2k repo stars
98. ▌
    Nemotron Speech 2 · nvidia bundle

    Routes NVIDIA Nemotron Speech (Riva) NIM tasks — deploys, runs, and tests ASR, TTS, and NMT NIMs on build.nvidia.com or self-hosted.
    2.2k repo stars
99. ▌
    Nv Segment Ctmr 2 · nvidia bundle

    Used for running NV-Segment-CTMR on CT or MRI NIfTI volumes and recording label-map evidence. Not for clinical interpretation.
    2.2k repo stars
100. ▌
     Cupynumeric Hdf5 2 · nvidia bundle

     Read and write large cuPyNumeric arrays to HDF5 with Legate's parallel, distributed HDF5 I/O (legate.io.hdf5: to_file, from_file, from_file_batched). Use when a developer needs to save a cuPyNumeric array to an .h5/.hdf5 file, load an HDF5 dataset into a distributed cuPyNumeric array, read a large HDF5 dataset in chunks, hand arrays to an HPC pipeline as a single file, or accelerate HDF5 disk I/O with GPUDirect Storage (GDS). Do not use it for Parquet/cuDF/raw-binary or other sharded/custom layouts (see the cupynumeric-parallel-data-load skill), Zarr or object-store/S3 output, .npz or pickled archives, plain h5py without cuPyNumeric, or pure array compute such as FFT, matmul, or reductions.
     2.2k repo stars