Official, NVIDIA-verified skills for AI agents.
๐ Docs: docs.nvidia.com/skills ย ยทย ๐บ Livestream: From Vulnerable to Verified ย ยทย ๐ Blog: NVIDIA Verified Agent Skills: Capability Governance for AI Agents
Skills are portable instruction sets that teach AI agents how to use NVIDIA CUDA-X libraries, AI Blueprints, and platform tools correctly. This repository is a catalog: skills are maintained in their respective product repos and mirrored here daily via an automated sync pipeline. We are making NVIDIA skills available publicly and building this catalog in the open; see the Roadmap for what is planned next.
Install NVIDIA skills with the default skills CLI flow:
npx skills add nvidia/skillsThe CLI runs through npx and prompts you to choose a skill and install destination. You do not need to clone this repo or copy skill folders by hand.
The skill is available the next time your agent loads skills and encounters a relevant task. For example, ask your agent to "solve a linear programming problem with cuOpt" and the skill guides it through the cuOpt Python API.
Use this when you already know the skill name and want to skip prompts.
npx skills add nvidia/skills --skill cuopt-numerical-optimization-api-python --yesReplace cuopt-numerical-optimization-api-python with any skill name from the Skill Catalog.
Use --agent to target a specific AI coding agent. These are common client targets; for the full list of supported clients, see the skills CLI Supported Agents table.
Claude Code
npx skills add nvidia/skills --skill cuopt-numerical-optimization-api-python --agent claude-codeCodex
npx skills add nvidia/skills --skill cuopt-numerical-optimization-api-python --agent codexCursor
npx skills add nvidia/skills --skill cuopt-numerical-optimization-api-python --agent cursorKiro
npx skills add nvidia/skills --skill cuopt-numerical-optimization-api-python --agent kiro-cliUse --agent more than once to install the same skill into multiple agents.
npx skills add nvidia/skills \
--skill cuopt-numerical-optimization-api-python \
--agent claude-code \
--agent codex \
--agent cursor \
--agent kiro-cliUse this when you want to see available NVIDIA skills before installing anything.
npx skills add nvidia/skills --listFor non-interactive installs, global installs, agent-specific installs, updates, removals, and fallback manual copying, see Advanced installation.
| Product | Description | Skills | Catalog | Source | Version |
|---|---|---|---|---|---|
| CUDA-Q | CUDA Quantum โ onboarding guide for installation, test programs, GPU simulation, QPU hardware, and quantum applications. | 0 | skills/CUDA-Q/ |
Source | f718fda ยท 2026-05-27 |
| cuOpt | GPU-accelerated optimization โ vehicle routing, linear programming, quadratic programming, installation, server deployment, and developer tools. | 12 | skills/cuopt/ |
Source | dd9b419 ยท 2026-05-26 |
| DALI | GPU-accelerated data loading and processing with NVIDIA DALI. | 0 | skills/DALI/ |
Source | 93b9a59 ยท 2026-05-27 |
| DeepStream | Agentic skills for guided DeepStream development. | 0 | skills/deepstream/ |
Source | 703b4d6 ยท 2026-05-14 |
| Megatron-Bridge | Bridge between NeMo and Megatron โ data processing, model conversion, and training utilities. | 0 | skills/Megatron-Bridge/ |
Source | 1fdebbc ยท 2026-05-27 |
| Megatron-Core | Large-scale distributed training โ model parallelism, pipeline parallelism, and mixed precision. | 0 | skills/Megatron-Core/ |
Source | 88e7ab0 ยท 2026-05-27 |
| Model-Optimizer | Model optimization โ quantization, sparsity, and distillation for efficient inference. | 0 | skills/Model-Optimizer/ |
Source | 9d0d978 ยท 2026-05-26 |
| NeMo Evaluator | LLM evaluation โ launch evaluations, access MLflow results, NeMo Evaluator Launcher assistant, and bring-your-own benchmarks. | 0 | skills/NeMo-Evaluator-Launcher/ |
Source | cdad7cc ยท 2026-05-25 |
| NeMo Gym | RL training environments โ add benchmarks, resources servers, agent wiring, and reward profiling. | 0 | skills/NeMo-Gym/ |
Source | 545a07a ยท 2026-05-26 |
| NeMo-RL | RLHF training on Ray โ GRPO, DPO, and SFT for LLMs and VLMs with FSDP2 and Megatron-Core. | 0 | skills/NeMo-RL/ |
Source | c3bb1d7 ยท 2026-05-27 |
| NemoClaw | Secure agent sandboxing โ run OpenClaw inside NVIDIA OpenShell with managed inference, policy management, remote deployment, sandbox monitoring, and contributor/maintainer workflows. | 0 | skills/NemoClaw/ |
Source | d312144 ยท 2026-05-27 |
| Nemotron Voice Agent | Real-time conversational AI โ deploy speech-to-speech voice agents on Workstation, Jetson Thor, or Cloud NIMs. | 0 | skills/nemotron-voice-agent/ |
Source | a87826c ยท 2026-04-22 |
| RAG Blueprint | RAG pipeline โ deploy, configure, troubleshoot, and manage retrieval augmented generation with Docker Compose or Helm. | 0 | skills/rag/ |
Source | 7f2fca4 ยท 2026-05-26 |
| TensorRT-LLM | LLM inference optimization โ model onboarding, performance analysis and optimization, kernel writing, CI diagnostics, code contribution, and codebase exploration. | 0 | skills/TensorRT-LLM/ |
Source | 46bf87c ยท 2026-05-27 |
| TileGym | Tile-based GPU programming โ adding new kernels, cross-framework conversion, and performance optimization. | 0 | skills/TileGym/ |
Source | 83cf1f4 ยท 2026-05-26 |
| Video Search and Summarization | VSS Blueprint โ deploy profiles, search and summarize video, generate analysis reports, manage alerts and incidents, query VIOS sensors, and use the RTVI VLM microservice. | 0 | skills/video-search-and-summarization/ |
Source | cbdcd16 ยท 2026-05-26 |
For skill-related issues, feature requests, new skill ideas, discussions, and contributions โ use the source repo for the relevant product:
| Product | Issues | Discussions | Contributing | Security |
|---|---|---|---|---|
| CUDA-Q | Issues | Discussions | Contributing | Security |
| cuOpt | Issues | Discussions | Contributing | Security |
| DALI | Issues | Discussions | Contributing | Security |
| DeepStream | Issues | Discussions | Contributing | Security |
| Megatron-Bridge | Issues | Discussions | Contributing | Security |
| Megatron-Core | Issues | Discussions | Contributing | Security |
| Model-Optimizer | Issues | Discussions | Contributing | Security |
| NeMo Evaluator | Issues | Discussions | Contributing | Security |
| NeMo Gym | Issues | Discussions | Contributing | Security |
| NeMo-RL | Issues | Discussions | Contributing | Security |
| NemoClaw | Issues | Discussions | Contributing | Security |
| Nemotron Voice Agent | Issues | Discussions | Contributing | Security |
| RAG Blueprint | Issues | Discussions | Contributing | Security |
| TensorRT-LLM | Issues | Discussions | Contributing | Security |
| TileGym | Issues | Discussions | Contributing | Security |
| Video Search and Summarization | Issues | Discussions | Contributing | Security |
For issues with this catalog repo itself (README, structure, listing a new product): open an issue here.
- โ Public skills catalog with NVIDIA-verified skills across multiple products
- โ Automated sync pipeline with skills mirrored from product repos daily
- โ Security scanning for all published skills covering instruction safety and supply-chain integrity
- ๐ฒ Skills signing so every published skill carries a verifiable NVIDIA signature
- ๐ฒ Skills universal evaluation criteria and task-specific criteria
- ๐ฒ Skill Card with machine-readable metadata for identity, provenance, quality, and behavioral boundaries
- ๐ฒ Compliance gates before external publication
- ๐ฒ Syndication to external marketplaces and MCP hubs
NVIDIA/skills/
โโโ skills/ # All skills, mirrored daily from product repos
โ โโโ README.md # Install guidance for people browsing this folder directly
โ โโโ CUDA-Q/ # CUDA-Q skills
โ โโโ cuopt/ # cuOpt skills
โ โโโ Megatron-Bridge/ # Megatron-Bridge skills
โ โโโ Megatron-Core/ # Megatron-Core skills
โ โโโ Model-Optimizer/ # Model-Optimizer skills
โ โโโ NeMo-Evaluator/ # NeMo Evaluator skills
โ โโโ NeMo-Evaluator-Launcher/
โ โโโ NeMo-Gym/ # NeMo Gym skills
โ โโโ NemoClaw/ # NemoClaw skills
โ โโโ nemotron-voice-agent/ # Nemotron Voice Agent skills
โ โโโ TensorRT-LLM/ # TensorRT-LLM skills
โ โโโ ...
โโโ components.d/ # Product registry โ one file per component, teams onboard here
โ โโโ cuda-q.yml
โ โโโ cuopt.yml
โ โโโ megatron-bridge.yml
โ โโโ ...
โ โโโ tensorrt-llm.yml
โ โโโ README.md # Schema and onboarding instructions
โโโ docs/ # Long-form documentation (published via Fern)
โ โโโ README.md # How to build the docs locally
โ โโโ index.mdx
โ โโโ advanced-install.mdx # Advanced skills CLI usage
โ โโโ agent-skill-trust-pipeline.mdx
โ โโโ release-checklist.mdx
โ โโโ scanning-agent-skills.mdx
โ โโโ signing-agent-skills.mdx
โ โโโ skill-cards.mdx
โโโ fern/ # Fern docs site configuration
โโโ .github/workflows/ # Automated sync pipeline
โโโ CONTRIBUTING.md # Contribution guidelines
โโโ SECURITY.md # Security reporting policy
โโโ CODE_OF_CONDUCT.md # Community code of conduct
โโโ LICENSE # Apache 2.0
Skills are maintained in their respective product repos (see the Source column in the Skill Catalog) and automatically synced to this repo daily.
This repository adheres to the Agent Skills specification:
- Skills are portable directories with a
SKILL.mdfile at their root. - Metadata uses YAML frontmatter with required
nameanddescriptionfields. - Skills follow a progressive disclosure model โ lightweight metadata loads at startup, full instructions load on activation.
- Validate your skill using the
skills-refreference library.
This project is dual-licensed under the Apache License 2.0 and Creative Commons Attribution 4.0 International (CC BY 4.0).