skills
NVIDIA · NVIDIA/skills
Plugin chính thức của NVIDIA này cung cấp các kỹ năng agent để chạy các quy trình làm việc AI vật lý, robot, mô phỏng, CUDA và RAG trong Claude Code và các agent mã hóa khác.
Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.
Xem trước
Bạn có thể làm gì với nó
- Tự động hóa các tác vụ mô phỏng và triển khai robot phức tạp.
- Phát triển và tối ưu hóa các ứng dụng tăng tốc CUDA với sự hỗ trợ của agent.
- Tích hợp các mô hình RAG vào các ứng dụng AI để tăng cường truy xuất kiến thức.
Kiểm tra an toàn
Dùng được, nhưng nên đọc ghi chú trước.
- ●Có cụm từ thường dùng trong tấn công prompt injection (có thể chỉ là tài liệu nói về nó). Đọc file trước khi cài.
skills/physical-ai-infrastructure-setup-and-resilient-scaling/components/osmo-cli/agents/workflow-expert.md
Quét tự động các file trong repo. Luôn xem lại code trước khi chạy.
Trích từ README
NVIDIA Agent Skills
Official, NVIDIA-verified Agent Skills for Claude Code, Codex, and other coding agents.
📖 Docs: docs.nvidia.com/skills · 📺 Livestream: From Vulnerable to Verified · 📝 Blog: NVIDIA Verified Agent Skills: Capability Governance for AI Agents
Skills are portable instruction sets that teach AI agents how to use NVIDIA software optimally: Physical AI and robotics workflows, simulation, CUDA-X libraries, RAG and AI Blueprints, and platform tools. This repository is a catalog: skills are maintained in their respective product repos, and mirrored here daily via an automated sync pipeline. Skills are being added continuously, so check back for updates. We are building this infrastructure in the open, and contributions are welcome. See the Roadmap for what is planned next.
Quickstart
Install NVIDIA skills with the default skills CLI flow:
npx skills add nvidia/skills
The 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.
Requires a current
skillsCLI (v1.5.16 or newer). Installing vianpx skills@latest add nvidia/skillsalways uses the latest. On older CLIs (v1.5.15 and earlier), skills may install but not appear in Claude Code — see Troubleshooting.
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. In Claude Code, run /reload-skills to load newly installed skills in your current session.
Install One Skill Without Prompts
Use this when you already know the skill name and want to skip prompts.
npx skills add nvidia/skills --skill cuopt-numerical-optimization-api --yes
Replace cuopt-numerical-optimization-api with any skill name from the Skill Catalog.
Install for a Specific Agent
Use --agent to target a specific AI coding agent. Initially, we'll support common client targets, expanding the list over time. For the full list of clients supported by the spec, see the skills CLI Supported Agents table.
Claude Code
npx skills add nvidia/skills --skill cuopt-numerical-optimization-api --agent claude-code
Codex
npx skills add nvidia/skills --skill cuopt-numerical-optimization-api --agent codex
Snowflake CoCo
npx skills add nvidia/skills --skill cuopt-numerical-optimization-api --agent cortex
Cursor
npx skills add nvidia/skills --skill cuopt-numerical-optimization-api --agent cursor
Kiro
npx skills add nvidia/skills --skill cuopt-numerical-optimization-api --agent kiro-cli
Use --agent more than once to install the same skill into multiple agents.
npx skills add nvidia/skills \
--skill cuopt-numerical-optimization-api \
--agent claude-code \
--agent codex \
--agent cursor \
--agent kiro-cli
Keep Skills Up to Date
New skills land continuously, and existing ones are revised, renamed, or consolidated as the catalog evolves. Refresh what you have installed with:
npx skills update
Run it interactively and the CLI also flags skills that were removed or merged upstream (for example, when several skills are consolidated into one) and offers to remove the stale local copies. Use npx skills list to see what is installed and npx skills check to preview what is out of date first.
Browse the Catalog
Use this when you want to see available NVIDIA skills before installing anything.
npx skills add nvidia/skills --list
For non-interactive installs, global installs, agent-specific installs, updates, removals, and fallback manual copying, see Advanced installation.
Skill Catalog
| Product | Description | Skills |
|---|---|---|
| BioNeMo Libraries | Accelerate cheminformatics, genomic analysis, and equivariant model development with NVIDIA GPU libraries and tools. | bionemo-nvmolkit-usage |
| BioNeMo NIMs | Run and combine BioNeMo NIM microservices for biomolecular research and drug discovery through hosted APIs or local deployments. | bionemo-drug-discovery-pipeline, bionemo-msa-structure-prediction-pipeline, bionemo-openfold2-nim, bionemo-molmim-nim, bionemo-diffdock-nim, bionemo-genmol-nim, bionemo-evo2-nim, bionemo-rfdiffusion-nim, bionemo-openfold3-nim, bionemo-proteinmpnn-nim, bionemo-msa-search-nim, bionemo-boltz2-nim |
| BioNeMo Open Models | Apply BioNeMo open models to molecular property prediction and generative protein design. | bionemo-kermt-add-cmim-pretrain, bionemo-kermt-continue-pretrain, bionemo-kermt-embed, bionemo-kermt-finetune, bionemo-kermt-infer, bionemo-kermt-monitor, [`bionemo-kermt |