NVIDIA NemoClaw: Reference Stack for Sandboxed AI Agents in OpenShell
NVIDIA NemoClaw is an open source reference stack for running supported AI agents more safely inside NVIDIA OpenShell sandboxes.
It provides guided onboarding, managed inference, network policy, managed integrations, snapshots, and lifecycle operations through the NemoClaw CLI and its agent-specific aliases.
Supported agents:
For capabilities, architecture, security controls, and the full feature list, see the NemoClaw documentation.
Get Started
Start with Your Coding Agent
Use the starter prompt when you want Cursor, Claude Code, Codex, Copilot, or another local coding agent to install NemoClaw with you.
Copy the NemoClaw starter prompt.
The prompt tells your agent to use NemoClaw docs and skills, ask one question at a time, run commands only with your approval, and keep secrets out of chat.
Install Using the Installer in Your Terminal
Review Prerequisites before installing.
On a supported DGX or Windows Subsystem for Linux (WSL) host, press Enter at the Run express install with these settings? [Y/n]: prompt to use the recommended preset settings for that platform.
Express install mode installs OpenClaw by default.
If you accept, refer to NemoClaw Quickstart with OpenClaw.
Enter n if you want to choose Hermes or LangChain Deep Agents Code, a sandbox name, an inference provider, and a model interactively.
When connecting to a Hermes sandbox from a light terminal, NemoClaw may install a managed nemoclaw-light Hermes skin for readable assistant text; it removes that managed skin state again when the terminal no longer needs it and preserves any user-selected Hermes skin.
Documentation
Refer to the following pages on the official documentation website for more information on NemoClaw.
| Page |
Description |
| Overview |
What NemoClaw does and how it fits together. |
| Architecture Overview |
High-level overview of the host CLI, agent integration layer, blueprint, sandbox lifecycle, and protection layers. |
| Ecosystem |
How OpenClaw, OpenShell, and NemoClaw form a stack and when to use NemoClaw versus OpenShell alone. |
| Architecture Details |
Detailed description of agent integration structure, blueprint lifecycle, sandbox environment, and host-side state. |
| Prerequisites |
Hardware, software, and supported platforms, with any platform-specific pre-setup. |
| Choose an Inference Provider |
Supported providers, validation, and routed inference configuration. |
| Network Policies |
Baseline rules, operator approval flow, and egress control. |
| Customize Network Policy |
Static and dynamic policy changes, presets. |
| Security Best Practices |
Controls reference, risk framework, and posture profiles for sandbox security. |
| Sandbox Hardening |
Container security measures, capability drops, process limits. |
| CLI Commands |
Full NemoClaw CLI command reference. |
| Troubleshooting |
Common issues and resolution steps. |
Join the NemoClaw community to ask questions, share feedback, and report issues.
NemoClaw is an alpha project, so maintainers review issues, discussions, and pull requests on a best effort basis without guaranteed response timelines.
Contributing
We welcome contributions. See CONTRIBUTING.md for development setup, coding standards, and the PR process.
Prepare a source checkout without creating a runtime sandbox:
./scripts/dev-setup.sh
Or ask a compatible coding agent to use the repository's contributor-onboarding skill:
Set up this machine as a NemoClaw contributor and prepare it for a first PR.
The contributor path is separate from the end-user installer above.
The default and --repair modes change only repository-local dependencies, builds, and hooks.
Use ./scripts/dev-setup.sh --expose-cli only when you explicitly want a host-visible development CLI.
Use ./scripts/dev-setup.sh --with-runtime only when your change needs sandbox validation; that approved flow also opts into CLI exposure.
Security
NVIDIA takes security seriously.
If you discover a vulnerability in NemoClaw, DO NOT open a public issue.
Use one of the private reporting channels described in SECURITY.md:
For security bulletins and PSIRT policies, visit the NVIDIA Product Security portal.
Current Priorities
NemoClaw's current priorities are maintained here as a public orientation point for contributors and community members.
This list is not a delivery commitment, support promise, or fixed roadmap; priorities can change as maintainers respond to security, quality, platform readiness, and community feedback.
- Improve install and onboarding reliability across tested platforms.
- Strengthen sandbox hardening, credential handling, and network-policy defaults.
- Validate local and routed inference behavior for supported provider paths.
- Keep documentation, troubleshooting guidance, and agent skills aligned with supported workflows.
For specific scoped work, use GitHub Issues and start broader proposals in GitHub Discussions.
Security vulnerabilities must use the private reporting channels in SECURITY.md, not public issues.
Notice and Disclaimer
This software automatically retrieves, accesses or interacts with external materials. Those retrieved materials are not distributed with this software and are governed solely by separate terms, conditions and licenses. You are solely responsible for finding, reviewing and complying with all applicable terms, conditions, and licenses, and for verifying the security, integrity and suitability of any retrieved materials for your specific use case. This software is provided "AS IS", without warranty of any kind. The author makes no representations or warranties regarding any retrieved materials, and assumes no liability for any losses, damages, liabilities or legal consequences from your use or inability to use this software or any retrieved materials. Use this software and the retrieved materials at your own risk.
License
Apache 2.0. See LICENSE.
这是 NVIDIA 的一个开源参考技术栈，用于在 NVIDIA OpenShell 沙箱中更安全地运行 OpenClaw、Hermes 和 LangChain Deep Agents 等 AI 智能体，并通过它的 CLI 提供托管的推理、网络策略和生命周期管理。