nemoclaw-user-overview

Explain NemoClaw's integration of OpenClaw and OpenShell for sandbox creation and inference routing.

22.1k|3.0k|Updated Mar 15, 2026
One-click install
npx skills add https://github.com/NVIDIA/NemoClaw --skill nemoclaw-user-overview
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: nemoclaw-user-overview
Source: https://github.com/NVIDIA/NemoClaw/tree/main/.agents/skills/nemoclaw-user-overview
Command: npx skills add https://github.com/NVIDIA/NemoClaw --skill nemoclaw-user-overview

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

NemoClaw User Overview solves the operator and platform-engineer pain of understanding how OpenClaw, OpenShell, and NemoClaw fit together and when to choose the NemoClaw reference stack versus integrating OpenShell and OpenClaw directly. It distills architecture, lifecycle, and operational responsibilities so teams can make informed decisions about onboarding, sandboxing, and inference routing. The document also explains what NemoClaw automates (blueprint-driven sandbox creation, provider wiring, and state migration) versus what remains an operator responsibility.

Core Features & Use Cases

  • Stack relationship: Clear mapping of responsibilities between OpenClaw (assistant), OpenShell (sandbox/runtime/policy), and NemoClaw (blueprint, CLI, onboarding).
  • Onboarding and orchestration: Describes nemoclaw onboard, blueprint execution, and how the plugin and blueprint interact with the OpenShell CLI and gateway.
  • Security and lifecycle: Summarizes protection layers (network, filesystem, process, inference), blueprint digest verification, and state migration patterns.
  • Use Case: Operator wants a reproducible, hardened OpenClaw sandbox with routed inference and minimal custom integration; this page guides that choice and the steps involved.

Quick Start

Run the nemoclaw onboard command from your host to validate credentials, select a provider, and create a hardened OpenClaw sandbox configured with routed inference and default NemoClaw policies.

Frequently Asked Questions about nemoclaw-user-overview

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What is NemoClaw and how does it relate to OpenShell and OpenClaw?

NemoClaw is a blueprint and onboarding layer that integrates OpenClaw assistants with the OpenShell sandbox runtime, automating sandbox creation, provider wiring, and managed inference routing for operators.

How do I onboard a sandboxed agent using NemoClaw?

To onboard a sandboxed agent with NemoClaw, run the nemoclaw onboard command from your host to validate credentials, select an inference provider, and create a hardened OpenClaw sandbox configured with routed inference and default policies.

When should I use NemoClaw instead of integrating OpenShell directly?

Use NemoClaw when you need a reproducible, hardened OpenClaw sandbox with routed inference and minimal custom integration, rather than manually wiring OpenShell runtime, policy, and inference routing components yourself.

What security and lifecycle protection layers does NemoClaw manage?

NemoClaw manages network, filesystem, process, and inference protection layers, including blueprint digest verification and state migration patterns to ensure secure sandbox lifecycle operations.

Can I configure custom inference providers with NemoClaw blueprints?

Yes, NemoClaw blueprint execution supports configuring inference providers through the onboarding command, allowing operators to select and wire providers into the OpenShell gateway for routed inference.

What are the limitations of using NemoClaw for sandbox orchestration?

NemoClaw automates blueprint-driven sandbox creation, provider wiring, and state migration, but operators remain responsible for lifecycle management, policy configuration, and network and inference controls beyond default settings.