From c077a350ca00fb8c75f33126d23429247f4dae47 Mon Sep 17 00:00:00 2001 From: Miyoung Choi Date: Thu, 28 May 2026 13:45:48 -0700 Subject: [PATCH 1/2] chore: skills signing batch 5 --- .../evals/evals.json | 30 +- .../evals/evals.json | 120 +- .../nemoclaw-user-overview/evals/evals.json | 150 +- .../nemoclaw-user-reference/evals/evals.json | 150 +- skills/nemoclaw-user-overview/SKILL.md | 17 + .../nemoclaw-user-overview/evals/evals.json | 92 ++ .../references/ecosystem.md | 94 ++ .../references/how-it-works.md | 104 ++ .../nemoclaw-highlevel-component-diagram.png | Bin 0 -> 880587 bytes .../references/overview.md | 63 + .../references/release-notes.md | 244 +++ skills/nemoclaw-user-reference/SKILL.md | 18 + .../nemoclaw-user-reference/evals/evals.json | 92 ++ .../references/architecture.md | 260 +++ .../references/cli-selection-guide.md | 205 +++ .../references/commands.md | 1381 ++++++++++++++++ .../references/network-policies.md | 125 ++ .../references/troubleshooting.md | 1421 +++++++++++++++++ 18 files changed, 4161 insertions(+), 405 deletions(-) create mode 100644 skills/nemoclaw-user-overview/SKILL.md create mode 100644 skills/nemoclaw-user-overview/evals/evals.json create mode 100644 skills/nemoclaw-user-overview/references/ecosystem.md create mode 100644 skills/nemoclaw-user-overview/references/how-it-works.md create mode 100644 skills/nemoclaw-user-overview/references/images/nemoclaw-highlevel-component-diagram.png create mode 100644 skills/nemoclaw-user-overview/references/overview.md create mode 100644 skills/nemoclaw-user-overview/references/release-notes.md create mode 100644 skills/nemoclaw-user-reference/SKILL.md create mode 100644 skills/nemoclaw-user-reference/evals/evals.json create mode 100644 skills/nemoclaw-user-reference/references/architecture.md create mode 100644 skills/nemoclaw-user-reference/references/cli-selection-guide.md create mode 100644 skills/nemoclaw-user-reference/references/commands.md create mode 100644 skills/nemoclaw-user-reference/references/network-policies.md create mode 100644 skills/nemoclaw-user-reference/references/troubleshooting.md diff --git a/.agents/skills/nemoclaw-user-agent-skills/evals/evals.json b/.agents/skills/nemoclaw-user-agent-skills/evals/evals.json index 5cb9c25f141..6109419721d 100644 --- a/.agents/skills/nemoclaw-user-agent-skills/evals/evals.json +++ b/.agents/skills/nemoclaw-user-agent-skills/evals/evals.json @@ -3,42 +3,18 @@ "id": "docs-resources-agent-skills-001", "question": "I'm looking at NemoClaw agent skills. Help me find a skill that can guide installation, policy, inference, or operations so I can delegate the right workflow to my AI coding assistant.", "expected_skill": "nemoclaw-user-agent-skills", - "ground_truth": "A NemoClaw-specific answer that helps the user find a skill that can guide installation, policy, inference, or operations and gives enough concrete guidance, decision criteria, verification steps, or risk framing to delegate the right workflow to my AI coding assistant.", - "expected_behavior": [ - "The output directly addresses the user's situation: looking at NemoClaw agent skills.", - "The AI coding assistant loads the expected_skill and references/agent-skills.md", - "The output helps the user find a skill that can guide installation, policy, inference, or operations with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to delegate the right workflow to the AI coding assistant.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/agent-skills.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user find a skill that can guide installation, policy, inference, or operations and gives enough concrete guidance, decision criteria, verification steps, or risk framing to delegate the right workflow to my AI coding assistant." }, { "id": "docs-resources-agent-skills-002", "question": "I'm choosing among multiple NemoClaw skills. Help me understand what each skill is designed to do so I can avoid using a broad assistant when a targeted skill exists.", "expected_skill": "nemoclaw-user-agent-skills", - "ground_truth": "A NemoClaw-specific answer that helps the user understand what each skill is designed to do and gives enough concrete guidance, decision criteria, verification steps, or risk framing to avoid using a broad assistant when a targeted skill exists.", - "expected_behavior": [ - "The output directly addresses the user's situation: choosing among multiple NemoClaw skills.", - "The AI coding assistant loads the expected_skill and references/agent-skills.md", - "The output helps the user understand what each skill is designed to do with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to avoid using a broad assistant when a targeted skill exists.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/agent-skills.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user understand what each skill is designed to do and gives enough concrete guidance, decision criteria, verification steps, or risk framing to avoid using a broad assistant when a targeted skill exists." }, { "id": "docs-resources-agent-skills-003", "question": "I'm letting an agent follow NemoClaw-specific instructions. Help me see why the skill guidance is trustworthy and scoped so I can use agent assistance without losing operational control.", "expected_skill": "nemoclaw-user-agent-skills", - "ground_truth": "A NemoClaw-specific answer that helps the user see why the skill guidance is trustworthy and scoped and gives enough concrete guidance, decision criteria, verification steps, or risk framing to use agent assistance without losing operational control.", - "expected_behavior": [ - "The output directly addresses the user's situation: letting an agent follow NemoClaw-specific instructions.", - "The AI coding assistant loads the expected_skill and references/agent-skills.md", - "The output helps the user see why the skill guidance is trustworthy and scoped with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to use agent assistance without losing operational control.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/agent-skills.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user see why the skill guidance is trustworthy and scoped and gives enough concrete guidance, decision criteria, verification steps, or risk framing to use agent assistance without losing operational control." } ] diff --git a/.agents/skills/nemoclaw-user-get-started/evals/evals.json b/.agents/skills/nemoclaw-user-get-started/evals/evals.json index 08319bc6889..946c2dfea5b 100644 --- a/.agents/skills/nemoclaw-user-get-started/evals/evals.json +++ b/.agents/skills/nemoclaw-user-get-started/evals/evals.json @@ -3,168 +3,72 @@ "id": "docs-get-started-prerequisites-001", "question": "I'm checking prerequisites before installation. Help me verify my host has the required hardware, software, and platform support so I can avoid a failed first setup.", "expected_skill": "nemoclaw-user-get-started", - "ground_truth": "A NemoClaw-specific answer that helps the user verify my host has the required hardware, software, and platform support and gives enough concrete guidance, decision criteria, verification steps, or risk framing to avoid a failed first setup.", - "expected_behavior": [ - "The output directly addresses the user's situation: checking prerequisites before installation.", - "The AI coding assistant loads the expected_skill and references/prerequisites.md", - "The output helps the user verify my host has the required hardware, software, and platform support with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to avoid a failed first setup.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/prerequisites.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user verify my host has the required hardware, software, and platform support and gives enough concrete guidance, decision criteria, verification steps, or risk framing to avoid a failed first setup." }, { "id": "docs-get-started-prerequisites-002", "question": "I'm using a machine with limited CPU, memory, disk, or Docker capacity. Help me understand the practical minimums and known bottlenecks so I can prepare the machine before onboarding starts.", "expected_skill": "nemoclaw-user-get-started", - "ground_truth": "A NemoClaw-specific answer that helps the user understand the practical minimums and known bottlenecks and gives enough concrete guidance, decision criteria, verification steps, or risk framing to prepare the machine before onboarding starts.", - "expected_behavior": [ - "The output directly addresses the user's situation: using a machine with limited CPU, memory, disk, or Docker capacity.", - "The AI coding assistant loads the expected_skill and references/prerequisites.md", - "The output helps the user understand the practical minimums and known bottlenecks with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to prepare the machine before onboarding starts.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/prerequisites.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user understand the practical minimums and known bottlenecks and gives enough concrete guidance, decision criteria, verification steps, or risk framing to prepare the machine before onboarding starts." }, { "id": "docs-get-started-prerequisites-003", "question": "I'm choosing between local, Windows WSL, and remote GPU setup. Help me compare supported platform paths so I can start with the environment most likely to work.", "expected_skill": "nemoclaw-user-get-started", - "ground_truth": "A NemoClaw-specific answer that helps the user compare supported platform paths and gives enough concrete guidance, decision criteria, verification steps, or risk framing to start with the environment most likely to work.", - "expected_behavior": [ - "The output directly addresses the user's situation: choosing between local, Windows WSL, and remote GPU setup.", - "The AI coding assistant loads the expected_skill and references/prerequisites.md", - "The output helps the user compare supported platform paths with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to start with the environment most likely to work.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/prerequisites.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user compare supported platform paths and gives enough concrete guidance, decision criteria, verification steps, or risk framing to start with the environment most likely to work." }, { "id": "docs-get-started-windows-preparation-001", "question": "I'm preparing a Windows machine for NemoClaw. Help me enable WSL 2, Ubuntu, and Docker Desktop correctly so I can enter the standard quickstart from a working Linux environment.", "expected_skill": "nemoclaw-user-get-started", - "ground_truth": "A NemoClaw-specific answer that helps the user enable WSL 2, Ubuntu, and Docker Desktop correctly and gives enough concrete guidance, decision criteria, verification steps, or risk framing to enter the standard quickstart from a working Linux environment.", - "expected_behavior": [ - "The output directly addresses the user's situation: preparing a Windows machine for NemoClaw.", - "The AI coding assistant loads the expected_skill and references/windows-preparation.md", - "The output helps the user enable WSL 2, Ubuntu, and Docker Desktop correctly with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to enter the standard quickstart from a working Linux environment.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/windows-preparation.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user enable WSL 2, Ubuntu, and Docker Desktop correctly and gives enough concrete guidance, decision criteria, verification steps, or risk framing to enter the standard quickstart from a working Linux environment." }, { "id": "docs-get-started-windows-preparation-002", "question": "I'm unsure whether Windows-specific setup is complete. Help me check the WSL and Docker integration steps that commonly block installs so I can fix host issues before running the NemoClaw installer.", "expected_skill": "nemoclaw-user-get-started", - "ground_truth": "A NemoClaw-specific answer that helps the user check the WSL and Docker integration steps that commonly block installs and gives enough concrete guidance, decision criteria, verification steps, or risk framing to fix host issues before running the NemoClaw installer.", - "expected_behavior": [ - "The output directly addresses the user's situation: unsure whether Windows-specific setup is complete.", - "The AI coding assistant loads the expected_skill and references/windows-preparation.md", - "The output helps the user check the WSL and Docker integration steps that commonly block installs with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to fix host issues before running the NemoClaw installer.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/windows-preparation.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user check the WSL and Docker integration steps that commonly block installs and gives enough concrete guidance, decision criteria, verification steps, or risk framing to fix host issues before running the NemoClaw installer." }, { "id": "docs-get-started-windows-preparation-003", "question": "I'm ready to leave the Windows preparation guide. Help me confirm the Ubuntu shell can run the required commands so I can follow the quickstart without mixing Windows and Linux instructions.", "expected_skill": "nemoclaw-user-get-started", - "ground_truth": "A NemoClaw-specific answer that helps the user confirm the Ubuntu shell can run the required commands and gives enough concrete guidance, decision criteria, verification steps, or risk framing to follow the quickstart without mixing Windows and Linux instructions.", - "expected_behavior": [ - "The output directly addresses the user's situation: ready to leave the Windows preparation guide.", - "The AI coding assistant loads the expected_skill and references/windows-preparation.md", - "The output helps the user confirm the Ubuntu shell can run the required commands with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to follow the quickstart without mixing Windows and Linux instructions.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/windows-preparation.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user confirm the Ubuntu shell can run the required commands and gives enough concrete guidance, decision criteria, verification steps, or risk framing to follow the quickstart without mixing Windows and Linux instructions." }, { "id": "docs-get-started-quickstart-001", "question": "I'm running the OpenClaw quickstart. Help me install NemoClaw and create my first sandboxed agent so I can send a prompt to a working OpenClaw assistant.", "expected_skill": "nemoclaw-user-get-started", - "ground_truth": "A NemoClaw-specific answer that helps the user install NemoClaw and create my first sandboxed agent and gives enough concrete guidance, decision criteria, verification steps, or risk framing to send a prompt to a working OpenClaw assistant.", - "expected_behavior": [ - "The output directly addresses the user's situation: running the OpenClaw quickstart.", - "The AI coding assistant loads the expected_skill and SKILL.md", - "The output helps the user install NemoClaw and create my first sandboxed agent with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to send a prompt to a working OpenClaw assistant.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the SKILL.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user install NemoClaw and create my first sandboxed agent and gives enough concrete guidance, decision criteria, verification steps, or risk framing to send a prompt to a working OpenClaw assistant." }, { "id": "docs-get-started-quickstart-002", "question": "I'm encountering installer prompts or host preflight checks. Help me understand what the installer is asking for and why so I can continue setup without granting unnecessary access.", "expected_skill": "nemoclaw-user-get-started", - "ground_truth": "A NemoClaw-specific answer that helps the user understand what the installer is asking for and why and gives enough concrete guidance, decision criteria, verification steps, or risk framing to continue setup without granting unnecessary access.", - "expected_behavior": [ - "The output directly addresses the user's situation: encountering installer prompts or host preflight checks.", - "The AI coding assistant loads the expected_skill and SKILL.md", - "The output helps the user understand what the installer is asking for and why with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to continue setup without granting unnecessary access.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the SKILL.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user understand what the installer is asking for and why and gives enough concrete guidance, decision criteria, verification steps, or risk framing to continue setup without granting unnecessary access." }, { "id": "docs-get-started-quickstart-003", "question": "I'm finishing onboarding. Help me verify the sandbox, inference route, and OpenClaw agent are connected so I can know the setup succeeded end to end.", "expected_skill": "nemoclaw-user-get-started", - "ground_truth": "A NemoClaw-specific answer that helps the user verify the sandbox, inference route, and OpenClaw agent are connected and gives enough concrete guidance, decision criteria, verification steps, or risk framing to know the setup succeeded end to end.", - "expected_behavior": [ - "The output directly addresses the user's situation: finishing onboarding.", - "The AI coding assistant loads the expected_skill and SKILL.md", - "The output helps the user verify the sandbox, inference route, and OpenClaw agent are connected with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to know the setup succeeded end to end.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the SKILL.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user verify the sandbox, inference route, and OpenClaw agent are connected and gives enough concrete guidance, decision criteria, verification steps, or risk framing to know the setup succeeded end to end." }, { "id": "docs-get-started-quickstart-hermes-001", "question": "I'm choosing Hermes instead of OpenClaw. Help me launch a sandboxed Hermes API endpoint so I can serve the agent workflow my downstream clients expect.", "expected_skill": "nemoclaw-user-get-started", - "ground_truth": "A NemoClaw-specific answer that helps the user launch a sandboxed Hermes API endpoint and gives enough concrete guidance, decision criteria, verification steps, or risk framing to serve the agent workflow my downstream clients expect.", - "expected_behavior": [ - "The output directly addresses the user's situation: choosing Hermes instead of OpenClaw.", - "The AI coding assistant loads the expected_skill and references/quickstart-hermes.md", - "The output helps the user launch a sandboxed Hermes API endpoint with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to serve the agent workflow my downstream clients expect.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/quickstart-hermes.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user launch a sandboxed Hermes API endpoint and gives enough concrete guidance, decision criteria, verification steps, or risk framing to serve the agent workflow my downstream clients expect." }, { "id": "docs-get-started-quickstart-hermes-002", "question": "I'm moving through onboarding for Hermes. Help me confirm NemoClaw selected Hermes-specific setup and configuration so I can avoid accidentally creating the default OpenClaw environment.", "expected_skill": "nemoclaw-user-get-started", - "ground_truth": "A NemoClaw-specific answer that helps the user confirm NemoClaw selected Hermes-specific setup and configuration and gives enough concrete guidance, decision criteria, verification steps, or risk framing to avoid accidentally creating the default OpenClaw environment.", - "expected_behavior": [ - "The output directly addresses the user's situation: moving through onboarding for Hermes.", - "The AI coding assistant loads the expected_skill and references/quickstart-hermes.md", - "The output helps the user confirm NemoClaw selected Hermes-specific setup and configuration with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to avoid accidentally creating the default OpenClaw environment.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/quickstart-hermes.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user confirm NemoClaw selected Hermes-specific setup and configuration and gives enough concrete guidance, decision criteria, verification steps, or risk framing to avoid accidentally creating the default OpenClaw environment." }, { "id": "docs-get-started-quickstart-hermes-003", "question": "I'm checking the sandboxed Hermes endpoint. Help me run a small request that proves the endpoint is live so I can hand it to clients or tests with confidence.", "expected_skill": "nemoclaw-user-get-started", - "ground_truth": "A NemoClaw-specific answer that helps the user run a small request that proves the endpoint is live and gives enough concrete guidance, decision criteria, verification steps, or risk framing to hand it to clients or tests with confidence.", - "expected_behavior": [ - "The output directly addresses the user's situation: checking the sandboxed Hermes endpoint.", - "The AI coding assistant loads the expected_skill and references/quickstart-hermes.md", - "The output helps the user run a small request that proves the endpoint is live with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to hand it to clients or tests with confidence.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/quickstart-hermes.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user run a small request that proves the endpoint is live and gives enough concrete guidance, decision criteria, verification steps, or risk framing to hand it to clients or tests with confidence." } ] diff --git a/.agents/skills/nemoclaw-user-overview/evals/evals.json b/.agents/skills/nemoclaw-user-overview/evals/evals.json index c87001a0d8e..fc8c3e0acaa 100644 --- a/.agents/skills/nemoclaw-user-overview/evals/evals.json +++ b/.agents/skills/nemoclaw-user-overview/evals/evals.json @@ -3,210 +3,90 @@ "id": "docs-index-001", "question": "I'm first arriving at the NemoClaw docs. Help me understand what NemoClaw helps me run and why it exists so I can decide whether it is worth installing before I spend time on setup.", "expected_skill": "nemoclaw-user-overview", - "ground_truth": "A NemoClaw-specific answer that helps the user understand what NemoClaw helps me run and why it exists and gives enough concrete guidance, decision criteria, verification steps, or risk framing to decide whether it is worth installing before I spend time on setup.", - "expected_behavior": [ - "The output directly addresses the user's situation: first arriving at the NemoClaw docs.", - "The AI coding assistant loads the expected_skill and SKILL.md", - "The output helps the user understand what NemoClaw helps me run and why it exists with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to decide whether it is worth installing before I spend time on setup.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the SKILL.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user understand what NemoClaw helps me run and why it exists and gives enough concrete guidance, decision criteria, verification steps, or risk framing to decide whether it is worth installing before I spend time on setup." }, { "id": "docs-index-002", "question": "I'm evaluating whether an always-on assistant can run safely in my environment. Help me see the core safety, lifecycle, and inference-routing promises up front so I can judge whether the stack matches my risk tolerance.", "expected_skill": "nemoclaw-user-overview", - "ground_truth": "A NemoClaw-specific answer that helps the user see the core safety, lifecycle, and inference-routing promises up front and gives enough concrete guidance, decision criteria, verification steps, or risk framing to judge whether the stack matches my risk tolerance.", - "expected_behavior": [ - "The output directly addresses the user's situation: evaluating whether an always-on assistant can run safely in my environment.", - "The AI coding assistant loads the expected_skill and SKILL.md", - "The output helps the user see the core safety, lifecycle, and inference-routing promises up front with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to judge whether the stack matches my risk tolerance.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the SKILL.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user see the core safety, lifecycle, and inference-routing promises up front and gives enough concrete guidance, decision criteria, verification steps, or risk framing to judge whether the stack matches my risk tolerance." }, { "id": "docs-index-003", "question": "I'm considering the one-command install path. Help me know what the command will install, configure, and launch so I can take the next step without feeling like I am accepting an opaque shortcut.", "expected_skill": "nemoclaw-user-overview", - "ground_truth": "A NemoClaw-specific answer that helps the user know what the command will install, configure, and launch and gives enough concrete guidance, decision criteria, verification steps, or risk framing to take the next step without feeling like I am accepting an opaque shortcut.", - "expected_behavior": [ - "The output directly addresses the user's situation: considering the one-command install path.", - "The AI coding assistant loads the expected_skill and SKILL.md", - "The output helps the user know what the command will install, configure, and launch with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to take the next step without feeling like I am accepting an opaque shortcut.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the SKILL.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user know what the command will install, configure, and launch and gives enough concrete guidance, decision criteria, verification steps, or risk framing to take the next step without feeling like I am accepting an opaque shortcut." }, { "id": "docs-about-overview-001", "question": "I'm explaining NemoClaw to a teammate. Help me summarize the product, stack, and value in plain language so I can align on whether NemoClaw is relevant to our agent workflow.", "expected_skill": "nemoclaw-user-overview", - "ground_truth": "A NemoClaw-specific answer that helps the user summarize the product, stack, and value in plain language and gives enough concrete guidance, decision criteria, verification steps, or risk framing to align on whether NemoClaw is relevant to our agent workflow.", - "expected_behavior": [ - "The output directly addresses the user's situation: explaining NemoClaw to a teammate.", - "The AI coding assistant loads the expected_skill and references/overview.md", - "The output helps the user summarize the product, stack, and value in plain language with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to align on whether NemoClaw is relevant to our agent workflow.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/overview.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user summarize the product, stack, and value in plain language and gives enough concrete guidance, decision criteria, verification steps, or risk framing to align on whether NemoClaw is relevant to our agent workflow." }, { "id": "docs-about-overview-002", "question": "I'm worried about security, cost, or operations risks from unattended agents. Help me understand which guardrails NemoClaw adds so I can decide whether sandboxed execution addresses my main concerns.", "expected_skill": "nemoclaw-user-overview", - "ground_truth": "A NemoClaw-specific answer that helps the user understand which guardrails NemoClaw adds and gives enough concrete guidance, decision criteria, verification steps, or risk framing to decide whether sandboxed execution addresses my main concerns.", - "expected_behavior": [ - "The output directly addresses the user's situation: worried about security, cost, or operations risks from unattended agents.", - "The AI coding assistant loads the expected_skill and references/overview.md", - "The output helps the user understand which guardrails NemoClaw adds with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to decide whether sandboxed execution addresses my main concerns.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/overview.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user understand which guardrails NemoClaw adds and gives enough concrete guidance, decision criteria, verification steps, or risk framing to decide whether sandboxed execution addresses my main concerns." }, { "id": "docs-about-overview-003", "question": "I'm comparing NemoClaw with direct OpenClaw or OpenShell usage. Help me see the capabilities NemoClaw owns so I can classify it as the right reference stack rather than generic setup glue.", "expected_skill": "nemoclaw-user-overview", - "ground_truth": "A NemoClaw-specific answer that helps the user see the capabilities NemoClaw owns and gives enough concrete guidance, decision criteria, verification steps, or risk framing to classify it as the right reference stack rather than generic setup glue.", - "expected_behavior": [ - "The output directly addresses the user's situation: comparing NemoClaw with direct OpenClaw or OpenShell usage.", - "The AI coding assistant loads the expected_skill and references/overview.md", - "The output helps the user see the capabilities NemoClaw owns with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to classify it as the right reference stack rather than generic setup glue.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/overview.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user see the capabilities NemoClaw owns and gives enough concrete guidance, decision criteria, verification steps, or risk framing to classify it as the right reference stack rather than generic setup glue." }, { "id": "docs-about-ecosystem-001", "question": "I'm comparing OpenClaw, OpenShell, and NemoClaw. Help me understand the role of each layer so I can choose the right adoption path for my project.", "expected_skill": "nemoclaw-user-overview", - "ground_truth": "A NemoClaw-specific answer that helps the user understand the role of each layer and gives enough concrete guidance, decision criteria, verification steps, or risk framing to choose the right adoption path for my project.", - "expected_behavior": [ - "The output directly addresses the user's situation: comparing OpenClaw, OpenShell, and NemoClaw.", - "The AI coding assistant loads the expected_skill and references/ecosystem.md", - "The output helps the user understand the role of each layer with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to choose the right adoption path for my project.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/ecosystem.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user understand the role of each layer and gives enough concrete guidance, decision criteria, verification steps, or risk framing to choose the right adoption path for my project." }, { "id": "docs-about-ecosystem-002", "question": "I'm deciding whether to use the reference integration. Help me identify when NemoClaw is enough versus when I need direct OpenShell integration so I can avoid unnecessary platform work.", "expected_skill": "nemoclaw-user-overview", - "ground_truth": "A NemoClaw-specific answer that helps the user identify when NemoClaw is enough versus when I need direct OpenShell integration and gives enough concrete guidance, decision criteria, verification steps, or risk framing to avoid unnecessary platform work.", - "expected_behavior": [ - "The output directly addresses the user's situation: deciding whether to use the reference integration.", - "The AI coding assistant loads the expected_skill and references/ecosystem.md", - "The output helps the user identify when NemoClaw is enough versus when I need direct OpenShell integration with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to avoid unnecessary platform work.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/ecosystem.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user identify when NemoClaw is enough versus when I need direct OpenShell integration and gives enough concrete guidance, decision criteria, verification steps, or risk framing to avoid unnecessary platform work." }, { "id": "docs-about-ecosystem-003", "question": "I'm planning a deployment with multiple moving parts. Help me separate agent, runtime, and orchestration responsibilities so I can assign ownership and troubleshoot the right layer later.", "expected_skill": "nemoclaw-user-overview", - "ground_truth": "A NemoClaw-specific answer that helps the user separate agent, runtime, and orchestration responsibilities and gives enough concrete guidance, decision criteria, verification steps, or risk framing to assign ownership and troubleshoot the right layer later.", - "expected_behavior": [ - "The output directly addresses the user's situation: planning a deployment with multiple moving parts.", - "The AI coding assistant loads the expected_skill and references/ecosystem.md", - "The output helps the user separate agent, runtime, and orchestration responsibilities with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to assign ownership and troubleshoot the right layer later.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/ecosystem.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user separate agent, runtime, and orchestration responsibilities and gives enough concrete guidance, decision criteria, verification steps, or risk framing to assign ownership and troubleshoot the right layer later." }, { "id": "docs-about-how-it-works-001", "question": "I'm studying the NemoClaw architecture. Help me understand how the CLI, plugin, blueprint, and sandbox interact so I can reason about failures and maintenance work with confidence.", "expected_skill": "nemoclaw-user-overview", - "ground_truth": "A NemoClaw-specific answer that helps the user understand how the CLI, plugin, blueprint, and sandbox interact and gives enough concrete guidance, decision criteria, verification steps, or risk framing to reason about failures and maintenance work with confidence.", - "expected_behavior": [ - "The output directly addresses the user's situation: studying the NemoClaw architecture.", - "The AI coding assistant loads the expected_skill and references/how-it-works.md", - "The output helps the user understand how the CLI, plugin, blueprint, and sandbox interact with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to reason about failures and maintenance work with confidence.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/how-it-works.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user understand how the CLI, plugin, blueprint, and sandbox interact and gives enough concrete guidance, decision criteria, verification steps, or risk framing to reason about failures and maintenance work with confidence." }, { "id": "docs-about-how-it-works-002", "question": "I'm debugging a broken setup. Help me identify which lifecycle boundary owns the failure so I can fix the problem without changing unrelated layers.", "expected_skill": "nemoclaw-user-overview", - "ground_truth": "A NemoClaw-specific answer that helps the user identify which lifecycle boundary owns the failure and gives enough concrete guidance, decision criteria, verification steps, or risk framing to fix the problem without changing unrelated layers.", - "expected_behavior": [ - "The output directly addresses the user's situation: debugging a broken setup.", - "The AI coding assistant loads the expected_skill and references/how-it-works.md", - "The output helps the user identify which lifecycle boundary owns the failure with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to fix the problem without changing unrelated layers.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/how-it-works.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user identify which lifecycle boundary owns the failure and gives enough concrete guidance, decision criteria, verification steps, or risk framing to fix the problem without changing unrelated layers." }, { "id": "docs-about-how-it-works-003", "question": "I'm deciding whether blueprint-driven setup is repeatable enough. Help me see how versions, digests, and sandbox creation fit together so I can trust the process for team or fleet usage.", "expected_skill": "nemoclaw-user-overview", - "ground_truth": "A NemoClaw-specific answer that helps the user see how versions, digests, and sandbox creation fit together and gives enough concrete guidance, decision criteria, verification steps, or risk framing to trust the process for team or fleet usage.", - "expected_behavior": [ - "The output directly addresses the user's situation: deciding whether blueprint-driven setup is repeatable enough.", - "The AI coding assistant loads the expected_skill and references/how-it-works.md", - "The output helps the user see how versions, digests, and sandbox creation fit together with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to trust the process for team or fleet usage.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/how-it-works.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user see how versions, digests, and sandbox creation fit together and gives enough concrete guidance, decision criteria, verification steps, or risk framing to trust the process for team or fleet usage." }, { "id": "docs-about-release-notes-001", "question": "I'm reading NemoClaw release notes. Help me understand what changed since my installed version so I can assess upgrade risk before touching a working sandbox.", "expected_skill": "nemoclaw-user-overview", - "ground_truth": "A NemoClaw-specific answer that helps the user understand what changed since my installed version and gives enough concrete guidance, decision criteria, verification steps, or risk framing to assess upgrade risk before touching a working sandbox.", - "expected_behavior": [ - "The output directly addresses the user's situation: reading NemoClaw release notes.", - "The AI coding assistant loads the expected_skill and references/release-notes.md", - "The output helps the user understand what changed since my installed version with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to assess upgrade risk before touching a working sandbox.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/release-notes.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user understand what changed since my installed version and gives enough concrete guidance, decision criteria, verification steps, or risk framing to assess upgrade risk before touching a working sandbox." }, { "id": "docs-about-release-notes-002", "question": "I'm maintaining an existing sandbox. Help me spot compatibility notes, migrations, or behavior changes so I can decide whether to update now or wait.", "expected_skill": "nemoclaw-user-overview", - "ground_truth": "A NemoClaw-specific answer that helps the user spot compatibility notes, migrations, or behavior changes and gives enough concrete guidance, decision criteria, verification steps, or risk framing to decide whether to update now or wait.", - "expected_behavior": [ - "The output directly addresses the user's situation: maintaining an existing sandbox.", - "The AI coding assistant loads the expected_skill and references/release-notes.md", - "The output helps the user spot compatibility notes, migrations, or behavior changes with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to decide whether to update now or wait.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/release-notes.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user spot compatibility notes, migrations, or behavior changes and gives enough concrete guidance, decision criteria, verification steps, or risk framing to decide whether to update now or wait." }, { "id": "docs-about-release-notes-003", "question": "I'm evaluating NemoClaw for a longer-running assistant workflow. Help me see the pace and nature of recent changes so I can judge whether the project feels stable enough for my use case.", "expected_skill": "nemoclaw-user-overview", - "ground_truth": "A NemoClaw-specific answer that helps the user see the pace and nature of recent changes and gives enough concrete guidance, decision criteria, verification steps, or risk framing to judge whether the project feels stable enough for my use case.", - "expected_behavior": [ - "The output directly addresses the user's situation: evaluating NemoClaw for a longer-running assistant workflow.", - "The AI coding assistant loads the expected_skill and references/release-notes.md", - "The output helps the user see the pace and nature of recent changes with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to judge whether the project feels stable enough for my use case.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/release-notes.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user see the pace and nature of recent changes and gives enough concrete guidance, decision criteria, verification steps, or risk framing to judge whether the project feels stable enough for my use case." } ] diff --git a/.agents/skills/nemoclaw-user-reference/evals/evals.json b/.agents/skills/nemoclaw-user-reference/evals/evals.json index 9bed541fe47..d303e6d5cd9 100644 --- a/.agents/skills/nemoclaw-user-reference/evals/evals.json +++ b/.agents/skills/nemoclaw-user-reference/evals/evals.json @@ -3,210 +3,90 @@ "id": "docs-reference-architecture-001", "question": "I'm using the architecture reference. Help me verify implementation and operations details so I can make changes or debug behavior from the right mental model.", "expected_skill": "nemoclaw-user-reference", - "ground_truth": "A NemoClaw-specific answer that helps the user verify implementation and operations details and gives enough concrete guidance, decision criteria, verification steps, or risk framing to make changes or debug behavior from the right mental model.", - "expected_behavior": [ - "The output directly addresses the user's situation: using the architecture reference.", - "The AI coding assistant loads the expected_skill and references/architecture.md", - "The output helps the user verify implementation and operations details with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to make changes or debug behavior from the right mental model.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/architecture.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user verify implementation and operations details and gives enough concrete guidance, decision criteria, verification steps, or risk framing to make changes or debug behavior from the right mental model." }, { "id": "docs-reference-architecture-002", "question": "I'm locating the right layer for a change. Help me connect structure, lifecycle, and ownership so I can edit the plugin, blueprint, or sandbox layer intentionally.", "expected_skill": "nemoclaw-user-reference", - "ground_truth": "A NemoClaw-specific answer that helps the user connect structure, lifecycle, and ownership and gives enough concrete guidance, decision criteria, verification steps, or risk framing to edit the plugin, blueprint, or sandbox layer intentionally.", - "expected_behavior": [ - "The output directly addresses the user's situation: locating the right layer for a change.", - "The AI coding assistant loads the expected_skill and references/architecture.md", - "The output helps the user connect structure, lifecycle, and ownership with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to edit the plugin, blueprint, or sandbox layer intentionally.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/architecture.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user connect structure, lifecycle, and ownership and gives enough concrete guidance, decision criteria, verification steps, or risk framing to edit the plugin, blueprint, or sandbox layer intentionally." }, { "id": "docs-reference-architecture-003", "question": "I'm modifying architecture-sensitive files. Help me understand the invariants that must remain true so I can avoid breaking sandbox creation or operation.", "expected_skill": "nemoclaw-user-reference", - "ground_truth": "A NemoClaw-specific answer that helps the user understand the invariants that must remain true and gives enough concrete guidance, decision criteria, verification steps, or risk framing to avoid breaking sandbox creation or operation.", - "expected_behavior": [ - "The output directly addresses the user's situation: modifying architecture-sensitive files.", - "The AI coding assistant loads the expected_skill and references/architecture.md", - "The output helps the user understand the invariants that must remain true with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to avoid breaking sandbox creation or operation.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/architecture.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user understand the invariants that must remain true and gives enough concrete guidance, decision criteria, verification steps, or risk framing to avoid breaking sandbox creation or operation." }, { "id": "docs-reference-cli-selection-guide-001", "question": "I'm choosing between `nemoclaw` and `openshell`. Help me pick the command surface that owns my operation so I can complete the task without breaking NemoClaw management.", "expected_skill": "nemoclaw-user-reference", - "ground_truth": "A NemoClaw-specific answer that helps the user pick the command surface that owns my operation and gives enough concrete guidance, decision criteria, verification steps, or risk framing to complete the task without breaking NemoClaw management.", - "expected_behavior": [ - "The output directly addresses the user's situation: choosing between `nemoclaw` and `openshell`.", - "The AI coding assistant loads the expected_skill and references/cli-selection-guide.md", - "The output helps the user pick the command surface that owns my operation with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to complete the task without breaking NemoClaw management.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/cli-selection-guide.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user pick the command surface that owns my operation and gives enough concrete guidance, decision criteria, verification steps, or risk framing to complete the task without breaking NemoClaw management." }, { "id": "docs-reference-cli-selection-guide-002", "question": "I'm tempted to run a low-level OpenShell command. Help me understand when it bypasses NemoClaw lifecycle expectations so I can avoid unsupported or confusing states.", "expected_skill": "nemoclaw-user-reference", - "ground_truth": "A NemoClaw-specific answer that helps the user understand when it bypasses NemoClaw lifecycle expectations and gives enough concrete guidance, decision criteria, verification steps, or risk framing to avoid unsupported or confusing states.", - "expected_behavior": [ - "The output directly addresses the user's situation: tempted to run a low-level OpenShell command.", - "The AI coding assistant loads the expected_skill and references/cli-selection-guide.md", - "The output helps the user understand when it bypasses NemoClaw lifecycle expectations with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to avoid unsupported or confusing states.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/cli-selection-guide.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user understand when it bypasses NemoClaw lifecycle expectations and gives enough concrete guidance, decision criteria, verification steps, or risk framing to avoid unsupported or confusing states." }, { "id": "docs-reference-cli-selection-guide-003", "question": "I'm doing onboarding, policy, debugging, or low-level sandbox work. Help me apply a simple CLI selection rule so I can move quickly without memorizing every command boundary.", "expected_skill": "nemoclaw-user-reference", - "ground_truth": "A NemoClaw-specific answer that helps the user apply a simple CLI selection rule and gives enough concrete guidance, decision criteria, verification steps, or risk framing to move quickly without memorizing every command boundary.", - "expected_behavior": [ - "The output directly addresses the user's situation: doing onboarding, policy, debugging, or low-level sandbox work.", - "The AI coding assistant loads the expected_skill and references/cli-selection-guide.md", - "The output helps the user apply a simple CLI selection rule with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to move quickly without memorizing every command boundary.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/cli-selection-guide.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user apply a simple CLI selection rule and gives enough concrete guidance, decision criteria, verification steps, or risk framing to move quickly without memorizing every command boundary." }, { "id": "docs-reference-commands-001", "question": "I'm opening the CLI command reference. Help me find the exact action, flag, or recovery path I need so I can run the right command without scanning source code.", "expected_skill": "nemoclaw-user-reference", - "ground_truth": "A NemoClaw-specific answer that helps the user find the exact action, flag, or recovery path I need and gives enough concrete guidance, decision criteria, verification steps, or risk framing to run the right command without scanning source code.", - "expected_behavior": [ - "The output directly addresses the user's situation: opening the CLI command reference.", - "The AI coding assistant loads the expected_skill and references/commands.md", - "The output helps the user find the exact action, flag, or recovery path I need with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to run the right command without scanning source code.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/commands.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user find the exact action, flag, or recovery path I need and gives enough concrete guidance, decision criteria, verification steps, or risk framing to run the right command without scanning source code." }, { "id": "docs-reference-commands-002", "question": "I'm choosing among setup, lifecycle, policy, inference, and diagnostic commands. Help me see command groups and examples clearly so I can locate the right command faster.", "expected_skill": "nemoclaw-user-reference", - "ground_truth": "A NemoClaw-specific answer that helps the user see command groups and examples clearly and gives enough concrete guidance, decision criteria, verification steps, or risk framing to locate the right command faster.", - "expected_behavior": [ - "The output directly addresses the user's situation: choosing among setup, lifecycle, policy, inference, and diagnostic commands.", - "The AI coding assistant loads the expected_skill and references/commands.md", - "The output helps the user see command groups and examples clearly with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to locate the right command faster.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/commands.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user see command groups and examples clearly and gives enough concrete guidance, decision criteria, verification steps, or risk framing to locate the right command faster." }, { "id": "docs-reference-commands-003", "question": "I'm using `nemoclaw` in scripts or CI. Help me understand example output and exit behavior so I can automate safely and handle failures correctly.", "expected_skill": "nemoclaw-user-reference", - "ground_truth": "A NemoClaw-specific answer that helps the user understand example output and exit behavior and gives enough concrete guidance, decision criteria, verification steps, or risk framing to automate safely and handle failures correctly.", - "expected_behavior": [ - "The output directly addresses the user's situation: using `nemoclaw` in scripts or CI.", - "The AI coding assistant loads the expected_skill and references/commands.md", - "The output helps the user understand example output and exit behavior with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to automate safely and handle failures correctly.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/commands.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user understand example output and exit behavior and gives enough concrete guidance, decision criteria, verification steps, or risk framing to automate safely and handle failures correctly." }, { "id": "docs-reference-network-policies-001", "question": "I'm reading the network policy reference. Help me understand baseline access decisions so I can assess the sandbox's default exposure.", "expected_skill": "nemoclaw-user-reference", - "ground_truth": "A NemoClaw-specific answer that helps the user understand baseline access decisions and gives enough concrete guidance, decision criteria, verification steps, or risk framing to assess the sandbox's default exposure.", - "expected_behavior": [ - "The output directly addresses the user's situation: reading the network policy reference.", - "The AI coding assistant loads the expected_skill and references/network-policies.md", - "The output helps the user understand baseline access decisions with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to assess the sandbox's default exposure.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/network-policies.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user understand baseline access decisions and gives enough concrete guidance, decision criteria, verification steps, or risk framing to assess the sandbox's default exposure." }, { "id": "docs-reference-network-policies-002", "question": "I'm reviewing default rules and filesystem constraints. Help me know what is allowed before any customization so I can decide what needs to change for my environment.", "expected_skill": "nemoclaw-user-reference", - "ground_truth": "A NemoClaw-specific answer that helps the user know what is allowed before any customization and gives enough concrete guidance, decision criteria, verification steps, or risk framing to decide what needs to change for my environment.", - "expected_behavior": [ - "The output directly addresses the user's situation: reviewing default rules and filesystem constraints.", - "The AI coding assistant loads the expected_skill and references/network-policies.md", - "The output helps the user know what is allowed before any customization with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to decide what needs to change for my environment.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/network-policies.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user know what is allowed before any customization and gives enough concrete guidance, decision criteria, verification steps, or risk framing to decide what needs to change for my environment." }, { "id": "docs-reference-network-policies-003", "question": "I'm tracing a denied request. Help me understand how operator approval turns into policy so I can audit and reason about egress changes.", "expected_skill": "nemoclaw-user-reference", - "ground_truth": "A NemoClaw-specific answer that helps the user understand how operator approval turns into policy and gives enough concrete guidance, decision criteria, verification steps, or risk framing to audit and reason about egress changes.", - "expected_behavior": [ - "The output directly addresses the user's situation: tracing a denied request.", - "The AI coding assistant loads the expected_skill and references/network-policies.md", - "The output helps the user understand how operator approval turns into policy with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to audit and reason about egress changes.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/network-policies.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user understand how operator approval turns into policy and gives enough concrete guidance, decision criteria, verification steps, or risk framing to audit and reason about egress changes." }, { "id": "docs-reference-troubleshooting-001", "question": "I'm troubleshooting a NemoClaw problem. Help me map my symptom to the fastest safe recovery step so I can get unstuck without making the environment worse.", "expected_skill": "nemoclaw-user-reference", - "ground_truth": "A NemoClaw-specific answer that helps the user map my symptom to the fastest safe recovery step and gives enough concrete guidance, decision criteria, verification steps, or risk framing to get unstuck without making the environment worse.", - "expected_behavior": [ - "The output directly addresses the user's situation: troubleshooting a NemoClaw problem.", - "The AI coding assistant loads the expected_skill and references/troubleshooting.md", - "The output helps the user map my symptom to the fastest safe recovery step with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to get unstuck without making the environment worse.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/troubleshooting.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user map my symptom to the fastest safe recovery step and gives enough concrete guidance, decision criteria, verification steps, or risk framing to get unstuck without making the environment worse." }, { "id": "docs-reference-troubleshooting-002", "question": "I'm uncertain which subsystem failed. Help me run diagnostics that separate install, onboarding, runtime, policy, and inference issues so I can focus on the likely cause.", "expected_skill": "nemoclaw-user-reference", - "ground_truth": "A NemoClaw-specific answer that helps the user run diagnostics that separate install, onboarding, runtime, policy, and inference issues and gives enough concrete guidance, decision criteria, verification steps, or risk framing to focus on the likely cause.", - "expected_behavior": [ - "The output directly addresses the user's situation: uncertain which subsystem failed.", - "The AI coding assistant loads the expected_skill and references/troubleshooting.md", - "The output helps the user run diagnostics that separate install, onboarding, runtime, policy, and inference issues with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to focus on the likely cause.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/troubleshooting.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user run diagnostics that separate install, onboarding, runtime, policy, and inference issues and gives enough concrete guidance, decision criteria, verification steps, or risk framing to focus on the likely cause." }, { "id": "docs-reference-troubleshooting-003", "question": "I'm asking the community or filing an issue. Help me collect the right logs, versions, and error details so I can give maintainers enough information to help.", "expected_skill": "nemoclaw-user-reference", - "ground_truth": "A NemoClaw-specific answer that helps the user collect the right logs, versions, and error details and gives enough concrete guidance, decision criteria, verification steps, or risk framing to give maintainers enough information to help.", - "expected_behavior": [ - "The output directly addresses the user's situation: asking the community or filing an issue.", - "The AI coding assistant loads the expected_skill and references/troubleshooting.md", - "The output helps the user collect the right logs, versions, and error details with NemoClaw-specific guidance rather than generic advice.", - "The output gives enough concrete guidance, decision criteria, verification steps, or risk framing for the user to give maintainers enough information to help.", - "The output avoids inventing unsupported NemoClaw behavior.", - "The output follows progressive disclosure: it answers the current request without dumping unrelated details other than the expected_skill and the references/troubleshooting.md file." - ] + "ground_truth": "A NemoClaw-specific answer that helps the user collect the right logs, versions, and error details and gives enough concrete guidance, decision criteria, verification steps, or risk framing to give maintainers enough information to help." } ] diff --git a/skills/nemoclaw-user-overview/SKILL.md b/skills/nemoclaw-user-overview/SKILL.md new file mode 100644 index 00000000000..41250f65ecd --- /dev/null +++ b/skills/nemoclaw-user-overview/SKILL.md @@ -0,0 +1,17 @@ +--- +name: "nemoclaw-user-overview" +description: "Explains how OpenClaw, OpenShell, and NemoClaw form the ecosystem, NemoClaw's position in the stack, what NemoClaw adds beyond the community sandbox, and when to prefer NemoClaw versus integrating OpenShell and OpenClaw directly. Use when users ask about the relationship between OpenClaw, OpenShell, and NemoClaw, or when to use NemoClaw versus OpenShell. Trigger keywords - nemoclaw ecosystem, openclaw openshell, nemoclaw vs openshell, sandboxed openclaw, how nemoclaw works, nemoclaw sandbox lifecycle blueprint, nemoclaw overview, openclaw always-on assistants, nvidia openshell, nvidia nemotron, nemoclaw release notes, nemoclaw changelog." +license: "Apache-2.0" +--- + + + + +# Ecosystem + +## References + +- **Load [references/ecosystem.md](references/ecosystem.md)** when users ask about the relationship between OpenClaw, OpenShell, and NemoClaw, or when to use NemoClaw versus OpenShell. Explains how OpenClaw, OpenShell, and NemoClaw form the ecosystem, NemoClaw's position in the stack, what NemoClaw adds beyond the community sandbox, and when to prefer NemoClaw versus integrating OpenShell and OpenClaw directly. +- **Load [references/how-it-works.md](references/how-it-works.md)** for sandbox lifecycle and architecture mechanics; not for product definition (Overview) or multi-project placement (Ecosystem). Describes how NemoClaw works internally: CLI, plugin, blueprint runner, OpenShell orchestration, inference routing, and protection layers. +- **Load [references/overview.md](references/overview.md)** when users ask what NemoClaw is or what the project provides. For ecosystem placement or OpenShell-only paths, use the Ecosystem page; for internal mechanics, use How It Works. Explains what NemoClaw covers: onboarding, lifecycle management, and OpenClaw operations within OpenShell containers, plus capabilities and why it exists. +- **Load [references/release-notes.md](references/release-notes.md)** when users ask about recent changes, the release cadence, or where to track versioned assets on GitHub. Includes the NemoClaw release notes. diff --git a/skills/nemoclaw-user-overview/evals/evals.json b/skills/nemoclaw-user-overview/evals/evals.json new file mode 100644 index 00000000000..fc8c3e0acaa --- /dev/null +++ b/skills/nemoclaw-user-overview/evals/evals.json @@ -0,0 +1,92 @@ +[ + { + "id": "docs-index-001", + "question": "I'm first arriving at the NemoClaw docs. Help me understand what NemoClaw helps me run and why it exists so I can decide whether it is worth installing before I spend time on setup.", + "expected_skill": "nemoclaw-user-overview", + "ground_truth": "A NemoClaw-specific answer that helps the user understand what NemoClaw helps me run and why it exists and gives enough concrete guidance, decision criteria, verification steps, or risk framing to decide whether it is worth installing before I spend time on setup." + }, + { + "id": "docs-index-002", + "question": "I'm evaluating whether an always-on assistant can run safely in my environment. Help me see the core safety, lifecycle, and inference-routing promises up front so I can judge whether the stack matches my risk tolerance.", + "expected_skill": "nemoclaw-user-overview", + "ground_truth": "A NemoClaw-specific answer that helps the user see the core safety, lifecycle, and inference-routing promises up front and gives enough concrete guidance, decision criteria, verification steps, or risk framing to judge whether the stack matches my risk tolerance." + }, + { + "id": "docs-index-003", + "question": "I'm considering the one-command install path. Help me know what the command will install, configure, and launch so I can take the next step without feeling like I am accepting an opaque shortcut.", + "expected_skill": "nemoclaw-user-overview", + "ground_truth": "A NemoClaw-specific answer that helps the user know what the command will install, configure, and launch and gives enough concrete guidance, decision criteria, verification steps, or risk framing to take the next step without feeling like I am accepting an opaque shortcut." + }, + { + "id": "docs-about-overview-001", + "question": "I'm explaining NemoClaw to a teammate. Help me summarize the product, stack, and value in plain language so I can align on whether NemoClaw is relevant to our agent workflow.", + "expected_skill": "nemoclaw-user-overview", + "ground_truth": "A NemoClaw-specific answer that helps the user summarize the product, stack, and value in plain language and gives enough concrete guidance, decision criteria, verification steps, or risk framing to align on whether NemoClaw is relevant to our agent workflow." + }, + { + "id": "docs-about-overview-002", + "question": "I'm worried about security, cost, or operations risks from unattended agents. Help me understand which guardrails NemoClaw adds so I can decide whether sandboxed execution addresses my main concerns.", + "expected_skill": "nemoclaw-user-overview", + "ground_truth": "A NemoClaw-specific answer that helps the user understand which guardrails NemoClaw adds and gives enough concrete guidance, decision criteria, verification steps, or risk framing to decide whether sandboxed execution addresses my main concerns." + }, + { + "id": "docs-about-overview-003", + "question": "I'm comparing NemoClaw with direct OpenClaw or OpenShell usage. Help me see the capabilities NemoClaw owns so I can classify it as the right reference stack rather than generic setup glue.", + "expected_skill": "nemoclaw-user-overview", + "ground_truth": "A NemoClaw-specific answer that helps the user see the capabilities NemoClaw owns and gives enough concrete guidance, decision criteria, verification steps, or risk framing to classify it as the right reference stack rather than generic setup glue." + }, + { + "id": "docs-about-ecosystem-001", + "question": "I'm comparing OpenClaw, OpenShell, and NemoClaw. Help me understand the role of each layer so I can choose the right adoption path for my project.", + "expected_skill": "nemoclaw-user-overview", + "ground_truth": "A NemoClaw-specific answer that helps the user understand the role of each layer and gives enough concrete guidance, decision criteria, verification steps, or risk framing to choose the right adoption path for my project." + }, + { + "id": "docs-about-ecosystem-002", + "question": "I'm deciding whether to use the reference integration. Help me identify when NemoClaw is enough versus when I need direct OpenShell integration so I can avoid unnecessary platform work.", + "expected_skill": "nemoclaw-user-overview", + "ground_truth": "A NemoClaw-specific answer that helps the user identify when NemoClaw is enough versus when I need direct OpenShell integration and gives enough concrete guidance, decision criteria, verification steps, or risk framing to avoid unnecessary platform work." + }, + { + "id": "docs-about-ecosystem-003", + "question": "I'm planning a deployment with multiple moving parts. Help me separate agent, runtime, and orchestration responsibilities so I can assign ownership and troubleshoot the right layer later.", + "expected_skill": "nemoclaw-user-overview", + "ground_truth": "A NemoClaw-specific answer that helps the user separate agent, runtime, and orchestration responsibilities and gives enough concrete guidance, decision criteria, verification steps, or risk framing to assign ownership and troubleshoot the right layer later." + }, + { + "id": "docs-about-how-it-works-001", + "question": "I'm studying the NemoClaw architecture. Help me understand how the CLI, plugin, blueprint, and sandbox interact so I can reason about failures and maintenance work with confidence.", + "expected_skill": "nemoclaw-user-overview", + "ground_truth": "A NemoClaw-specific answer that helps the user understand how the CLI, plugin, blueprint, and sandbox interact and gives enough concrete guidance, decision criteria, verification steps, or risk framing to reason about failures and maintenance work with confidence." + }, + { + "id": "docs-about-how-it-works-002", + "question": "I'm debugging a broken setup. Help me identify which lifecycle boundary owns the failure so I can fix the problem without changing unrelated layers.", + "expected_skill": "nemoclaw-user-overview", + "ground_truth": "A NemoClaw-specific answer that helps the user identify which lifecycle boundary owns the failure and gives enough concrete guidance, decision criteria, verification steps, or risk framing to fix the problem without changing unrelated layers." + }, + { + "id": "docs-about-how-it-works-003", + "question": "I'm deciding whether blueprint-driven setup is repeatable enough. Help me see how versions, digests, and sandbox creation fit together so I can trust the process for team or fleet usage.", + "expected_skill": "nemoclaw-user-overview", + "ground_truth": "A NemoClaw-specific answer that helps the user see how versions, digests, and sandbox creation fit together and gives enough concrete guidance, decision criteria, verification steps, or risk framing to trust the process for team or fleet usage." + }, + { + "id": "docs-about-release-notes-001", + "question": "I'm reading NemoClaw release notes. Help me understand what changed since my installed version so I can assess upgrade risk before touching a working sandbox.", + "expected_skill": "nemoclaw-user-overview", + "ground_truth": "A NemoClaw-specific answer that helps the user understand what changed since my installed version and gives enough concrete guidance, decision criteria, verification steps, or risk framing to assess upgrade risk before touching a working sandbox." + }, + { + "id": "docs-about-release-notes-002", + "question": "I'm maintaining an existing sandbox. Help me spot compatibility notes, migrations, or behavior changes so I can decide whether to update now or wait.", + "expected_skill": "nemoclaw-user-overview", + "ground_truth": "A NemoClaw-specific answer that helps the user spot compatibility notes, migrations, or behavior changes and gives enough concrete guidance, decision criteria, verification steps, or risk framing to decide whether to update now or wait." + }, + { + "id": "docs-about-release-notes-003", + "question": "I'm evaluating NemoClaw for a longer-running assistant workflow. Help me see the pace and nature of recent changes so I can judge whether the project feels stable enough for my use case.", + "expected_skill": "nemoclaw-user-overview", + "ground_truth": "A NemoClaw-specific answer that helps the user see the pace and nature of recent changes and gives enough concrete guidance, decision criteria, verification steps, or risk framing to judge whether the project feels stable enough for my use case." + } +] diff --git a/skills/nemoclaw-user-overview/references/ecosystem.md b/skills/nemoclaw-user-overview/references/ecosystem.md new file mode 100644 index 00000000000..b1d97c4a228 --- /dev/null +++ b/skills/nemoclaw-user-overview/references/ecosystem.md @@ -0,0 +1,94 @@ + + +# Ecosystem + +NemoClaw provides onboarding, lifecycle management, and OpenClaw operations within OpenShell containers. + +This page describes how the ecosystem is formed across projects, where NemoClaw sits relative to [OpenShell](https://github.com/NVIDIA/OpenShell) and [OpenClaw](https://openclaw.ai), and how to choose between NemoClaw and OpenShell. + +## How the Stack Fits Together + +There are three pieces that are put together in a NemoClaw deployment: OpenClaw, OpenShell, and NemoClaw, each with a distinct scope. +The following diagram shows how they fit together. + +```mermaid +flowchart TB + NC["🦞 NVIDIA NemoClaw
CLI, plugin, blueprint"] + OS["🐚 NVIDIA OpenShell
Gateway, policy, inference routing"] + OC["🦞 OpenClaw
Assistant in sandbox"] + + NC -->|orchestrates| OS + OS -->|isolates and runs| OC + + classDef nv fill:#76b900,stroke:#333,color:#fff + classDef nvLight fill:#e6f2cc,stroke:#76b900,color:#1a1a1a + classDef nvDark fill:#333,stroke:#76b900,color:#fff + + class NC nv + class OS nv + class OC nvDark + + linkStyle 0 stroke:#76b900,stroke-width:2px + linkStyle 1 stroke:#76b900,stroke-width:2px +``` + +NemoClaw sits above OpenShell in the operator workflow. +It drives OpenShell APIs and CLI to create and configure the sandbox that runs OpenClaw. +Models and endpoints sit behind OpenShell's inference routing. +NemoClaw onboarding wires provider choice into that routing. + +The following table shows the scope of each component in the stack. + +| Project | Scope | +|---------|--------| +| [OpenClaw](https://openclaw.ai) | The assistant: runtime, tools, memory, and behavior inside the container. It does not define the sandbox or the host gateway. | +| [OpenShell](https://github.com/NVIDIA/OpenShell) | The execution environment: sandbox lifecycle, network, filesystem, and process policy, inference routing, and the operator-facing `openshell` CLI for those primitives. | +| NemoClaw | The NVIDIA reference stack that implements the definition above on the host: `nemoclaw` CLI and plugin, versioned blueprint, channel messaging configured for OpenShell-managed delivery, and state migration helpers so OpenClaw runs inside OpenShell in a documented, repeatable way. | + +## NemoClaw Path versus OpenShell Path + +Both paths assume OpenShell can sandbox a workload. +The difference is who owns the integration work. + +| Path | What it means | +|------|---------------| +| **NemoClaw path** | You adopt the reference stack. NemoClaw's blueprint encodes a hardened image, default policies, and orchestration so `nemoclaw onboard` can stand up a known-good OpenClaw-on-OpenShell setup with less custom glue. | +| **OpenShell path** | You use OpenShell as the platform and supply your own container, install steps for OpenClaw, policy YAML, provider setup, and any host bridges. OpenShell stays the sandbox and policy engine; nothing requires NemoClaw's blueprint or CLI. | + +## What NemoClaw Adds Beyond the OpenShell Community Sandbox + +OpenShell ships a community sandbox for OpenClaw. +Running `openshell sandbox create --from openclaw` pulls that package, builds the image, applies the bundled policy, and starts a working sandbox. +This is a valid path, and it produces a running OpenClaw environment with OpenShell isolation. + +NemoClaw builds on that foundation with additional security hardening, automation, and lifecycle tooling. +The following table compares the two paths. + +| Capability | `openshell sandbox create --from openclaw` | `nemoclaw onboard` | +|---|---|---| +| Sandbox isolation | Yes. OpenShell applies seccomp filters, Landlock filesystem restrictions, privilege dropping, network namespace isolation, and no-new-privileges enforcement. The community sandbox bundles its own policy tailored for OpenClaw. | Yes. NemoClaw applies these through the blueprint and layers a more restrictive policy on top (see rows below). | +| Credential handling | OpenShell's provider system replaces real credentials with placeholder tokens in the sandbox environment. The L7 proxy resolves placeholders to real values at egress. You create providers manually with `openshell provider create`. | NemoClaw creates OpenShell providers automatically during onboarding. It also filters sensitive host environment variables (provider API keys, `DISCORD_BOT_TOKEN`, `SLACK_BOT_TOKEN`, `TELEGRAM_BOT_TOKEN`) from the sandbox creation command to prevent accidental leakage through build args. | +| Image hardening | The community image includes standard system tools for general-purpose use. | NemoClaw strips build toolchains (`gcc`, `g++`, `make`) and network probes (`netcat`) from the runtime image to reduce attack surface. | +| Filesystem policy | The community sandbox bundles a policy for OpenClaw. | NemoClaw defines a targeted read-only and read-write layout. System paths (`/usr`, `/lib`, `/etc`) are read-only. The agent's home directory (`/sandbox`) and config directory (`/sandbox/.openclaw`) are writable by default so the agent can manage config, install skills, and write to standard paths natively. | +| Inference setup | The community sandbox includes an `openclaw-start` script that runs OpenClaw's onboarding wizard inside the sandbox. You can also create providers and configure OpenShell inference routing manually from the host. | NemoClaw's onboarding wizard validates your credential from the host, lets you select a provider (NVIDIA Endpoints, OpenAI, Anthropic, Google Gemini, Ollama, and compatible endpoints), and configures OpenShell's inference routing automatically. Credentials stay on the host and are delivered through OpenShell's provider system. | +| Channel messaging | OpenShell provides the credential provider system and L7 proxy that delivers channel tokens securely (including path-based resolution for Telegram's `/bot/` URL pattern). You create providers and configure OpenClaw's channel settings manually. | NemoClaw automates channel setup during onboarding: it collects bot tokens, registers them as OpenShell providers, and bakes OpenClaw channel config with placeholder tokens that OpenShell's proxy resolves at egress. No separate bridge process runs on the host. | +| Blueprint versioning | No blueprint. The community sandbox uses whatever image version is currently published. | NemoClaw downloads the blueprint artifact, checks version compatibility, and verifies its digest before applying. Running `nemoclaw onboard` on different machines produces the same sandbox. | +| State migration | Not included. | NemoClaw migrates agent state across machines with credential stripping and integrity verification. | +| Process count limits | OpenShell applies seccomp and privilege dropping. You set process count limits manually with `--ulimit` or orchestrator config. | NemoClaw applies `ulimit -u 512` in the container entrypoint to cap the process count and mitigate fork-bomb attacks, on top of OpenShell's seccomp and privilege dropping. | + +## When to Use Which + +Use the following table to decide when to use NemoClaw versus OpenShell. + +| Situation | Prefer | +|-----------|--------| +| You want OpenClaw with minimal assembly, NVIDIA defaults, and the documented install and onboard flow. | NemoClaw | +| You need maximum flexibility for custom images, a layout that does not match the NemoClaw blueprint, or a workload outside this reference stack. | OpenShell with your own integration | +| You are standardizing on the NVIDIA reference for always-on assistants with policy and inference routing. | NemoClaw | +| You are building internal platform abstractions where the NemoClaw CLI or blueprint is not the right fit. | OpenShell (and your orchestration) | + +## Related topics + +- [Overview](overview.md) contains what NemoClaw is, capabilities, benefits, and use cases. +- [How It Works](how-it-works.md) describes how NemoClaw runs, plugin, blueprint, sandbox creation, routing, protection layers. +- Architecture (use the `nemoclaw-user-reference` skill) shows the repository structure and technical diagrams. diff --git a/skills/nemoclaw-user-overview/references/how-it-works.md b/skills/nemoclaw-user-overview/references/how-it-works.md new file mode 100644 index 00000000000..b0f9f4a2403 --- /dev/null +++ b/skills/nemoclaw-user-overview/references/how-it-works.md @@ -0,0 +1,104 @@ + + +# NemoClaw Architecture Overview + +This page explains how NemoClaw runs OpenClaw inside an OpenShell sandbox and how the gateway connects the agent to inference, integrations, and policy. + +NemoClaw does not replace OpenClaw or OpenShell. +It packages them into a repeatable setup with a host CLI, a versioned blueprint, default policies, inference setup, plugin configuration, and state helpers. +You can use that setup directly or adapt it for your own OpenShell integration. + +## High-Level Flow + +NemoClaw keeps the user workflow on the host while OpenShell enforces the sandbox boundary. +The gateway sits between NemoClaw control, the sandbox, inference providers, and external integrations. +That placement lets NemoClaw configure the environment without giving the agent direct access to host credentials or uncontrolled network egress. + +![NemoClaw High-Level Component Diagram](images/nemoclaw-highlevel-component-diagram.png) + +The diagram has the following components: + +| Component | Role in the flow | +|-------|------------------| +| Users and operators | Start from the CLI, installer, dashboard, or an end-user channel. | +| NemoClaw control | Collects configuration, runs onboarding, prepares the blueprint, and asks OpenShell to create or update resources. | +| OpenShell gateway | Owns sandbox lifecycle, networking, policy enforcement, inference routing, and integration egress. | +| NemoClaw sandbox | Runs OpenClaw with the NemoClaw plugin, the selected blueprint contents, and supporting tools. | +| Inference | Receives model requests through the gateway, using NVIDIA endpoints, NIM, or compatible APIs. | +| Integrations | Reach messaging services, MCP servers, GitHub, package indexes, or model hubs through gateway-managed egress. | +| State and artifacts | Store configuration, credentials, logs, workspace files, policies, and transcripts outside the running agent process. | + +For repository layout, file paths, and deeper diagrams, see Architecture (use the `nemoclaw-user-reference` skill). + +## Design Principles + +NemoClaw architecture follows the following principles. + +Thin plugin, versioned blueprint +: The sandbox plugin stays small and stable. Host-side orchestration uses a versioned blueprint and runner that can evolve on its own release cadence. + +Respect CLI boundaries +: The `nemoclaw` CLI is the primary interface for sandbox management. + +Supply chain safety +: Blueprint artifacts are immutable, versioned, and digest-verified before execution. + +OpenShell-backed lifecycle +: NemoClaw orchestrates OpenShell resources under the hood, but `nemoclaw onboard` + is the supported operator entry point for creating or recreating NemoClaw-managed sandboxes. + +Reproducible setup +: Running setup again recreates the sandbox from the same blueprint and policy definitions. + +## CLI, Plugin, and Blueprint + +NemoClaw is split into three integration pieces: + +- The _host CLI_ runs onboarding, validates provider choices, stores configuration, and calls OpenShell commands for gateway, provider, sandbox, and policy operations. +- The _plugin_ is a TypeScript package that runs with OpenClaw inside the sandbox. + It registers the managed inference provider metadata, the `/nemoclaw` slash command, and runtime context hooks. +- The _blueprint_ is a versioned YAML package with the sandbox image, policy, inference profile, and supporting assets. + The runner resolves and verifies the blueprint before applying it through OpenShell. + +This separation keeps the sandbox plugin small while allowing host orchestration and blueprint contents to evolve on their own release cadence. + +## Sandbox Creation + +When you run `nemoclaw onboard`, NemoClaw creates an OpenShell sandbox that runs OpenClaw in an isolated container. +The host CLI and blueprint runner orchestrate this process through the OpenShell CLI: + +1. NemoClaw resolves the blueprint, checks version compatibility, and verifies the digest. +2. The onboarding flow determines which OpenShell resources to create or update, such as the gateway, inference providers, sandbox, and network policy. +3. The runner calls OpenShell CLI commands to create the sandbox and configure each resource. + +After the sandbox starts, the agent runs inside it with all network, filesystem, and inference controls in place. + +## Inference Routing + +Inference requests from the agent never leave the sandbox directly. +OpenShell intercepts every inference call and routes it to the configured provider. +During onboarding, NemoClaw validates the selected provider and model, configures the OpenShell route, and bakes the matching model reference into the sandbox image. +The sandbox then talks to `inference.local`, while the host owns the actual provider credential and upstream endpoint. +If you select the Model Router provider, `inference.local` routes to a host-side router that chooses from the configured NVIDIA model pool for each request. + +## Protection Layers + +The sandbox starts with a default policy that controls network egress, filesystem access, process privileges, and inference routing. + +| Layer | What it protects | When it applies | +|---|---|---| +| Network | Blocks unauthorized outbound connections. | Hot-reloadable at runtime. | +| Filesystem | Restricts system paths to read-only; `/sandbox` and `/tmp` are writable. | Locked at sandbox creation. | +| Process | Blocks privilege escalation and dangerous syscalls. | Locked at sandbox creation. | +| Inference | Reroutes model API calls to controlled backends. | Hot-reloadable at runtime. | + +When the agent tries to reach an unlisted host, OpenShell blocks the request and surfaces it in the TUI for operator approval. Approved endpoints persist for the current session but are not saved to the baseline policy file. + +For details on the baseline rules, refer to Network Policies (use the `nemoclaw-user-reference` skill). For container-level hardening, refer to Sandbox Hardening (use the `nemoclaw-user-deploy-remote` skill). + +## Next Steps + +- Read [Ecosystem](ecosystem.md) for stack-level relationships and NemoClaw versus OpenShell-only paths. +- Follow the Quickstart (use the `nemoclaw-user-get-started` skill) to launch your first sandbox. +- Refer to the Architecture (use the `nemoclaw-user-reference` skill) for the full technical structure, including file layouts and the blueprint lifecycle. +- Refer to Inference Options (use the `nemoclaw-user-configure-inference` skill) for detailed provider configuration. diff --git a/skills/nemoclaw-user-overview/references/images/nemoclaw-highlevel-component-diagram.png b/skills/nemoclaw-user-overview/references/images/nemoclaw-highlevel-component-diagram.png new file mode 100644 index 0000000000000000000000000000000000000000..e1d4a43fc152ba6f58f1d2c1c74e7ae97c66b7e9 GIT binary patch literal 880587 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zt=BP=kH{3Lp`H?J4YFr9Rxn@VaRmsn!3s)Qd2#wm7)#{@duT#Kv>^@Ym^EEG?~&_& zfF~d}aA68BXZDKhn{di$4mXRG(OLFlHW<>mCt7@bhtQd3!o&SS?mGvEC28r08fjR5 z=msaET5rtU%8Au#i84EvCzDb|t_KiQqRT_JWO%lo zQQ6*_`+lEVHf)n4*EOMqW5vC)g`<5$6pr?xaeul27Xn}9jcAD_*8J-)9z2c}YyEtG z{x0V`1YEI6nmd5p^cfgAsWncCwoo66FD}1!)V?%bkfev!7DWygGxpjjco|JM-Q&qW zOn7cOFzdE&6vfVf8eVqq$<3 + +# Overview of NVIDIA NemoClaw + +NVIDIA NemoClaw is an open-source reference stack that simplifies running [OpenClaw](https://openclaw.ai) always-on assistants more safely. +NemoClaw provides onboarding, lifecycle management, and OpenClaw operations within OpenShell containers. +It incorporates policy-based privacy and security guardrails, giving you control over your agents’ behavior and data handling. +This enables self-evolving claws to run more safely in clouds, on prem, RTX PCs and DGX Spark. + +NemoClaw pairs hosted models on inference providers or local endpoints with a hardened sandbox, routed inference, and declarative egress policy so deployment stays safer and more repeatable. +The sandbox runtime comes from [NVIDIA OpenShell](https://github.com/NVIDIA/OpenShell); NemoClaw adds the blueprint, `nemoclaw` CLI, onboarding, and related tooling as the reference way to run OpenClaw there. + +| Capability | Description | +|-------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------| +| Sandbox OpenClaw | Creates an OpenShell sandbox pre-configured for OpenClaw, with filesystem and network policies applied from the first boot. | +| Route inference | Configures OpenShell inference routing so agent traffic goes to the provider and model you chose during onboarding (NVIDIA Endpoints, OpenAI, Anthropic, Gemini, compatible endpoints, local Ollama, and others). The agent uses `inference.local` inside the sandbox; credentials stay on the host. | +| Manage the lifecycle | Handles blueprint versioning, digest verification, and sandbox setup. | + +## Key Features + +NemoClaw provides the following product capabilities. + +| Feature | Description | +|---------|-------------| +| Guided onboarding | Validates credentials, selects providers, and creates a working sandbox in one command. | +| Hardened blueprint | A security-first Dockerfile with capability drops, least-privilege network rules, and declarative policy. | +| State management | Safe migration of agent state across machines with credential stripping and integrity verification. | +| Messaging channels | OpenShell-managed processes connect Telegram, Discord, Slack, and similar platforms to the sandboxed agent. NemoClaw configures channels during onboarding; OpenShell supplies the native constructs, credential flow, and runtime supervision. | +| Routed inference | Provider-routed model calls through the OpenShell gateway, transparent to the agent. Supports NVIDIA Endpoints, OpenAI, Anthropic, Google Gemini, compatible endpoints, local Ollama, local vLLM, and the Model Router. | +| Layered protection | Network, filesystem, process, and inference controls that can be hot-reloaded or locked at creation. | + +## Benefits of Using NemoClaw + +Autonomous AI agents can make arbitrary network requests, access the host filesystem, and call any inference endpoint. Without guardrails, this creates security, cost, and compliance risks that grow as agents run unattended. + +NemoClaw provides the following benefits to mitigate these risks. + +| Benefit | Description | +|----------------------------|------------------------------------------------------------------------------------------------------------------------| +| Sandboxed execution | Every agent runs inside an OpenShell sandbox with Landlock, seccomp, and network namespace isolation. No access is granted by default. | +| Routed inference | Model traffic is routed through the OpenShell gateway to your selected provider, transparent to the agent. You can switch providers or models. Refer to Inference Options (use the `nemoclaw-user-configure-inference` skill). | +| Declarative network policy | Egress rules are defined in YAML. Unknown hosts are blocked and surfaced to the operator for approval. | +| Single CLI | The `nemoclaw` command orchestrates the full stack: gateway, sandbox, inference provider, and network policy. | +| Blueprint lifecycle | Versioned blueprints handle sandbox creation, digest verification, and reproducible setup. | + +## Use Cases + +You can use NemoClaw for various use cases including the following. + +| Use Case | Description | +|---------------------------|----------------------------------------------------------------------------------------------| +| Always-on assistant | Run an OpenClaw assistant with controlled network access and operator-approved egress. | +| Sandboxed testing | Test agent behavior in a locked-down environment before granting broader permissions. | +| Remote GPU deployment | Deploy a sandboxed agent to a remote GPU instance for persistent operation. | + +## Next Steps + +Navigate to the following topics to learn more about NemoClaw and how to install and use it. + +- [Architecture Overview](how-it-works.md) to understand how NemoClaw works. +- [Ecosystem](ecosystem.md) to understand how OpenClaw, OpenShell, and NemoClaw relate in the wider stack, and when to use NemoClaw versus OpenShell. +- Quickstart (use the `nemoclaw-user-get-started` skill) to install NemoClaw and run your first sandboxed agent. +- Inference Options (use the `nemoclaw-user-configure-inference` skill) to check the inference providers that NemoClaw supports and how inference routing works. diff --git a/skills/nemoclaw-user-overview/references/release-notes.md b/skills/nemoclaw-user-overview/references/release-notes.md new file mode 100644 index 00000000000..b5d7f664df6 --- /dev/null +++ b/skills/nemoclaw-user-overview/references/release-notes.md @@ -0,0 +1,244 @@ + + +# Release Notes + +NVIDIA NemoClaw is available in early preview starting March 16, 2026. Use this page to track changes. + +## v0.0.53 + +NemoClaw v0.0.53 focuses on safer sandbox recreation, stricter onboarding preflight defaults, local inference reliability, policy coverage, and day-two repair workflows: + +- `nemoclaw onboard` backs up workspace state before deleting an existing sandbox during recreation, including sandboxes that are registered but not ready. If the backup is partial or fails, onboarding aborts before delete so workspace, skills, extensions, identity, memory, messaging state, and credentials are not silently dropped. Set `NEMOCLAW_RECREATE_WITHOUT_BACKUP=1` only when you intentionally want a fresh workspace. +- Under-provisioned container-runtime warnings now default to abort in interactive onboarding. Pressing Enter at the warning stops the run so you can resize Docker Desktop or Colima before the sandbox build stalls. Non-interactive runs continue with a warning, and `NEMOCLAW_IGNORE_RUNTIME_RESOURCES=1` still suppresses the check when you have already accepted the resource trade-off. +- OpenClaw sandboxes can use the new `openclaw-pricing` policy preset for model-pricing reference fetches from LiteLLM and OpenRouter. NemoClaw suggests this preset during OpenClaw onboarding so session JSONL records can populate `usage.cost` without widening egress beyond the two read-only pricing endpoints. +- Local Ollama onboarding is more accurate. NemoClaw validates the `/api/tags` response body through the authenticated proxy, honors accepted no-tools overrides through validation and proxy setup, and uses Ollama's reported runtime context length for `contextWindow` unless you set `NEMOCLAW_CONTEXT_WINDOW`. +- Onboarding and gateway reuse recover from more host-runtime drift. NemoClaw recovers stopped gateways before preserving PVC-backed state, verifies gateway containers before reusing port-conflict state, defers Docker-driver gateway teardown until step `[2/8]`, records Docker-driver sandboxes on macOS, and uses Docker `--gpus` rather than CDI repair on WSL Docker Desktop. +- The sandbox and integration paths handle more common failures cleanly, including Brave Search credential rewrite through OpenShell providers, Telegram placeholder repair, host-gateway `web_fetch` routing, read-only host targets for `share mount`, live gateway drift in `list`, host-alias Kubernetes invocations, Jetson bridge DNS preflight failures, and non-ready sandboxes during maintenance backups. +- Hermes startup no longer treats a fresh root-entrypoint layout as locked state, which avoids false locked-layout detection during sandbox boot. +- Maintainer tooling can export a signed skills catalog, detect untracked files during skills refresh diffs, and run the stale-issue verification workflow added for maintainers. + +## v0.0.52 + +NemoClaw v0.0.52 upgrades the bundled OpenClaw runtime, repairs Hermes sandbox startup, restores onboarding ready output, and hardens Slack onboarding, Windows bootstrap, and private-network handling: + +- Bundles OpenClaw 2026.5.22 as the NemoClaw runtime target through `OPENCLAW_VERSION` in the NemoClaw Dockerfiles. The runtime upgrade addresses Telegram, Discord, and Slack channel registration issues seen on the 2026.5.18 runtime. `nemoclaw-blueprint/blueprint.yaml` keeps `min_openclaw_version` as a compatibility floor for direct blueprint consumers, so the blueprint floor can be lower than the Dockerfile target. Run `nemoclaw rebuild` to pick up the new OpenClaw runtime in existing sandboxes. +- Hermes sandbox startup is more reliable on the v0.14 root entrypoint. NemoClaw precreates `hooks`, `image_cache`, `audio_cache`, and `logs/curator` under `HERMES_HOME`, makes `/sandbox/.hermes` sticky group-writable so the `gateway` user can create runtime state without removing sandbox-owned config files, stops precreating `/sandbox/.hermes/gateway.pid` as a symlink that Hermes v0.14 treats as a PID race, and clears legacy PID and lock state before launch. +- `nemoclaw onboard` ready output points users at `nemoclaw dashboard-url --quiet` again, restoring the dashboard guidance that regressed during an earlier onboarding refactor. +- Slack onboarding validates preconfigured Slack tokens before treating Slack as configured. Invalid `SLACK_BOT_TOKEN` values from the environment or stored credentials no longer cause onboarding to skip the Slack prompt, so the wizard re-prompts for a valid `xoxb-...` token instead of silently advancing with a token Slack cannot use. +- The Windows bootstrap script defers first-run Ubuntu account setup to a separate WSL handoff window again, which keeps PowerShell prompt alignment intact during install. The default distro is `Ubuntu-24.04`, and `bootstrap-windows.ps1 -DistroName Ubuntu` reuses an existing `Ubuntu` distribution. +- The blueprint private-network blocklist reloads when `private-networks.yaml` changes on disk, so long-running NemoClaw processes validate SSRF and private-network rules against the current file instead of stale cached data. + +## v0.0.51 + +NemoClaw v0.0.51 improves messaging controls, local inference setup, sandbox diagnostics, policy validation, and onboarding recovery: + +- Slack setup now supports channel allowlisting. During onboarding, `channels add slack`, and non-interactive rebuilds, set `SLACK_ALLOWED_CHANNELS` to restrict channel `@mention` handling to selected Slack channel IDs. Combine it with `SLACK_ALLOWED_USERS` when you want both channel and member checks. +- Local Ollama setup now detects host installations that are below the minimum supported version and offers an explicit upgrade path. On macOS, NemoClaw uses Homebrew. On Linux, NemoClaw uses the system installer for upgrades and refuses non-interactive upgrade paths that would require a hidden sudo prompt. +- Non-interactive Linux Ollama setup can use a sudo-free user-local install path when passwordless sudo is unavailable. The docs now describe `NEMOCLAW_OLLAMA_INSTALL_MODE`, the user-local install trade-offs, and the manual `zstd` requirement. +- Managed Ollama model selection now uses a memory-aware registry for starter models. If a known bootstrap model does not fit currently available GPU memory, NemoClaw warns and falls back to the largest known model that does fit instead of starting a model that is likely to fail. +- `nemoclaw onboard` restores the managed vLLM menu entry for DGX Spark and DGX Station hosts, which had been hidden after a previous onboard refactor dropped the `gpu.platform` value the vLLM menu builder relies on. +- `nemoclaw resources` and `NEMOCLAW_RESOURCE_PROFILE` expose sandbox CPU and memory profiles. Profiles can be selected during onboarding, and `NEMOCLAW_CPU` or `NEMOCLAW_RAM` can override the selected profile for scripted runs. +- Cloudflare named tunnels are supported through `CLOUDFLARE_TUNNEL_TOKEN`. `nemoclaw tunnel start` passes the token through the environment and expects the named tunnel route to already point at the dashboard port. +- Jira policy validation guidance now matches the maintained preset. Use a Node HTTPS status probe for Atlassian API access and an explicit status-only curl probe for `auth.atlassian.com` when validating approved requests manually. +- Sandbox logs merge OpenClaw gateway output and OpenShell audit events into one stream, and `--tail` applies once to the merged result so policy denials appear beside gateway logs. +- Onboarding recovers more cleanly across host and runtime edge cases, including root-owned config sync directories, stale dashboard port allocation, unreachable Docker daemons, stale dashboard forwards, default NVIDIA CDI spec directories, and Linux Docker-driver health checks. + +## v0.0.50 + +NemoClaw v0.0.50 focused on onboarding reliability, local inference hardening, messaging diagnostics, and sandbox lifecycle cleanup: + +- `nemoclaw onboard` detects DGX Spark hosts where managed Ollama falls back to CPU execution. Local inference setup fails the Ollama validation step with a tailored diagnostic, adds a Spark `OLLAMA_LLM_LIBRARY=cuda_v13` systemd override when that backend is installed, and enables the managed Linux Ollama service so local inference survives reboot. +- Compatible endpoint setup rejects `host.docker.internal` inference URLs because OpenShell sandboxes do not have a portable host-service route through that name. Use Local Ollama's authenticated proxy path or a policy-managed host service instead. +- Telegram setup now surfaces BotFather group privacy guidance. Disable privacy mode, then remove and re-add the bot to each group before testing group delivery. +- Maintenance commands recover the OpenShell gateway before retrying sandbox-list operations, which makes rebuild, recover, upgrade, and backup flows more resilient after gateway drift. +- NemoClaw no longer writes proxy hooks into sandbox shell startup files. Local proxy configuration stays on supported OpenShell and NemoClaw paths rather than mutating user shell rc files. +- Windows bootstrap installs Ubuntu 24.04 when WSL is present but no Ubuntu distribution is registered. + +## v0.0.49 + +NemoClaw v0.0.49 is a hardening release focused on reliability, clearer diagnostics, OpenClaw compatibility, and stronger validation coverage: + +- Gateway failures now fail faster and explain more. `nemoclaw status` classifies gateway probe failures by layer, distinguishing a named gateway port that is not accepting connections, a named gateway that is present but not Connected, the active OpenShell gateway pointing at a different name, and a named gateway that is not configured at all. `nemoclaw connect` exits early with recovery guidance when the OpenShell gateway is down. +- Gateway upgrade and fallback paths are more stable. The release hardens older gateway fallback coverage, OpenShell gateway upgrade checks, crash-loop detection tests, and Brev GPU bridge gateway traffic coverage. +- Status and doctor now report a fresh mutable sandbox as not configured instead of `down`, and `nemoclaw logs --tail ` is locked in as a NemoClaw line count rather than OpenShell's follow-flag pun. `nemoclaw debug --quick` reports restricted kernel-log access as a skipped section instead of surfacing raw `dmesg` permission errors. +- OpenClaw compatibility is more resilient across runtime changes. Kimi mixed tool calls are normalized more consistently, compatible OpenClaw JSON envelope changes are tolerated in tests, and OpenClaw patch drift is easier to classify during image builds. +- Messaging channel removal is now a clean teardown. The sandbox registry and onboard session policy preset state stay in sync so removed presets do not return during later `onboard --resume` or rebuild flows; QR-paired channels also have their durable in-sandbox session directory wiped before the rebuild and removal aborts cleanly when that wipe cannot be confirmed; and `~/.nemoclaw/config.json` is re-synced from the host across every rebuild resume path so the OpenClaw plugin no longer crashes on the Dockerfile placeholder. +- Hermes sandboxes apply only the messaging channel policies the operator selects instead of pre-enabling every Hermes messaging provider, and dynamic preset application resolves Hermes-specific policy content so Discord on Hermes no longer falls back to generic Node allowlists. +- `nemoclaw snapshot restore --to ` now refuses to overwrite an existing destination unless you pass `--force`, which makes destructive clone restores an explicit opt-in. +- Source-checkout installs bootstrap OpenShell when needed before running preflight, so `git clone` based installs can reach the same managed OpenShell setup path as packaged installs. The Linux installer, onboard preflight, and prerequisites docs also explain why NemoClaw needs Docker group membership and the privilege impact of granting it. +- NVIDIA NIM preflight rejects WDDM placeholder GPU names on hosts without NVIDIA firmware, and Jetson onboarding refuses sandbox GPU passthrough instead of creating a configuration the sandbox cannot use. +- CLI and E2E coverage cover more real user paths. Missing `channels` arguments now print the correct usage, scenario suites use supported sandbox subcommands, scenario tests build against the full repository CLI, and security-sensitive credential paths have broader coverage. +- Release infrastructure now targets Node 24 in GitHub Actions. The E2E advisor also comments with clearer scenario guidance and waits for required PR checks before deciding. + +## v0.0.48 + +NemoClaw v0.0.48 improves onboarding, sandbox builds, local inference, messaging, and day-two sandbox operations: + +- Windows WSL onboarding detects Windows-host Ollama through both the HTTP endpoint and a Windows process probe, so the installer can offer start or restart actions even when the daemon is installed but not yet reachable from WSL. +- Onboarding no longer prints a noisy `No active forward found` warning when it performs best-effort dashboard forward cleanup before rebuilding or recovering a sandbox. +- `nemoclaw share mount` verifies the requested remote path against the target sandbox name, so probes for non-default sandboxes no longer accidentally inspect the default sandbox. +- The OpenClaw plugin tolerates an empty or malformed onboard `config.json` by falling back to default onboard status instead of failing during startup. +- Hermes messaging policies are scoped to Hermes-supported channel behavior, keeping unsupported OpenClaw-specific messaging access out of Hermes sandboxes. +- Onboard session snapshots persist machine-readable state for resume flows, which makes provider and policy decisions more durable across retries. +- DGX Spark GPU sandbox recreation restores the startup path for Hermes by patching Docker GPU state and preserving the marker files the Hermes entrypoint needs. +- Discord messaging routes REST and gateway traffic through the sandbox proxy path, including a loopback proxy for gateway traffic, so Discord channels work through the same policy-controlled egress model as other sandbox traffic. +- Sandbox base images now include Homebrew and a `python` to `python3` compatibility symlink, reducing first-run setup for package and script workflows inside the sandbox. +- The NemoClaw sandbox image includes a Docker health check so container runtimes can report whether the in-sandbox gateway is responding. +- Sandbox startup resolves workspace template files from the installed package when source-relative files are not available, which helps package installs seed a fresh workspace consistently. +- Installer checksum verification prefers `sha256sum` and falls back when needed, improving compatibility on Linux hosts where `shasum` is not installed. +- VM-driver snapshot health checks now use gateway metadata instead of stale local assumptions, so snapshot operations fail less often after gateway state changes. + +## v0.0.47 + +NemoClaw v0.0.47 focused on release hardening and validation coverage: + +- The scenario E2E framework gained baseline onboarding coverage for CLI setup, OpenShell gateway creation, sandbox state, inference routing, and smoke tests. +- Messaging provider scenarios now validate provider attachment, placeholder configuration, secret-leak prevention, bridge reachability, Discord gateway routing, Slack provider state, Telegram injection safety, and token-rotation isolation. +- CLI command registration was refactored so public display defaults stay consistent across sandbox channel, host, log, policy, skill, and snapshot commands. +- PR review advisor automation was added for maintainers, with deterministic GitHub context gathering and structured review comments. +- The release refreshed v0.0.46 documentation, generated user skills, navigation, and version metadata. + +## v0.0.46 + +NemoClaw v0.0.46 improves Windows setup, messaging channels, Hermes sandboxes, inference routing, and command compatibility: + +- Windows users can start from the bootstrap PowerShell script, and WSL installs can accept express install to use the Windows-host Ollama path automatically. +- Messaging channels add WhatsApp support. `channels add whatsapp` records the channel, rebuilds the sandbox, and then pairs through the agent-specific QR command inside the sandbox. +- `nemoclaw exec` runs non-interactive commands inside a running sandbox through OpenShell and exits with the remote command's status. +- Hermes sandboxes can use the managed tool gateway broker for supported tool routes, and Hermes startup recovers its readiness marker more reliably. +- Compatible Anthropic endpoint setup auto-detects Amazon Bedrock Runtime endpoints and starts the local adapter needed for OpenShell routing. +- Local Ollama setup on WSL native Docker now routes through NemoClaw's authenticated proxy, and subprocesses inherit the proxy bypass settings used by onboarding. +- Model Router setup probes supported host Python interpreters and falls back to the next usable one when virtual environment creation fails. +- The NemoClaw OpenClaw plugin registers the `/nemoclaw` command again after package metadata changes, and sandbox extension backups restore compatibility with current snapshots. +- Sandbox builds patch OpenClaw's tool catalog to reduce startup latency for Nemotron-focused sandboxes. +- `nemoclaw uninstall` docs now show how to pass flags through the hosted install script form. + +## v0.0.45 + +NemoClaw v0.0.45 improves onboarding recovery, local inference behavior, channel cleanup, sandbox sharing diagnostics, and uninstall cleanup: + +- `nemoclaw onboard` handles GPU setup failures more directly. It can replace a stale CPU-only gateway when doing so is safe, skips GPU advice when you explicitly pass `--no-gpu`, points working-driver hosts toward NVIDIA Container Toolkit setup, and enforces the 63-character sandbox name limit before names reach OpenShell. +- Preflight checks catch more host setup issues before the sandbox build starts. Container DNS probing uses a fresh `.invalid` lookup so cached DNS answers do not hide blocked resolver egress, and restrictive checkout file modes no longer make model-specific setup manifests unreadable inside the image. +- Local inference setup is more predictable. Managed vLLM accepts `NEMOCLAW_VLLM_MODEL` for supported registry slugs and checks Hugging Face tokens before pulling gated models. Ollama-backed sandboxes now enable streamed usage accounting so OpenClaw token counters update after each turn. +- Messaging channel removal is a clean inverse of channel add. `nemoclaw channels remove ` detaches live bridge providers before deleting them and un-applies the matching built-in network policy preset when it was active. +- `nemoclaw share mount` fails earlier with clearer guidance when the sandbox path cannot be verified or the host mount target is on a read-only filesystem. +- `nemoclaw uninstall` stops host `openshell-gateway` processes, and subprocesses add IPv6 loopback plus wildcard local bind addresses to `NO_PROXY` so local traffic stays off forwarded proxies. +- Diagnostics and internal command output redact more credential-shaped values and use private temporary directories for generated SSH and config files. + +## v0.0.44 + +NemoClaw v0.0.44 improves onboarding reliability, GPU sandbox networking, local inference verification, messaging recovery, and remote dashboard access: + +- `nemoclaw onboard` handles DGX Spark and Jetson hosts more conservatively. Unified-memory GPU detection works for Spark, Jetson defaults to CPU-only sandbox passthrough unless you opt in, and local Ollama validation tolerates slow unified-memory model loads that still fit host memory. +- Linux Docker-driver GPU sandboxes preserve `host.openshell.internal` during recreation and inject a reachable DNS resolver when the host uses a systemd-resolved loopback nameserver, which keeps local inference and external DNS working after GPU patching. +- Onboarding and sandbox builds fail less often on first run. Preflight can guide missing NVIDIA Container Toolkit setup, Docker builds force BuildKit for Dockerfile bind mounts, npm installs retry transient registry resets, and compatible-endpoint onboarding runs a final inference smoke check before reporting success. +- `nemoclaw connect` repairs stale `inference.local` routes before opening the shell, reports local Ollama backend and auth-proxy diagnostics when repair fails, and `--probe-only` keeps dashboard and process recovery from failing just because inference repair needs follow-up. +- `nemoclaw channels add ` applies the matching built-in network policy preset before rebuild, and rebuilds preserve paused channel state so stopped messaging channels stay disabled after destroy and recreate. +- Remote hosts can opt into dashboard forwarding on all interfaces with `NEMOCLAW_DASHBOARD_BIND=0.0.0.0`, and gateway drift checks now stop backup, status, rebuild, recover, and upgrade flows before they trust stale OpenShell state. +- Workspace restore uploads backed-up directories file by file, dashboard forwards retry while stopped ports are still releasing, and the in-sandbox OpenClaw gateway respawns after unexpected exits. + +## v0.0.43 + +NemoClaw v0.0.43 improves GPU onboarding and uninstall cleanup on Linux Docker-driver hosts: + +- The standard installer can repair missing NVIDIA CDI device specs before onboarding by enabling the NVIDIA CDI refresh service, then falling back to direct `nvidia-ctk` spec generation when needed. +- Linux Docker-driver GPU onboarding handles the Docker flags and sandbox policy needed for NVIDIA GPU proof writes to `/proc//task//comm`, which fixes DGX Spark installs that previously failed with a permission error during direct GPU proof. +- `nemoclaw uninstall` removes the Linux gateway state directory under `~/.local/state/nemoclaw`, including gateway PID, SQLite, audit log, and VM-driver state left by Docker-driver gateways. + +## v0.0.42 + +NemoClaw v0.0.42 improves onboarding, status diagnostics, local inference checks, and messaging setup: + +- `nemoclaw onboard` uses the Docker-driver OpenShell gateway path on macOS and no longer requires VM driver helper assets for standard macOS onboarding. +- Dashboard port selection probes occupied ports more thoroughly, including root-owned listeners on macOS, and rolls back a newly-created sandbox if the dashboard forward cannot start after the image build. +- `nemoclaw status` shows `Inference` and `Connected` fields for each listed sandbox, and cloudflared service output now distinguishes stopped, invalid PID file, and stale PID states with a `nemoclaw tunnel start` recovery hint. +- Local Ollama status and doctor checks now probe the authenticated proxy in addition to the backend, so a broken proxy is reported separately from a healthy `127.0.0.1:11434` backend. +- Compatible OpenAI endpoint validation retries reasoning-only smoke responses with a larger output budget before classifying the setup as a model output budget problem instead of a route failure. +- `channels add` and `channels remove` normalize channel names before saving or rebuilding, and `channels add` hints when a matching built-in policy preset exists but is not applied yet. +- GPU recovery and uninstall output now use registry-aware recovery commands and clearer gateway removal wording. +- Onboarding applies selected built-in policy presets in a single policy update when possible, while preserving the final live policy and registry state. +- The installer handles unchanged user-local CLI shims idempotently, avoiding duplicate shim-creation messages during install-plus-verify flows. + +## v0.0.41 + +NemoClaw v0.0.41 improves Docker-driver onboarding and release compatibility: + +- `nemoclaw onboard` can pin fresh OpenShell installs to a published release that fits the blueprint's tested version range, while retaining the installer fallback when release metadata is unavailable. +- Docker-driver gateway startup verifies that sandbox containers can reach `host.openshell.internal` before reporting the gateway healthy, and Linux firewall failures include a targeted `ufw` remediation. +- Local Ollama setup probes sandbox-to-proxy reachability before it commits the inference route, so blocked `11435` traffic stops onboarding with a rerun-safe fix instead of leaving a broken route. +- Linux Docker-driver GPU onboarding can recreate the OpenShell-managed sandbox container with NVIDIA GPU access and leaves diagnostics plus cleanup guidance when GPU readiness fails. +- `nemoclaw uninstall` removes all installer-managed OpenShell helper binaries unless you pass `--keep-openshell`. + +## v0.0.40 + +NemoClaw v0.0.40 improves onboarding reliability, local inference setup, and sandbox recovery: + +- `nemoclaw onboard` uses the Docker-driver OpenShell gateway path on macOS with OpenShell 0.0.37, repairs incomplete Docker-driver installs before startup, and installs the platform-specific gateway asset it needs. +- The Docker-driver gateway startup check waits for the gateway port to accept TCP connections before it reports the gateway as healthy, and startup failures now include child process exit details. +- Local Ollama setup requires the authenticated reverse proxy token on every native Ollama API route, including `GET /api/tags`. +- The Linux Ollama install path preflights `zstd` before running the official installer and explains why each sudo-backed setup step needs elevated privileges. +- The onboarding provider menu offers an already-running local vLLM server directly when `localhost:8000` responds. Managed vLLM install and start options now appear by default on DGX Spark and DGX Station, while generic Linux NVIDIA GPU hosts remain behind the experimental opt-in. +- Policy tier defaults are filtered by active agent support, so presets such as Brave Search are not reapplied to agents that do not support that integration. +- `nemoclaw connect` checks dashboard forward reachability with a TCP probe before it reports a forward as stale. +- Sandbox startup captures a known-good OpenClaw config baseline and restores it on restart if `/sandbox/.openclaw/openclaw.json` becomes empty. +- The NemoClaw OpenClaw plugin package declares compatibility metadata for OpenClaw package tooling. + +## v0.0.39 + +NemoClaw v0.0.39 improves several day-two workflows: + +- The installer checks Docker earlier on Linux, can install and start Docker when needed, and stops with `newgrp docker` guidance when the current shell has not picked up the `docker` group yet. +- DGX Spark and DGX Station users can accept an express install prompt that preselects the local inference path and suggested policy defaults. +- NemoClaw now creates GPU-capable OpenShell Docker sandboxes by default when an NVIDIA GPU is available, with explicit `--sandbox-gpu`, `--no-sandbox-gpu`, and `--sandbox-gpu-device` controls. +- `nemohermes` supports Hermes Provider onboarding and runtime model switches through `nemohermes inference set`. +- `nemoclaw hosts-add`, `hosts-list`, and `hosts-remove` manage sandbox host aliases for LAN-only services. +- `nemoclaw update` checks and runs the maintained installer flow, while `nemoclaw upgrade-sandboxes` remains responsible for rebuilding existing sandboxes. +- `nemoclaw destroy` preserves the shared gateway by default unless `--cleanup-gateway` is selected. +- `nemoclaw connect` repairs stale `inference.local` DNS proxy routes before opening the session. +- Windows-host Ollama onboarding relaunches the daemon with the reachable binding after install or restart. +- Local NVIDIA NIM onboarding passes `NGC_API_KEY` or `NVIDIA_API_KEY` into the managed container without putting the secret in process arguments, detects early container exits during health checks, and prints a per-GPU preflight breakdown on mixed-model hosts. +- The sandbox startup path strips additional Linux capabilities before and during privilege step-down. +- OpenClaw workspace template files are seeded when bootstrap is skipped and the workspace is still empty. +- Kimi K2.6 and related NVIDIA-hosted chat-completions paths include model-specific compatibility handling for reasoning output. + +## v0.0.38 + +NemoClaw v0.0.38 improves several day-two workflows: + +- `nemoclaw status` shows the gateway's active policy version in the displayed policy YAML when OpenShell reports one. +- `nemoclaw uninstall` stops matching Local Ollama auth proxy processes before it removes `~/.nemoclaw`, which prevents stale listeners from blocking a later reinstall. +- Local Ollama onboarding validates structured chat-completions tool calls and rejects models that leak tool-call payloads as plain text. +- Blueprint policy additions under `components.policy.additions` are validated, merged into the live policy, applied through OpenShell, and recorded in run metadata. +- Rebuild backups tolerate partial archive output when usable data was produced, then report only the manifest-defined paths that could not be archived. +- NemoHermes uninstall output uses NemoHermes-specific help, progress, and completion text. + +## v0.0.34 + +Starting with NemoClaw v0.0.34, the `curl -fsSL https://www.nvidia.com/nemoclaw.sh | bash` installer pipeline no longer auto-accepts the third-party software notice when stdin is piped and `/dev/tty` is unavailable (for example, deeply detached SSH sessions or some container shells). +In environments without a TTY, accept upfront in the pipe: + +```console +$ curl -fsSL https://www.nvidia.com/nemoclaw.sh | NEMOCLAW_ACCEPT_THIRD_PARTY_SOFTWARE=1 bash +``` + +Or pass the flag through to the installer: + +```console +$ curl -fsSL https://www.nvidia.com/nemoclaw.sh | bash -s -- --yes-i-accept-third-party-software +``` + +Or re-run from a terminal with a controlling TTY: + +```console +$ bash <(curl -fsSL https://www.nvidia.com/nemoclaw.sh) +``` + +The installer error message in v0.0.35+ surfaces all three invocations directly so users can copy-paste a recovery without leaving the terminal. + +## Component Version Policy + +NemoClaw pins the OpenClaw version inside the sandbox at build time via `OPENCLAW_VERSION` in the NemoClaw Dockerfiles. +The `min_openclaw_version` field in `nemoclaw-blueprint/blueprint.yaml` is the compatibility floor for direct blueprint consumers and may be lower than the NemoClaw runtime target. +Existing sandboxes do not auto-upgrade. +Run `nemoclaw status` to see the OpenClaw version currently running in a sandbox, and `nemoclaw rebuild` to pick up a newer pin from a NemoClaw upgrade. +See Checking the OpenClaw version (use the `nemoclaw-user-reference` skill) for the full policy. diff --git a/skills/nemoclaw-user-reference/SKILL.md b/skills/nemoclaw-user-reference/SKILL.md new file mode 100644 index 00000000000..020f52f5df4 --- /dev/null +++ b/skills/nemoclaw-user-reference/SKILL.md @@ -0,0 +1,18 @@ +--- +name: "nemoclaw-user-reference" +description: "Describes the NemoClaw plugin and blueprint architecture and how they orchestrate the OpenClaw sandbox. Use when looking up architecture, plugin structure, or blueprint design. Trigger keywords - nemoclaw architecture, nemoclaw plugin blueprint structure, nemoclaw vs openshell, which cli, nemoclaw cli, openshell cli, sandbox commands, nemoclaw cli commands, nemoclaw command reference, nemoclaw network policy, sandbox egress control operator approval, nemoclaw troubleshooting, nemoclaw debug sandbox issues." +license: "Apache-2.0" +--- + + + + +# Architecture Details + +## References + +- **Load [references/architecture.md](references/architecture.md)** when looking up architecture, plugin structure, or blueprint design. Describes the NemoClaw plugin and blueprint architecture and how they orchestrate the OpenClaw sandbox. +- **[references/cli-selection-guide.md](references/cli-selection-guide.md)** — Explains when to use `nemoclaw` versus `openshell` for NemoClaw-managed sandboxes, including lifecycle, inference, policy, monitoring, file transfer, and gateway operations. +- **Load [references/commands.md](references/commands.md)** when looking up a specific `nemoclaw` or `/nemoclaw` subcommand, flag, argument, or exit code. Includes the full CLI reference for slash commands and standalone NemoClaw commands. +- **Load [references/network-policies.md](references/network-policies.md)** when looking up a specific default endpoint, filesystem path, or the runtime approval sequence NemoClaw applies on blocked requests. Covers the baseline network policy, filesystem rules, and operator approval flow. +- **Load [references/troubleshooting.md](references/troubleshooting.md)** when diagnosing a reported NemoClaw error, a failed onboard, or unexpected sandbox behavior. Lists fixes for common installation, onboarding, and runtime issues. diff --git a/skills/nemoclaw-user-reference/evals/evals.json b/skills/nemoclaw-user-reference/evals/evals.json new file mode 100644 index 00000000000..d303e6d5cd9 --- /dev/null +++ b/skills/nemoclaw-user-reference/evals/evals.json @@ -0,0 +1,92 @@ +[ + { + "id": "docs-reference-architecture-001", + "question": "I'm using the architecture reference. Help me verify implementation and operations details so I can make changes or debug behavior from the right mental model.", + "expected_skill": "nemoclaw-user-reference", + "ground_truth": "A NemoClaw-specific answer that helps the user verify implementation and operations details and gives enough concrete guidance, decision criteria, verification steps, or risk framing to make changes or debug behavior from the right mental model." + }, + { + "id": "docs-reference-architecture-002", + "question": "I'm locating the right layer for a change. Help me connect structure, lifecycle, and ownership so I can edit the plugin, blueprint, or sandbox layer intentionally.", + "expected_skill": "nemoclaw-user-reference", + "ground_truth": "A NemoClaw-specific answer that helps the user connect structure, lifecycle, and ownership and gives enough concrete guidance, decision criteria, verification steps, or risk framing to edit the plugin, blueprint, or sandbox layer intentionally." + }, + { + "id": "docs-reference-architecture-003", + "question": "I'm modifying architecture-sensitive files. Help me understand the invariants that must remain true so I can avoid breaking sandbox creation or operation.", + "expected_skill": "nemoclaw-user-reference", + "ground_truth": "A NemoClaw-specific answer that helps the user understand the invariants that must remain true and gives enough concrete guidance, decision criteria, verification steps, or risk framing to avoid breaking sandbox creation or operation." + }, + { + "id": "docs-reference-cli-selection-guide-001", + "question": "I'm choosing between `nemoclaw` and `openshell`. Help me pick the command surface that owns my operation so I can complete the task without breaking NemoClaw management.", + "expected_skill": "nemoclaw-user-reference", + "ground_truth": "A NemoClaw-specific answer that helps the user pick the command surface that owns my operation and gives enough concrete guidance, decision criteria, verification steps, or risk framing to complete the task without breaking NemoClaw management." + }, + { + "id": "docs-reference-cli-selection-guide-002", + "question": "I'm tempted to run a low-level OpenShell command. Help me understand when it bypasses NemoClaw lifecycle expectations so I can avoid unsupported or confusing states.", + "expected_skill": "nemoclaw-user-reference", + "ground_truth": "A NemoClaw-specific answer that helps the user understand when it bypasses NemoClaw lifecycle expectations and gives enough concrete guidance, decision criteria, verification steps, or risk framing to avoid unsupported or confusing states." + }, + { + "id": "docs-reference-cli-selection-guide-003", + "question": "I'm doing onboarding, policy, debugging, or low-level sandbox work. Help me apply a simple CLI selection rule so I can move quickly without memorizing every command boundary.", + "expected_skill": "nemoclaw-user-reference", + "ground_truth": "A NemoClaw-specific answer that helps the user apply a simple CLI selection rule and gives enough concrete guidance, decision criteria, verification steps, or risk framing to move quickly without memorizing every command boundary." + }, + { + "id": "docs-reference-commands-001", + "question": "I'm opening the CLI command reference. Help me find the exact action, flag, or recovery path I need so I can run the right command without scanning source code.", + "expected_skill": "nemoclaw-user-reference", + "ground_truth": "A NemoClaw-specific answer that helps the user find the exact action, flag, or recovery path I need and gives enough concrete guidance, decision criteria, verification steps, or risk framing to run the right command without scanning source code." + }, + { + "id": "docs-reference-commands-002", + "question": "I'm choosing among setup, lifecycle, policy, inference, and diagnostic commands. Help me see command groups and examples clearly so I can locate the right command faster.", + "expected_skill": "nemoclaw-user-reference", + "ground_truth": "A NemoClaw-specific answer that helps the user see command groups and examples clearly and gives enough concrete guidance, decision criteria, verification steps, or risk framing to locate the right command faster." + }, + { + "id": "docs-reference-commands-003", + "question": "I'm using `nemoclaw` in scripts or CI. Help me understand example output and exit behavior so I can automate safely and handle failures correctly.", + "expected_skill": "nemoclaw-user-reference", + "ground_truth": "A NemoClaw-specific answer that helps the user understand example output and exit behavior and gives enough concrete guidance, decision criteria, verification steps, or risk framing to automate safely and handle failures correctly." + }, + { + "id": "docs-reference-network-policies-001", + "question": "I'm reading the network policy reference. Help me understand baseline access decisions so I can assess the sandbox's default exposure.", + "expected_skill": "nemoclaw-user-reference", + "ground_truth": "A NemoClaw-specific answer that helps the user understand baseline access decisions and gives enough concrete guidance, decision criteria, verification steps, or risk framing to assess the sandbox's default exposure." + }, + { + "id": "docs-reference-network-policies-002", + "question": "I'm reviewing default rules and filesystem constraints. Help me know what is allowed before any customization so I can decide what needs to change for my environment.", + "expected_skill": "nemoclaw-user-reference", + "ground_truth": "A NemoClaw-specific answer that helps the user know what is allowed before any customization and gives enough concrete guidance, decision criteria, verification steps, or risk framing to decide what needs to change for my environment." + }, + { + "id": "docs-reference-network-policies-003", + "question": "I'm tracing a denied request. Help me understand how operator approval turns into policy so I can audit and reason about egress changes.", + "expected_skill": "nemoclaw-user-reference", + "ground_truth": "A NemoClaw-specific answer that helps the user understand how operator approval turns into policy and gives enough concrete guidance, decision criteria, verification steps, or risk framing to audit and reason about egress changes." + }, + { + "id": "docs-reference-troubleshooting-001", + "question": "I'm troubleshooting a NemoClaw problem. Help me map my symptom to the fastest safe recovery step so I can get unstuck without making the environment worse.", + "expected_skill": "nemoclaw-user-reference", + "ground_truth": "A NemoClaw-specific answer that helps the user map my symptom to the fastest safe recovery step and gives enough concrete guidance, decision criteria, verification steps, or risk framing to get unstuck without making the environment worse." + }, + { + "id": "docs-reference-troubleshooting-002", + "question": "I'm uncertain which subsystem failed. Help me run diagnostics that separate install, onboarding, runtime, policy, and inference issues so I can focus on the likely cause.", + "expected_skill": "nemoclaw-user-reference", + "ground_truth": "A NemoClaw-specific answer that helps the user run diagnostics that separate install, onboarding, runtime, policy, and inference issues and gives enough concrete guidance, decision criteria, verification steps, or risk framing to focus on the likely cause." + }, + { + "id": "docs-reference-troubleshooting-003", + "question": "I'm asking the community or filing an issue. Help me collect the right logs, versions, and error details so I can give maintainers enough information to help.", + "expected_skill": "nemoclaw-user-reference", + "ground_truth": "A NemoClaw-specific answer that helps the user collect the right logs, versions, and error details and gives enough concrete guidance, decision criteria, verification steps, or risk framing to give maintainers enough information to help." + } +] diff --git a/skills/nemoclaw-user-reference/references/architecture.md b/skills/nemoclaw-user-reference/references/architecture.md new file mode 100644 index 00000000000..07e193434aa --- /dev/null +++ b/skills/nemoclaw-user-reference/references/architecture.md @@ -0,0 +1,260 @@ + + +# Architecture Details + +NemoClaw combines a host CLI, a TypeScript plugin that runs with OpenClaw inside the sandbox, and a versioned YAML blueprint that defines the sandbox image, policies, and inference profiles applied through OpenShell. + +## System Overview + +NVIDIA OpenShell is a general-purpose agent runtime. It provides sandbox containers, a credential-storing gateway, inference proxying, and policy enforcement, but has no opinions about what runs inside. NemoClaw is an opinionated reference stack built on OpenShell that handles what goes in the sandbox and makes the setup accessible. + +```mermaid +graph LR + classDef nemoclaw fill:#76b900,stroke:#5a8f00,color:#fff,stroke-width:2px,font-weight:bold + classDef openshell fill:#1a1a1a,stroke:#1a1a1a,color:#fff,stroke-width:2px,font-weight:bold + classDef sandbox fill:#444,stroke:#76b900,color:#fff,stroke-width:2px,font-weight:bold + classDef agent fill:#f5f5f5,stroke:#e0e0e0,color:#1a1a1a,stroke-width:1px + classDef external fill:#f5f5f5,stroke:#e0e0e0,color:#1a1a1a,stroke-width:1px + classDef user fill:#fff,stroke:#76b900,color:#1a1a1a,stroke-width:2px,font-weight:bold + + USER(["👤 User"]):::user + + subgraph EXTERNAL["External Services"] + INFERENCE["Inference Provider
NVIDIA Endpoints · OpenAI
Anthropic · Ollama · vLLM · Model Router"]:::external + MSGAPI["Messaging Platforms
Telegram · Discord · Slack"]:::external + INTERNET["Internet
PyPI · npm · GitHub · APIs"]:::external + end + + subgraph HOST["Host Machine"] + + subgraph NEMOCLAW["NemoClaw"] + direction TB + NCLI["CLI + Onboarding
Guided setup · provider selection
credential validation · deploy"]:::nemoclaw + BP["Blueprint
Hardened Dockerfile
Network policies · Presets
Security configuration"]:::nemoclaw + MIGRATE["State Management
Migration snapshots
Credential stripping
Integrity verification"]:::nemoclaw + end + + subgraph OPENSHELL["OpenShell"] + direction TB + GW["Gateway
Credential store
Inference proxy
Policy engine
Device auth"]:::openshell + OSCLI["openshell CLI
provider · sandbox
gateway · policy"]:::openshell + CHMSG["Channel messaging
OpenShell-managed
Telegram · Discord · Slack"]:::openshell + + subgraph SANDBOX["Sandbox Container 🔒"] + direction TB + AGENT["Agent
OpenClaw or any
compatible agent"]:::agent + PLUG["NemoClaw Plugin
Extends agent with
managed configuration"]:::sandbox + end + end + end + + USER -->|"nemoclaw onboard
nemoclaw connect"| NCLI + USER -->|"Chat messages"| MSGAPI + + NCLI -->|"Orchestrates"| OSCLI + BP -->|"Defines sandbox
shape + policies"| SANDBOX + MIGRATE -->|"Safe state
transfer"| SANDBOX + + AGENT -->|"Inference requests
no credentials"| GW + GW -->|"Proxied with
credential injected"| INFERENCE + + MSGAPI -->|"Platform APIs"| CHMSG + CHMSG -->|"Deliver to agent"| AGENT + + AGENT -.->|"Policy-gated"| INTERNET + GW -.->|"Enforced by
gateway"| INTERNET +``` + +## Deployment Topology + +The logical diagram above shows how components relate. +This section shows what actually runs where on the host. +NemoClaw's default Docker-driver topology does not place the sandbox in an embedded k3s cluster. +On Linux and Apple Silicon macOS, NemoClaw starts the OpenShell Docker-driver gateway and creates the sandbox as a Docker container. +The gateway normally runs as a host process; Linux hosts that need the gateway compatibility patch may run the same gateway binary inside a small container. +In both Docker-driver modes, the sandbox is a Docker container, not a Kubernetes pod. +Legacy non-Docker-driver installs still use the k3s-based gateway path; the diagram below shows the standard Docker-driver topology. + +```mermaid +graph TB + classDef host fill:#fff,stroke:#76b900,stroke-width:2px,color:#1a1a1a,font-weight:bold + classDef cli fill:#76b900,stroke:#5a8f00,color:#fff,stroke-width:2px,font-weight:bold + classDef docker fill:#2496ed,stroke:#1577c2,color:#fff,stroke-width:2px,font-weight:bold + classDef gateway fill:#1a1a1a,stroke:#1a1a1a,color:#fff,stroke-width:2px,font-weight:bold + classDef sandbox fill:#444,stroke:#76b900,color:#fff,stroke-width:2px + classDef external fill:#f5f5f5,stroke:#e0e0e0,color:#1a1a1a,stroke-width:1px + + subgraph HOST["Host machine · Linux / Apple Silicon macOS / DGX Spark / DGX Station"] + direction TB + CLI["nemoclaw CLI
bin/nemoclaw.js → dist/
onboard · connect · status · logs"]:::cli + GW["OpenShell gateway
host process by default
credential store · lifecycle · L7 proxy"]:::gateway + + subgraph DOCKER["Docker daemon"] + direction TB + SANDBOX["Sandbox container 🔒
Landlock + seccomp + netns
OpenClaw agent + NemoClaw plugin"]:::sandbox + end + end + + INFER["Inference provider
NVIDIA Endpoints · OpenAI
Anthropic · Ollama · vLLM · Model Router"]:::external + + CLI -->|"openshell CLI
(orchestrates)"| GW + GW -->|"creates/recreates
Docker-driver sandbox"| SANDBOX + SANDBOX -->|"inference requests
placeholder credentials"| GW + GW -->|"egress with real credentials
injected at the L7 proxy"| INFER + + class HOST host + class DOCKER docker + class GW gateway + class SANDBOX sandbox +``` + +Layering from top to bottom: + +| Layer | Runs as | Role | +|---|---|---| +| Host CLI | Host process (`nemoclaw` on Node.js) | Orchestrates OpenShell via `openshell` CLI calls. | +| OpenShell gateway | Host process by default; optional Linux compatibility container when the gateway binary needs a newer host ABI | Hosts the credential store, owns sandbox lifecycle coordination, and provides the L7 proxy. | +| Docker daemon | Host service | Runs the Docker-driver sandbox container and, on affected Linux hosts, the optional gateway compatibility container. | +| Sandbox container | Docker container | Runs the OpenClaw agent and the NemoClaw plugin under Landlock + seccomp + netns. | +| OpenShell L7 proxy | Gateway process | Intercepts agent egress and rewrites `Authorization` headers (Bearer/Bot) and URL-path segments to inject the real credential at the network boundary. | + +NemoClaw never gives the sandbox a raw provider key. +At onboard time it registers credentials with OpenShell's provider/placeholder system, and the L7 proxy substitutes the real value into outbound requests at egress. +The CLI helper `isInferenceRouteReady` (in `src/lib/onboard.ts`) is a host-side readiness check used by the resume flow to decide whether the active route already covers the chosen provider and model — it is not a runtime component. + +For the DGX Spark-specific variant of this topology (cgroup v2, aarch64, unified memory), refer to the [NVIDIA Spark playbook](https://build.nvidia.com/spark/nemoclaw). + +## NemoClaw Plugin + +The plugin is a thin TypeScript package that registers an inference provider and the `/nemoclaw` slash command. +It runs in-process with the OpenClaw gateway inside the sandbox. +It also registers runtime hooks that keep the agent aware of its environment. +Before an agent turn starts, the plugin prepends a short context block with the active sandbox name, sandbox phase, network policy summary, and filesystem policy summary. +When the policy or phase changes during a session, the plugin sends a smaller update block instead of repeating the full context. + +```text +nemoclaw/ +├── src/ +│ ├── index.ts Plugin entry: registers all commands +│ ├── cli.ts Commander.js subcommand wiring +│ ├── runtime-context.ts Sandbox and policy context injection +│ ├── commands/ +│ │ ├── launch.ts Fresh install into OpenShell +│ │ ├── connect.ts Interactive shell into sandbox +│ │ ├── status.ts Blueprint run state + sandbox health +│ │ ├── logs.ts Stream blueprint and sandbox logs +│ │ └── slash.ts /nemoclaw chat command handler +│ └── blueprint/ +│ ├── resolve.ts Version resolution, cache management +│ ├── fetch.ts Download blueprint from OCI registry +│ ├── verify.ts Digest verification, compatibility checks +│ ├── exec.ts Subprocess execution of blueprint runner +│ └── state.ts Persistent state (run IDs) +├── openclaw.plugin.json Plugin manifest +└── package.json Commands declared under openclaw.extensions +``` + +## NemoClaw Blueprint + +The blueprint is a versioned YAML package with its own release stream. +The runner resolves, verifies, and applies the blueprint through the OpenShell CLI. +The blueprint defines the sandbox shape, default policies, and inference profiles; the runner performs the OpenShell operations. + +```text +nemoclaw-blueprint/ +├── blueprint.yaml Manifest: version, profiles, compatibility +├── model-specific-setup/ Agent-scoped model/provider compatibility manifests +├── router/ Model Router config and routing engine +├── policies/ +│ └── openclaw-sandbox.yaml Default network + filesystem policy +``` + +The blueprint runtime (TypeScript) lives in the plugin source tree: + +```text +nemoclaw/src/blueprint/ +├── runner.ts CLI runner: plan / apply / status / rollback +├── ssrf.ts SSRF endpoint validation (IP + DNS checks) +├── snapshot.ts Migration snapshot / restore lifecycle +├── state.ts Persistent run state management +``` + +### Blueprint Lifecycle + +```mermaid +flowchart LR + A[resolve] --> B[verify digest] + B --> C[plan] + C --> D[apply] + D --> E[status] +``` + +1. Resolve. The plugin locates the blueprint artifact and checks the version against `min_openshell_version` and `min_openclaw_version` constraints in `blueprint.yaml`. +2. Verify. The plugin checks the artifact digest against the expected value. +3. Plan. The runner determines what OpenShell resources to create or update, such as the gateway, providers, sandbox, inference route, and policy. +4. Apply. The runner executes the plan by calling `openshell` CLI commands. +5. Status. The runner reports current state. + +## Sandbox Environment + +Normal NemoClaw onboarding builds from the +[`ghcr.io/nvidia/nemoclaw/sandbox-base`](https://github.com/NVIDIA/NemoClaw/pkgs/container/nemoclaw%2Fsandbox-base) +base image and layers the NemoClaw runtime Dockerfile on top. The direct blueprint +runner still carries a pinned OpenShell Community OpenClaw image for legacy +`openshell sandbox create --from` compatibility. Inside the sandbox: + +- OpenClaw runs with the NemoClaw plugin pre-installed. +- Inference calls are routed through OpenShell to the configured provider. +- Network egress is restricted by the baseline policy in `openclaw-sandbox.yaml`. +- Filesystem access is confined to `/sandbox` and `/tmp` for read-write access, with system paths read-only. +- The NemoClaw plugin injects sandbox and policy context into agent turns so the agent can report policy blocks accurately. +- The image exposes a Docker health check that probes the in-sandbox gateway, so container runtimes can report whether the agent service is responding. +- The image includes common runtime compatibility helpers such as Homebrew and a `python` to `python3` symlink for tools that still invoke `python`. + +## Inference Routing + +Inference requests from the agent never leave the sandbox directly. +OpenShell intercepts them and routes to the configured provider: + +```text +Agent (sandbox) ──▶ OpenShell gateway ──▶ NVIDIA Endpoint (build.nvidia.com) +``` + +When you select the Model Router provider, the OpenShell gateway routes to a host-side router process instead of a single upstream model. +The router selects from the configured pool, then calls the upstream NVIDIA endpoint with the credential held outside the sandbox. + +Some model and provider combinations need agent-specific compatibility setup. +NemoClaw keeps those declarations under `nemoclaw-blueprint/model-specific-setup//` so OpenClaw and Hermes fixes can be tested and reviewed independently. + +Refer to Inference Options (use the `nemoclaw-user-configure-inference` skill) for provider configuration details. + +## Provider Credential Storage + +Provider credentials live in the OpenShell gateway store, not on the host filesystem. +NemoClaw never writes them to host disk; the OpenShell L7 proxy injects values at egress. +See Credential Storage (use the `nemoclaw-user-configure-security` skill) for the inspection, rotation, and migration flow. + +## Host-Side State and Config + +NemoClaw keeps non-secret operator-facing state on the host rather than inside the sandbox. + +| Path | Purpose | +|---|---| +| `~/.nemoclaw/sandboxes.json` | Registered sandbox metadata, including the default sandbox selection. | +| `~/.openclaw/openclaw.json` | Host OpenClaw configuration that NemoClaw snapshots or restores during migration flows. | + +The following environment variables configure optional services and local access. + +| Variable | Purpose | +|---|---| +| `TELEGRAM_BOT_TOKEN` | Telegram bot token you provide before `nemoclaw onboard`. OpenShell stores it in a provider; the sandbox receives placeholders, not the raw secret. | +| `TELEGRAM_ALLOWED_IDS` | Comma-separated Telegram user or chat IDs for allowlists when onboarding applies channel restrictions. | +| `SLACK_BOT_TOKEN` | Slack bot token (`xoxb-...`) you provide before `nemoclaw onboard`. Stored as an OpenShell provider; never passed directly to the sandbox. | +| `SLACK_APP_TOKEN` | Slack app-level token (`xapp-...`) required for Socket Mode. Stored alongside `SLACK_BOT_TOKEN` during onboarding. | +| `SLACK_ALLOWED_USERS` | Comma-separated Slack member IDs for DM and channel `@mention` user allowlisting. | +| `SLACK_ALLOWED_CHANNELS` | Comma-separated Slack channel IDs where channel `@mention` events are enabled (e.g. `C012AB3CD,C987ZY6XW`). Baked into the sandbox image at build time. Combine with `SLACK_ALLOWED_USERS` to restrict both channel and member. | +| `CHAT_UI_URL` | URL for the optional chat UI endpoint. | +| `NEMOCLAW_DISABLE_DEVICE_AUTH` | Build-time-only toggle that disables gateway device pairing when set to `1` before the sandbox image is created. | + +For normal setup and reconfiguration, prefer `nemoclaw onboard` over editing these files by hand. +Do not treat `NEMOCLAW_DISABLE_DEVICE_AUTH` as a runtime setting for an already-created sandbox. diff --git a/skills/nemoclaw-user-reference/references/cli-selection-guide.md b/skills/nemoclaw-user-reference/references/cli-selection-guide.md new file mode 100644 index 00000000000..0be1cf3147a --- /dev/null +++ b/skills/nemoclaw-user-reference/references/cli-selection-guide.md @@ -0,0 +1,205 @@ + + +# CLI Selection Guide + +NemoClaw uses two host-side CLIs. +Use `nemoclaw` for NemoClaw-managed workflows. +Use `openshell` when you need a lower-level OpenShell operation that NemoClaw intentionally exposes. + +## Rule of Thumb + +If the task changes how NemoClaw creates, rebuilds, preserves, or configures a sandbox, start with `nemoclaw`. + +If the task inspects or changes the live OpenShell gateway, TUI, raw policy, port forwarding, inference route, or sandbox file transfer, use `openshell`. + +Do not create or recreate NemoClaw-managed sandboxes directly with `openshell sandbox create` unless you intend to manage OpenShell yourself. +Run `nemoclaw onboard` afterward if you need to return to a NemoClaw-managed environment. + +## Use `nemoclaw` For NemoClaw Workflows + +Use `nemoclaw` for operations where NemoClaw adds product-specific state, safety checks, backup behavior, credential handling, or OpenClaw configuration. + +- Install, onboard, or recreate a NemoClaw sandbox: + + ```console + $ nemoclaw onboard + $ nemoclaw onboard --resume --recreate-sandbox + ``` + +- List, connect to, check, or delete NemoClaw-managed sandboxes: + + ```console + $ nemoclaw list + $ nemoclaw my-assistant connect + $ nemoclaw my-assistant status + $ nemoclaw my-assistant logs --follow + $ nemoclaw my-assistant destroy + ``` + +- Rebuild or upgrade while preserving workspace state: + + ```console + $ nemoclaw my-assistant rebuild + $ nemoclaw upgrade-sandboxes --check + ``` + +- Snapshot, restore, or mount sandbox state: + + ```console + $ nemoclaw my-assistant snapshot create --name before-change + $ nemoclaw my-assistant snapshot restore before-change + $ nemoclaw my-assistant share mount + ``` + +- Add or remove NemoClaw policy presets: + + ```console + $ nemoclaw my-assistant policy-add pypi --yes + $ nemoclaw my-assistant policy-list + $ nemoclaw my-assistant policy-remove pypi --yes + ``` + +- Manage NemoClaw messaging channels, credentials, diagnostics, and cleanup: + + ```console + $ nemoclaw my-assistant channels add slack + $ nemoclaw credentials list + $ nemoclaw credentials reset nvidia-prod + $ nemoclaw debug --sandbox my-assistant + $ nemoclaw gc --dry-run + ``` + +## Use `openshell` For OpenShell Operations + +Use `openshell` when the docs explicitly call for a live OpenShell gateway operation or when you need a lower-level view beneath the NemoClaw wrapper. + +- Open the OpenShell TUI for network approvals and live activity: + + ```console + $ openshell term + ``` + +- Manage dashboard or service port forwards: + + ```console + $ openshell forward start --background + $ openshell forward list + ``` + +- Inspect the underlying sandbox state: + + ```console + $ openshell sandbox list + $ openshell sandbox get + $ openshell logs -n 20 + $ openshell doctor check + ``` + +- Run one-off commands or move files without starting a NemoClaw chat session: + + ```console + $ openshell sandbox exec -n -- ls -la /sandbox + $ openshell sandbox upload ./local-file /sandbox/ + $ openshell sandbox download /sandbox/output ./output + ``` + +- Inspect or replace raw OpenShell policy: + + ```console + $ openshell policy get --full > live-policy.yaml + $ openshell policy update --add-endpoint api.example.com:443:read-only:rest:enforce + $ openshell policy set --policy live-policy.yaml + ``` + +`openshell policy update` merges specific endpoint and rule changes into the live sandbox policy. +`openshell policy set` replaces the live policy with the file you provide. +For normal NemoClaw network access changes, prefer `nemoclaw policy-add` so NemoClaw preserves presets and records the change for rebuilds. + +## Common Decisions + +This section covers common decisions when using the NemoClaw CLI and the OpenShell CLI. + +### First Setup or Full Recreate + +Use `nemoclaw onboard`. +It starts the OpenShell gateway when needed, registers providers, builds the OpenClaw sandbox image, applies NemoClaw policy choices, and creates the sandbox. + +Avoid running `openshell gateway start --recreate` or `openshell sandbox create` directly for NemoClaw-managed sandboxes. +Those commands do not update NemoClaw's registry, session metadata, workspace-preservation flow, or OpenClaw-specific configuration. + +### Connect to the Sandbox + +Use `nemoclaw connect` for an interactive NemoClaw sandbox shell. +It waits for readiness, handles stale SSH host keys after gateway restarts, and prints agent-specific hints. + +Use `openshell sandbox connect ` only when you intentionally want the raw OpenShell connection path. + +For a one-off command, use `openshell sandbox exec` instead of opening an interactive shell. + +```console +$ openshell sandbox exec -n my-assistant -- cat /tmp/gateway.log +``` + +### Check Health or Logs + +Use `nemoclaw status` and `nemoclaw logs` first. +They combine NemoClaw registry data, OpenShell state, OpenClaw process health, inference health, policy details, and messaging-channel warnings. + +Use `openshell sandbox list`, `openshell sandbox get`, `openshell logs -n 20`, or `openshell doctor check` when debugging lower-level OpenShell behavior. +When using `openshell logs` directly, `-n ` controls the line count; use `--tail` only when you want live OpenShell log streaming. + +### Approve Blocked Network Requests + +Use `openshell term`. +The OpenShell TUI owns live network activity and operator approval prompts. + +Approved endpoints are session-scoped unless you also add them to the policy through a NemoClaw preset or raw OpenShell policy update. + +### Change Models or Providers + +Use the NemoClaw commands for model or provider inspection and switches so the OpenShell route and the running agent config stay consistent: + +```console +$ nemoclaw inference get +$ nemoclaw inference set --provider nvidia-prod --model nvidia/nemotron-3-super-120b-a12b +``` + +For Hermes sandboxes, use the alias; it updates the route and `/sandbox/.hermes/config.yaml` without a rebuild or restart: + +```console +$ nemohermes inference set --provider hermes-provider --model openai/gpt-5.4-mini +``` + +For a build-time agent setting change, rerun onboarding so the sandbox configuration is recreated consistently: + +```console +$ nemoclaw onboard --resume --recreate-sandbox +``` + +Verify either path with: + +```console +$ nemoclaw status +``` + +### Update Network Policy + +Use `nemoclaw policy-add` or `policy-remove` for NemoClaw presets and custom preset files. +NemoClaw merges the new policy with the live policy and reapplies presets during rebuilds. + +Use `openshell policy update` for precise live endpoint or REST rule changes. +Use `openshell policy get --full` and `openshell policy set` only when you need to edit and replace the raw policy file. + +### Move Workspace Files + +Use `nemoclaw snapshot create`, `snapshot restore`, or `share mount` for normal workspace preservation and editing. + +Use `openshell sandbox upload` and `openshell sandbox download` for manual file copies when you need exact control over source and destination paths. + +## Related Topics + +- [Commands](commands.md) for the full NemoClaw command reference. +- Manage Sandbox Lifecycle (use the `nemoclaw-user-manage-sandboxes` skill) for day-two operations. +- Switch Inference Models (use the `nemoclaw-user-configure-inference` skill) for inference route examples. +- Customize the Network Policy (use the `nemoclaw-user-manage-policy` skill) for persistent network access changes. +- Approve or Deny Network Requests (use the `nemoclaw-user-manage-policy` skill) for the OpenShell TUI approval flow. diff --git a/skills/nemoclaw-user-reference/references/commands.md b/skills/nemoclaw-user-reference/references/commands.md new file mode 100644 index 00000000000..ad608672ea0 --- /dev/null +++ b/skills/nemoclaw-user-reference/references/commands.md @@ -0,0 +1,1381 @@ + + +# NemoClaw CLI Commands Reference + +The `nemoclaw` CLI is the primary interface for managing NemoClaw sandboxes. +It is installed automatically by the installer (`curl -fsSL https://www.nvidia.com/nemoclaw.sh | bash`). +For guidance on when to use `nemoclaw` versus the underlying `openshell` CLI, see [CLI Selection Guide](cli-selection-guide.md). + +## `/nemoclaw` Slash Command + +The `/nemoclaw` slash command is available inside the OpenClaw chat interface for quick actions: + +| Subcommand | Description | +|---|---| +| `/nemoclaw` | Show slash-command help and host CLI pointers | +| `/nemoclaw status` | Show sandbox and inference state | +| `/nemoclaw onboard` | Show onboarding status and reconfiguration guidance | +| `/nemoclaw eject` | Show rollback instructions for returning to the host installation | + +## Standalone Host Commands + +The `nemoclaw` binary handles host-side operations that run outside the OpenClaw plugin context. + +### `nemoclaw help`, `nemoclaw --help`, `nemoclaw -h` + +Show the top-level usage summary and command groups. +Running `nemoclaw` with no arguments shows the same help output. + +```console +$ nemoclaw help +``` + +### `nemoclaw --version`, `nemoclaw -v` + +Print the installed NemoClaw CLI version. + +```console +$ nemoclaw --version +``` + +### `nemoclaw resources` + +Display host hardware inventory and configured sandbox resource profiles. +Use `--json` for machine-readable CPU, memory, GPU, Kubernetes allocatable-capacity, and profile data. + +```console +$ nemoclaw resources [--json] +``` + +If the gateway is not running, Kubernetes allocatable fields are omitted and host CPU/RAM totals are still shown. + +### `nemoclaw onboard` + +Run the interactive setup wizard (recommended for new installs). +The wizard creates an OpenShell gateway, registers inference providers, builds the sandbox image, and creates the sandbox. +Use this command for new installs and for recreating a sandbox after changes to policy or configuration. + +```console +$ nemoclaw onboard [--non-interactive] [--resume | --fresh] [--recreate-sandbox] [--gpu | --no-gpu] [--from ] [--name ] [--sandbox-gpu | --no-sandbox-gpu] [--sandbox-gpu-device ] [--agent ] [--control-ui-port ] [--yes | -y] [--no-ollama-autostart] [--yes-i-accept-third-party-software] +``` + +**Warning:** + +For NemoClaw-managed environments, use `nemoclaw onboard` when you need to create or recreate the OpenShell gateway or sandbox. +Avoid `openshell self-update`, `npm update -g openshell`, `openshell gateway start --recreate`, or `openshell sandbox create` directly unless you intend to manage OpenShell separately and then rerun `nemoclaw onboard`. + +The installer detects existing sandbox sessions before onboarding and prints a warning if any are found. +To make the installer abort instead of continuing, set `NEMOCLAW_SINGLE_SESSION=1`: + +```console +$ NEMOCLAW_SINGLE_SESSION=1 curl -fsSL https://www.nvidia.com/nemoclaw.sh | bash +``` + +When existing sandboxes were created with OpenShell earlier than `0.0.37`, the installer prompts before running the new automatic gateway upgrade path. +For scripted installs, set `NEMOCLAW_ACCEPT_EXPERIMENTAL_OPENSHELL_UPGRADE=1` to allow the installer to back up registered sandbox state, retire the old gateway, install the current supported OpenShell release, and restore state during onboarding. +The automatic path is disabled if the existing `nemoclaw` CLI does not advertise `backup-all`; preserve sandbox state manually before retiring the old gateway in that case. +To perform those steps manually, run `nemoclaw backup-all`, retire the old gateway with `openshell gateway destroy -g nemoclaw || openshell gateway destroy`, then rerun the installer as `curl -fsSL https://www.nvidia.com/nemoclaw.sh | NEMOCLAW_OPENSHELL_UPGRADE_PREPARED=1 bash`. + +The wizard prompts for a provider first, then collects the provider credential if needed. +Supported non-experimental choices include NVIDIA Endpoints, OpenAI, Anthropic, Google Gemini, and compatible OpenAI or Anthropic endpoints. +Credentials are registered with the OpenShell gateway and never persisted to host disk. See Credential Storage (use the `nemoclaw-user-configure-security` skill) for details on inspection, rotation, and migration from earlier releases. +The legacy `nemoclaw setup` command is deprecated; use `nemoclaw onboard` instead. + +After provider selection, the wizard prompts for a **policy tier** that controls the default set of network policy presets applied to the sandbox. +Three tiers are available: + +| Tier | Description | +|------|-------------| +| Restricted | Base sandbox only. No third-party network access beyond inference and core agent tooling. | +| Balanced (default) | Full dev tooling and web search when the active agent supports web search. Package installs, model downloads, and inference. No messaging platform access. | +| Open | Broad access across third-party services including messaging and productivity. Agent-specific unsupported presets are filtered out. | + +After selecting a tier, the wizard shows a combined preset and access-mode screen where you can include or exclude individual presets and toggle each between read and read-write access. +For details on tiers and the presets each includes, see [Network Policies](network-policies.md#policy-tiers). + +In non-interactive mode, set the tier with `NEMOCLAW_POLICY_TIER` (default: `balanced`): + +```console +$ NEMOCLAW_POLICY_TIER=restricted nemoclaw onboard --non-interactive --yes-i-accept-third-party-software +``` + +`NEMOCLAW_POLICY_MODE` controls how non-interactive onboarding reconciles the tier-derived suggestions against the sandbox's currently-applied presets. +The default is `suggested`, which is *additive*. +Onboarding applies tier defaults and preserves any presets you previously added with [`nemoclaw policy-add`](#nemoclaw-name-policy-add) across re-onboards. +Use `custom` with `NEMOCLAW_POLICY_PRESETS` when you want the explicit list to be authoritative. +Onboarding removes any preset that is not in the list. +`skip` leaves the applied set untouched and does not apply tier defaults. +NemoClaw filters tier suggestions and resume selections by active agent support, so unsupported presets such as Brave Search are not reapplied to agents that do not support them. + +| Value | Behaviour | +|-------|-----------| +| `suggested` (default) | Apply tier defaults and preserve any extra presets already applied. Aliases: `default`, `auto`. | +| `custom` | Apply exactly `NEMOCLAW_POLICY_PRESETS`. Previously-applied presets not in the list are removed. Alias: `list`. | +| `skip` | Skip the policy step entirely. Aliases: `none`, `no`. | + +If you enable Brave Search during onboarding, NemoClaw registers a Brave Search OpenShell provider and keeps `openclaw.json` on an OpenShell credential placeholder. +At egress, OpenShell rewrites Brave's `X-Subscription-Token` header with the real `BRAVE_API_KEY`. +Treat Brave Search as an explicit opt-in and use a dedicated low-privilege Brave key. + +For non-interactive onboarding, you must explicitly accept the third-party software notice: + +```console +$ nemoclaw onboard --non-interactive --yes-i-accept-third-party-software +``` + +or: + +```console +$ NEMOCLAW_ACCEPT_THIRD_PARTY_SOFTWARE=1 nemoclaw onboard --non-interactive +``` + +For scripted installer runs, pass explicit acceptance to the `bash` side of the installer pipe: + +```console +$ curl -fsSL https://www.nvidia.com/nemoclaw.sh | NEMOCLAW_NON_INTERACTIVE=1 NEMOCLAW_ACCEPT_THIRD_PARTY_SOFTWARE=1 bash +``` + +If the installer cannot prompt for the notice in a terminal and no explicit acceptance is set, it exits before installing Node.js or the NemoClaw CLI. + +To enable Brave Search in non-interactive mode, set: + +```console +$ BRAVE_API_KEY=... \ + nemoclaw onboard --non-interactive +``` + +`BRAVE_API_KEY` enables Brave Search in non-interactive mode and also enables `web_fetch`. +If Brave Search key validation fails in non-interactive mode, onboarding prints a warning, skips web search setup, and continues with the rest of the sandbox setup. +After fixing the key, re-enable web search with `nemoclaw config web-search`. + +The wizard prompts for a sandbox name. +Names must be 1 to 63 characters, lowercase, start with a letter, contain only letters, numbers, and internal hyphens, and end with a letter or number. +Uppercase letters are automatically lowercased. +Names that match global CLI commands (`status`, `list`, `debug`, etc.) are rejected to avoid routing conflicts. +Use `--agent ` to target a specific installed agent profile during onboarding. + +Use `--control-ui-port ` to choose the host dashboard port for a sandbox. +The value must be an integer from `1024` through `65535`. +This flag takes precedence over `CHAT_UI_URL`, `NEMOCLAW_DASHBOARD_PORT`, the previous registry value, and the default port. + +If you enable Slack during onboarding, the wizard collects both the Bot Token (`SLACK_BOT_TOKEN`) and the App-Level Token (`SLACK_APP_TOKEN`). +Socket Mode requires both tokens. +The app-level token is stored in a dedicated `slack-app` OpenShell provider and forwarded to the sandbox alongside the bot token. +The wizard also accepts optional `SLACK_ALLOWED_USERS` and `SLACK_ALLOWED_CHANNELS` values so you can restrict Slack DMs, channel `@mention` users, and channel IDs before the sandbox image is built. + +If you enable Discord during onboarding, the wizard can also prompt for a Discord Server ID, whether the bot should reply only to `@mentions` or to all messages in that server, and an optional Discord User ID. +NemoClaw bakes those values into the sandbox image as Discord guild workspace config so the bot can respond in the selected server, not just in DMs. +If you leave the Discord User ID blank, the guild config omits the user allowlist and any member of the configured server can message the bot. +Guild responses remain mention-gated by default unless you opt into all-message replies. + +If you enable Telegram during onboarding, the wizard can also prompt for whether group chats should reply only to `@mentions` or to all group messages. +Set `TELEGRAM_REQUIRE_MENTION=1` for non-interactive onboarding when you want mention-only group replies. +Pairing and `TELEGRAM_ALLOWED_IDS` still govern direct messages. + +If you run onboarding again with the same sandbox name and choose a different inference provider or model, NemoClaw detects the drift and recreates the sandbox so the running OpenClaw UI matches your selection. +In interactive mode, the wizard asks for confirmation before delete and recreate. +In non-interactive mode, NemoClaw recreates automatically when the stored selection is readable and differs; if NemoClaw cannot read the stored selection, NemoClaw reuses by default. +Set `NEMOCLAW_RECREATE_SANDBOX=1` to force recreation even when no drift is detected. + +Before deleting an existing sandbox during recreation, NemoClaw backs up the workspace state (agents, extensions, workspace, skills, hooks, identity, devices, canvas, cron, memory, telegram, wechat, credentials) and restores it into the new sandbox once it is live. +This applies whether the existing sandbox is ready or marked not-ready, so cross-version upgrades that pass `NEMOCLAW_RECREATE_SANDBOX=1` no longer drop user files under `/sandbox/.openclaw/workspace/`. +The behaviour matches `nemoclaw rebuild --force`. +NemoClaw aborts the recreate when the backup cannot complete in full — including when individual state directories or files fail mid-backup — so failed entries are not silently dropped on delete. +Set `NEMOCLAW_RECREATE_WITHOUT_BACKUP=1` to skip the pre-recreate backup. +The destination sandbox starts with a fresh workspace. + +Before creating the gateway, the wizard runs preflight checks. +It verifies that Docker is reachable, warns on untested runtimes such as Podman, and prints host remediation guidance when prerequisites are missing. +The preflight also enforces the OpenShell version range declared in the blueprint (`min_openshell_version` and `max_openshell_version`). +If the installed OpenShell version falls outside this range, onboarding exits with an actionable error and a link to compatible releases. +For fresh OpenShell installs, NemoClaw queries published OpenShell releases and asks the installer to use a release that fits the blueprint range. +If release metadata is unavailable, the installer uses its bundled fallback pin and the post-install version gate still enforces the range. + +When NemoClaw finds an existing gateway to reuse, it probes the host gateway HTTP endpoint before declaring the gateway reusable. +If the container is running but the upstream is still warming up (for example, immediately after a Docker daemon restart), NemoClaw rebuilds the gateway instead of trusting stale metadata. +On the Docker-driver gateway path, preflight stays read-only when it detects a stale gateway (for example, a Docker-driver runtime env hash drift). +It prints a `⚠ Gateway will be recreated when sandbox creation starts` notice and defers the actual teardown to step `[2/8] Starting OpenShell gateway`. +This means pressing `Ctrl+C` between preflight and step `[2/8]` leaves the running gateway and existing sandbox containers untouched, so `nemoclaw onboard` is safe to run just to check preflight output. +For Linux Docker-driver gateways, onboarding also checks that a helper container on the OpenShell Docker network can reach `host.openshell.internal:`. +If a host firewall blocks that sandbox path, onboarding exits with a `sudo ufw allow from to any port proto tcp` command before it reports the gateway healthy. +Tune the wait via `NEMOCLAW_REUSE_HEALTH_POLL_COUNT` (default `6`) and `NEMOCLAW_REUSE_HEALTH_POLL_INTERVAL` (default `5` seconds). +The poll count is clamped to a minimum of `1` so the probe always runs at least once, and the interval is clamped to a minimum of `0` (no sleep between attempts). + +#### `--from ` + +Build the sandbox image from a custom Dockerfile instead of the stock NemoClaw image. +The entire parent directory of the specified file is used as the Docker build context, so any files your Dockerfile references (scripts, config, etc.) must live alongside it. +Onboarding skips common large directories (`node_modules`, `.git`, `.venv`, and `__pycache__`) while staging this context. +It also skips credential-style files and directories such as `.env*`, `.ssh/`, `.aws/`, `.netrc`, `.npmrc`, `secrets/`, `*.pem`, and `*.key`. +Other build outputs such as `dist/`, `target/`, or `build/` are still included. +If the staged context is larger than 100 MB, onboarding prints a warning before the Docker build starts. +If the directory contains unreadable files (for example, Windows system files visible in WSL), onboarding exits with an error suggesting you move the Dockerfile to a dedicated directory. + +```console +$ nemoclaw onboard --from path/to/Dockerfile +``` + +The Dockerfile path must exist. +Missing paths fail during command parsing before preflight, gateway setup, inference setup, or sandbox creation starts. + +The file can have any name; if it is not already named `Dockerfile`, onboard copies it to `Dockerfile` inside the staged build context automatically. +To create an isolated build context, create a dedicated directory that contains only the Dockerfile and the files it needs: + +```text +build-dir/ +├── Dockerfile +└── files-used-by-COPY/ +``` + +All NemoClaw build arguments (`NEMOCLAW_MODEL`, `NEMOCLAW_PROVIDER_KEY`, `NEMOCLAW_INFERENCE_BASE_URL`, etc.) are injected as `ARG` overrides at build time, so declare them in your Dockerfile if you need to reference them. + +In non-interactive mode, the path can also be supplied via the `NEMOCLAW_FROM_DOCKERFILE` environment variable. +You must also supply a sandbox name via `--name ` or `NEMOCLAW_SANDBOX_NAME` so a `--from` build cannot silently clobber the default `my-assistant` sandbox. + +```console +$ NEMOCLAW_NON_INTERACTIVE=1 NEMOCLAW_FROM_DOCKERFILE=path/to/Dockerfile NEMOCLAW_SANDBOX_NAME=my-build nemoclaw onboard +``` + +If a `--resume` is attempted with a different `--from` path than the original session, onboarding exits with a conflict error rather than silently building from the wrong image. + +#### `--name ` + +Set the sandbox name without going through the interactive prompt. +The same name format and reserved-name rules that the wizard enforces apply here too. Names must be 1 to 63 characters, lowercase, start with a letter, contain only letters, numbers, and internal hyphens, and end with a letter or number. +Names that match a NemoClaw CLI command (`status`, `list`, `debug`, etc.) are rejected up front. + +```console +$ nemoclaw onboard --non-interactive --name my-build --from path/to/Dockerfile +``` + +The flag wins over `NEMOCLAW_SANDBOX_NAME`. +When prompting is possible, `NEMOCLAW_SANDBOX_NAME` fills the interactive default so you can press Enter to accept it. +When prompting is impossible (no TTY or `--non-interactive`), the env var is also honoured so existing CI scripts keep working. +Combining `--from ` with non-interactive onboarding requires one of `--name` or `NEMOCLAW_SANDBOX_NAME`; otherwise onboarding exits rather than silently defaulting to `my-assistant` and clobbering the default sandbox. + +### `nemoclaw onboard --from` + +Use a custom Dockerfile for the sandbox image. +This variant of `nemoclaw onboard` accepts a `--from ` argument to build the sandbox from a user-supplied Dockerfile instead of the default NemoClaw image. + +```console +$ nemoclaw onboard --from ./Dockerfile.custom +``` + +### GPU passthrough + +When `nemoclaw onboard` detects an NVIDIA GPU on the host (`nvidia-smi` succeeds), it enables OpenShell GPU passthrough at both the gateway and sandbox level by default. +Use `--no-gpu` to opt out when you want host-side inference providers only and do not need direct GPU access inside the sandbox. +Use `--gpu` to require GPU passthrough and fail fast if an NVIDIA GPU is not detected. +Use `--sandbox-gpu` or `--no-sandbox-gpu` to control only direct NVIDIA GPU access inside the sandbox. +Use `--sandbox-gpu --sandbox-gpu-device ` to pass a specific OpenShell GPU device selector to `openshell sandbox create`; device selectors require explicit sandbox GPU enablement. +On Linux Docker-driver gateways, NemoClaw can create the sandbox first and then recreate the OpenShell-managed Docker container with NVIDIA GPU access when that compatibility path is needed. +If the patch fails, onboarding keeps diagnostics and prints a manual cleanup command rather than deleting the failed sandbox automatically. + +Prerequisites: + +- NVIDIA GPU drivers installed and working (`nvidia-smi` must succeed). +- NVIDIA Container Toolkit configured for Docker. + +When GPU passthrough is enabled and a gateway already exists without it, onboarding first checks whether replacing the CPU-only gateway is safe. +If no other registered sandbox depends on that gateway, or if `--recreate-sandbox` is recreating the only registered sandbox with the same name, onboarding cleans up the stale gateway and continues. +If other sandboxes depend on the gateway or Docker state is unclear, onboarding exits without cleanup and prints targeted destroy or gateway-removal guidance. +To add GPU to an existing sandbox, rerun with `--recreate-sandbox`. +Set `NEMOCLAW_DOCKER_GPU_PATCH=0` only when you need to bypass the Linux Docker-driver compatibility patch during troubleshooting. + +### `nemoclaw list` + +List all registered sandboxes with their model, provider, and policy presets. +Pass `--json` for machine-readable output that includes a `schemaVersion`, the default sandbox, recovery metadata, and the sandbox inventory. +Sandboxes with an active SSH session are marked with a `●` indicator so you can tell at a glance which sandbox you are already connected to in another terminal. +When a sandbox has a recorded dashboard port, the output includes its local dashboard URL. + +```console +$ nemoclaw list [--json] +$ nemoclaw list --json +``` + +### `nemoclaw deploy` + +**Warning:** + +The `nemoclaw deploy` command is deprecated. +Prefer provisioning the remote host separately, then running the standard NemoClaw installer and `nemoclaw onboard` on that host. + +Deploy NemoClaw to a remote GPU instance through [Brev](https://brev.nvidia.com). +This command remains as a compatibility wrapper for the older Brev-specific bootstrap flow. +The Brev instance name is the positional argument. +The sandbox name comes from `NEMOCLAW_SANDBOX_NAME` and defaults to `my-assistant`; invalid sandbox names fail before Brev provisioning starts. + +```console +$ nemoclaw deploy +``` + +### `nemoclaw connect` + +Connect to a sandbox by name. +If the sandbox is not yet in the `Ready` phase, `connect` polls `openshell sandbox list` every few seconds and prints the current phase. This gives you progress output right after onboarding, when the 2.4 GB image is still pulling, instead of a silent hang. +Control the wait budget with `NEMOCLAW_CONNECT_TIMEOUT` (integer seconds, default `120`). When the deadline expires, `connect` exits non-zero with the last-seen phase. + +On a TTY, a one-shot hint prints before dropping into the sandbox shell. +The hint is agent-aware. It names the correct TUI command for the sandbox's agent and reminds you to use `/exit` to leave the chat before `exit` returns you to the host shell. +Set `NEMOCLAW_NO_CONNECT_HINT=1` to suppress the hint in scripted workflows. +If the sandbox is running an outdated agent version, a non-blocking warning prints before connecting with a `nemoclaw rebuild` hint. +If another terminal is already connected to the sandbox, `connect` prints a note with the number of existing sessions before proceeding. Multiple concurrent sessions are allowed. + +After a host reboot, the OpenShell gateway rotates its SSH host keys. +`connect` detects the resulting identity drift, prunes stale `openshell-*` entries from `~/.ssh/known_hosts`, and retries automatically. +You no longer need to re-run `nemoclaw onboard` after a reboot in this case. + +```console +$ nemoclaw my-assistant connect [--probe-only] +``` + +The `--probe-only` flag verifies the sandbox is reachable over SSH and exits without opening a shell. +Use it for health checks and scripted readiness probes. + +### `nemoclaw exec` + +Run a single command non-interactively in a running sandbox via the OpenShell exec endpoint. +The command runs as the sandbox user with `HOME=/sandbox`, so in-sandbox tooling resolves NemoClaw-provisioned config under `/sandbox/.openclaw` the same way it does for `connect` and `openshell sandbox connect`. +This is the supported substitute for `docker exec` on the sandbox container; raw `docker exec` runs as root and lands on `HOME=/root`, where the agent config is not present and `openclaw agent` falls back to its built-in defaults. + +```console +$ nemoclaw my-assistant exec -- openclaw agent -m "What is 2+2?" +$ nemoclaw my-assistant exec --workdir /sandbox/workspace -- ls -la +``` + +Everything after `--` is forwarded verbatim to the sandbox command, including flags the inner command needs. +The exit code is the remote command's exit code. + +| Flag | Description | +|------|-------------| +| `--workdir

` | Working directory inside the sandbox | +| `--tty` / `--no-tty` | Allocate a pseudo-terminal; defaults to auto-detection (on when stdin and stdout are terminals) | +| `--timeout ` | Timeout in seconds (`0` means no timeout) | + +### `nemoclaw recover` + +Restart the in-sandbox gateway and re-establish the host-side dashboard port-forward without opening an SSH session. +Use this after a sandbox pod restart, a sandbox crash, or whenever `nemoclaw status` reports the gateway is not running but the sandbox is alive. + +`recover` runs the same recovery the `connect` command performs as a side effect, but without dropping into a shell, so it is safe to call from scripts and automation. +It is idempotent. +If the gateway is already running, the command exits zero with a probe message and makes no changes. + +```console +$ nemoclaw my-assistant recover +``` + +### `nemoclaw status` + +Show sandbox status, health, and inference configuration. + +The command probes every inference provider and reports one of three states on the `Inference` line: + +| State | Meaning | +|-------|---------| +| `healthy` | The provider endpoint returned a reachable response. | +| `unreachable` | The probe failed. The output includes the endpoint URL and a remediation hint. | +| `not probed` | The endpoint URL is not known (for example, `compatible-*` providers). | +| `not verified` | NemoClaw could not verify the sandbox or gateway state, so it skips inference probing. | + +Local providers (Ollama, vLLM) probe the host-side health endpoint. +Remote providers (NVIDIA Endpoints, OpenAI, Anthropic, Gemini) use a lightweight reachability check; any HTTP response, including `401` or `403`, counts as reachable. +No API keys are sent. + +For Local Ollama, the command also probes the authenticated proxy and prints an `Inference (auth proxy)` line when a proxy token is available. +Use that line to distinguish a healthy backend from a broken proxy path that the sandbox uses for inference. + +For cloud-only providers, the output omits the NIM status line unless a NIM container is registered or an unexpected NIM container is running. + +If the sandbox or gateway cannot be verified, the command exits non-zero instead of reporting healthy inference from stale registry state. +Gateway and dashboard health checks treat HTTP `401` from device auth as a live service, not as an offline gateway. + +A `Connected` line reports whether the sandbox has any active SSH sessions and, if so, how many. +The sandbox list in the status output includes the dashboard port suffix for sandboxes with a recorded dashboard port. + +The Policy section displays the live enforced policy (fetched via `openshell policy get --full`), which reflects presets added or removed after sandbox creation. +When OpenShell reports an active policy version, the displayed YAML `version` line uses that active version instead of the static schema version. +If the sandbox is running an outdated agent version, the output includes an `Update` line with the available version and a `nemoclaw rebuild` hint. + +When other sandboxes have the same messaging channel enabled (Telegram, Discord, or Slack) with the same bot token, the output includes a cross-sandbox overlap warning so you can resolve the conflict before messages start dropping. +The command also tails `/tmp/gateway.log` inside the default sandbox and flags Telegram `409 Conflict` errors that indicate a duplicate consumer for the bot token. + +```console +$ nemoclaw my-assistant status +``` + +#### Checking the OpenClaw version + +NemoClaw pins the OpenClaw version inside the sandbox at build time, not at runtime. +The NemoClaw runtime build target is declared by `OPENCLAW_VERSION` in the NemoClaw Dockerfiles. +The `min_openclaw_version` field in `nemoclaw-blueprint/blueprint.yaml` remains the compatibility floor for direct blueprint consumers, so it can be lower than the Dockerfile target. +Existing sandboxes do not auto-upgrade when a newer NemoClaw release ships a newer pin — you upgrade by rebuilding the sandbox. + +`nemoclaw status` prints the running OpenClaw version on the `Agent` line: + +```console +$ nemoclaw my-assistant status +... + Agent: OpenClaw v2026.5.22 +... +``` + +If the sandbox is running an OpenClaw older than the version this NemoClaw release pins, `status` and `connect` add an `Update` line pointing at `nemoclaw rebuild` to pick up the newer version. +The rebuild reuses the existing sandbox name and persisted credentials, so messaging tokens and provider keys carry over. + +### `nemoclaw doctor` + +Run a focused health check for one sandbox and the host services it depends on. +The command checks the local CLI build, Docker daemon, OpenShell CLI, NemoClaw gateway container, gateway port mapping, live sandbox state, inference route, provider reachability, messaging channel conflicts, Ollama reachability, and the cloudflared tunnel state. + +Warnings do not make the command fail. +Failed checks exit non-zero so scripts can use `doctor` as a readiness gate. +Use `--json` for machine-readable output. + +```console +$ nemoclaw my-assistant doctor [--json] +``` + +### `nemoclaw logs` + +View sandbox logs. +Use `--follow` to stream output in real time. +Use `--tail ` or `-n ` to limit the number of returned lines. +Use `--since ` to show recent logs only, such as `5m`, `1h`, or `30s`. +The command reads both OpenClaw gateway output and OpenShell audit events, so policy denials appear alongside the gateway log stream. +If one log source is unavailable, NemoClaw prints a warning and keeps reading the remaining source. +NemoClaw's `--tail ` flag is a line-count flag; the lower-level `openshell logs --tail` flag means follow live output, so use `openshell logs -n ` when running OpenShell directly for a fixed line count. + +```console +$ nemoclaw my-assistant logs [--follow] [--tail |-n ] [--since ] +``` + +### `nemoclaw dashboard-url` + +Print the authenticated OpenClaw dashboard URL for a running sandbox. +Use this when you are on a remote machine, using an SSH or reverse tunnel, or need a complete URL for a browser session. + +```console +$ nemoclaw my-assistant dashboard-url +$ nemoclaw my-assistant dashboard-url --quiet +``` + +The default output includes a label and a warning. +Pass `--quiet` or `-q` to print only the URL to stdout so scripts can capture it: + +```console +$ URL=$(nemoclaw my-assistant dashboard-url --quiet) +``` + +**Warning:** + +Treat the authenticated dashboard URL like a password. +Do not log it, share it, or commit it to version control. + +### `nemoclaw gateway-token` + +Print the OpenClaw gateway auth token for a running sandbox to stdout. +The token is required by `openclaw tui` and the OpenClaw dashboard URL. +Use `dashboard-url` for browser access; use `gateway-token` only when automation needs the raw token. +Pipe it into automation or capture it into an environment variable: + +```console +$ TOKEN=$(nemoclaw my-assistant gateway-token --quiet) +$ export OPENCLAW_GATEWAY_TOKEN="$TOKEN" +``` + +The token is written to stdout with no surrounding text. +A one-line security warning is written to stderr; pass `--quiet` (or `-q`) to suppress it. +The command exits non-zero with a diagnostic on stderr when the sandbox is not registered or when the token cannot be retrieved (for example, if the sandbox is not running). + +**Warning:** + +Treat the gateway token like a password. +Do not log it, share it, or commit it to version control. + +### `nemoclaw destroy` + +Stop the NIM container, remove the host-side Docker image built during onboard, and delete the sandbox. +This removes the sandbox from the registry. +For Ollama-backed sandboxes, `destroy` also asks Ollama to unload currently loaded models and clears stale auth proxy state on a best-effort basis. + +**Warning:** + +This command permanently deletes the sandbox **and its persistent volume**. +All workspace files (use the `nemoclaw-user-manage-sandboxes` skill) (SOUL.md, USER.md, IDENTITY.md, AGENTS.md, MEMORY.md, and daily memory notes) are lost. +Back up your workspace first with `nemoclaw snapshot create` or see Backup and Restore (use the `nemoclaw-user-manage-sandboxes` skill). +If you want to upgrade the sandbox while preserving state, use `nemoclaw rebuild` instead. + +If another terminal has an active SSH session to the sandbox, `destroy` prints an active-session warning and requires a second confirmation before it proceeds. +Pass `--yes`, `-y`, or `--force` to skip the prompt in scripted workflows. +By default, `destroy` preserves the shared NemoClaw gateway. +Pass `--cleanup-gateway` to remove the shared gateway when destroying the last sandbox, or `--no-cleanup-gateway` to force preservation when environment defaults request cleanup. + +```console +$ nemoclaw my-assistant destroy [--yes|-y|--force] [--cleanup-gateway|--no-cleanup-gateway] +``` + +### `nemoclaw policy-add` + +Add a policy preset to a sandbox. +Presets extend the baseline network policy with additional endpoints. +Before applying, the command shows which endpoints the preset would open and prompts for confirmation. + +```console +$ nemoclaw my-assistant policy-add +``` + +To apply a specific preset without the interactive picker, pass its name as a positional argument: + +```console +$ nemoclaw my-assistant policy-add pypi --yes +``` + +The positional form is required in scripted workflows. +Set `NEMOCLAW_NON_INTERACTIVE=1` instead of `--yes` if you want the same behavior from an environment variable. +If the preset name is unknown or already applied, the command exits non-zero with a clear error. +Custom preset files are tracked with the sandbox that applied them. +`policy-list`, `policy-add`, and `policy-remove` compare the local registry and live gateway state using that sandbox-scoped preset metadata, so custom presets do not appear missing just because they are not part of the built-in preset catalog. + +| Flag | Description | +|------|-------------| +| `--from-file ` | Apply a custom preset YAML file instead of a built-in preset | +| `--from-dir ` | Apply every custom preset YAML file in a directory in lexicographic order | +| `--yes`, `--force` | Skip the confirmation prompt (requires a preset name, `--from-file`, or `--from-dir`) | +| `--dry-run` | Preview the endpoints a preset would open without applying changes | + +Use `--dry-run` to audit a preset before applying it: + +```console +$ nemoclaw my-assistant policy-add --dry-run +``` + +Apply a custom preset file when you need to grant access to an endpoint that is not covered by a built-in preset: + +```console +$ nemoclaw my-assistant policy-add --from-file ./presets/my-internal-api.yaml +``` + +For batch workflows, apply all preset files from a directory: + +```console +$ nemoclaw my-assistant policy-add --from-dir ./presets/ --yes +``` + +Review every host in custom preset files before applying them. +Custom presets bypass the built-in preset review process and can widen sandbox egress. + +### `nemoclaw policy-list` + +List available policy presets and show which ones are applied to the sandbox. +The command cross-references the local registry against the live gateway state (via `openshell policy get`), so it flags presets that are applied in one place but not the other. +This catches desync caused by external edits to the gateway policy or stale registry entries after a manual rollback. + +```console +$ nemoclaw my-assistant policy-list +``` + +### `nemoclaw policy-remove` + +Remove a previously applied policy preset from a sandbox. +The command lists only the presets currently applied, prompts you to select one, shows the endpoints that would be removed, and asks for confirmation before narrowing egress. + +```console +$ nemoclaw my-assistant policy-remove +``` + +To remove a specific preset non-interactively, pass its name as a positional argument: + +```console +$ nemoclaw my-assistant policy-remove pypi --yes +``` + +Set `NEMOCLAW_NON_INTERACTIVE=1` as an alternative to `--yes`. +If the preset is unknown or not currently applied, the command exits non-zero with a clear error. + +| Flag | Description | +|------|-------------| +| `--yes`, `--force` | Skip the confirmation prompt (requires a preset name) | +| `--dry-run` | Preview which endpoints would be removed without applying changes | + +Unchecking a preset in the onboard TUI checkbox also removes it from the sandbox. + +### `nemoclaw hosts-add` + +Add a host alias to the sandbox pod template. +Use this when a sandbox needs a stable LAN-only name, such as a local SearXNG or internal model endpoint, without dropping to `docker exec` and `kubectl patch`. + +```console +$ nemoclaw my-assistant hosts-add searxng.local 192.168.1.105 +``` + +The command validates the hostname and IP address, rejects duplicate hostnames, and patches `spec.podTemplate.spec.hostAliases` on the sandbox resource. + +| Flag | Description | +|------|-------------| +| `--dry-run` | Print the JSON patch for the resulting `hostAliases` list without applying it | + +### `nemoclaw hosts-list` + +List host aliases configured on the sandbox resource. + +```console +$ nemoclaw my-assistant hosts-list +``` + +### `nemoclaw hosts-remove` + +Remove a hostname from the sandbox `hostAliases` list. + +```console +$ nemoclaw my-assistant hosts-remove searxng.local +``` + +| Flag | Description | +|------|-------------| +| `--dry-run` | Print the JSON patch for the resulting `hostAliases` list without applying it | + +### `nemoclaw channels list` + +List the messaging channels NemoClaw knows about (`telegram`, `discord`, `slack`, `wechat`, `whatsapp`) with a short description. +The command is a static reference; it does not consult credentials or the running sandbox. +WeChat and WhatsApp are experimental. + +```console +$ nemoclaw my-assistant channels list +``` + +### `nemoclaw channels add ` + +Register a messaging channel with the sandbox and rebuild so the image picks up the new channel. +Channels fall into three login modes: + +- **Token paste** (`telegram`, `discord`, `slack`): the command prompts for any missing token and registers it with the OpenShell gateway. +- **Host-side QR** (`wechat`, experimental): the command renders an iLink QR code on the host and you scan it from WeChat on your phone. + On confirm, NemoClaw captures the bot token, registers it with the OpenShell gateway, and stores non-secret per-account metadata (`WECHAT_ACCOUNT_ID`, `WECHAT_BASE_URL`, `WECHAT_USER_ID`) for the in-sandbox bridge. + NemoClaw automatically adds the scanning operator's WeChat user ID to `WECHAT_ALLOWED_IDS`. + Supply additional comma-separated IDs to authorize more DM senders. + NemoClaw advertises WeChat for both OpenClaw (the `@tencent-weixin/openclaw-weixin` plugin) and Hermes (the built-in iLink WeChat adapter). +- **In-sandbox QR** (`whatsapp`, experimental): the command records the channel without a host-side token or OpenShell credential provider. + NemoClaw advertises WhatsApp for OpenClaw and Hermes sandboxes; after rebuild, run `openclaw channels login --channel whatsapp` for OpenClaw or `hermes whatsapp` for Hermes. + This intentionally leaves QR-created mutable session state in the sandbox until you unpair it or clear the durable agent state. + +After registering the channel, NemoClaw asks whether to rebuild immediately. +Running `add` for an already-configured channel simply overwrites the stored credentials where applicable — the operation is idempotent. +Channel names are trimmed and lowercased before NemoClaw stores credentials, names bridge providers, or prints rebuild messages. +If a matching built-in network policy preset exists, NemoClaw applies it to the sandbox before the rebuild so the bridge has egress to its upstream API; if applying the preset fails, NemoClaw warns and tells you to re-apply manually with `nemoclaw policy-add `. + +```console +$ nemoclaw my-assistant channels add telegram +``` + +| Flag | Description | +|------|-------------| +| `--dry-run` | Validate the channel and token inputs without saving credentials or rebuilding | + +Slack requires both `SLACK_BOT_TOKEN` (bot user OAuth) and `SLACK_APP_TOKEN` (app-level Socket Mode token); the command prompts for each in turn. +Optional Slack allowlists come from `SLACK_ALLOWED_USERS` and `SLACK_ALLOWED_CHANNELS` at rebuild time. +When `NEMOCLAW_NON_INTERACTIVE=1` is set, any missing token fails fast and no rebuild prompt is shown — instead, the change is queued and you are told to run `nemoclaw rebuild` manually. +If you omit the required `` argument, the CLI prints the `channels add ` usage with the supported channel list instead of falling back to top-level help. + +### `nemoclaw channels remove ` + +Clear the stored credentials for a messaging channel and rebuild the sandbox so the image drops the channel. +Running `remove` for a channel that was never configured is a no-op against the credentials file and still triggers the rebuild prompt. +When the bridge provider is attached to a live sandbox, NemoClaw detaches it before deleting the provider from the OpenShell gateway. +If the matching built-in policy preset is applied, such as `telegram`, `discord`, `slack`, `wechat`, or `whatsapp`, NemoClaw also removes that preset so the upstream API is no longer allow-listed after the channel is gone. +NemoClaw also strips the channel from `session.policyPresets` so a subsequent `onboard --resume` does not re-apply the preset on the next rebuild. + +For QR-paired channels (today: WhatsApp), NemoClaw destructively clears the in-sandbox session directory before the rebuild so the `state_dirs` backup does not restore the auth blob and let the channel reconnect: + +- OpenClaw: `/sandbox/.openclaw//` (for example `/sandbox/.openclaw/whatsapp/`). +- Hermes: `/sandbox/.hermes/platforms//` (for example `/sandbox/.hermes/platforms/whatsapp/`). + +The cleanup tries `openshell sandbox exec` first and falls back to SSH if the exec wrapper does not return the success sentinel. If both transports fail (the sandbox is stopped, the gateway is down, or SSH cannot reach it) the command refuses to proceed to the rebuild and asks you to start the sandbox and re-run, so a half-removed state cannot leave stale Baileys auth files behind for the next rebuild to restore. + +```console +$ nemoclaw my-assistant channels remove telegram +``` + +| Flag | Description | +|------|-------------| +| `--dry-run` | Report the channel that would be removed without clearing credentials or rebuilding | + +As with `channels add`, `NEMOCLAW_NON_INTERACTIVE=1` skips the rebuild prompt and queues the change for a manual `nemoclaw rebuild`. +If you omit the required `` argument, the CLI prints the `channels remove ` usage with the supported channel list. + +Host-side removal is the supported path because agent channel config is baked into the container image at build time (`/sandbox/.openclaw/openclaw.json` for OpenClaw and `/sandbox/.hermes/.env` for Hermes); agent-specific channel removals inside the sandbox would modify the running config but not persist changes across rebuilds. + +### `nemoclaw channels stop ` + +Pause a single messaging bridge (`telegram`, `discord`, `slack`, `wechat`, or `whatsapp`) without clearing its credentials. +The channel is marked disabled in the per-sandbox registry, and the sandbox is rebuilt so the onboard step skips registering the bridge with the gateway. +The provider stays registered with the OpenShell gateway, so a later `channels start` brings the bridge back without re-entering tokens. + +```console +$ nemoclaw my-assistant channels stop telegram +``` + +| Flag | Description | +|------|-------------| +| `--dry-run` | Report the channel that would be disabled without updating the registry or rebuilding | + +Use `channels stop` instead of `channels remove` when you want to pause a bridge temporarily. `channels remove` is destructive to credentials; `channels stop` is not. + +### `nemoclaw channels start ` + +Re-enable a channel previously paused with `channels stop`. The channel is removed from the disabled list, the sandbox is rebuilt, and the bridge registers with the gateway again using the stored credentials. + +```console +$ nemoclaw my-assistant channels start telegram +``` + +| Flag | Description | +|------|-------------| +| `--dry-run` | Report the channel that would be re-enabled without updating the registry or rebuilding | + +### `nemoclaw skill install ` + +Deploy a skill directory to a running sandbox. +The command validates the `SKILL.md` frontmatter (a `name` field is required), uploads all non-dot files preserving subdirectory structure, and performs agent-specific post-install steps. + +```console +$ nemoclaw my-assistant skill install ./my-skill/ +``` + +The skill directory must contain a `SKILL.md` file with YAML frontmatter that includes a `name` field. +Skill names must contain only alphanumeric characters, dots, hyphens, and underscores. +OpenClaw plugins are a different kind of extension. To install an OpenClaw plugin, see Install OpenClaw Plugins (use the `nemoclaw-user-deploy-remote` skill). +Run `nemoclaw skill install --help` to print usage for this subcommand. +If you pass a plugin-shaped directory to `skill install`, the CLI prints a plugin-specific hint instead of treating it as a missing skill file. + +Files with names starting with `.` (dotfiles) are skipped and listed in the output. +Files with unsafe path characters are rejected to prevent shell injection. + +If the skill already exists on the sandbox, the command updates it in place and preserves chat history. +For new installs, the agent session index is refreshed so the agent discovers the skill on the next session. + +### `nemoclaw rebuild` + +Upgrade a sandbox to the current agent version while preserving workspace state. +The command backs up workspace state, destroys the old sandbox (including its host-side Docker image), recreates it with the current image via `onboard --resume`, and restores workspace state into the new sandbox. +Credentials are stripped from backups before storage. +Policy presets applied to the old sandbox are reapplied to the new one so your egress rules survive the rebuild. + +```console +$ nemoclaw my-assistant rebuild [--yes|-y|--force] [--verbose|-v] +``` + +| Flag | Description | +|------|-------------| +| `--yes`, `-y`, `--force` | Skip the confirmation prompt | +| `--verbose`, `-v` | Log SSH commands, exit codes, and session state (also enabled by `NEMOCLAW_REBUILD_VERBOSE=1`) | + +If another terminal has an active SSH session to the sandbox, `rebuild` prints an active-session warning and requires confirmation before destroying the sandbox. +Pass `--yes`, `-y`, or `--force` to skip the prompt in scripted workflows. + +The sandbox must be running for the backup step to succeed. +If an archive command reports partial output while still producing usable data, `rebuild` keeps the captured backup entries and reports only the manifest-defined paths that could not be archived. +If any required state path still cannot be backed up, `rebuild` exits before destroying the original sandbox. +After restore, the command runs `openclaw doctor --fix` for cross-version structure repair. + +### `nemoclaw update` + +Check for a NemoClaw CLI update and, when requested, run the maintained installer flow. +This command is a discoverable CLI wrapper around the supported installer path: + +```console +$ curl -fsSL https://www.nvidia.com/nemoclaw.sh | bash +``` + +```console +$ nemoclaw update [--check] [--yes|-y] +``` + +| Flag | Description | +|------|-------------| +| `--check` | Show the current version, latest maintained version, install type, and maintained update command without changing anything | +| `--yes`, `-y` | Skip the confirmation prompt and run the maintained installer flow | + +`nemoclaw update` updates the host-side NemoClaw installation. +It does not replace `nemoclaw upgrade-sandboxes`; use that command to inspect or rebuild existing sandboxes after the CLI has been updated. +When the command is running from a source checkout, it reports that state and does not replace the checkout with a global package install. + +### `nemoclaw upgrade-sandboxes` + +Rebuild sandboxes whose base image is older than the one currently pinned by NemoClaw. +NemoClaw resolves the digest of `ghcr.io/nvidia/nemoclaw/sandbox-base:latest` from the registry, then compares it against the digest each sandbox was created with. +Sandboxes that match the current digest are left alone. + +```console +$ nemoclaw upgrade-sandboxes [--check] [--auto] [--yes|-y] +``` + +| Flag | Description | +|------|-------------| +| `--check` | List stale sandboxes without rebuilding any of them. Exits non-zero if any are stale. | +| `--auto` | Rebuild every stale sandbox without prompting. Used by the installer to upgrade in place. | +| `--yes`, `-y` | Skip the confirmation prompt for the rebuild plan. | + +Each rebuild reuses the same workspace backup-and-restore flow as `nemoclaw rebuild`, so workspace files survive the upgrade. +If the registry is unreachable (offline or firewalled hosts), NemoClaw falls back to the unpinned `:latest` tag and reports that the digest could not be resolved instead of failing. + +### `nemoclaw backup-all` + +Back up all registered running sandboxes to `~/.nemoclaw/rebuild-backups/`. +Sandboxes that are not running are skipped. + +```console +$ nemoclaw backup-all +``` + +The installer calls `backup-all` automatically before onboarding to protect against data loss during OpenShell upgrades. + +### `nemoclaw snapshot create` + +Create a timestamped snapshot of sandbox state. +Snapshots are stored in `~/.nemoclaw/rebuild-backups//`. + +```console +$ nemoclaw my-assistant snapshot create +``` + +| Flag | Description | +|------|-------------| +| `--name + +## Policy Tiers + +During onboarding, the wizard prompts for a policy tier that determines the default set of presets applied on top of the baseline policy. +The baseline policy is always applied regardless of the selected tier. + +| Tier | Presets included | Description | +|------|------------------|-------------| +| Restricted | None | Base sandbox only. No third-party network access beyond inference and core agent tooling. | +| Balanced (default) | `npm`, `pypi`, `huggingface`, `brew`, `brave when supported` | Full dev tooling and web search for agents that support web search. No messaging platform access. | +| Open | `npm`, `pypi`, `huggingface`, `brew`, `brave when supported`, `slack`, `discord`, `telegram`, `wechat` (experimental), `whatsapp` (experimental), `jira`, `outlook` | Broad access across third-party services including messaging and productivity. | + +After selecting a tier, a combined preset and access-mode screen lets you include or exclude individual presets and toggle each between read (GET only) and read-write (GET + POST/PUT/PATCH) access. +Tier-default presets are pre-selected; additional presets can be added from the full list. +NemoClaw filters tier defaults by the active agent's supported integrations. +For example, Hermes onboarding omits the Brave Search preset because Hermes does not use NemoClaw's OpenClaw web-search configuration. + +Tier definitions are stored in `nemoclaw-blueprint/policies/tiers.yaml`. + +In non-interactive mode, set the tier with `NEMOCLAW_POLICY_TIER`: + +```console +$ NEMOCLAW_POLICY_TIER=open nemoclaw onboard --non-interactive --yes-i-accept-third-party-software +``` + +If the value does not match a known tier, onboarding exits with an error listing the valid options. + +### Inference + +The baseline policy allows only the `local` inference route. External inference +providers are reached through the OpenShell gateway, not by direct sandbox egress. + +## Operator Approval Flow + +When the agent attempts to reach an endpoint not listed in the policy, OpenShell intercepts the request and presents it in the TUI for operator review: + +1. The agent makes a network request to an unlisted host. +2. OpenShell blocks the connection and logs the attempt. +3. The TUI command `openshell term` displays the blocked request with host, port, and requesting binary. +4. The operator approves or denies the request. +5. If approved, the endpoint is added to the running policy for the session. + +To try this, run the walkthrough: + +```console +$ ./scripts/walkthrough.sh +``` + +This opens a split tmux session with the TUI on the left and the agent on the right. + +## Modifying the Policy + +### Static Changes + +Edit `nemoclaw-blueprint/policies/openclaw-sandbox.yaml` and re-run the onboard wizard: + +```console +$ nemoclaw onboard +``` + +### Dynamic Changes + +Apply policy updates to a running sandbox without restarting: + +```console +$ openshell policy update --add-endpoint api.example.com:443:read-only:rest:enforce +``` + +To replace the live policy with a complete raw policy file, use `openshell policy set`: + +```console +$ openshell policy set --policy +``` diff --git a/skills/nemoclaw-user-reference/references/troubleshooting.md b/skills/nemoclaw-user-reference/references/troubleshooting.md new file mode 100644 index 00000000000..81546590f64 --- /dev/null +++ b/skills/nemoclaw-user-reference/references/troubleshooting.md @@ -0,0 +1,1421 @@ + + +# Troubleshooting + +This page covers common issues you may encounter when installing, onboarding, or running NemoClaw, along with their resolution steps. + +**Get Help:** + +If your issue is not listed here, join the [NemoClaw Discord channel](https://discord.gg/XFpfPv9Uvx) to ask questions and get help from the community. You can also [file an issue on GitHub](https://github.com/NVIDIA/NemoClaw/issues/new). + +## Installation + +### `nemoclaw` not found after install + +If you use nvm or fnm to manage Node.js, the installer may not update your current shell's PATH. +The `nemoclaw` binary is installed but the shell session does not know where to find it. + +Run `source ~/.bashrc` (or `source ~/.zshrc` for zsh), or open a new terminal window. + +When installing from a source checkout with `npm install`, NemoClaw first tries `npm link`. +If the global npm prefix is not writable, it writes a managed shim to `~/.local/bin/nemoclaw` instead. +Add `~/.local/bin` to your `PATH` if the command is still not found. +Source-checkout installs also bootstrap OpenShell when it is missing before running preflight. +If a source install still reports that `openshell` is not available, re-run the installer from the repository root and check that `~/.local/bin` is on your `PATH`. + +### Installer fails on unsupported platform + +The installer checks for a supported OS and architecture before proceeding. +If you see an unsupported platform error, verify that you are running on a tested platform listed in the Container Runtimes table in the quickstart guide. + +### Node.js version is too old + +NemoClaw requires Node.js 22.16 or later. +If the installer exits with a Node.js version error, check your current version: + +```console +$ node --version +``` + +If the version is below 22.16, install a supported release. +If you use nvm, run: + +```console +$ nvm install 22 +$ nvm use 22 +``` + +Then re-run the installer. + +### Image push fails with out-of-memory errors + +The sandbox image is approximately 2.4 GB compressed. During image push, the Docker daemon, k3s, and the OpenShell gateway run alongside the export pipeline, which buffers decompressed layers in memory. On machines with less than 8 GB of RAM, this combined usage can trigger the OOM killer. + +If you cannot add memory, configure at least 8 GB of swap to work around the issue at the cost of slower performance. + +### Docker is not running + +The installer and onboard wizard require Docker to be running. +If you see a Docker connection error, start the Docker daemon: + +```console +$ sudo systemctl start docker +``` + +On macOS with Docker Desktop, open the Docker Desktop application and wait for it to finish starting before retrying. + +### Docker permission denied on Linux + +On Linux, if the Docker daemon is running but you see "permission denied" errors, your user may not be in the `docker` group. +The installer can add your user to the group, but Linux does not activate that membership in the current shell automatically. +Add your user and activate the group in the current shell: + +**Docker group access:** + +NemoClaw needs Docker access. +On personal Linux development machines, adding your user to the `docker` group is the standard way to run Docker without sudo. +Members of the `docker` group can control the daemon with root-level impact, so grant this access only to trusted local accounts; on shared or managed systems, use your organization's approved Docker access path. +For background, review Docker's [daemon attack surface guidance](https://docs.docker.com/engine/security/#docker-daemon-attack-surface). + +```console +$ sudo usermod -aG docker $USER +$ newgrp docker +``` + +Then retry `nemoclaw onboard`. +If the installer stopped after printing `newgrp docker`, run that command and then re-run the installer: + +```console +$ newgrp docker +$ curl -fsSL https://www.nvidia.com/nemoclaw.sh | bash +``` + +### macOS first-run failures + +The two most common first-run failures on macOS are missing developer tools and Docker connection errors. + +To avoid these issues, install the prerequisites in the following order before running the NemoClaw installer: + +1. Install Xcode Command Line Tools (`xcode-select --install`). These are needed by the installer and Node.js toolchain. +2. Install and start a supported container runtime (Docker Desktop or Colima). Without a running runtime, the installer cannot connect to Docker. + +### Permission errors during installation + +The NemoClaw installer does not require `sudo` or root. +It installs Node.js via nvm and NemoClaw via npm, both into user-local directories. +The installer also handles OpenShell installation automatically using a pinned release. + +If you see permission errors during installation, they typically come from Docker, not the NemoClaw installer itself. +Docker must be installed and running before you run the installer, and installing Docker may require elevated privileges on Linux. + +### npm install fails with permission errors + +If `npm install` fails with an `EACCES` permission error, do not run npm with `sudo`. +Instead, configure npm to use a directory you own: + +```console +$ mkdir -p ~/.npm-global +$ npm config set prefix ~/.npm-global +$ export PATH=~/.npm-global/bin:$PATH +``` + +Add the `export` line to your `~/.bashrc` or `~/.zshrc` to make it permanent, then re-run the installer. + +### Installer fails on NVIDIA Jetson + +The installer auto-detects NVIDIA Jetson devices (Orin and Thor) and applies required host configuration before the normal install flow. +If the Jetson setup step fails, verify that you have `sudo` access and that Docker is installed and running. + +For JetPack 6 (L4T 36.x), the setup switches iptables to legacy mode and adjusts the Docker daemon configuration. +For JetPack 7 (L4T 38.x / Thor), only bridge netfilter and sysctl settings are applied. +For JetPack 7 (L4T 39.x), bridge netfilter is loaded only when the host is missing it. Some R39 images already ship with `br_netfilter` configured and are left untouched. On affected R39 hosts, the installer prints `loading br_netfilter (required by k3s inside the OpenShell gateway)`. Without this fix, sandbox pods fail DNS resolution against the in-cluster service and the onboard `Setting up OpenClaw inside sandbox` step times out. + +If the L4T version is not recognized, the setup step is skipped and the installer continues normally. + +### DNS resolution from inside docker fails (corporate firewall) + +Some corporate networks block outbound UDP port 53 to public DNS servers and force all host name resolution through DNS over TLS on TCP port 853. Containers do not inherit the host's DNS-over-TLS configuration, so the sandbox build's `npm ci` step times out trying to resolve `registry.npmjs.org` against `1.1.1.1` or `8.8.8.8`. + +NemoClaw's preflight runs a short `docker run --rm busybox nslookup nemoclaw-dns-probe-.invalid` probe before starting the sandbox build. The fresh `.invalid` name should return NXDOMAIN through a working resolver, so cached answers cannot hide blocked DNS egress. When the probe confirms a DNS failure, onboarding stops with platform-specific remediation instead of hanging for ~15 minutes and printing a cryptic `Exit handler never called`. + +The fix depends on your platform and runtime. Pick the matching path from the preflight output, apply it, then re-run `nemoclaw onboard`. + +- **Linux with systemd-resolved.** Add a `DNSStubListenerExtra` drop-in pointing at the docker bridge gateway IP (the preflight prints the detected IP), then add the same IP to `/etc/docker/daemon.json` under `dns`. Restart `systemd-resolved` and `docker`. +- **macOS with Colima.** Restart Colima with the corporate DNS address, for example `colima stop && colima start --dns `. +- **macOS with Docker Desktop.** Add the corporate DNS address to `~/.docker/daemon.json` under `dns`, then restart Docker Desktop. +- **Windows or WSL.** Configure DNS in the Docker Desktop settings GUI, or apply the Linux fix above when running native docker inside WSL. + +Verify the fix worked: + +```console +$ docker run --rm busybox nslookup example.com +``` + +When the lookup returns an answer, retry onboarding. + +### Port already in use + +The NemoClaw dashboard uses port `18789` by default and the gateway uses port `8080`. +If another sandbox already owns the dashboard port, onboarding scans ports `18789` through `18799` and uses the next free port. +If all ports in that range are occupied, the error lists the owner for each port and suggests using `--control-ui-port` with a port outside the range. + +On macOS, the port check also tries a privileged `lsof` probe without prompting for a password so root-owned listeners are detected before the sandbox build starts. +If a port becomes occupied after preflight but before `openshell forward start` runs, onboarding deletes the just-created sandbox and exits with a retry message instead of leaving a sandbox with an unreachable dashboard URL. + +When a previous onboard, upgrade, or sandbox crash leaves a stale `openclaw-gateway` host process holding the dashboard port, `nemoclaw onboard --fresh`, `nemoclaw destroy` (when destroying the last sandbox), and `nemoclaw uninstall` automatically sweep the dashboard port range and signal `SIGTERM` then `SIGKILL` to recover. +The sweep only targets processes owned by the current user whose command line matches `openclaw-gateway` or `openshell forward` markers, and skips dashboard ports owned by other live sandboxes. + +If a non-NemoClaw process is already bound to the dashboard port or the gateway port, identify the conflicting process, verify it is safe to stop, and terminate it: + +```console +$ sudo lsof -i :18789 +$ kill +``` + +If the process does not exit, use `kill -9 ` to force-terminate it. +Then retry onboarding. + +Alternatively, override the conflicting port instead of stopping the other process. +Pass `--control-ui-port` with the desired dashboard port: + +```console +$ nemoclaw onboard --control-ui-port 19000 +``` + +You can also set `CHAT_UI_URL` with the desired port: + +```console +$ CHAT_UI_URL=http://127.0.0.1:19000 nemoclaw onboard +``` + +Or set the port directly: + +```console +$ NEMOCLAW_DASHBOARD_PORT=19000 nemoclaw onboard +``` + +For an OpenShell gateway port conflict, set `NEMOCLAW_GATEWAY_PORT` to a free +non-privileged port that does not overlap NemoClaw's dashboard, vLLM, Ollama, +or Ollama proxy ports: + +```console +$ NEMOCLAW_GATEWAY_PORT=8990 nemoclaw onboard +``` + +Remote/headless hosts can bind the OpenShell gateway to all IPv4 interfaces: + +```console +$ NEMOCLAW_GATEWAY_BIND_ADDRESS=0.0.0.0 NEMOCLAW_GATEWAY_PORT=8990 nemoclaw onboard +``` + +Use `NEMOCLAW_GATEWAY_BIND_ADDRESS=0.0.0.0` only when other hosts on the +network should be able to reach the gateway. + +See [Environment Variables](commands.md#environment-variables) for the full list of port overrides. + +### Running multiple sandboxes simultaneously + +Each sandbox requires its own dashboard port. +If you onboard a second sandbox without overriding the port, onboarding uses the next free port in the `18789` to `18799` range. +`onboard` checks `openshell forward list` before starting a new forward, so a second onboard cannot silently take over the first sandbox's port. + +Assign a distinct port only when you want a specific value: + +```console +$ nemoclaw onboard # first sandbox uses default 18789 +$ nemoclaw onboard # second sandbox uses the next free port +$ nemoclaw onboard --control-ui-port 19000 # explicit port override +``` + +Each sandbox then has its own SSH tunnel and its own dashboard URL: + +```text +http://localhost:18789 ← first sandbox +http://localhost:19000 ← second sandbox +``` + +You can verify which tunnel belongs to which sandbox with: + +```console +$ openshell forward list +$ nemoclaw list +``` + +`nemoclaw list` prints the recorded dashboard URL for each sandbox. + +## Onboarding + +### Cgroup v2 errors during onboard + +Older NemoClaw releases relied on a Docker cgroup workaround on Ubuntu 24.04, DGX Spark, and WSL2. +Current OpenShell releases handle that behavior themselves, so NemoClaw no longer requires a Spark-specific setup step. + +If onboarding reports that Docker is missing or unreachable, fix Docker first and retry onboarding: + +```console +$ nemoclaw onboard +``` + +Podman is not a tested runtime. +If onboarding or sandbox lifecycle fails, switch to a tested runtime (Docker Desktop, Colima, or Docker Engine) and rerun onboarding. + +### Cluster fails with `overlayfs snapshotter cannot be enabled` on Docker 26+ + +Docker Engine 26 and later default fresh installations to the [containerd image store](https://docs.docker.com/engine/storage/containerd/), which exposes its layers via the `overlayfs` snapshotter rather than the legacy `overlay2` graph driver. +The k3s server inside the OpenShell cluster image needs to mount its own overlay filesystem on top, and the kernel rejects nesting two non-trivial overlay mounts. +The cluster container then loops with: + +```text +"overlayfs" snapshotter cannot be enabled for "/var/lib/rancher/k3s/agent/containerd", +try using "fuse-overlayfs" or "native": +failed to mount overlay: ... err: invalid argument +``` + +This is a Docker default-driver change, not a NemoClaw or OpenShell regression. +The same hardware running Docker 25 or earlier — or any Docker version with the containerd image store disabled — uses the legacy `overlay2` driver and is unaffected. + +NemoClaw detects the Docker 26+ containerd-snapshotter overlayfs configuration during onboarding and transparently builds a small drop-in replacement for the cluster image on the local Docker engine. +The patched image installs `fuse-overlayfs` and selects it as the k3s snapshotter, bypassing the kernel-level nested-overlay limitation. +No host configuration changes, sudo, or Docker restart required. + +The auto-fix runs once per OpenShell version on the affected host. +Subsequent onboarding runs reuse the cached patched image. +Hosts without the conflict (`Driver: overlay2` in `docker info`, macOS Docker Desktop, or Linux installations that disable the containerd image store) see no change in behavior. + +Override knobs: + +- `NEMOCLAW_DISABLE_OVERLAY_FIX=1` — skip the auto-fix and run against the unmodified upstream cluster image. + Useful for diagnosis or when you have already applied the manual workaround below. +- `NEMOCLAW_OVERLAY_SNAPSHOTTER=native` — build the patched image with k3s's `native` snapshotter instead of `fuse-overlayfs`. + The `native` snapshotter copies image layers instead of overlaying them, so it uses more disk but does not depend on FUSE. + Default is `fuse-overlayfs`. + +If you prefer to disable the new Docker storage driver instead of running the patched image, edit `/etc/docker/daemon.json`: + +```json +{ + "storage-driver": "overlay2", + "features": { "containerd-snapshotter": false } +} +``` + +Then restart Docker (`sudo systemctl restart docker`) and re-run `nemoclaw onboard`. +This restores the legacy `overlay2` driver host-wide, which kills any other running containers — prefer the auto-fix unless you need the change for unrelated reasons. +Switching storage drivers also rebuilds the entire local image graph: previously-pulled images become unusable and Docker re-pulls them on first reference, so expect a cold cache and additional disk usage right after the restart. + +### OpenShell version above maximum + +Each NemoClaw release validates against a range of tested OpenShell versions. +If the installed OpenShell version exceeds the configured maximum, `nemoclaw onboard` exits with an error: + +```text +✗ openshell is above the maximum supported by this NemoClaw release. + blueprint.yaml max_openshell_version: +``` + +Upgrade NemoClaw to a version that supports your OpenShell release, or install a supported OpenShell version from the [OpenShell releases page](https://github.com/NVIDIA/OpenShell/releases). + +For fresh installs, NemoClaw passes the blueprint range to `install-openshell.sh` and resolves a compatible published OpenShell release before downloading. +If GitHub release metadata is unavailable, the script uses its bundled fallback pin and the post-install gate still enforces the configured range. + +### Sandbox containers cannot reach the gateway + +On native Linux Docker-driver hosts, `nemoclaw onboard` verifies the route that sandbox containers use to reach the OpenShell gateway. +If a host firewall blocks that path, onboarding exits with output like: + +```text +✗ Sandbox containers cannot reach the gateway at host.openshell.internal:8080. + A host firewall may be blocking traffic from the OpenShell Docker bridge. +``` + +Apply the `ufw` command printed by onboarding, then rerun onboarding. +If the message does not include a subnet, derive it from the OpenShell Docker network: + +```console +$ SUBNET=$(docker network inspect openshell-docker --format '{{(index .IPAM.Config 0).Subnet}}') +$ sudo ufw allow from "$SUBNET" to any port 8080 proto tcp +$ nemoclaw onboard +``` + +### `connect` exits because the gateway is down + +`nemoclaw connect` checks the OpenShell gateway before it tries dashboard forwarding, SSH, or inference repair. +If the gateway is not reachable, the command exits early and prints recovery guidance. + +Start the gateway or resume onboarding, then retry: + +```console +$ openshell gateway start --name nemoclaw +$ nemoclaw onboard --resume +$ nemoclaw connect +``` + +Run `nemoclaw status` for a broader gateway health report. + +### Invalid sandbox name + +Sandbox names must be lowercase, start with a letter, contain only letters, numbers, and internal hyphens, and end with a letter or number. +Uppercase letters are automatically lowercased. + +Names that collide with global CLI commands are also rejected. +Reserved names include `onboard`, `list`, `deploy`, `setup`, `start`, `stop`, `status`, `debug`, `uninstall`, `credentials`, and `help`. +Using a reserved name would cause the CLI to route to the global command instead of the sandbox. + +If the name does not match these rules or is reserved, the wizard exits with an error. +Choose a name such as `my-assistant` or `dev1`. + +### Sandbox creation fails on DGX + +On DGX machines, sandbox creation can fail if the gateway's DNS has not finished propagating or if a stale port forward from a previous onboard run is still active. + +Run `nemoclaw onboard` to retry. +The wizard cleans up stale port forwards and waits for gateway readiness automatically. + +### GPU setup fails with a placeholder GPU name + +On Windows or WSL hosts, some systems report a placeholder display adapter name even when no NVIDIA GPU firmware is present. +NVIDIA NIM and GPU-backed sandbox setup require a real NVIDIA GPU. +If NemoClaw rejects the detected GPU name during preflight, select a CPU or remote inference provider, or move the setup to a host with a supported NVIDIA GPU and current drivers. + +Jetson hosts can still run NemoClaw, but sandbox GPU passthrough is not supported there. +If onboarding reports that sandbox GPU passthrough is unavailable on Jetson, rerun onboarding without `--sandbox-gpu`. + +### Colima socket not detected (macOS) + +Newer Colima versions use the XDG base directory (`~/.config/colima/default/docker.sock`) instead of the legacy path (`~/.colima/default/docker.sock`). +Some installations expose a top-level Colima socket at `~/.colima/docker.sock`. +NemoClaw checks all three paths. +If neither is found, verify that Colima is running: + +```console +$ colima status +``` + +### Sandbox build is slow or hangs (under-provisioned container runtime) + +Default Colima ships with 2 vCPU and 2 GiB of memory, which is not enough headroom for the BuildKit-driven sandbox image build. +On macOS Apple Silicon, the build can stall part-way through with no progress and no error, leaving the wizard waiting indefinitely. + +Preflight inspects `docker info` for `NCPU` and `MemTotal` and prints a warning when the runtime falls below 4 vCPU or 8 GiB. +In interactive onboarding, the warning prompt defaults to abort, so pressing Enter stops the run before the sandbox build reaches the likely stall point. +Type `y` only when you intentionally want to continue on the smaller runtime. +Non-interactive onboarding prints the warning and continues. +On Colima, raise the resources before re-running onboard: + +```console +$ colima stop +$ colima start --cpu 6 --memory 12 --disk 100 +``` + +On Docker Desktop, raise CPU and memory limits in *Settings → Resources*, then apply and restart. + +To silence the warning when the host is intentionally small, set `NEMOCLAW_IGNORE_RUNTIME_RESOURCES=1` before running `nemoclaw onboard`. + +### Re-onboard fails because port 18789 is held by SSH + +After destroying a sandbox and gateway, the SSH port-forward process for the +dashboard can be left running. +Re-running onboard then fails preflight with `Port 18789 is not available. +Blocked by: ssh`. + +Current NemoClaw detects this case and kills the orphaned SSH process +automatically before retrying the port check. +If you see the error on an older release, identify the SSH process and +terminate it manually: + +```console +$ sudo lsof -i :18789 +$ kill +``` + +Then re-run `nemoclaw onboard`. + +### Updated messaging token is not picked up + +Re-running `nemoclaw onboard --non-interactive` with a new +`TELEGRAM_BOT_TOKEN`, `DISCORD_BOT_TOKEN`, or `SLACK_BOT_TOKEN` previously +reported success while the sandbox kept polling with the old credential. +Current NemoClaw stores SHA-256 hashes of messaging credentials in the +sandbox registry at creation time and detects when a token has changed. +When rotation is detected, NemoClaw automatically backs up workspace state, +deletes the sandbox, recreates it with the new credential, and restores the +backup. + +If you suspect a sandbox is still using a stale token, re-run onboarding so +the credential check runs: + +```console +$ nemoclaw onboard --non-interactive +``` + +### Sandbox creation killed by OOM (exit 137) + +On systems with 8 GB RAM or less and no swap configured, the sandbox image push can exhaust available memory and get killed by the Linux OOM killer (exit code 137). + +NemoClaw automatically detects low memory during onboarding and prompts to create a 4 GB swap file. +If this automatic step fails or you are using a custom setup flow, create swap manually before running `nemoclaw onboard`: + +```console +$ sudo dd if=/dev/zero of=/swapfile bs=1M count=4096 status=none +$ sudo chmod 600 /swapfile +$ sudo mkswap /swapfile +$ sudo swapon /swapfile +$ echo '/swapfile none swap sw 0 0' | sudo tee -a /etc/fstab +$ nemoclaw onboard +``` + +### Previous onboarding session failed + +If a previous `nemoclaw onboard` attempt fails partway through (for example, a provider or inference-setup step reporting an error), NemoClaw records the failure in `~/.nemoclaw/onboard-session.json`. + +When you re-run the installer, it detects the failed session and does not silently retry it. +Silent retry would loop on the same failure if your original choice, such as an unreachable provider, was the cause. + +- In an interactive terminal, the installer prompts whether to resume the failed session or start fresh. + Press `R` (or Enter) to retry the same session, or `f` to discard it and make fresh choices. +- In non-interactive mode (piped `curl | bash` with `NEMOCLAW_NON_INTERACTIVE=1`, CI, scripts), the installer refuses and exits with a non-zero status so a scripted re-run cannot loop. + You must opt in to one of two paths explicitly: + + Start over with new choices (discards the recorded session and provider/model selection): + + ```console + $ curl -fsSL https://www.nvidia.com/nemoclaw.sh | bash -s -- --fresh + ``` + + Or equivalently, via env var. + The variable must be set on the `bash` side of the pipe, not on `curl`, since only the right-hand process inherits it: + + ```console + $ curl -fsSL https://www.nvidia.com/nemoclaw.sh | NEMOCLAW_FRESH=1 bash + ``` + + Retry the same session without re-prompting. + This is only useful if the original failure was transient, for example a network blip or a stopped Docker daemon, and not a wrong provider choice: + + ```console + $ nemoclaw onboard --resume + ``` + +As a last resort, you can also delete the session file directly and re-run the installer: + +```console +$ rm ~/.nemoclaw/onboard-session.json +``` + +## Runtime + +### Reconnect after a host reboot + +After a host reboot, the container runtime, OpenShell gateway, and sandbox may not be running. +Follow these steps to reconnect. + +1. Start the container runtime. + + - **Linux:** start Docker if it is not already running (`sudo systemctl start docker`) + - **macOS:** open Docker Desktop or start Colima (`colima start`) + +1. Check sandbox state. + + ```console + $ openshell sandbox list + ``` + + If the sandbox shows `Ready`, skip to step 4. + +1. Restart the gateway (if needed). + + If the sandbox is not listed or the command fails, restart the OpenShell gateway: + + ```console + $ openshell gateway start --name nemoclaw + ``` + + Wait a few seconds, then re-check with `openshell sandbox list`. + +1. Reconnect. + + ```console + $ nemoclaw connect + ``` + + The gateway usually rotates its SSH host keys across a reboot. + `connect` detects the resulting identity drift, prunes the stale `openshell-*` entries from `~/.ssh/known_hosts`, and retries automatically. + You do not need to edit `known_hosts` by hand or re-run `nemoclaw onboard` in this case. + +1. Start host auxiliary services (if needed). + + If you use the cloudflared tunnel started by `nemoclaw tunnel start`, start it again: + + ```console + $ nemoclaw tunnel start + ``` + + OpenShell-managed channel messaging handles Telegram, Discord, Slack, WeChat, and WhatsApp at onboarding, not through a separate bridge process from `nemoclaw tunnel start`. + WeChat and WhatsApp are experimental. + To pause a single bridge without destroying the sandbox, use `nemoclaw channels stop `. + +**If the sandbox does not recover:** + +If the sandbox remains missing after restarting the gateway, run `nemoclaw onboard` to recreate it. +The wizard prompts for confirmation before destroying an existing sandbox. If you confirm, it **destroys and recreates** the sandbox. Workspace files (SOUL.md, USER.md, IDENTITY.md, AGENTS.md, MEMORY.md, and daily memory notes) are lost. +Back up your workspace first by following the instructions at Back Up and Restore (use the `nemoclaw-user-manage-sandboxes` skill). + +### Sandbox is running an outdated agent version + +After upgrading NemoClaw, `nemoclaw connect` and `nemoclaw status` warn if the sandbox is running an older agent version than the current image. + +To upgrade the sandbox while preserving workspace state, run: + +```console +$ nemoclaw rebuild +``` + +The rebuild command backs up state, destroys the old sandbox, recreates it with the current image, and restores state. +Create a snapshot before rebuilding if you want an additional safety net: + +```console +$ nemoclaw snapshot create +$ nemoclaw rebuild +``` + +### Sandbox shows as stopped + +The sandbox may have been stopped or deleted. +Run `nemoclaw onboard` to recreate the sandbox from the same blueprint and policy definitions. + +### Status shows "not running" inside the sandbox + +This is expected behavior. +When checking status inside an active sandbox, host-side sandbox state and inference configuration are not inspectable. +The status command detects the sandbox context and reports "active (inside sandbox)" instead. + +Run `openshell sandbox list` on the host to check the underlying sandbox state. + +### Git clone fails with a certificate verification error + +In networks that inspect TLS, OpenShell injects a proxy CA bundle into the sandbox. +Current NemoClaw exports that bundle as `GIT_SSL_CAINFO` during sandbox startup and persists it for `nemoclaw connect` sessions, so Git can trust the proxy CA. +It also forwards standard CA bundle variables for subprocesses, including `GIT_SSL_CAPATH`, `CURL_CA_BUNDLE`, and `REQUESTS_CA_BUNDLE`. + +If Git still reports `server certificate verification failed`, reconnect to the sandbox and check that the CA variables are present: + +```console +$ env | grep -E 'SSL_CERT_FILE|GIT_SSL_CAINFO|CURL_CA_BUNDLE|REQUESTS_CA_BUNDLE' +``` + +If they are missing on an older sandbox, upgrade NemoClaw and run: + +```console +$ nemoclaw rebuild +``` + +### Sandbox creation reports a TLS certificate mismatch + +If sandbox creation reports a TLS or certificate mismatch, the OpenShell gateway certificate may have changed since the CLI last trusted it. +Refresh the gateway trust and then resume onboarding: + +```console +$ openshell gateway trust -g nemoclaw +$ nemoclaw onboard --resume +``` + +### `openclaw update` hangs or times out inside the sandbox + +This is expected for the current NemoClaw deployment model. +NemoClaw installs `openclaw` into the sandbox image at build time, so the CLI is image-pinned rather than updated in place inside a running sandbox. + +Do not run `openclaw update` inside the sandbox. +Instead: + +1. Upgrade to a NemoClaw release that includes the newer `openclaw` version. +2. If you build NemoClaw from source, bump the pinned `openclaw` version in `Dockerfile.base` and rebuild the sandbox base image. +3. Run `nemoclaw rebuild` to recreate the sandbox with the updated image. The rebuild command automatically backs up workspace state before destroying the old sandbox and restores it afterward. + +### Inference requests time out + +Verify that the inference provider endpoint is reachable from the host. +Check the active provider and endpoint: + +```console +$ nemoclaw status +``` + +For local Ollama and local vLLM, `nemoclaw status` also prints an `Inference` line that probes the host-side health endpoint directly. +If that line shows `unreachable`, start the local backend first and then retry the request. +For Local Ollama, current releases also print `Inference (auth proxy)` when a proxy token is available. +If the backend is healthy but the auth proxy is `unauthorized` or `unreachable`, re-run onboarding so NemoClaw can recreate the proxy token, restart the proxy, and refresh the route. + +If the endpoint is correct but requests still fail, check for network policy rules that may block the connection. +Then verify the credential and base URL for the provider you selected during onboarding. + +If you entered an AWS Bedrock Runtime URL such as `https://bedrock-runtime.us-east-1.amazonaws.com` in the **Other Anthropic-compatible endpoint** flow, NemoClaw auto-detects it and routes sandbox traffic through a host-local adapter. +Use the raw Bedrock Runtime host, not an Anthropic `/v1/messages` path, and verify that the model ID or inference profile ID is valid for that region. +For auth, export `AWS_BEARER_TOKEN_BEDROCK`, `AWS_PROFILE`, or standard IAM environment credentials before onboarding; if you paste a key at the `COMPATIBLE_ANTHROPIC_API_KEY` prompt, NemoClaw uses it only as the adapter's Bedrock bearer token. +Region errors usually mean the pasted endpoint region, `AWS_REGION`, `AWS_DEFAULT_REGION`, or the model/inference profile ID do not match. + +For Ollama, vLLM, NIM, and compatible-endpoint setup, the default timeout is 180 seconds. +If large prompts still cause timeouts, increase it with `NEMOCLAW_LOCAL_INFERENCE_TIMEOUT` before re-running onboard: + +```console +$ export NEMOCLAW_LOCAL_INFERENCE_TIMEOUT=300 +$ nemoclaw onboard +``` + +For local Ollama and vLLM, onboarding retries the container reachability check and can fall back to the host-side health check when the local backend is healthy. +If all attempts fail, the error includes container reachability diagnostics such as HTTP status and host gateway resolution. + +`NEMOCLAW_LOCAL_INFERENCE_TIMEOUT` only covers the inference-server validation probe. +The post-create readiness wait has its own budget (`NEMOCLAW_SANDBOX_READY_TIMEOUT`); see [Sandbox onboard times out with "did not become ready within Ns"](#sandbox-onboard-times-out-with-did-not-become-ready-within-ns) for the readiness path. + +### Sandbox onboard times out with "did not become ready within Ns" + +Onboarding ends with: + +```text + Sandbox 'my-assistant' was created but did not become ready within 180s. + The orphaned sandbox has been removed — you can safely retry. +``` + +This is a separate budget from `NEMOCLAW_LOCAL_INFERENCE_TIMEOUT` — it covers the readiness wait that follows sandbox creation (in-sandbox boot, OpenClaw start, policy load), not the inference probe. +The 180-second default fits typical workstations but can be exceeded when: + +- The host is building or uploading the sandbox image for the first time (cold caches, slow link). +- The selected model is large (70B+ parameters or 4-bit/8-bit quantisations that take time to memory-map). +- Onboarding runs on a remote VM where image upload to the gateway streams over the network (for example DGX Station first-run installer). + +Raise the budget before re-running onboard: + +```console +$ export NEMOCLAW_SANDBOX_READY_TIMEOUT=600 +$ nemoclaw onboard +``` + +The variable accepts seconds and applies to the readiness wait only. +When the deadline expires, NemoClaw deletes the partially-created sandbox before printing the retry hint, so the next `nemoclaw onboard` starts from a clean state. +If readiness still fails after the extended budget, inspect the gateway and sandbox status: + +```console +$ openshell sandbox list +$ nemoclaw status +``` + +### Agent fails at runtime after onboarding succeeds with a compatible endpoint + +Some OpenAI-compatible servers (such as SGLang) expose `/v1/responses` but their +streaming mode is incomplete. +OpenClaw requires granular streaming events like `response.output_text.delta` +that these backends do not emit. + +For the compatible-endpoint provider, NemoClaw now defaults to +`/v1/chat/completions` and skips the Responses API probe entirely unless you +opt in. +If you onboarded an older release that selected `/v1/responses`, re-run +onboarding so the wizard rebuilds the image with chat completions: + +```console +$ nemoclaw onboard +``` + +If you previously set `NEMOCLAW_PREFERRED_API=openai-responses` to force the +Responses API, unset it before re-running onboard. + +When you enable Telegram messaging with an OpenAI-compatible endpoint, onboarding also checks `inference.local` from inside the sandbox. +If that smoke check fails, fix the compatible-endpoint base URL, credentials, model, or network route before testing the Telegram bot again. + +Do not rely on `NEMOCLAW_INFERENCE_API_OVERRIDE` alone — it patches the config +at container startup but does not update the Dockerfile ARG baked into the +image. +A fresh `nemoclaw onboard` is the reliable fix. + +### `NEMOCLAW_DISABLE_DEVICE_AUTH=1` does not change an existing sandbox + +This is expected behavior. +`NEMOCLAW_DISABLE_DEVICE_AUTH` is a build-time setting used when NemoClaw creates the sandbox image. +Changing or exporting it later does not rewrite the baked `openclaw.json` inside an existing sandbox. + +If you need a different device-auth setting, rerun onboarding so NemoClaw rebuilds the sandbox image with the desired configuration. +For the security trade-offs, refer to Security Best Practices (use the `nemoclaw-user-configure-security` skill). + +### `openclaw.json` is empty after changing inference + +Some runtime inference changes can leave `/sandbox/.openclaw/openclaw.json` empty if the write fails partway through. +When that happens, OpenClaw commands may report that the config is empty instead of showing a raw JSON parse error. + +Current NemoClaw sandboxes capture a known-good config baseline after a successful startup. +On the next sandbox startup, NemoClaw restores `openclaw.json` from OpenClaw's last-good copy when available, or from the NemoClaw baseline. +If the sandbox still cannot start or reports that no baseline is available, rebuild it from the host: + +```console +$ nemoclaw rebuild +``` + +### `openclaw channels add` or `remove` is blocked inside the sandbox + +This is expected. +The messaging channel list is frozen into the sandbox's container image when the image is built during `nemoclaw onboard` or `nemoclaw rebuild` (the selected channel names are passed to the `docker build` as `NEMOCLAW_MESSAGING_CHANNELS_B64` and written into agent config such as `/sandbox/.openclaw/openclaw.json` for OpenClaw or `/sandbox/.hermes/.env` for Hermes). +Changes made inside the running sandbox do not persist across rebuilds, so `openclaw channels` commands that mutate the config are intercepted. +NemoClaw's sandbox entrypoint installs a guard that intercepts `openclaw channels ` and prints an actionable error pointing at the host-side commands below, instead of letting the call fail deep in the binary with a raw `EACCES` trace. + +Run the equivalent host-side command instead: + +```console +$ nemoclaw channels list +$ nemoclaw channels add +$ nemoclaw channels remove +``` + +`channels add` registers credentials with the OpenShell gateway and `channels remove` clears them. +Both offer to rebuild the sandbox so the image reflects the new channel set. +In non-interactive mode (`NEMOCLAW_NON_INTERACTIVE=1`), the commands stage the change and leave the rebuild to a follow-up `nemoclaw rebuild`. +WeChat and WhatsApp are experimental. +Review Messaging Channels (use the `nemoclaw-user-manage-sandboxes` skill) before enabling them. + +WeChat captures its bot token through a host-side QR scan during `nemoclaw onboard` or `channels add wechat`. +You scan the iLink QR from WeChat on your phone and NemoClaw registers the captured token with the OpenShell gateway. + +WhatsApp pairs entirely inside the sandbox. +NemoClaw advertises WhatsApp for OpenClaw and Hermes sandboxes after you add the channel on the host. +Run `openclaw channels login --channel whatsapp` inside OpenClaw sandboxes, or run `hermes whatsapp` inside Hermes sandboxes. + +### `scripts/rcf_patch.py` is missing from the blueprint + +`scripts/rcf_patch.py` is intentionally absent from current NemoClaw blueprints. +Older QA plans used that helper for a Dockerfile "Patch-4" test that corrupted the build-time `replaceConfigFile` monkey-patch and expected `ERROR: Patch 4 (replaceConfigFile EACCES) not applied`. +The old Patch-4 fail-closed test no longer applies because NemoClaw no longer patches OpenClaw's compiled `replaceConfigFile` source at image build time. + +Current sandboxes use a mutable-default config model instead. +Before a reviewed host-side lockdown, `/sandbox/.openclaw/openclaw.json` is group-writable by the sandbox and gateway users, so OpenClaw config mutations should write normally rather than requiring an EACCES swallow. +After lockdown, runtime config mutations should fail cleanly or route users to the supported host-side NemoClaw command. + +To validate this area now, use the config lifecycle tests instead of looking for `rcf_patch.py`: + +```console +$ npm run build:cli +$ npm test -- test/repro-2681-group-writable.test.ts +``` + +### `openclaw config set` or `unset` is blocked inside the sandbox + +This is expected. +NemoClaw builds the sandbox's OpenClaw configuration (`/sandbox/.openclaw/openclaw.json`) from host-side onboarding, rebuild, inference, policy, and messaging inputs. +Fresh sandboxes keep that file writable by default so the agent can manage runtime state, but direct in-sandbox edits are not the supported or durable path for NemoClaw-managed settings. +NemoClaw's sandbox entrypoint installs a guard that intercepts `openclaw config set` and `openclaw config unset` and prints an actionable error, because changes made inside the running sandbox do not persist across rebuilds. + +For most configuration changes, exit the sandbox and rerun onboarding: + +```console +$ nemoclaw onboard +``` + +If NemoClaw reports a resumable failed onboarding session, run `nemoclaw onboard --resume` instead. +This rebuilds the sandbox with your updated settings. + +For advanced live edits, use the host-side config command instead of running `openclaw config set` inside the sandbox: + +```console +$ nemoclaw config set --key --value '' --restart +``` + +Host-side `config set` validates any HTTP or HTTPS URLs in the new value, including URLs nested inside JSON objects or arrays. NemoClaw rejects loopback, private, reserved, and internal hosts; DNS names must resolve successfully and must not resolve to private/internal addresses. HTTP URLs are written with the validated IP address pinned to reduce DNS-rebinding risk. Avoid putting credentials in config values; rotate provider credentials with the credential-management commands instead. + +### `openclaw doctor --fix` cannot repair Discord channel config inside the sandbox + +This is expected in NemoClaw-managed sandboxes. +NemoClaw bakes channel entries into `/sandbox/.openclaw/openclaw.json` at image build time. + +As a result, commands that try to rewrite the baked config from inside the sandbox, including `openclaw doctor --fix`, cannot repair Discord, Telegram, or Slack channel entries in place. + +If your Discord channel config is wrong, rerun onboarding so NemoClaw rebuilds the sandbox image with the correct messaging selection. +Do not treat a failed `doctor --fix` run as proof that the Discord gateway path itself is broken. + +If `openclaw doctor` reports that it moved Telegram single-account values under `channels.telegram.accounts.default`, rerun onboarding and rebuild the sandbox rather than trying to patch `openclaw.json` in place. +Current NemoClaw rebuilds bake Telegram in the account-based layout and set Telegram group chats to `groupPolicy: open`, which avoids the empty `groupAllowFrom` warning path for default group-chat access. + +### Discord bot logs in, but the channel still does not work + +Separate the problem into two parts: + +1. Baked config and provider wiring + + Check that onboarding selected Discord and that the sandbox was created with the Discord messaging provider attached. + If Discord was skipped during onboarding, rerun onboarding and select Discord again. + +1. Native Discord gateway path + + Successful login alone does not prove that Discord works end to end. + Discord also needs a working gateway connection to `gateway.discord.gg`. + If logs show errors such as `getaddrinfo EAI_AGAIN gateway.discord.gg`, repeated reconnect loops, or a `400` response while probing the gateway path, the problem is usually in the native gateway/proxy path rather than in the baked config. + +Common signs of a native gateway-path failure: + +- REST calls to `discord.com` succeed, but the Discord channel never becomes healthy +- `gateway.discord.gg` fails with DNS resolution errors +- the WebSocket path returns `400` instead of opening a tunnel +- native command deployment fails even though the bot token itself is valid + +In that case: + +- keep the Discord policy preset applied +- verify the sandbox was created with the Discord provider attached +- inspect gateway logs and blocked requests with `openshell term` +- treat the failure as a native Discord gateway problem, not as a bridge startup problem + +### Discord preset validation behind a proxy + +The built-in Discord policy preset intentionally allows the Node binaries used by the messaging runtime and does not allow `curl`. +As a result, `curl -s https://discord.com` failing, hanging, or printing no output is not proof that the Discord preset is broken. + +Behind the OpenShell proxy, direct DNS-only checks can also be the wrong signal. +For example, `dns.resolve("gateway.discord.gg")` can fail even when HTTPS requests routed through the proxy are healthy. + +Use Node HTTPS as the manual REST probe: + +```console +$ node - <<'NODE' +const https = require("node:https"); + +https + .get("https://discord.com/api/v10/gateway", (res) => { + console.log(`${res.statusCode} ${res.statusMessage || ""}`.trim()); + res.resume(); + }) + .on("error", (err) => { + console.error(err.message); + process.exitCode = 1; + }); +NODE +``` + +To check Discord CDN egress, use the same Node HTTPS path: + +```console +$ node - <<'NODE' +const https = require("node:https"); + +https + .get("https://cdn.discordapp.com/", (res) => { + console.log(`${res.statusCode} ${res.statusMessage || ""}`.trim()); + res.resume(); + }) + .on("error", (err) => { + console.error(err.message); + process.exitCode = 1; + }); +NODE +``` + +Any HTTP status from these probes means the Node process reached the endpoint; the exact status can vary by unauthenticated path. +If the Node REST probe works but the Discord channel is still unhealthy, investigate the native gateway path instead of widening the preset. +Check the gateway logs and blocked-request output with `openshell term`, and look for `gateway.discord.gg` connection or WebSocket upgrade failures. + +### Messaging bridge appears running but no messages arrive + +Bot tokens for Telegram (`getUpdates`), Discord (gateway), and Slack (Socket Mode) only allow one active consumer per token. If two NemoClaw sandboxes are configured with the same bot token, each one kicks the other off its polling connection and neither delivers messages. `nemoclaw status` still reports the bridge as running because the gateway process itself is alive. + +For Telegram group chats, first check BotFather privacy mode. +New Telegram bots default to privacy mode enabled, which prevents group messages from reaching `getUpdates` even when the user mentions the bot. +In @BotFather, run `/setprivacy`, choose the bot, and choose **Disable**. +Then remove the bot from the affected group and add it back; Telegram applies the privacy-mode change to group delivery only after the bot rejoins. + +To diagnose, open a shell in the sandbox and inspect the gateway log: + +```console +$ nemoclaw connect +$ tail -f /tmp/gateway.log +``` + +A repeating line like the following confirms the conflict: + +```text +[telegram] getUpdates conflict: 409: Conflict: terminated by other getUpdates request; retrying in 30s. +``` + +To fix, run `nemoclaw destroy` on whichever sandbox should stop polling, or rerun onboarding on it with the channel disabled. Current NemoClaw warns at `nemoclaw onboard` time when another sandbox already has the same channel enabled, but sandboxes created before that check was added may still be in a conflict loop. + +### Landlock filesystem restrictions silently degraded + +After sandbox creation, NemoClaw checks whether the host kernel supports Landlock (Linux 5.13+). +If the kernel is too old or you are running on macOS (where the Docker VM kernel may lack Landlock), a warning prints: + +```text +⚠ Landlock: Docker VM kernel does not support Landlock (requires ≥5.13). + Sandbox filesystem restrictions will silently degrade (best_effort mode). +``` + +This warning is informational and does not block sandbox creation. +The sandbox runs without kernel-level filesystem restrictions, relying on container mount configuration instead. +For full filesystem enforcement, run on a Linux kernel 5.13 or later (Ubuntu 22.04 LTS and later include Landlock support). + +### Sandbox lost after gateway restart + +Sandboxes created with OpenShell versions older than 0.0.24 can become unreachable after a gateway restart because SSH secrets were not persisted. +Running `nemoclaw onboard` automatically upgrades OpenShell to 0.0.24 or later during the preflight check. +After the upgrade, recreate the sandbox with `nemoclaw onboard`. + +### Agent cannot reach external hosts through a proxy + +NemoClaw uses a default proxy address of `10.200.0.1:3128` (the OpenShell-injected gateway). +If your environment uses a different proxy, set `NEMOCLAW_PROXY_HOST` and `NEMOCLAW_PROXY_PORT` before onboarding: + +```console +$ export NEMOCLAW_PROXY_HOST=proxy.example.com +$ export NEMOCLAW_PROXY_PORT=8080 +$ nemoclaw onboard +``` + +These are build-time settings baked into the sandbox image. +Changing them after onboarding requires re-running `nemoclaw onboard` to rebuild the image. + +When `HTTP_PROXY` or `HTTPS_PROXY` is set on the host, NemoClaw adds `localhost` and `127.0.0.1` to `NO_PROXY` for managed subprocesses. +This keeps local Ollama health checks and model pulls from being routed through a corporate or desktop proxy while preserving the proxy for external hosts. + +### Agent cannot reach a host-side HTTP service + +When a sandbox needs to call an HTTP service running on the host, use the normal OpenShell network policy path. +Expose the service on a host IP address that the OpenShell gateway can reach, create a custom NemoClaw policy preset for that IP and port, and apply it with `nemoclaw policy-add --from-file`. +The sandbox request then flows through the OpenShell proxy while NemoClaw preserves the existing live policy entries. + +Do not rely on `host.docker.internal` or `host.openshell.internal` as a general-purpose host-service path. +Those names may appear in the sandbox's `/etc/hosts`, but in OpenShell's sandbox network they are not guaranteed to point at a reachable host gateway. +Bypassing the proxy with `--noproxy '*'` also bypasses network policy enforcement and audit. + +First, make sure the host-side service listens on a non-loopback address. +For example, a health endpoint on port `50001` should be reachable from the host IP, not only from `127.0.0.1`: + +```console +$ curl -s http://10.0.0.5:50001/health +{"status":"ok"} +``` + +Then create a custom NemoClaw preset for the host-side service. +Replace `10.0.0.5`, `50001`, paths, methods, and binaries with the service you want the sandbox to reach: + +```yaml +preset: + name: host-memory-api + description: "Host memory API" +network_policies: + host_memory_api: + name: host_memory_api + endpoints: + - host: 10.0.0.5 + port: 50001 + protocol: rest + enforcement: enforce + rules: + - allow: { method: GET, path: "/health" } + binaries: + - { path: /usr/bin/curl } +``` + +Apply the preset to the running sandbox with the NemoClaw CLI: + +```console +$ nemoclaw my-assistant policy-add --from-file ./host-memory-api.yaml +``` + +After you apply the policy, retry the request from inside the sandbox without disabling the proxy: + +```console +$ curl -s http://10.0.0.5:50001/health +{"status":"ok"} +``` + +If the request is still denied, check the blocked request in `openshell term`. +The policy `binaries` list must include the executable path that actually made the request. +If the response changes from `policy_denied` to `upstream_unreachable`, the policy matched, but the OpenShell gateway could not reach the host IP and port. + +### Agent cannot reach an external host + +OpenShell blocks outbound connections to hosts not listed in the network policy. +Open the TUI to see blocked requests and approve them: + +```console +$ openshell term +``` + +To permanently allow an endpoint, add it to the network policy. +Refer to Customize the Network Policy (use the `nemoclaw-user-manage-policy` skill) for details. + +### Dashboard not reachable after setting a custom port + +If you ran `nemoclaw onboard` with a custom dashboard port and onboarding completed +but the dashboard URL is unreachable (browser shows connection refused or the page fails +to load), the sandbox was most likely created with an older NemoClaw version that did not +pass the dashboard port into the sandbox at startup. The gateway inside the sandbox +continued listening on the default port 18789 while the SSH tunnel forwarded the custom +port — leaving nothing at the other end of the tunnel. + +Re-run onboarding on the current NemoClaw release with the desired port. Current versions +derive the dashboard port from `CHAT_UI_URL` automatically and inject it into the sandbox: + +```console +$ CHAT_UI_URL=http://127.0.0.1:19000 nemoclaw onboard +``` + +If you need to run multiple sandboxes at different ports at the same time, see +[Running multiple sandboxes simultaneously](#running-multiple-sandboxes-simultaneously). + +### Ollama auth proxy did not start + +NemoClaw keeps Ollama bound to `127.0.0.1:11434` and starts a token-gated +reverse proxy on `0.0.0.0:11435` so the sandbox can reach Ollama without +exposing it to the local network. +If the proxy fails to start, onboarding exits before configuring inference. + +Check whether the proxy port is occupied by another process: + +```console +$ sudo lsof -i :11435 +``` + +Stop the conflicting process and re-run `nemoclaw onboard`. +The wizard cleans up stale proxy processes from previous runs automatically, +so most failures resolve by retrying. + +The proxy token is persisted to `~/.nemoclaw/ollama-proxy-token` with `0600` +permissions. +If the file is missing or unreadable after a host reboot, re-running +`nemoclaw onboard` regenerates it. + +### Ollama auth proxy is unreachable from the sandbox + +On native Linux Docker-driver hosts, a host firewall can allow the host proxy check but block sandbox traffic to the Ollama auth proxy. +When that happens, onboarding exits before it saves the inference route and prints output like: + +```text +✗ Sandbox containers cannot reach the Ollama auth proxy at host.openshell.internal:11435. + A host firewall may be blocking traffic from the OpenShell Docker bridge. +``` + +Apply the `ufw` command printed by onboarding, then rerun onboarding. +If the message does not include a subnet, derive it from the OpenShell Docker network: + +```console +$ SUBNET=$(docker network inspect openshell-docker --format '{{(index .IPAM.Config 0).Subnet}}') +$ sudo ufw allow from "$SUBNET" to any port 11435 proto tcp +$ nemoclaw onboard +``` + +Docker Desktop, WSL, and hosts without the OpenShell Docker network use different routing models. +In those cases NemoClaw treats an unavailable sandbox-side probe as non-blocking and relies on the regular proxy health check. + +### `host.docker.internal` does not reliably reach the host from the sandbox + +Configuring an inference provider with a base URL like +`http://host.docker.internal:11434/v1` does not reliably reach a host Ollama +service from inside the OpenShell sandbox. +OpenShell runs sandboxes inside a k3s network, where `host.docker.internal` is +not a portable host-service route. Depending on the platform, it may fail DNS +resolution or resolve to an internal gateway/bridge address where the host's +port `11434` is not forwarded. The sandbox then sees a DNS failure or +`connection refused`: + +```console +$ getent hosts host.docker.internal +172.17.0.1 host.docker.internal host.openshell.internal +$ no_proxy=host.docker.internal curl -v http://host.docker.internal:11434/api/tags +* connect to 172.17.0.1 port 11434 failed: Connection refused +``` + +For local Ollama, use the auth-proxy URL that NemoClaw's "Local Ollama" onboard +option configures automatically: + +```text +http://host.openshell.internal:11435/v1 +``` + +`host.openshell.internal` resolves to the same gateway IP, and the +[token-gated Ollama auth proxy](#ollama-auth-proxy-did-not-start) binds port +`11435` there and forwards requests to `127.0.0.1:11434` on the host. +If you need a different host service exposed to the sandbox, route it through +the OpenShell gateway rather than relying on `host.docker.internal`. +See issue [#3136](https://github.com/NVIDIA/NemoClaw/issues/3136). + +### Local inference health check resolves to IPv6 + +Local inference health checks now use `127.0.0.1` instead of `localhost`. +On systems where `localhost` resolves to `::1` first, older NemoClaw releases +could probe the wrong address and report the local backend as unreachable +even when it was running. +If you see this on a current NemoClaw release, verify that the local backend +binds an IPv4 address and not only `::1`. + +### Blueprint run failed + +View the error output for the failed blueprint run: + +```console +$ nemoclaw logs +``` + +Use `--follow` to stream logs in real time while debugging. + + + +## DGX Spark + +For an end-to-end Ollama walkthrough on DGX Spark, refer to the [NVIDIA Spark playbook](https://build.nvidia.com/spark/nemoclaw). + +### CoreDNS CrashLoop after onboarding + +If CoreDNS in the embedded k3s cluster crashes shortly after setup, it is usually because it resolves against `127.0.0.11`, which does not route inside the gateway container. +Run `fix-coredns.sh` to point CoreDNS at the container gateway IP instead, then recreate the sandbox. + +### `k3s` cannot find a freshly built image + +After building a new sandbox image, `k3s` inside the gateway container sometimes fails to pull it even though the image exists on the host. +Destroy and restart the gateway, then re-run setup. + +```console +$ openshell gateway destroy +$ openshell gateway start +``` + +### GPU passthrough on Spark + +GPU passthrough is not CI-tested on DGX Spark. +It is expected to work when you pass `--gpu` and the NVIDIA Container Toolkit is configured. +Verify the toolkit is configured by running `docker run --rm --runtime=nvidia --gpus all nvidia/cuda:12.8.0-base-ubuntu24.04 nvidia-smi` from the host. +If `nvidia-smi` works on the host but onboarding says GPU passthrough was not enabled, install or repair the NVIDIA Container Toolkit, then run `sudo nvidia-ctk runtime configure --runtime=docker && sudo systemctl restart docker`. +If a reusable gateway was previously started without GPU passthrough, NemoClaw replaces it automatically only when no other registered sandboxes depend on it, or when `--recreate-sandbox` is recreating the only registered sandbox with the same name. +When shared gateway cleanup would be unsafe, follow the targeted destroy or gateway-removal commands printed by onboarding. + +### `unresolvable CDI devices nvidia.com/gpu=all` during gateway start + +Recent NVIDIA Container Toolkit installs configure the Docker daemon for Container Device Interface (CDI) device injection, which OpenShell's `gateway start --gpu` then auto-selects. +If no `nvidia.com/gpu` CDI spec has been generated on the host yet, gateway start fails with `Docker responded with status code 500: CDI device injection failed: unresolvable CDI devices nvidia.com/gpu=all`. +The standard NemoClaw installer detects this gap before onboarding, first tries to enable the NVIDIA CDI refresh systemd units, and falls back to generating the spec directly with `nvidia-ctk`. +If you run `nemoclaw onboard` directly, preflight prints the manual remediation instead. +The native Linux fix is the same on Docker hosts whose `docker info` advertises a non-empty `CDISpecDirs`. +On WSL with Docker Desktop, Docker may advertise CDI directories even though `--device nvidia.com/gpu=all` is not usable from the WSL distro. +For that runtime, NemoClaw skips Linux CDI repair and uses Docker's `--gpus` compatibility path for sandbox GPU access. +This compatibility path can be retired once Docker Desktop exposes usable `nvidia.com/gpu` CDI specs inside WSL, or once OpenShell no longer requires host-visible CDI specs for Docker Desktop WSL GPU passthrough. + +Enable the refresh units, verify they list `nvidia.com/gpu` entries, then rerun onboarding: + +```console +$ sudo systemctl enable --now nvidia-cdi-refresh.path nvidia-cdi-refresh.service +$ nvidia-ctk cdi list +$ nemoclaw onboard +``` + +If the refresh units are unavailable or do not generate CDI devices, generate the spec directly: + +```console +$ sudo mkdir -p /etc/cdi +$ sudo nvidia-ctk cdi generate --output=/etc/cdi/nvidia.yaml +$ nvidia-ctk cdi list +``` + +On WSL with Docker Desktop, confirm Docker Desktop WSL integration is enabled for your distro and verify Docker GPU access from WSL: + +```console +$ docker run --rm --gpus all nvcr.io/nvidia/k8s/cuda-sample:nbody nbody -gpu -benchmark +``` + +If GPU passthrough is not required on this host, rerun onboarding with `--no-gpu` instead. + +### Docker GPU patch failed during sandbox create + +On Linux Docker-driver gateways, NemoClaw may create the sandbox first and then recreate the OpenShell-managed Docker container with NVIDIA GPU flags. +If that compatibility patch fails, onboarding leaves the failed sandbox and diagnostic bundle in place so you can inspect the OpenShell and Docker state. + +**Note:** + +Starting with NemoClaw v0.0.43, the standard installer handles the `/proc//task//comm` permission case during this patch path. +If an older release fails direct GPU proof with that path and `Permission denied`, upgrade NemoClaw and rerun onboarding. + +The output includes a cleanup command such as: + +```console +$ openshell sandbox delete +``` + +Fix the NVIDIA Container Toolkit or CDI configuration reported in the diagnostics, clean up the failed sandbox, then rerun onboarding. +If you do not need GPU access inside the sandbox, rerun with `--no-sandbox-gpu`. +Set `NEMOCLAW_DOCKER_GPU_PATCH=0` only when you need to bypass this compatibility path during troubleshooting. + +### `pip install` fails with a system-packages error + +Recent Ubuntu releases (including DGX Spark's Ubuntu 24.04) mark the system Python install as externally managed, so `pip install` without a virtual environment fails. +Use a venv instead. +Avoid `--break-system-packages` unless you understand the risk, since it can break host tooling. + +```console +$ python3 -m venv ~/.venvs/nemoclaw +$ source ~/.venvs/nemoclaw/bin/activate +$ pip install ... +``` + +### Port 3000 conflict with AI Workbench + +NVIDIA AI Workbench's Traefik proxy binds ports 3000 and 10000. +If you run other services on Spark that expect port 3000, bind them to a different port. + + + +## Windows Subsystem for Linux + +For environment setup steps, see Windows Prerequisites (use the `nemoclaw-user-get-started` skill). + +### `wsl --install --no-distribution` returns Forbidden (403) + +Check your network connectivity. +If you are behind a VPN, try reconnecting or switching to a different network. + +### `wsl -d Ubuntu` says "There is no distribution with the supplied name" + +The Ubuntu package was installed with `--no-launch` but never registered. +Run `ubuntu.exe install --root` from PowerShell to register it, or reinstall without `--no-launch`: + +```console +$ wsl --unregister Ubuntu +$ wsl --install -d Ubuntu +``` + +### `docker info` fails inside WSL + +Confirm that Docker Desktop is running and that WSL integration is enabled for Ubuntu (Settings > Resources > WSL integration). +Then restart WSL: + +```console +$ wsl --shutdown +$ wsl -d Ubuntu +$ docker info +``` + +### Windows-host Ollama is installed but not shown during onboarding + +When NemoClaw runs inside WSL, it checks both the Windows-host Ollama HTTP endpoint and the Windows `ollama.exe` process. +If Ollama is installed but the daemon is not reachable through `host.docker.internal:11434`, the wizard should still offer a start or restart action. + +If the Windows-host option does not appear, confirm that PowerShell interop is enabled in WSL and that Windows can locate Ollama: + +```console +$ powershell.exe -NoProfile -Command "Get-Process ollama -ErrorAction SilentlyContinue" +``` + +If the process is missing, start Ollama from Windows and rerun onboarding. +If the process exists but the endpoint is unreachable, use the restart action when the wizard offers it, or restart Ollama from Windows with `OLLAMA_HOST=0.0.0.0:11434`. + +### Ollama inference fails or hangs in WSL + +Ollama configures context length based on your hardware. +On some GPUs (for example RTX 3500), the default context length is not sufficient for OpenClaw. +Force a larger context length: + +```console +$ pkill -f 'ollama serve' +$ OLLAMA_CONTEXT_LENGTH=16384 ollama serve +``` + +Verify that Ollama inference works: + +```console +$ echo "Hello" | ollama run +``` + +Replace `` with the model you selected during onboarding (for example `qwen3.5:4b`). + +If `ollama serve` fails with `Error: listen tcp 127.0.0.1:11434: bind: address already in use`, check whether Ollama is configured for automatic startup: + +```console +$ sudo systemctl status ollama +``` + +If it is active, stop it first, then start with the custom context length: + +```console +$ sudo systemctl stop ollama +$ OLLAMA_CONTEXT_LENGTH=16384 ollama serve +``` + +For additional troubleshooting, see the Quickstart (use the `nemoclaw-user-get-started` skill) and Windows Setup (use the `nemoclaw-user-get-started` skill) pages. + +## Podman + +Podman is not a tested runtime. +OpenShell officially documents Docker-based runtimes only. +If you encounter issues with Podman, switch to a tested runtime (Docker Engine, Docker Desktop, or Colima) and rerun onboarding. + +## Brev + +For Brev setup instructions, refer to Brev Web UI (use the `nemoclaw-user-deploy-remote` skill). + +### Most OpenClaw skills show as blocked + +After deploying NemoClaw on Brev, the Skills page in the OpenClaw gateway dashboard shows most bundled skills with a `blocked` status. +Only three skills are available by default: `healthcheck`, `skill-creator`, and `weather`. + +Skills are blocked for one of three reasons. + +- The skill requires a macOS-only binary (`memo`, `remindctl`, `grizzly`, and similar) that is not available on the Linux (GCP) instance Brev provisions. +- The skill requires a CLI binary that is not pre-installed in the sandbox image, such as `gh` for the GitHub skill. +- The skill requires API credentials that have not been configured, such as a Notion API key or Discord bot token. + +Skills that require macOS-only binaries cannot be enabled on Brev. +Skills that require additional CLI binaries require a custom sandbox image rebuild. + +For credentials, use the supported host-side setup flow. +Re-run onboarding for inference or Brave Search credentials, or use `nemoclaw channels add ` for messaging channels. +To add a binary to the sandbox image, update the sandbox `Dockerfile.base` to install the required package, then rebuild: + +```console +$ nemoclaw rebuild +``` + +After the rebuild completes, return to the Skills page to confirm the skill status has changed from `blocked` to `ready`. + +### `openclaw config set` fails with a permission error on Brev + +When the sandbox config has been locked from the host, `openclaw.json` is owned by root and mounted read-only inside the sandbox. +Running `openclaw config set` inside the sandbox then returns: + +```text +EACCES: permission denied, open '/sandbox/.openclaw/openclaw.json' +``` + +In the default sandbox state, `openclaw.json` is writable by the sandbox user. +If you see this error, use the host-side config command instead: + +```console +$ nemoclaw config set --key --value '' --restart +``` + +Refer to [Commands](commands.md) for the full list of supported configuration keys. + +### OpenClaw dashboard is unreachable after extended uptime on Brev + +After leaving NemoClaw running for an extended period on Brev, the OpenClaw dashboard may return `ERR_CONNECTION_RESET` or fail to load in the browser. +The agent may still respond on messaging channels such as Telegram or Slack while the dashboard is unreachable. + +**Back up your workspace first:** + +Take a snapshot before running onboard to protect your workspace files. + +```console +$ nemoclaw snapshot create +``` + +Re-run onboarding to restore dashboard connectivity: + +```console +$ nemoclaw onboard +``` + +Depending on current sandbox state, onboarding may prompt before recreating resources. + +### Skill install buttons do not work on Brev + +Clicking **Install** on a skill in the OpenClaw gateway dashboard on Brev shows no response or fails silently. + +Skill installation runs against the sandbox environment. +Installing packages on the Brev host does not make them available inside the sandbox. +To install a skill dependency, add it to the sandbox image and rebuild: + +```console +$ nemoclaw rebuild +``` + +After the rebuild completes, return to the Skills page to confirm the skill is ready. From af2ba880d355e993d6ce7bd855dcbdf0d4ccfdb0 Mon Sep 17 00:00:00 2001 From: nvskills-svc-account Date: Thu, 28 May 2026 21:01:27 +0000 Subject: [PATCH 2/2] Attach NVSkills validation signatures Signed-off-by: nvskills-svc-account --- skills/nemoclaw-user-overview/BENCHMARK.md | 68 ++++++++++++++++++ skills/nemoclaw-user-overview/skill-card.md | 51 ++++++++++++++ skills/nemoclaw-user-overview/skill.oms.sig | 1 + skills/nemoclaw-user-reference/BENCHMARK.md | 72 ++++++++++++++++++++ skills/nemoclaw-user-reference/skill-card.md | 55 +++++++++++++++ skills/nemoclaw-user-reference/skill.oms.sig | 1 + 6 files changed, 248 insertions(+) create mode 100644 skills/nemoclaw-user-overview/BENCHMARK.md create mode 100644 skills/nemoclaw-user-overview/skill-card.md create mode 100644 skills/nemoclaw-user-overview/skill.oms.sig create mode 100644 skills/nemoclaw-user-reference/BENCHMARK.md create mode 100644 skills/nemoclaw-user-reference/skill-card.md create mode 100644 skills/nemoclaw-user-reference/skill.oms.sig diff --git a/skills/nemoclaw-user-overview/BENCHMARK.md b/skills/nemoclaw-user-overview/BENCHMARK.md new file mode 100644 index 00000000000..0fa60796881 --- /dev/null +++ b/skills/nemoclaw-user-overview/BENCHMARK.md @@ -0,0 +1,68 @@ +# Evaluation Report + +Evaluation of the `nemoclaw-user-overview` skill before publication through NVSkills-Eval. + +This benchmark summarizes 3-Tier Evaluation from NVSkills-Eval results for the skill. The goal is to document whether the skill is safe, discoverable, effective, and useful for agents before it is published for broader workflow use. + +## Evaluation Summary + +- Skill: `nemoclaw-user-overview` +- Evaluation date: 2026-05-28 +- NVSkills-Eval profile: `external` +- Overall verdict: FAIL +- Tier 3 live agent evaluation: not available in this report + +## Agents Used + +- Tier 3 agent details were not available in this report. + +## Metrics Used + +Reported benchmark dimensions: + +- Security: checks whether skill-assisted execution avoids unsafe behavior such as secret leakage, destructive commands, or unauthorized access. +- Correctness: checks whether the agent follows the expected workflow and produces the correct final output. +- Discoverability: checks whether the agent loads the skill when relevant and avoids using it when irrelevant. +- Effectiveness: checks whether the agent performs measurably better with the skill than without it. +- Efficiency: checks whether the agent uses fewer tokens and avoids redundant work. + +Underlying evaluation signals used in this run: + +- No Tier 3 evaluation signal details were available in this report. + +## Test Tasks + +Tier 3 evaluation task details were not available in this report. + +## Results + +Tier 3 dimension rollup was not available in this report. + +## Tier 1: Static Validation Summary + +Tier 1 validation passed with observations. NVSkills-Eval ran 9 checks and found 14 total findings. + +Top findings: + +- MEDIUM QUALITY/quality_correctness: Guide-only skill has very little content (13 lines) (`skills/nemoclaw-user-overview/SKILL.md`) +- MEDIUM QUALITY/quality_correctness: SKILL_SPEC recommended field missing: 'metadata.author' (`skills/nemoclaw-user-overview/SKILL.md`) +- MEDIUM QUALITY/quality_correctness: SKILL_SPEC recommended field missing: 'metadata.tags' (`skills/nemoclaw-user-overview/SKILL.md`) +- MEDIUM QUALITY/quality_efficiency: Deeply nested references in how-it-works.md (`skills/nemoclaw-user-overview/SKILL.md`) +- MEDIUM SCHEMA/body_recommended_section: Missing recommended section: '## Instructions' (`skills/nemoclaw-user-overview/SKILL.md`) + +## Tier 2: Deduplication Summary + +Tier 2 validation reported findings. NVSkills-Eval ran 2 checks and found 1 total findings. + +Top findings: + +- HIGH DUPLICATE/duplicate: Duplicate content found across SKILL.md and references/ecosystem.md and references/how-it-works.md and references/overview.md and references/release-notes.md: + "(preamble)" in SKILL.md (lines 1-3) + vs "(preamble)" in references/ecosystem.md (lines 1-2) + vs "(preamble)" in references/how-it-works.md (lines 1-2) + vs "(preamble)" in references/overview.md (lines 1-2) + vs "(preamble)" in references/release-notes.md (lines 1-2) (`SKILL.md:1`) + +## Publication Recommendation + +The skill should be reviewed before NVSkills-Eval publication. Skill owners should address the findings above and rerun NVSkills-Eval to refresh this benchmark. diff --git a/skills/nemoclaw-user-overview/skill-card.md b/skills/nemoclaw-user-overview/skill-card.md new file mode 100644 index 00000000000..fb8817c4c42 --- /dev/null +++ b/skills/nemoclaw-user-overview/skill-card.md @@ -0,0 +1,51 @@ +## Description:
+Explains how OpenClaw, OpenShell, and NemoClaw form the ecosystem, NemoClaw's position in the stack, what NemoClaw adds beyond the community sandbox, and when to prefer NemoClaw versus integrating OpenShell and OpenClaw directly.
+ +This skill is ready for commercial/non-commercial use.
+ +## Owner +NVIDIA
+ +### License/Terms of Use:
+Apache 2.0
+## Use Case:
+End users and developers evaluating or operating NemoClaw who need to understand the ecosystem relationships between OpenClaw, OpenShell, and NemoClaw, and when to prefer NemoClaw versus direct OpenShell integration.
+ +### Deployment Geography for Use:
+Global
+ +## Known Risks and Mitigations:
+Risk: Review before execution as proposals could introduce incorrect or misleading guidance into skills.
+Mitigation: Review and scan skill before deployment.
+ +## Reference(s):
+- [Ecosystem](references/ecosystem.md)
+- [How It Works](references/how-it-works.md)
+- [Overview](references/overview.md)
+- [Release Notes](references/release-notes.md)
+ + +## Skill Output:
+**Output Type(s):** [Informational guidance, Decision criteria]
+**Output Format:** [Markdown]
+**Output Parameters:** [1D]
+**Other Properties Related to Output:** [None]
+ +## Evaluation Metrics Used:
+Reported benchmark dimensions:
+- Security: Checks whether skill-assisted execution avoids unsafe behavior such as secret leakage, destructive commands, or unauthorized access.
+- Correctness: Checks whether the agent follows the expected workflow and produces the correct final output.
+- Discoverability: Checks whether the agent loads the skill when relevant and avoids using it when irrelevant.
+- Effectiveness: Checks whether the agent performs measurably better with the skill than without it.
+- Efficiency: Checks whether the agent uses fewer tokens and avoids redundant work.
+ + + +## Skill Version(s):
+0.0.53 (source: release notes, git tag)
+ +## Ethical Considerations:
+NVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications. When downloaded or used in accordance with our terms of service, developers should work with their internal team to ensure this skill meets requirements for the relevant industry and use case and addresses unforeseen product misuse.
+ +(For Release on NVIDIA Platforms Only)
+Please report quality, risk, security vulnerabilities or NVIDIA AI Concerns [here](https://app.intigriti.com/programs/nvidia/nvidiavdp/detail).
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\ No newline at end of file diff --git a/skills/nemoclaw-user-reference/BENCHMARK.md b/skills/nemoclaw-user-reference/BENCHMARK.md new file mode 100644 index 00000000000..7ae34549223 --- /dev/null +++ b/skills/nemoclaw-user-reference/BENCHMARK.md @@ -0,0 +1,72 @@ +# Evaluation Report + +Evaluation of the `nemoclaw-user-reference` skill before publication through NVSkills-Eval. + +This benchmark summarizes 3-Tier Evaluation from NVSkills-Eval results for the skill. The goal is to document whether the skill is safe, discoverable, effective, and useful for agents before it is published for broader workflow use. + +## Evaluation Summary + +- Skill: `nemoclaw-user-reference` +- Evaluation date: 2026-05-28 +- NVSkills-Eval profile: `external` +- Overall verdict: FAIL +- Tier 3 live agent evaluation: not available in this report + +## Agents Used + +- Tier 3 agent details were not available in this report. + +## Metrics Used + +Reported benchmark dimensions: + +- Security: checks whether skill-assisted execution avoids unsafe behavior such as secret leakage, destructive commands, or unauthorized access. +- Correctness: checks whether the agent follows the expected workflow and produces the correct final output. +- Discoverability: checks whether the agent loads the skill when relevant and avoids using it when irrelevant. +- Effectiveness: checks whether the agent performs measurably better with the skill than without it. +- Efficiency: checks whether the agent uses fewer tokens and avoids redundant work. + +Underlying evaluation signals used in this run: + +- No Tier 3 evaluation signal details were available in this report. + +## Test Tasks + +Tier 3 evaluation task details were not available in this report. + +## Results + +Tier 3 dimension rollup was not available in this report. + +## Tier 1: Static Validation Summary + +Tier 1 validation passed with observations. NVSkills-Eval ran 9 checks and found 14 total findings. + +Top findings: + +- MEDIUM PII/ip_addresses: Non-RFC1918 IP address (`references/troubleshooting.md:137`) +- MEDIUM QUALITY/quality_correctness: Guide-only skill has very little content (14 lines) (`skills/nemoclaw-user-reference/SKILL.md`) +- MEDIUM QUALITY/quality_correctness: SKILL_SPEC recommended field missing: 'metadata.author' (`skills/nemoclaw-user-reference/SKILL.md`) +- MEDIUM QUALITY/quality_correctness: SKILL_SPEC recommended field missing: 'metadata.tags' (`skills/nemoclaw-user-reference/SKILL.md`) +- MEDIUM QUALITY/quality_efficiency: Deeply nested references in troubleshooting.md (`skills/nemoclaw-user-reference/SKILL.md`) + +## Tier 2: Deduplication Summary + +Tier 2 validation reported findings. NVSkills-Eval ran 2 checks and found 2 total findings. + +Top findings: + +- HIGH DUPLICATE/duplicate: Duplicate content found across SKILL.md and references/architecture.md and references/cli-selection-guide.md and references/commands.md and references/network-policies.md and references/troubleshooting.md: + "(preamble)" in SKILL.md (lines 1-3) + vs "(preamble)" in references/architecture.md (lines 1-2) + vs "(preamble)" in references/cli-selection-guide.md (lines 1-2) + vs "(preamble)" in references/commands.md (lines 1-2) + vs "(preamble)" in references/network-policies.md (lines 1-2) + vs "(preamble)" in references/troubleshooting.md (lines 1-2) (`SKILL.md:1`) +- HIGH DUPLICATE/duplicate: Duplicate content found within references/commands.md: + "### Onboarding Configuration" in references/commands.md (lines 1235-1236) + vs "### Onboarding Behavior Flags" in references/commands.md (lines 1278-1278) (`references/commands.md:1235`) + +## Publication Recommendation + +The skill should be reviewed before NVSkills-Eval publication. Skill owners should address the findings above and rerun NVSkills-Eval to refresh this benchmark. diff --git a/skills/nemoclaw-user-reference/skill-card.md b/skills/nemoclaw-user-reference/skill-card.md new file mode 100644 index 00000000000..f8c68840860 --- /dev/null +++ b/skills/nemoclaw-user-reference/skill-card.md @@ -0,0 +1,55 @@ +## Description:
+Describes the NemoClaw plugin and blueprint architecture and how they orchestrate the OpenClaw sandbox.
+ +This skill is ready for commercial/non-commercial use.
+ +## Owner +NVIDIA
+ +### License/Terms of Use:
+Apache 2.0
+## Use Case:
+Developers and operators who need to understand NemoClaw architecture, look up CLI commands, configure network policies, or troubleshoot sandbox issues.
+ +### Deployment Geography for Use:
+Global
+ +## Known Risks and Mitigations:
+Risk: Review before execution as proposals could introduce incorrect or misleading guidance into skills.
+Mitigation: Review and scan skill before deployment.
+ +## Reference(s):
+- [Architecture Details](references/architecture.md)
+- [CLI Selection Guide](references/cli-selection-guide.md)
+- [NemoClaw CLI Commands Reference](references/commands.md)
+- [Network Policies](references/network-policies.md)
+- [Troubleshooting](references/troubleshooting.md)
+ + +## Skill Output:
+**Output Type(s):** [Analysis, Configuration instructions, Shell commands]
+**Output Format:** [Markdown with inline bash code blocks]
+**Output Parameters:** [1D]
+**Other Properties Related to Output:** [None]
+ +## Evaluation Tasks:
+NVSkills-Eval 3-tier evaluation with external profile. Tier 1 static validation (9 checks, 14 findings). Tier 2 deduplication analysis (2 checks, 2 findings). Tier 3 live agent evaluation not available in this report.
+ +## Evaluation Metrics Used:
+Reported benchmark dimensions:
+- Security: Checks whether skill-assisted execution avoids unsafe behavior such as secret leakage, destructive commands, or unauthorized access.
+- Correctness: Checks whether the agent follows the expected workflow and produces the correct final output.
+- Discoverability: Checks whether the agent loads the skill when relevant and avoids using it when irrelevant.
+- Effectiveness: Checks whether the agent performs measurably better with the skill than without it.
+- Efficiency: Checks whether the agent uses fewer tokens and avoids redundant work.
+ + + +## Skill Version(s):
+0.1.0 (source: package.json)
+ +## Ethical Considerations:
+NVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications. When downloaded or used in accordance with our terms of service, developers should work with their internal team to ensure this skill meets requirements for the relevant industry and use case and addresses unforeseen product misuse.
+ +(For Release on NVIDIA Platforms Only)
+Please report quality, risk, security vulnerabilities or NVIDIA AI Concerns [here](https://app.intigriti.com/programs/nvidia/nvidiavdp/detail).
diff --git a/skills/nemoclaw-user-reference/skill.oms.sig b/skills/nemoclaw-user-reference/skill.oms.sig new file mode 100644 index 00000000000..e5e3cc3442a --- /dev/null +++ b/skills/nemoclaw-user-reference/skill.oms.sig @@ -0,0 +1 @@ +{"mediaType":"application/vnd.dev.sigstore.bundle.v0.3+json","verificationMaterial":{"x509CertificateChain":{"certificates":[{"rawBytes":"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"},{"rawBytes":"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"},{"rawBytes":"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"}]},"tlogEntries":[]},"dsseEnvelope":{"payload":"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\ No newline at end of file