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nemoclaw-debug-inference-path

Diagnose NemoClaw gateway versus embedded inference routing on Jetson Orin.

26|9|Updated Mar 21, 2026
Search Tags:#diagnostics#embedded#gateway#openclaw#nemoclaw#inference-timeout
One-click install
npx skills add https://github.com/jetsonhacks/NemoClaw-Orin --skill nemoclaw-debug-inference-path
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: nemoclaw-debug-inference-path
Source: https://github.com/jetsonhacks/NemoClaw-Orin/tree/main/.agents/skills/nemoclaw-debug-inference-path
Command: npx skills add https://github.com/jetsonhacks/NemoClaw-Orin --skill nemoclaw-debug-inference-path

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Diagnoses gateway-versus-embedded inference routing issues in NemoClaw for Jetson Orin deployments.

Core Features & Use Cases

  • Detects when the OpenShell gateway path is misrouted or times out and whether embedded fallback is active.
  • Guides validation steps using common probes like openshell inference get and gateway-inference tests, with actionable remediation suggestions.
  • Helps distinguish healthy gateway inferences from pairing-induced embedded fallbacks and latency-related issues in onboard/recovery scenarios.

Quick Start

Run the provided diagnostics steps to verify gateway inference routing and detect embedded fallback in NemoClaw.

Frequently Asked Questions about nemoclaw-debug-inference-path

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

FAQPage Schema
Why does OpenShell inference time out on my Jetson Orin deployment?▼

Gateway-versus-embedded inference routing issues occur when the NemoClaw gateway path is misrouted or drops. Diagnostics distinguish healthy gateway inferences from pairing-induced embedded fallbacks or latency-related disruptions in onboard or recovery scenarios.

How do I diagnose NemoClaw gateway versus embedded inference routing?▼

Run validation probes like openshell inference get and gateway-inference tests to verify NemoClaw routing. These checks detect misrouted paths, confirm embedded fallback status, and provide actionable remediation to recover the correct gateway path.

What causes NemoClaw to fall back to embedded inference instead of using the gateway?▼

Pairing-induced embedded fallbacks happen when onboard or recovery processes disturb the inference path. Diagnostics identify whether latency issues or misconfigured routing trigger the embedded fallback instead of the gateway.

How do I fix a NemoClaw web UI that returns no content during inference?▼

A NemoClaw web UI returning no content indicates a broken gateway inference path. Diagnostics specify required checks to verify routing and provide remediation steps to recover the correct gateway connection.

Can I use NemoClaw diagnostics to verify gateway inference on Jetson Orin?▼

Yes, NemoClaw diagnostics apply to Jetson Orin deployments to verify gateway inference routing. They detect misrouted paths, validate whether embedded fallback is active, and guide remediation to restore gateway connectivity.

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