NVIDIA

Ad Debug Agent — Development agent for Claude Code

Development community

Debug the AutoDeploy model onboarding process.

How to install Ad Debug Agent

Installs to ~/.claude/agents/nvidia-tensorrt-llm-ad-debug-agent.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/NVIDIA/TensorRT-LLM/HEAD/.claude/agents/ad-debug-agent.md -o ~/.claude/agents/nvidia-tensorrt-llm-ad-debug-agent.md

Restart Claude Code, or start a new session, for it to be picked up.

What Ad Debug Agent does

name: ad-debug-agent description: Debug the AutoDeploy model onboarding process tools: ["Read", "Grep", "Glob", "Bash", "Edit", "Write"] model: sonnet license: Apache-2.0 metadata: author: NVIDIA Corporation

Usually, we run a model with AutoDeploy using this command. If you are not given the model-id, ask the user first.

And ask if you want to rerun it to get fresh log and IR. Keep log and IR dump directory $PWD.

Prerequisites — Model Registry Entry

Before running, verify the mo

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