Trt Torch Quickstart

Q: What is a Claude Code skill and how does the Trt Torch Quickstart skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Trt Torch Quickstart is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: general-misc · Last updated: 2026-07-18

Compile a PyTorch model to a TensorRT engine via Torch-TensorRT — AOT or JIT — under the new strong-typing default. Use when the user compiles PyTorch to TensorRT without ONNX, hits "enabled_precisions should not be used when use_explicit_typing=True", sees Dynamo graph breaks or PyTorch fallback, debugs ABI errors at import torch_tensorrt, or needs the compatible torch / torch_tensorrt / tensorrt-cu13 version pins for TensorRT 11. Triggers: torch_tensorrt, torch_tensorrt.dynamo.compile, torch.compile backend torch_tensorrt, pytorch to tensorrt, ExportedProgram, Dynamo graph break, use_explicit_typing, enabled_precisions, torch_tensorrt.Input, min_block_size, truncate_double, tensorrt-cu13, version pinning, version compatibility. Adjacent skills: `trt-onnx-quickstart`, `trt-cpp-runtime-quickstart`. LLM token generation belongs in TensorRT-LLM.

Security AStatic scan found no risk patternsHow grading works ›

About this skill (catalog notes)

Trt Torch Quickstart includes a dedicated installation section; pricing or quota commentary; 11 code blocks for direct copy-paste. At roughly 1,872 words the SKILL.md is on the longer end of the catalog distribution.

Source: developer.nvidia.com/tensorrt
License: Apache-2.0
Original author: NVIDIA
Indexed lastmod: 2026-07-18
Catalog position: General · general-misc
Indexed related skills: 10

How Trt Torch Quickstart fits the catalog

Trt Torch Quickstart sits in the General category under the general-misc sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Convert a PyTorch nn.Module to a TensorRT engine using torch_tensorrt (the [Torch-TensorRT](https://github.com/pytorch/TensorRT) frontend). Covers the AOT path (for production and C++ deploy) and the JIT path (for Python-only inference).

What this skill does

Trt Torch Quickstart is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/trt-torch-quickstart/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the user compiles PyTorch to TensorRT without ONNX, hits "enabled_precisions should not be used when use_explicit_typing=True", sees Dynamo graph breaks or PyTorch fallback, debugs ABI errors at import torch_tensorrt, or needs the compatible torch / torch_tensorrt / tensorrt-cu13 version pins for TensorRT 11. Triggers: torch_tensorrt, torch_tensorrt.

Who uses this skill

The Trt Torch Quickstart Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 174,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/trt-torch-quickstart
curl -L https://claudskills.com/skills/trt-torch-quickstart/SKILL.md \
  -o ~/.claude/skills/trt-torch-quickstart/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/trt-torch-quickstart/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/trt-torch-quickstart/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\trt-torch-quickstart\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Trt Torch Quickstart Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/trt-torch-quickstart/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Trt Torch Quickstart skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Trt Torch Quickstart skill?

Use Trt Torch Quickstart when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Trt Torch Quickstart" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Trt Torch Quickstart skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Trt Torch Quickstart is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/NVIDIA/TensorRT/blob/HEAD/.agents/skills/trt-torch-quickstart/SKILL.md
License: Apache-2.0
Author: NVIDIA
Website: https://developer.nvidia.com/tensorrt

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

NVIDIA. (2026). Trt Torch Quickstart [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/trt-torch-quickstart/

BibTeX

@misc{trt-torch-quickstart-2026,
  author    = {NVIDIA},
  title     = {Trt Torch Quickstart [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/trt-torch-quickstart/}
}

Embed this skill

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Badge

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Security scan

Grade A · scanned 2026-08-02 — free static scan against the OWASP Agentic Skills Top 10.

The scan flagged 1 of 10 categories (execution), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
⚠ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/trt-torch-quickstart/#security)

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