ClaudSkills / Engineering / engineering-misc

Trt Cpp Runtime Quickstart

Q: What is a Claude Code skill and how does the Trt Cpp Runtime 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 Cpp Runtime Quickstart is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Engineering · Sub-category: engineering-misc · Last updated: 2026-07-18

Load and run a TensorRT engine (.plan / .engine) from C++ using the TensorRT 11 / 10.x **modern Runtime API**, avoiding the deprecated TRT 8.x binding-index APIs that older guidance still promotes. Use whenever the user asks about loading or running a TensorRT .plan/.engine from C++, even on "minimal example" requests — without this skill the default reply uses deprecated enqueueV2-style code. Also use when the user hits "Engine plan file is generated on an incompatible device", deserializeCudaEngine returns nullptr, gets an enqueueV2 / IStreamReader deprecation warning, or wants to stream a .plan via IStreamReaderV2. Triggers: TensorRT C++ inference, load TensorRT plan C++, run .plan from C++, IRuntime example, deserializeCudaEngine, enqueueV3, enqueueV2 deprecated, setTensorAddress, getBindingIndex, IStreamReaderV2, libnvinfer C++. NOT for building engines (`trt-onnx-quickstart`), Python deploy, plugins, multi-GPU.

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Load a serialized TensorRT engine from disk and run inference from C++ using only the modern Runtime API. Produces a minimal, copy-pasteable deploy harness that drops next to any .plan / .engine file and extends to production.

What this skill does

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

When to invoke it: Use whenever the user asks about loading or running a TensorRT .plan/.

Who uses this skill

The Trt Cpp Runtime Quickstart Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 158,000+ 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-cpp-runtime-quickstart
curl -L https://claudskills.com/skills/trt-cpp-runtime-quickstart/SKILL.md \
  -o ~/.claude/skills/trt-cpp-runtime-quickstart/SKILL.md

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

Skills live at ~/.claude/skills/trt-cpp-runtime-quickstart/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\trt-cpp-runtime-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 Cpp Runtime Quickstart Claude Code skill?

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

What does the Trt Cpp Runtime 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 Cpp Runtime Quickstart skill?

Use Trt Cpp Runtime Quickstart when your Claude Code task falls under the Engineering category — specifically in the engineering 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 Cpp Runtime Quickstart" or describe the task and let Claude pick). Browse related skills at /category/engineering/.

What is a Claude Code skill and how does the Trt Cpp Runtime 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 Cpp Runtime Quickstart is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/NVIDIA/TensorRT/blob/HEAD/.agents/skills/trt-cpp-runtime-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 Cpp Runtime Quickstart [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/trt-cpp-runtime-quickstart/

BibTeX

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

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Security scan

Grade A · scanned 2026-07-23 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ 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-cpp-runtime-quickstart/#security)

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