kernel-cute-specialist
Subagent "kernel-cute-specialist" from NVIDIA/TensorRT-LLM: Expert in writing optimized GPU kernels using CuTe DSL for NVIDIA GPUs (Ampere through Blackwell).
Template by NVIDIA
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Works with Claude Code. Read the repository before you give any tool access to your data.
curl -fsSL https://raw.githubusercontent.com/NVIDIA/TensorRT-LLM/main/.claude/agents/kernel-cute-specialist.md -o kernel-cute-specialist.md
Read it and adapt it to your project before use.
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About
Use cases: code-generation
Reviews
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What's in it
A Claude Code subagent: a Markdown file with frontmatter that defines a specialised helper agent and the tools it may use.
- For
- Claude Code
- Length
- 186 lines
- File
.claude/agents/kernel-cute-specialist.md- name
- kernel-cute-specialist
- description
- Expert in writing optimized GPU kernels using CuTe DSL for NVIDIA GPUs (Ampere through Blackwell). This is the CuTe DSL specialist -- NOT Triton. CuTe DSL uses cute.jit/cute.kernel decorators and cutlass.cute imports; Triton uses triton.jit and tl.* primitives -- they are completely different frameworks. Delegate to this agent for: (1) Writing CuTe DSL kernels from CUTLASS examples or element-wise patterns, (2) Writing CuTe DSL kernels from scratch when no example fits, (3) Lowering PyTorch oper
Sections
- CuTe DSL is NOT Triton
- Kernel Writing Strategy
- Coverage Guide
- Best Practices
- Benchmarking
- Safe Modification Workflow
The repository's license isn't open source, so the text isn't shown here. Read it on GitHub.
Signals
- Stars
- 14,937
- Forks
- 2,862
- Open issues
- 679
- Last commit (this folder)
- Oct 19, 2026 (11 days ago)
- Last release
- Apr 20, 2026 (6 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- NOASSERTION
- Repository
- github.com/NVIDIA/TensorRT-LLM
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
kernel-cute-specialist. Agent Mart. https://agentmart.dev/templates/nvidia-tensorrt-llm-kernel-cute-specialist (last updated 2026-10-24)