kernel-triton-specialist
Subagent "kernel-triton-specialist" from NVIDIA/TensorRT-LLM: Expert in writing optimized Triton kernels for PyTorch operators.
Template by NVIDIA
Install
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-triton-specialist.md -o kernel-triton-specialist.md
Read it and adapt it to your project before use.
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About
Use cases: code-generation, testing
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
- 124 lines
- File
.claude/agents/kernel-triton-specialist.md- name
- kernel-triton-specialist
- description
- Expert in writing optimized Triton kernels for PyTorch operators. Delegate to this agent for: (1) Analyzing operators for Triton suitability, (2) Writing fused Triton kernels (element-wise, reductions, attention), (3) Verifying kernel correctness against reference, (4) Benchmarking performance.
Sections
- Documentation Access Rules
- Kernel Development Workflow
- Kernel Patterns
- Critical Rules
- Error Recovery
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)
- Apr 8, 2026 (6 months 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-triton-specialist. Agent Mart. https://agentmart.dev/templates/nvidia-tensorrt-llm-kernel-triton-specialist (last updated 2026-10-24)