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Kernel Tileir Specialist

Development community

Description

--- name: kernel-tileir-specialist description: > Expert in optimizing EXISTING Triton kernels for NVIDIA TileIR backend. Does NOT write Triton kernels from scratch--that is the Triton Specialist's job. Delegate to this agent for: (1) Adding TileIR-specific autotune configs (occupancy, num_ctas, num_stages), (2) Classifying kernels for optimization, (3) Validating with ENABLE_TILE=0/1. Kernels use standard 'import triton'. TileIR is enabled via ENABLE_TILE=1 when nvtriton is installe

Installation

Installs to ~/.claude/agents/nvidia-tensorrt-llm-kernel-tileir-specialist.md

Terminal
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/NVIDIA/TensorRT-LLM/HEAD/.claude/agents/kernel-tileir-specialist.md -o ~/.claude/agents/nvidia-tensorrt-llm-kernel-tileir-specialist.md

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

Full documentation available on GitHub

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