From 5c6ef0fc773b7218e64aa13f4af67d1cc37a2143 Mon Sep 17 00:00:00 2001 From: Moshe Abramovitch Date: Thu, 9 Apr 2026 09:30:32 -0500 Subject: [PATCH] Update TensorRT-LLM skill count from 4 to 20 TensorRT-LLM added 16 new skills upstream: performance analysis/optimization, kernel writing (CUTE, TileIR, Triton), Nsight profiling, code contribution, and codebase exploration. Signed-off-by: Moshe Abramovitch Co-Authored-By: Claude Opus 4.6 (1M context) Signed-off-by: Moshe Abramovitch --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 9d728c9f..03f6b2b6 100644 --- a/README.md +++ b/README.md @@ -46,7 +46,7 @@ That's it — the skill activates automatically the next time your agent encount | Product | Description | Skills | Skills Location | |---------|-------------|:------:|-----------------| | **cuOpt** | GPU-accelerated optimization — vehicle routing, linear programming, quadratic programming, installation, server deployment, and developer tools. | 19 | [`NVIDIA/cuopt/skills/`](https://github.com/NVIDIA/cuopt/tree/main/skills) | -| **TensorRT-LLM** | LLM inference optimization — model onboarding to AutoDeploy, CI pipeline failure analysis, and test failure diagnostics. | 4 | [`NVIDIA/TensorRT-LLM/.claude/skills/`](https://github.com/NVIDIA/TensorRT-LLM/tree/main/.claude/skills) | +| **TensorRT-LLM** | LLM inference optimization — model onboarding, performance analysis and optimization, kernel writing, CI diagnostics, code contribution, and codebase exploration. | 20 | [`NVIDIA/TensorRT-LLM/.claude/skills/`](https://github.com/NVIDIA/TensorRT-LLM/tree/main/.claude/skills) | | **Model-Optimizer** | Model optimization — quantization, sparsity, and distillation for efficient inference. | 4 | [`NVIDIA/Model-Optimizer/.claude/skills/`](https://github.com/NVIDIA/Model-Optimizer/tree/main/.claude/skills) | | **Megatron-Core** | Large-scale distributed training — model parallelism, pipeline parallelism, and mixed precision. | 2 | [`NVIDIA/Megatron-LM/.claude/skills/`](https://github.com/NVIDIA/Megatron-LM/tree/main/.claude/skills) | | **Megatron-Bridge** | Bridge between NeMo and Megatron — data processing, model conversion, and training utilities. | 8 | [`NVIDIA-NeMo/Megatron-Bridge/skills/`](https://github.com/NVIDIA-NeMo/Megatron-Bridge/tree/main/skills) |