amd/skills

1

local-ai-use >- Makes this agent generate images, transcribe audio, and synthesize speech on the user's own machine through a loca…

amd/skills

248

2

local-ai-app-integration >- Integrates local AI capabilities into applications using Embeddable Lemonade. Use when the user wants to add local…

amd/skills

211

3

tracelens-analysis-orchestrator Orchestrates modular PyTorch profiler trace analysis with TraceLens: generates perf reports, prepares category data, …

amd/skills

203

4

serving-llms-on-instinct Serves AI models on AMD Instinct GPU hardware using vLLM. Use this skill whenever the user wants to run, serve, deplo…

amd/skills

189

5

magpie-kernel-evaluator Benchmarks LLM inference and drives GPU kernel optimization with Magpie. Use when the user wants to benchmark vLLM, S…

amd/skills

187

6

serving-llms-on-epyc Serves an LLM on a supported AMD EPYC server CPU using vLLM with zentorch, in Docker, Podman, or conda. Use for "vLLM…

amd/skills

152

7

lemonade-router-builder Turns a natural-language description of routing intent into a valid Lemonade `collection.router` policy JSON. The ski…

amd/skills

131

8

hyperloom-workload-optimizer Autonomously optimizes end-to-end LLM inference throughput on AMD Instinct GPUs and reports a validated gain, using t…

amd/skills

109

9

rocm-doctor Diagnoses why ROCm, the HIP SDK, PyTorch, or llama.cpp is broken on an AMD GPU on Linux or Windows, then applies a lo…

amd/skills

21

10

quark-install Installs or verifies AMD Quark and ensures the selected Python environment has an accelerator-matched PyTorch. Applie…

amd/skills

20

11

quark-torch-llm-ptq Runs an end-to-end AMD Quark post-training quantization workflow for PyTorch / Hugging Face LLMs: inspect a Hub or lo…

amd/skills

20