Development · LLM inference and serving

Unified LLM torch-profiler triage skill for sglang, vllm, TensorRT-LLM, and TokenSpeed.

sgl-project/sglang

Autonomous performance optimization: research, PoC, benchmark, implement, review, PR

raullenchai/Rapid-MLX

Create a new skill in the current repository. An agent skill from Hyk260/PureChat.

Hyk260/PureChat

Review pull requests and local branches for vllm-project/vllm-omni with a frozen snapshot, module-design ownership, feature-design overlays, targeted validation, and concise evidence-backed findings.

vllm-project/vllm-omni

Analyzes Torch Profiler traces from SGLang, vLLM and TensorRT-LLM servers into kernel attribution, overlap and fusion tables.

BBuf/AI-Infra-Auto-Driven-SKILLS

Check if package.json files are in sync with pnpm-lock.yaml.

Hyk260/PureChat

Regenerate the README UI screenshots for nyx-local-ai from the browser harness — build the webview, serve the harness scenes, capture and crop the images into docs/.

sthamann/nyx-local-ai

Review and refactor inference-runtime code using concrete rules for responsibility boundaries, state ownership, interfaces, asynchronous lifetimes, KV management, and maintainability.

ThinkFlowLab/vllm-rlt

This skill should be used when working with DSPy.rb, a Ruby framework for building type-safe, composable LLM applications.

davekilleen/Dex

Cross-drive storage audit and cleanup. An agent skill from SethGammon/Citadel.

SethGammon/Citadel

A template skill demonstrating the PAI SKILL.md format. An agent skill from nirholas/PAI.

nirholas/PAI

Explains where HOT-Step generation time goes (LM/DiT/VAE), how the TensorRT paths activate, how to benchmark from logs, and which knobs trade quality for speed.

scragnog/HOT-Step-CPP

Bump Heron version via the VERSION-file SSOT. An agent skill from Netis/heron.

Netis/heron

Review or prepare a pull request for the AutoRound repository — checks registration points for new data types/backends/VLMs, validates Chinese translation parity for modified markdown files…

intel/auto-round

Review llama.cpp changes against project conventions and common reviewer pitfalls before a PR.

JakeATX/llamAmpere

Breaks LLM torch profiler traces down by forward pass, layer and kernel, with timing tables and Perfetto time ranges for the layers you want to inspect.

BBuf/AI-Infra-Auto-Driven-SKILLS

Diagnose failed Quark ONNX installation, calibration, quantization, custom-op compilation, or export attempts.

amd/Quark

Summarises the delta between a tool's latest release and the last summary the user saw.

sammcj/agentic-coding

A skill your agent uses when debugging, comparing, or regression-testing LLM / agent calls — when the user wants to capture LLM traffic, see a conversation as a branchable DAG, fork an alternative…

ccplugins/awesome-claude-code-plugins

Expert knowledge for Azure Databricks development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations &…

MicrosoftDocs/Agent-Skills