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Agent Skills Guide

ray

published 2026/01/27

Expert in Apache Ray distributed computing. Use when converting Python code to Ray workloads, debugging Ray applications, optimizing Ray performance, or working with Ray Core, Ray Data, Ray Train, Ray Serve, or Ray Tune. Automatically fetches relevant documentation from Ray, HuggingFace, PyTorch, and other ML/distributed frameworks based on code context.

📦 Install Skill

Command line install

Install directly with the `skills` CLI.

npx skills add anyscale/keynote-demo-2025/.claude/skills/ray

Local download

Download only this skill directory.

Download ray only
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