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Ray Data

Ray Data is an agent skill (a SKILL.md file) from Orchestra-Research/AI-Research-SKILLs. Scalable data processing for ML workloads. It works with Claude Code, Codex, Cursor, Gemini CLI and OpenCode and has 13,315 GitHub stars across a repository of 5 listed skills.

github.com/Orchestra-Research/AI-Research-SKILLs/05-data-processing/ray-data (opens in a new tab)

View on GitHub (opens in a new tab)

Add this skill

Claude

This repository is a Claude Code plugin marketplace. In Claude Code:

/plugin marketplace add Orchestra-Research/AI-Research-SKILLs
/plugin   # browse ai-research-skills and install the plugin that contains ray-data

In the Claude apps, zip the ray-data folder and upload it under Customize > Skills > + > Upload a skill (code execution must be on).

ChatGPT / Codex

Codex reads skills from .agents/skills/ in a repo or ~/.agents/skills/ for every project:

git clone --depth 1 https://github.com/Orchestra-Research/AI-Research-SKILLs.git
cp -r AI-Research-SKILLs/05-data-processing/ray-data .agents/skills/ray-data   # repo; ~/.agents/skills for all projects

Standalone skills also load in the ChatGPT desktop app.

Cursor

Cursor loads skills from .cursor/skills/ (or ~/.cursor/skills/) and also reads .claude/skills/:

git clone --depth 1 https://github.com/Orchestra-Research/AI-Research-SKILLs.git
cp -r AI-Research-SKILLs/05-data-processing/ray-data .cursor/skills/ray-data   # project; ~/.cursor/skills for all projects

Source (checked Oct 7, 2026): code.claude.com/docs/en/skills (opens in a new tab), code.claude.com/docs/en/plugin-marketplaces (opens in a new tab), support.claude.com/en/articles/12512180-using-skills-in-claude (opens in a new tab), learn.chatgpt.com/docs/build-skills (opens in a new tab), cursor.com/docs/context/skills (opens in a new tab)

What this skill does

Scalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with Ray Train, PyTorch, TensorFlow. Scales from single machine to 100s of nodes. Use for batch inference, data preprocessing, multi-modal data loading, or distributed ETL pipelines. Distributed data processing library for ML and AI workloads.

When it triggers

  • Use for batch inference, data preprocessing, multi-modal data loading, or distributed ETL pipelines.

More skills in Orchestra-Research/AI-Research-SKILLs

5 skills are listed from this repository.

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FAQ

Ray Data FAQ

Still curious? Email info@appsgit.com.

What is the Ray Data skill?

Ray Data is an agent skill (a SKILL.md file) from Orchestra-Research/AI-Research-SKILLs. Scalable data processing for ML workloads. It works with Claude Code, Codex, Cursor, Gemini CLI and OpenCode and has 13,315 GitHub stars across a repository of 5 listed skills. Its SKILL.md lives at github.com/Orchestra-Research/AI-Research-SKILLs/05-data-processing/ray-data.

How do I install the Ray Data skill?

In Claude Code, run /plugin marketplace add Orchestra-Research/AI-Research-SKILLs, then install its plugin from /plugin. For Codex or Cursor, copy the ray-data folder into .agents/skills/ or .cursor/skills/.

Is the Ray Data skill free?

Yes. The repository is open source under the MIT license.

Is Ray Data maintained?

The repository's most recent commit was on Jun 16, 2026. Its latest release is v1.7.2. appsgit only lists skills from repositories with a commit in the last six months.