ray-data

SKILL.md

| Format | Read | Write | Use Case |

| Parquet | ✅ | ✅ | ML data (recommended) | | CSV | ✅ | ✅ | Tabular data | | JSON | ✅ | ✅ | Semi-structured | | Images | ✅ | ❌ | Computer vision | | NumPy | ✅ | ✅ | Arrays | | Pandas | ✅ | ❌ | DataFrames |

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. Source: orchestra-research/ai-research-skills.

Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/orchestra-research/ai-research-skills --skill ray-data Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor

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