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oracle-samples/oracle-ai-data-platform-workbench-engineer-agent

claude-code

Oracle AI Data Platform (AIDP) Workbench engineer agent for Claude Code — a 37-skill agent that operates the full Spark/Delta lakehouse in natural language. Discovers your catalog into a grounding cache, turns plain English into accurate Spark SQL, and runs the lifecycle (CREATE/INSERT/UPDATE/DELETE/MERGE, OPTIMIZE/VACUUM, time-travel). Ingests files, profiles data and sets quality rules, authors and repairs pipelines, provisions clusters, and debugs via the Spark UI. Governs the platform (roles, credential store, Delta Sharing, audit logs), plus native Git, bundles, and MLOps/MLflow. Runs via the official Oracle aidp CLI.

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Frequently Asked Questions

What is oracle-ai-data-platform-workbench-engineer-agent?

Oracle AI Data Platform (AIDP) Workbench engineer agent for Claude Code — a 37-skill agent that operates the full Spark/Delta lakehouse in natural language. Discovers your catalog into a grounding cache, turns plain English into accurate Spark SQL, and runs the lifecycle (CREATE/INSERT/UPDATE/DELETE/MERGE, OPTIMIZE/VACUUM, time-travel). Ingests files, profiles data and sets quality rules, authors and repairs pipelines, provisions clusters, and debugs via the Spark UI. Governs the platform (roles, credential store, Delta Sharing, audit logs), plus native Git, bundles, and MLOps/MLflow. Runs via the official Oracle aidp CLI.

How do I install oracle-ai-data-platform-workbench-engineer-agent?

Visit the GitHub repository at https://github.com/oracle-samples/oracle-aidp-samples for installation instructions.

What license does oracle-ai-data-platform-workbench-engineer-agent use?

Check the repository for license details.

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Open source: source code publicly visible

Anyone can inspect exactly what this repo does on GitHub before using it.

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Install in Claude Code:

/install oracle-ai-data-platform-workbench-engineer-agent
oracle-samples/oracle-ai-data-platform-workbench-engineer-agent | My AI Guide