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.

Install

If the official marketplace isn’t added yet, run

Category: Development
Author: Oracle
GitHub: oracle-samples/oracle-aidp-samples
Website: docs.oracle.com

Good for

Turn plain English into Spark SQL and run CREATE/INSERT/UPDATE/DELETE/MERGE, OPTIMIZE/VACUUM and time travel
Ingest files, profile data and set quality rules
Author and repair pipelines, provision clusters and debug via the Spark UI
Govern roles, credential store, Delta Sharing and audit logs, plus Git and MLflow

Getting started

Run /plugin install oracle-ai-data-platform-workbench-engineer-agent@claude-plugins-official in Claude Code
Have the official Oracle aidp CLI available, since the agent runs through it
Let the agent discover your catalog into its grounding cache, then give instructions in plain English

Before you install

Runs via the official Oracle aidp CLI and needs access to AIDP Workbench.

Summarized by AI from the project docs; check the official docs before relying on it.

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