oracle-ai-data-platform-workbench-engineer-agent Claude Code Plugin

This plugin provides a Claude Code agent that operates Oracle AI Data Platform (AIDP) Workbench through natural language, organized into 37 skills covering the data engineering lifecycle. It builds a local cache of catalog metadata to ground requests and convert plain-language questions into accurate Spark SQL, supporting table lifecycle operations such as create, insert, update, delete, merge, optimization, vacuum, and time-travel queries. It also handles file ingestion, data profiling, quality rule configuration, pipeline authoring and repair, cluster provisioning, and job debugging through the Spark UI. Governance features include role and permission management, credential storage, data sharing, and audit logging, alongside Git version control, deployment bundling, and MLOps/MLflow tracking. It operates through Oracle's official aidp command-line tool, falling back to direct REST calls when necessary, without requiring a separate MCP server.