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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.

pluginupdated 26 Oct 2026by Oracle
paste into Claude Code
/plugin install oracle-ai-data-platform-workbench-engineer-agent@claude-plugins-official

How to start

  1. Paste the command into Claude Code and press Enter.
  2. Restart Claude Code so the plugin loads.
  3. Just ask Claude. Its skills step in when your request fits.

What it adds

37 skills · 1 hook

Skills Claude loads these when the task fits

  • aidp-agent-flowsDiscover, author, deploy, and run AIDP agent flows. Use when the user wants to list/inspect agent flows, or create/update/deploy/run a flow, manage sessions/gu…
  • aidp-agent-highcodeBuild AIDP agents in high-code Python with aidputils + LangGraph (the code-first alternative to the low-code agent-flow canvas). Use when the user wants to wri…
  • aidp-ai-sqlRun LLM functions inside Spark SQL on AIDP via ai_generate(). Use when the user wants to summarize/classify/extract/enrich rows with an LLM directly in SQL, ge…
  • aidp-analyzing-dataAnswer business questions over the AIDP lakehouse with Spark SQL. Use when the user asks a data question ("how many…", "top N…", "show me…", "trend of…", "reve…
  • aidp-auditManage and search AIDP audit logs — enable/disable auditing, set retention, and query audit-log entries for a DataLake. Use when the user asks about audit logg…
  • aidp-bundleDeploy AIDP resources as a bundle — create a bundle, deploy all its assets atomically, query deployment status, and purge. Use when the user wants to promote/d…
  • aidp-catalog-exploreBrowse the AIDP data catalog live — list catalogs, schemas, tables, and volumes, inspect a table's columns/properties, and resolve a human name to its catalog…
  • aidp-catalog-initOne-time AIDP catalog discovery that writes a cached, version-controllable .aidp/catalog.md grounding file (tables, columns, FK/join hints, value dictionaries)…
  • aidp-cluster-opsManage AIDP Spark compute clusters — list, status, start/stop/restart, installed libraries (JARs/Python), provision/scale a new cluster (driver/worker shapes,…
  • aidp-credentialsManage the AIDP credential store (secrets) — list, get, create, update, delete credentials used by AIDP workflows. Use when the user wants to store/rotate a se…
  • aidp-data-qualityRun data-quality rule checks on AIDP tables — not-null, uniqueness, allowed ranges/sets, referential integrity, and freshness. Use when the user wants to valid…
  • aidp-data-sharingShare AIDP data via Delta Sharing — create/manage shares, add data assets, manage recipients, and grant access/permissions. Use when the user wants to share a…
  • …and 25 more in the source.

Hooks Run on their own at these moments

  • SessionStartWhen a session starts.

Read from the plugin's own files in oracle-samples/oracle-aidp-samples, 26 Oct 2026.

What it needs

No keys or settings: its files ask for none.