Home / Plugins / oracle-ai-data-platform-workbench-engineer-agent
oracle-ai-data-platform-workbench-engineer-agent
oracle-samples/oracle-aidp-samplesPlugin
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.
Why this score
This repo hosts 3 add-ons, so its 57 stars are split between them (about 19 each) for scoring.
Popularity score: 64/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 22, 2026 at commit a7225cbdd935, with Cisco's open-source skill-scanner.
What its code does:
- Uses dependencies without a pinned version A later version of a dependency could change what runs.scripts/requirements.txt:3 and 3 more
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneoracle-ai-data-platform-workbench-engineer-agent oracle-samples/oracle-aidp-samples · Plugin | 64 | ★ 57 | not measured | 2d ago |
| data-platform-engineer luanmorenommaciel/agentspec · Subagent Same job: data pipelines | 59 | ★ 253 | ≈30 in chat | 24d ago |
| oracle steipete/oracle · Skill Both about oracle and bundle | 83 | ★ 4.1k | ≈20 always | 16d ago |
| inspector-workbench CopilotKit/CopilotKit · Skill Both about workbench and ui | 87 | ★ 38k | ≈23 always | 16d ago |
| data-platform-reviewer avelikiy/great_cto · Subagent Both about platform | 56 | ★ 103 | ≈44 in chat | 16d ago |
| oracle-debug martinffx/atelier · Skill Both about oracle and debug | 56 | ★ 48 | ≈25 always | 17d ago |