{"name":"ahmedawan-oracle-oracle-ai-data-platform-workbench-engineer-agent-claude-code-plugins-oracle-ai-data-platform-workbench-engineer-agent","owner":{"name":"ClaudePluginHub"},"plugins":[{"name":"ahmedawan-oracle-oracle-ai-data-platform-workbench-engineer-agent-claude-code-plugins-oracle-ai-data-platform-workbench-engineer-agent","source":{"source":"github","repo":"ahmedawan-oracle/claude-code-plugins"},"description":"Operate the entire Oracle AI Data Platform (AIDP) Workbench in natural language — a 37-skill agent (not a single-engine orchestrator). Discovers your catalog into a grounding cache (FK/join hints + value dictionaries), turns plain English into accurate Spark SQL, and runs the full lakehouse SQL lifecycle (CREATE/INSERT/UPDATE/DELETE/MERGE/OPTIMIZE/VACUUM/DESCRIBE HISTORY/time-travel on the Spark/Delta lakehouse). Ingests files, profiles data and sets quality rules, authors and repairs cron pipelines, provisions clusters (Compute/AI Compute), and debugs via the Spark UI. Governs the platform (roles + per-resource permissions, credential store, Delta Sharing, audit logs, user settings; plus native Git, bundles, and MLOps/MLflow in Preview) and ships AI — Agent Flows across 13 node types with guardrails (content moderation, prompt-attack prevention, PII detection), Knowledge Base RAG, high-code LangGraph/aidputils agents, and reusable Tools. A semantic model + verified-query repository are matched before free generation for accuracy. Signature differentiators: LLM-in-SQL via ai_generate('openai.gpt-5.4', '<prompt>') and cross-source federation in one Spark session. Runs via the official Oracle aidp CLI with an oci raw-request REST fallback — under either api_key or oci-session-token auth. Additive to your Oracle stack.","version":"0.5.0","strict":true,"keywords":["oracle","aidp","data-engineering","spark","spark-sql","lakehouse","catalog","data-quality","data-profiling","pipelines","jobs","orchestration","notebooks","cluster","spark-ui","mcp","oci","session-token","credentials","delta-sharing","git","agent-flows","bundle","roles","mlops","mlflow","federation","ai-generate","migration","ddl","delta","merge","knowledge-bases","rag","langgraph","guardrails","agent-tools"],"category":"productivity"}]}