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.
37 skills · hooks
Oracle AI Data Platform Workbench Spark connectors for Claude Code. 23 connector skills covering every data source workbench customers commonly need: Oracle Autonomous DB family (ALH/ADW/ATP), generic Oracle Database, ExaCS, Oracle PeopleSoft, Oracle Siebel, Fusion ERP REST, Fusion BICC, EPM Cloud Planning, Essbase 21c, OCI Streaming, OCI Object Storage, Apache Iceberg, plus PostgreSQL, MySQL/HeatWave, SQL Server, Apache Hive, Salesforce, Snowflake, Azure ADLS Gen2, AWS S3, generic REST, custom JDBC, and Excel. v0.5.0 adds 5 new connectors + pushdown/catalog/manifest patterns from oracle-samples PR #46.
25 skills
Productized Fusion → Oracle AI Data Platform pipeline as a Claude Code plugin. Curated BICC extracts for Fusion ERP/HCM/SCM, bronze/silver/gold medallion in Delta, conformed COA/calendar/org/supplier/item dimensions, ready-made AR-aging/AP-aging/GL-balance/PO-backlog/Supplier-spend gold marts, and Oracle Analytics Cloud (OAC) workbooks installable via OAC REST API (Authorization Code + PKCE + Refresh Token). End-user consumption via OAC MCP (Preview) chat. Same pattern shown in Oracle's BICC-into-AIDP blog, productized. Additive to and complementary with Oracle FDI/OAC/OTBI/BIP — never positioned as a replacement.
16 skills · 1 MCP server
Drive the Oracle AI Data Platform (AIDP) Databricks Migration Toolkit in natural language. Teaches Claude how to plan and execute an automated end-to-end migration of Databricks (Unity Catalog / HMS) notebooks, jobs, schedules, and catalog DDL onto AIDP — Pass-1 dependency resolution + Pass-2 cell-by-cell execute/verify/fix on a live AIDP cluster using Claude with tool use. Covers job_migrate.py orchestration, catalog migration (18 DDL rewrite rules: 3-part→2-part name flatten, s3://→oci:// via bucket-map, source-format preserved with delta.* property scrub), workflow DAG manifest building, fixup_cell rewind, pre-migration data-availability checks, write-redirect sandbox schema, and the acceptance-contract pattern for batch/streaming convergence. Bundles 10 skills, 4 slash commands, 2 reviewer agents, and 4 reference docs + an env-coords template covering the catalog DDL rules, common Databricks→AIDP gotchas (FUSE consistency, /Volumes mount, builtins.sum shadow, %run trailing slash, line-magic guard, Python 3.12 f-string strictness), JOB_REPORT.md parsing, and an env-coords scaffold customers fill in. Self-contained plugin — the migrator engine ships bundled under engine/.
10 skills · 4 commands · 2 agents
Convert Claude skills, plugins, commands, agents, and integration bundles into validated Codex Skills or plugins. Inventories every source file, chooses the simplest compatible Codex architecture, performs deterministic transformations with safety-hardened staging (ZIP traversal/symlink/size/entry-count limits, ownership-manifest output replacement, byte-level cleanup scanning of binaries), quarantines migrated hooks/MCP/app configuration under reports/unresolved/ for review, and produces decision, migration, cleanup, and validation reports. Skills-only plugin — no MCP server, connector, or external runtime service; migration runs locally against paths you explicitly provide.
1 skill