Oracle AI Data Platform Workbench Spark connectors for Codex. Includes 27 connector skills for Oracle, OCI, SaaS, JDBC, object storage, streaming, REST, Excel, and multi-cloud data sources, including DB2 guidance. Includes Google BigQuery read-only ingestion and external-catalog guidance.
Plugin oracle-ai-data-platform-workbench-spark-connectors in oracle-samples/oracle-aidp-samples. Commands read from the repo's manifest — today.
aidp-alhConnect from an AIDP notebook to Oracle AI Lakehouse (ALH), Autonomous Data Warehouse (ADW), or Autonomous Transaction Processing (ATP). Prefer the AIDP `aidataplatform` Spark format handler for wallet/password and catalog.id paths (`ORACLE_ALH` / `ORACLE_ATP`), but use raw Spark JDBC for IAM DB-tok
aidp-aws-s3Read and write AWS S3 (`s3a://`) from an AIDP notebook. Use when the user mentions S3, AWS S3 bucket, s3a, or has AWS access keys. Auth is access key + secret key via the Hadoop S3A connector. boto3 is also available for non-Spark management operations (list, copy).
aidp-azure-adlsRead and write Azure Data Lake Storage Gen2 (`abfss://`) from an AIDP notebook. Use when the user mentions ADLS, Azure Data Lake, abfss, or wants to ingest from a multi-cloud Azure source. Auth is OAuth client-credentials (Service Principal client_id + secret + tenant).
aidp-azuresqlRead or write Azure SQL Database from an AIDP notebook through the AIDP `aidataplatform` Spark format handler. Use when the user mentions Azure SQL, Azure SQL Database, AZURE_SQLSERVER, or a database.windows.net endpoint. Auth is SQL username/password.
aidp-connectors-bootstrapFirst-time setup. Use when the user wants to install/upload the AIDP Spark connectors helper package into their AIDP workspace, or has just installed this plugin and asks "how do I set it up", "first-time setup", "install the helpers", "bootstrap aidp connectors". Drives the AIDP MCP tools to push t
aidp-connectors-overviewHelp the user pick the right connector skill for their data source from an AIDP notebook. Use as a router when the user mentions multiple sources, isn't sure which connector applies, or asks "how do I connect to X from AIDP". Covers 27 data sources — Oracle Autonomous DB family (ALH/ADW/ATP), generi
aidp-db2Read or write IBM Db2 from an AIDP notebook through the AIDP `aidataplatform` Spark format handler. Use when the user mentions DB2, IBM Db2, LUW, or `type=DB2`. Auth is host/port + database name + user/password.
aidp-epm-cloudRun a Planning data-slice export against Oracle EPM Cloud (Planning / EPBCS) and materialize as a Spark DataFrame in an AIDP notebook. Use when the user mentions EPM Cloud, EPBCS, Hyperion Planning, planning app, MDX export, or wants Planning data in Spark. HTTP Basic auth with identity-domain-prefi
aidp-essbaseRun an MDX query against an Oracle Essbase 21c cube and materialize the result as a Spark DataFrame in an AIDP notebook. Use when the user mentions Essbase, MDX, Essbase 21c, OLAP cube, or wants to read cube data into Spark. Auth is HTTP Basic.
aidp-exacsRead or write Oracle Exadata Cloud Service (ExaCS) from an AIDP notebook via the AIDP `aidataplatform` Spark format handler. Use when the user mentions ExaCS, Exadata, Exadata Cloud, RAC SCAN listener, or has a private-subnet Oracle DB. Prefer the official `ORACLE_EXADATA` connector sample with cata
aidp-excelRead Excel (.xlsx, .xls) files into a Spark DataFrame from an AIDP notebook. Use when the user mentions Excel, .xlsx, .xls, or has spreadsheet files in a Volume / Object Storage bucket. Two paths — the `com.crealytics.spark.excel` Spark format (cluster jar required) and a `pandas → CSV → spark.read.
aidp-fusion-biccPull a Fusion BICC bulk extract into a Spark DataFrame from an AIDP notebook. Use when the user mentions BICC, Fusion bulk extract, BI Cloud Connector, PVO, or needs >50k rows from Fusion. The recommended path uses AIDP's built-in `spark.read.format("aidataplatform")` connector (matches the official
aidp-fusion-restPull data from Oracle Fusion ERP / HCM / SCM REST APIs into a Spark DataFrame from an AIDP notebook. Use when the user mentions Fusion ERP, Fusion REST API, FA REST, Cloud ERP, or wants live data from a Fusion pod. HTTP Basic auth only. For volumes >499 rows/page or bulk extracts, route to aidp-fusi
aidp-google-bigqueryRead Google BigQuery tables and views from AIDP notebooks using the built-in GOOGLE_BIGQUERY connector, service-account authentication, SQL pushdown, catalog.id, or external-catalog names. Use for BigQuery or GBQ requests in AIDP 5.1 and later.
aidp-hiveRead or write Apache Hive from an AIDP notebook via the AIDP `aidataplatform` Spark format handler. Use when the user mentions Hive, HiveServer2, HS2, HCatalog, or has a Hive metastore host/port. Auth is host/port + user/password. Read-write.
aidp-icebergRead and write Apache Iceberg tables backed by OCI Object Storage from an AIDP notebook. Use when the user mentions Iceberg, Apache Iceberg, time travel, snapshots, schema evolution, partition evolution, or wants ACID transactions on data lake files. Uses the Iceberg Hadoop catalog on `oci://` — aut
aidp-jdbc-customConnect to ANY database that has a JDBC driver from an AIDP notebook using Spark's native `format("jdbc")`. Use when the user mentions a DB without a dedicated AIDP connector — SQLite, ClickHouse, DuckDB, generic JDBC URL — or wants to use a custom JDBC driver they uploaded. Auth is driver-specific.
aidp-mysqlRead or write MySQL or OCI MySQL HeatWave from an AIDP notebook via the AIDP `aidataplatform` Spark format handler. Use when the user mentions MySQL, HeatWave, MySQL Database Service, MDS, or has a MySQL host/port. Auth is host/port + user/password.
aidp-netsuiteRead NetSuite SuiteAnalytics Connect data from an AIDP notebook through the AIDP `aidataplatform` Spark format handler. Use when the user mentions NetSuite, SuiteAnalytics Connect, ns.account.id, ns.role.id, or ns.access.token. Supports username/password or OAuth access-token authentication. Read-on
aidp-object-storageRead and write OCI Object Storage natively from an AIDP notebook using the `oci://` URI scheme. Use when the user mentions OCI Object Storage, "oci://", external volumes, external tables backed by Object Storage, CSV/Parquet/JSON/Delta files in a bucket, or wants to land data in OCI buckets. Auth is
aidp-oracle-dbRead or write an Oracle Database (Compute / Base DB / on-prem / Oracle 19c, 21c, 23ai, 26ai non-Autonomous) from an AIDP notebook via the AIDP `aidataplatform` Spark format handler. Use when the user mentions Oracle Database, generic Oracle DB, on-prem Oracle, plain Oracle JDBC, port 1521, non-Auton
aidp-peoplesoftRead from Oracle PeopleSoft into a Spark DataFrame in an AIDP notebook via the AIDP `aidataplatform` Spark format handler. Use when the user mentions PeopleSoft, PSFT, HCM, FSCM, Campus Solutions, or has a PeopleSoft host/port. Auth is host/port + database name + user/password. Read-only.
aidp-postgresqlRead or write PostgreSQL from an AIDP notebook via the AIDP `aidataplatform` Spark format handler. Use when the user mentions PostgreSQL, Postgres, "psql", or has a Postgres host/port to connect to. Prefer the official `POSTGRESQL` connector sample; use native Spark JDBC only as an SSL-required fall
aidp-rest-genericPull data from any REST API into a Spark DataFrame using the AIDP `aidataplatform` Generic REST connector. Use when the user has a non-Fusion / non-EPM / non-Essbase REST endpoint with a `manifest.url` describing the schema. Auth is HTTP Basic with derived properties driving query parameters.
aidp-salesforceRead from Salesforce into a Spark DataFrame in an AIDP notebook via the AIDP `aidataplatform` Spark format handler. Use when the user mentions Salesforce, SFDC, Sales Cloud, Service Cloud, Account, Opportunity, Lead, sObject, SOQL. Auth is host/port + user/password. Read-only.
aidp-siebelRead from Oracle Siebel CRM into a Spark DataFrame in an AIDP notebook via the AIDP `aidataplatform` Spark format handler. Use when the user mentions Siebel, Siebel CRM, S_CONTACT, S_ORG_EXT, or has a Siebel host/port. Auth is host/port + database name + user/password. Read-only.
aidp-snowflakeRead Snowflake from an AIDP notebook through the AIDP `aidataplatform` Spark format handler. Use when the user mentions Snowflake, Snowflake warehouse, Basic authentication, KeyPair authentication, private.key.file, or private.key.content. Snowflake writes are not supported in AIDP 4.0.
aidp-sqlserverRead or write Microsoft SQL Server from an AIDP notebook via the AIDP `aidataplatform` Spark format handler. Use when the user mentions SQL Server, MSSQL, or has a TDS host/port. Auth is host/port + database + user/password.
aidp-streaming-kafkaConsume an OCI Streaming stream from an AIDP notebook via Spark structured streaming (Kafka-compat). Use when the user mentions OCI Streaming, Kafka on OCI, stream pool, structured streaming, or wants to read Kafka messages into Spark. Auth is SASL/PLAIN with an OCI auth token. Pattern matches the o
Run the full Oracle AI Data Platform (AIDP) data-engineering surface from Codex in natural language - 37 skills: discover catalog, ask in English, AI-in-SQL, optimize/time-travel, pipelines, clusters, governance, agent flows, MLOps, migration. Self-contained (OCI CLI + api_key DEFAULT profile); the AIDP MCP is an optional accelerator.
37 skills · hooks
Migrate a Snowflake database to Oracle AI Data Platform with a fixed, auditable runbook. Provisions a migration workspace and cluster, registers the Snowflake database as an EXTERNAL catalog and creates the INTERNAL target catalog, discovers the estate with an in-AIDP workflow, translates types and names into a reviewed plan, creates the target schemas and empty Delta tables on AIDP compute, and registers one copy job per schema (INSERT-SELECT, verified by row counts) for the customer to run. Inventories what is not a table or a view, security posture and table-maintenance state, and presents the data-movement options without choosing for you. Read-only against Snowflake, dry-run by default against AIDP, every create read back; teardown releases the compute or removes everything the migration created.
11 skills · 9 commands
Build and operate Oracle Fusion-to-AIDP medallion pipelines, gold marts, OAC datasets, and MCP-authored workbooks.
16 skills · 1 MCP server
Drive the Oracle AI Data Platform (AIDP) Databricks Migration Toolkit in natural language. Self-contained for Codex: the OpenAI-based Python migration engine ships bundled under engine/ and is staged by the SessionStart hook to ~/.aidp-migrator/engine. Teaches Codex 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 plus Pass-2 cell-by-cell execute/verify/fix on a live AIDP cluster using an OpenAI model with tool use. Covers job_migrate.py orchestration, catalog migration, 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.
16 skills · hooks
Migrate Informatica ETL onto Oracle AI Data Platform from Codex: mappings become PySpark notebooks, workflows become AIDP jobs carrying the session dependency graph, Quartz schedules and a declarable timezone, with worklets expanded. Reads IDMC/IICS cloud mapping JSON and PowerCenter 10.x repository XML; 8.x and 9.x are refused by a version gate rather than mis-migrated. The transformation compiler is deterministic and needs no model -- an OpenAI key only widens what the rules cannot reach, behind a validator and a hallucination check. Reads and writes are catalog-addressed, so no JDBC URLs or credentials appear in a generated notebook. Anything that cannot be converted faithfully becomes an explicit review item with a named reason and a rebuild path, never a silent approximation.
11 skills · hooks
Migrate a Microsoft Fabric workspace (notebooks, Warehouse T-SQL, OneLake shortcuts) to Oracle AI Data Platform: inventory, plan, translate deterministically, and verify.
1 skill · 5 commands · 1 MCP server
Agentic QE (external: maintained in proffesor-for-testing/agentic-qe, pinned to v3.15.17): a quality-engineering fleet with 11 QE agents, 9 skills, 9 commands, the agentic-qe MCP server pinned to the plugin version, and the aqe-mod guard that refuses destructive operations on AQE learning data
9 skills · 9 commands · 11 agents · 1 MCP server
Automates browser interactions for web testing, form filling, screenshots, and data extraction
12 skills
Install the "AAS Data Analytics & Business Intelligence" editorial skill bundle for Claude Code.
16 skills
Databricks skills for the CLI, Apps, Lakebase, Model Serving, Lakeflow Jobs, Spark Declarative Pipelines, Declarative Automation Bundles (DABs), and classic-to-serverless migration.
37 skills · 2 commands · hooks
The official CCXT MCP server plus the ccxt-mcp usage skill — market data, balances and opt-in trading across 100+ crypto exchanges and prediction markets, with keys kept local.
1 MCP server
Eval-gated LLM fine-tuning lifecycle (LoRA/QLoRA, DPO, GRPO/RLVR, vision SFT, quantized export). Use when fine-tuning an open-weights model end-to-end: building the eval harness first, selecting method and model, preparing data, training with Unsloth or TRL, gating checkpoints, and exporting GGUF/FP8.
10 skills · 2 commands · 3 agents
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