这个仓库中的 skills
SkillsMP 已收集 oracle-samples/oracle-aidp-samples 中的 209 个 Skill。打开任一 Skill 可查看来源和详情。
oracle-samples/oracle-aidp-samples已展示 40 / 209 个已收集 Skill。
Resume an interrupted migration. The migrator caches already-migrated notebooks (in-memory + on-cluster) so subsequent runs skip them. Use when a prior aidp-migrate-job run was killed mid-flight (Ctrl-C, cluster restart, network drop) or when resuming after a…
原文语言：英语
Pre-migration data-availability scan. Reads a migration manifest, probes every spark.read.* / saveAsTable target on the AIDP cluster, reports OK / MISSING / EMPTY with remediation tips per category. Use before any aidp-migrate-job run, or whenever the user…
原文语言：英语
Guided full-job migration flow. Walks the user from "I want to migrate this Databricks job" through DAG → data check → migrate → status, asking before each phase. Composes aidp-build-dag, aidp-check-data, aidp-migrate-job, and migration-status. Use when the…
原文语言：英语
Connect 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` /…
原文语言：英语
Read 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…
原文语言：英语
First-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…
原文语言：英语
Read 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…
原文语言：英语
Read 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…
原文语言：英语
Pull 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…
原文语言：英语
Read 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.
原文语言：英语
Read 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…
原文语言：英语
Read 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.
原文语言：英语
Read 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…
原文语言：英语
Read 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…
原文语言：英语
Read 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…
原文语言：英语
Pull 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…
原文语言：英语
Read 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 +…
原文语言：英语
Read 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 +…
原文语言：英语
Consume 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…
原文语言：英语
Targeted rewind of a migrated notebook. Re-executes cells from history index N onwards (or a specific cell range) through the execute+verify+fix loop, with a 'why' reason injected so Claude knows what to fix. Use when aidp-migrate-job left a notebook at…
原文语言：英语
One-shot environment readiness check for the Oracle AIDP Databricks migrator. Verifies Python deps, OCI auth, AIDP cluster reachability, and your env-coords file. Use the first time the user invokes the migrator on a workstation, or when any other skill fails…
原文语言：英语
Router skill. Read this first whenever the user mentions migrating a Databricks workload (notebooks, jobs, catalogs, schedules) onto Oracle AI Data Platform (AIDP). Lays out the toolkit, the two-pass migration architecture, and which of the other aidp-*…
原文语言：英语
YAML-driven acceptance contract for batch and streaming pipelines that need convergence verification, not just "no exceptions". Declares PASS only after K consecutive zero-result windows (consecutive-zero-window convergence). Use for streaming jobs,…
原文语言：英语
Build a migration manifest (the execution DAG) from a Databricks workspace path or workflow ID. Walks %run dependency chains, captures dbutils.notebook.run invocations, and emits reports/<job>_manifest.json — the input every other execute-skill consumes. Use…
原文语言：英语
Pre-migration data-availability scan. Reads every notebook in a migration manifest, extracts every spark.read.table / spark.read.parquet / saveAsTable reference, and probes whether each target schema/table/path exists on the AIDP cluster BEFORE you spend…
原文语言：英语
Migrate Databricks Unity Catalog / HMS schemas + tables onto AIDP. Two-stage extract→rewrite→replay pipeline. The rewriter applies 18 DDL rules (3-part→2-part flatten, s3://→oci:// via bucket-map, source-format preserved (Delta stays Delta) with delta.*…
原文语言：英语
Resume an interrupted migration. The migrator caches already-migrated notebooks (in-memory + on-cluster) so subsequent runs skip them. Use when a prior aidp-migrate-job run was killed mid-flight (Ctrl-C, cluster restart, network drop) or when resuming after a…
原文语言：英语
Read a single Databricks notebook (.ipynb / .py / .scala source format) and produce a migration-readiness report — what it does, what it depends on, what risks the migrator will hit, which gotchas (from references/gotchas.md) will apply. Run before manually…
原文语言：英语
Guided catalog migration flow. Extracts Databricks Unity Catalog / HMS metadata, previews the 18-rule DDL rewrite, then batched replay on AIDP. Asks before the destructive replay step. Use when the user wants to migrate the catalog layer (schemas + tables)…
原文语言：英语
Review a migrated .ipynb for correctness — NOT just "did it run". Catches latent issues the cell-execute loop missed — wrong write-mode, lost rows, dropped columns, hardcoded paths, dead Databricks-isms, builtins shadowing, format downgrades. Outputs a…
原文语言：英语
Parse and summarize the JOB_REPORT.md produced by a prior migration run. Surfaces cell pass/fail/fix counts per task, lists the failing cells, and recommends a next-step skill (fixup-cell, resume, or all-clear). Use after any aidp-migrate-job run, or when the…
原文语言：英语
Discover, 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/guardrails, attach compute, or attach a remote MCP server to a flow (an MCP_TOOL node — AIDP's "Native…
原文语言：英语
Run 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, generate narratives over aggregated results, or do grounded RAG-style analysis in the lakehouse.…
原文语言：英语
Answer 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…", "revenue by…") or wants to run ad-hoc Spark SQL. Grounds in .aidp/catalog.md + .aidp/semantic.md and…
原文语言：英语
Manage 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 logging, who did what, compliance/retention of AIDP activity, or wants to search audit events.…
原文语言：英语
Deploy 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/deploy a set of AIDP resources together, manage a deployment bundle, check bundle deployment status,…
原文语言：英语
Browse 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 key. Use when the user asks "what catalogs/schemas/tables exist", "describe table X", "what columns…
原文语言：英语
Manage AIDP Spark compute clusters — list, status, start/stop/restart, installed libraries (JARs/Python), provision/scale a new cluster (driver/worker shapes, autoscale, GPU/RAPIDS, AI Compute), and connect external BI tools (JDBC/ODBC). Use when the user…
原文语言：英语
Run data-quality rule checks on AIDP tables — not-null, uniqueness, allowed ranges/sets, referential integrity, and freshness. Use when the user wants to validate data, check for nulls/duplicates/orphans, assert a column's domain, or gate a pipeline on…
原文语言：英语
Share 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 table/schema with another team or org, set up Delta Sharing, manage recipients, or control share…
原文语言：英语