ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
Read-only triage router for Oracle AIDP Fusion Autopilot failures. Use when the user pastes CLI output, a traceback, an .aidp/diagnostics path, a run id, or says bootstrap, validate, seed, incremental, dashboard, OAC, or workbook failed. Extract AIDPF- codes, affected run id, dataset, layer, variation point, or…
ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
Diagnose and route Fusion->AIDP schema-drift / gate failures. When a run fails with a drift gate (AIDPF-2072 Fusion PVO drift, AIDPF-4070/4071 source-schema, AIDPF-2012 bronze fingerprint, AIDPF-4040 plan-hash), this read-only skill explains the code, probes the LIVE Fusion PVO, classifies each affected column, and…
ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
Choose and verify the safest low-cost refresh mechanism for an Oracle Fusion AIDP bronze, silver, or gold node. Use when asked whether a node can be incremental, why a node re-extracts or rebuilds in incremental mode, how to reduce refresh cost, or when authoring a new node needs a refresh-strategy decision. Inspects…
ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
Author a new medallion node (gold mart, silver dim, or additive column) when the live gold layer AND the content pack both cannot serve a business need. Takes the user's business logic, inspects the Fusion PVO SOURCE schema (not bronze) for available raw fields, and authors the lowest-cost, additive, non-destructive…
ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
Draft a content-pack overlay extending the starter pack's variation-point candidate lists when aidp-fusion-autopilot bootstrap fails AIDPF-2010 / AIDPF-2011. Reads diagnostic artifacts under .aidp/diagnostics/ /, proposes new candidates from the observed bronze schema, presents a draft overlay for operator approval…
ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
Turn a natural-language dashboard request into a concrete OAC dataset plan, grounded in the LIVE AIDP gold layer. Inspects the actual materialized Delta tables in the AIDP catalog (evidence — never the content-pack YAMLs), checks what OAC datasets already exist via OAC MCP, then tells the operator exactly which OAC…
ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
Guide the manual Oracle Analytics Cloud dataset checkpoint for the Fusion AIDP bundle. Consume an oac-dataset-advisor recommendation, produce exact OAC UI steps for creating or reusing the AIDP connection and dataset over live AIDP gold tables, pause while the operator creates the dataset, then verify it with OAC MCP…
ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
Author regenerated OAC workbook JSON with deterministic template-first generation, runtime semantic validation checks, MCP save-validation, and preview iteration.
ahmedawan-oracle/claude-code-plugins
Plugin Claude Code
Drive the Oracle AI Data Platform (AIDP) Databricks Migration Toolkit in natural language. Self-contained — the full Python engine (scripts/, aidpcompat/) ships bundled under engine/ and is invoked from skills via ${CLAUDEPLUGINROOT}/engine/scripts/. Teaches Claude how to plan and execute an automated end-to-end mig.
ahmedawan-oracle/claude-code-plugins
Agent
Use this agent when the user has pointed at a single Databricks notebook (.ipynb / .py / .scala) and wants to know what it does, what it depends on, what risks the migrator will hit, and which gotchas (from references/gotchas.md) will apply. Run before manually authoring an entry in a migration manifest, OR as a…
ahmedawan-oracle/claude-code-plugins
Agent
Use this agent after aidp-migrate-job completes to 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. Outputs a structured review report.
ahmedawan-oracle/claude-code-plugins
Command
Pre-migration data-availability scan. Reads a manifest, probes every spark.read. / saveAsTable target on the AIDP cluster, reports OK / MISSING / EMPTY.
ahmedawan-oracle/claude-code-plugins
Command
Guided catalog migration flow. Extract Databricks Unity Catalog / HMS metadata, preview the 18-rule DDL rewrite, then batched replay on AIDP. Asks before destructive replay step.
ahmedawan-oracle/claude-code-plugins
Command
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.
ahmedawan-oracle/claude-code-plugins
Command
Parse + summarize the JOBREPORT.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).
ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
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, slowly-draining backfills, or any pipeline whose success is "the…
ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
Configure the s3:// → oci:// bucket / namespace mapping the migrator uses to rewrite paths during notebook + catalog migration. Use when (a) the user has external tables / files at s3:// paths that need to land on OCI Object Storage, OR (b) checkdataavailability reports "S3 bucket X not found in OCI bucket mapping"…
ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
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/ manifest.json — the input every other execute-skill consumes. Use when the user wants to see what would migrate, or before invoking…
ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
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 Pass-2 cluster time. Use after aidp-build-dag and before…
ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
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 RESULT=PARTIAL or the user identifies a specific cell that is…
ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
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. property scrub, MV/streaming rejection, CREATE SCHEMA…
ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
Run the full Databricks→AIDP migration against a manifest. Pass-1 walks the %run dep tree and rewrites Databricks APIs in each dep notebook code-only. Pass-2 executes each task cell-by-cell on a live AIDP cluster, runs 4-way verify (exec error / stderr patterns / Spark logs / Opus eval), and re-attempts up to 10 times…
ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
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 with an auth / connectivity error.
ahmedawan-oracle/claude-code-plugins
Skill Claude CodeCodex
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- skills handles each phase. Compose those skills; this one adds no…