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aidp-build-dag

Skill

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 when the user wants to see what would mig

0Productivity

Install

git clone https://github.com/oracle-samples/oracle-aidp-samples.git ~/.claude/skills/aidp-build-dag

What is aidp-build-dag?

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 when the user wants to see what would migrate, or before invoking aidp-migrate-job for the first time on a new workload.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Inherit all session tools

Declares no tool restrictions — inherits every session tool

~95 tokens of context used while enabled, before you invoke anything

Documentation

README · ~3 min read

aidp-build-dag — build the migration manifest

The execution DAG is what the migrator reads to know which notebooks to migrate, in what order, with what dependencies. Build it once per workload.

When to use

  • User asks "what would migrate", "show me the dependency tree", "build the manifest".
  • Before any aidp-migrate-job invocation against a new workload.
  • After changing the Databricks workspace path or workflow ID.

Two entry points

The migrator ships two DAG builders. Pick based on input shape:

InputEntrypoint

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