ClaudeSuperPower
SubmitLog in

aidp-migrate-job

Skill

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-atte

0Monitoring

Install

git clone https://github.com/oracle-samples/oracle-aidp-samples.git ~/.claude/skills/aidp-migrate-job

What is aidp-migrate-job?

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 via Claude with tool use. Use when the user is ready to actually port the workload (not just plan it). Long-running — typical job takes 10–60 minutes per task depending on cell count.

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

~126 tokens of context used while enabled, before you invoke anything

Documentation

README · ~4 min read

aidp-migrate-job — execute the migration

This is the main event. Pass-1 fixes the code, Pass-2 proves it runs.

When to use

  • The user is ready to migrate (manifest built, data-check clean, catalog migrated, cluster Active).
  • The user explicitly asks "migrate", "run the port", "execute the migration".

Do NOT invoke this skill without:

  • A valid manifest at reports/<job>_manifest.json (use aidp-build-dag).
  • A clean aidp-check-data (or an explicit "I know data is missing, proceed anyway" from the user).
  • An ACTIVE AIDP cluster.
  • ANTHROPIC_API_KEY set.

Reviews

Log in to leave a review.

No reviews yet — be the first.

Explore related

Other things in this space — across every part of the ecosystem, not just skills.

Skillssimilar to this one

All skills →

cardputer-buddy

Iterate on the Cardputer-Adv MicroPython app bundle (Claude Buddy, Snake, Hello) after the device is already provisioned via m5-onboard. Use when the user wants to add a new app, push a single changed .py without re-flashing, watch device serial logs, or run a one-shot REPL command. Trigger on "add

32.8K stars

planning-with-files

Persistent file-based planning for AI coding agents and long-running tasks. Crash-proof markdown plans, session recovery after /clear and compaction, per-turn re-injection against context rot, deterministic completion gate. Manus-style. Claude Code, Codex, Cursor, Kiro, OpenCode and 60+ agents via the Agent Skills standard.

25.8K stars

troubleshoot

Diagnose and fix a failing or misbehaving Atomic Agents app — import errors, schema validation failures, empty or malformed LLM output, provider role/mode errors, history and context problems, MCP transport errors. Use when the user reports an error, traceback, or wrong behavior in atomic-agents cod

6.1K stars