migrate-job

migrate-job is a command for Claude Code from ahmedawan-oracle/claude-code-plugins. It costs 38 tokens per session (635 once invoked), scanned A, original, MIT.

A guided command for moving a Databricks job through a full migration workflow. Databricks is a platform for running data-processing jobs, and a DAG is a map showing the jobs and their dependencies.

In plain words
What is it for?
Use it when migrating a Databricks job from a workspace path or Job ID: check prerequisites, build its dependency graph, check required data, run the migration, and review the resulting report.
Why use it?
It breaks a potentially long migration into checkpoints so you can review the task graph and data checks before migration begins. It also surfaces missing data and migration progress instead of silently proceeding.

Command for Claude Code

Written for Claude Code: $ARGUMENTS substitution.

Part of the oracle-ai-data-platform-workbench-databricks-migrator plugin — 10 skills, 4 commands, 2 agents shipped together

Good fit Use it when migrating a Databricks job from a workspace path or Job ID: check prerequisites, build its dependency graph, check required data, run the migration, and review the resulting report.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/ahmedawan-oracle/claude-code-plugins/migrate-job
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/ahmedawan-oracle/claude-code-plugins

Made for: Claude Code.

Or install oracle-ai-data-platform-workbench-databricks-migrator, the plugin that ships this one along with the rest of its 10 skills, 4 commands, 2 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for migrate-job

README.md
[![agentmods](https://agentmods.dev/badge/commands/ahmedawan-oracle/claude-code-plugins/migrate-job/github.svg)](https://agentmods.dev/commands/ahmedawan-oracle/claude-code-plugins/migrate-job)
Your own site
<a href="https://agentmods.dev/commands/ahmedawan-oracle/claude-code-plugins/migrate-job"><img src="https://agentmods.dev/badge/commands/ahmedawan-oracle/claude-code-plugins/migrate-job/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for migrate-job

Your own site · 80×15
<a href="https://agentmods.dev/commands/ahmedawan-oracle/claude-code-plugins/migrate-job"><img src="https://agentmods.dev/badge/commands/ahmedawan-oracle/claude-code-plugins/migrate-job.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 635 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00038 $0.00635
Opus 5.5 $0.00015 $0.00254
Sonnet 5.5 $0.00008 $0.00127
Haiku 4.5 $0.00004 $0.00064

Measured 2mo ago against content hash 3e0219dd0bb1, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

migrate-job scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

claude-code-plugins/oracle-ai-data-platform-workbench-databricks-migrator/commands/migrate-job.md · 43 lines

How it starts

The opening of the file, as written. The whole thing — 43 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/migrate-job — guided full migration

Drive the migrator end-to-end with checkpoints between phases. Asks the user before running each long-running step so they can abort or adjust.

Workflow

  1. Confirm prerequisites (invoke aidp-migrator-bootstrap silently — surface any gaps).
  2. Ask for the source — either a Databricks workspace path OR a Databricks Job ID. Don't proceed without it.
  3. Build the DAG — invoke aidp-build-dag. Show the resulting task count + dep count. Ask "looks right?" before next step.
  4. Data check — invoke aidp-check-data. Show the OK/MISSING/EMPTY counts.
  5. Migrate — invoke aidp-migrate-job. Surface live log tail.
  6. Status — when the run finishes, invoke /migration-status on the resulting JOB_REPORT.md.

Args (optional — if user provided them upfront)

$ARGUMENTS

If $ARGUMENTS contains a Databricks Job ID or workspace path, jump straight to step 3 (skip the question).

Checkpoints to surface to the user

Between phases, give the user a 1-line summary + the cost estimate of the next step:

[Phase 1/5] DAG built: 7 tasks, 18 dep notebooks, output reports/<MyJob>_manifest.json
[Phase 2/5] About to scan source data on cluster — ~2 min, no token cost. Proceed? (y/N)
...
[Phase 4/5] About to start Pass-2 migration — est. 30-90 min, $10-30 in Claude tokens. Proceed? (y/N)

Do not auto-proceed past the migrate step without explicit user confirmation. Pass-2 is expensive.

When to stop

  • User aborts at any checkpoint.
  • Data check shows >50% MISSING — likely the catalog hasn't been migrated yet; route to /migrate-catalog instead.
  • Cluster is not Active — instruct the user to start it before continuing.

Read the full file on GitHub · 43 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 43 lines · 38 tokens per session scan A 3e0219dd0bb1

Subscribe to this mod's changes

migrate-job is a command published in the GitHub repository ahmedawan-oracle/claude-code-plugins (4 stars, last pushed 3mo ago), licensed MIT. It adds 38 tokens to every session and 635 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

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