aidp-resume-migration

aidp-resume-migration is a skill for Claude Code from ahmedawan-oracle/claude-code-plugins. It costs 73 tokens per session (1,122 once invoked), scanned A, original, MIT.

A continuation workflow for an interrupted Databricks-to-AIDP migration. It detects already-migrated notebooks and skips them when their saved output is available.

In plain words
What is it for?
Resuming a previous migration, continuing after a manual notebook fix, and migrating newly added tasks while leaving completed dependency and task notebooks untouched.
Why use it?
A stopped run caused by cancellation, a cluster restart, a network failure, or a timeout does not require repeating completed migration work.

Skill for Claude Code

Written for Claude Code: ${CLAUDE_PLUGIN_ROOT} variable.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

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

Good fit Resuming a previous migration, continuing after a manual notebook fix, and migrating newly added tasks while leaving completed dependency and task notebooks untouched.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add ahmedawan-oracle/claude-code-plugins
Claude Code
/plugin install oracle-ai-data-platform-workbench-databricks-migrator

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 aidp-resume-migration

README.md
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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 aidp-resume-migration

Your own site · 80×15
<a href="https://agentmods.dev/skills/ahmedawan-oracle/claude-code-plugins/aidp-resume-migration"><img src="https://agentmods.dev/badge/skills/ahmedawan-oracle/claude-code-plugins/aidp-resume-migration.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 73 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,122 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 $0.00073 $0.01122
Opus 5 $0.00036 $0.00561
Sonnet 5 $0.00015 $0.00224
Haiku 4.5 $0.00007 $0.00112

Measured 8d ago against content hash 039fa18f0045, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

aidp-resume-migration 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 8d 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/skills/aidp-resume-migration/SKILL.md · 107 lines

How it starts

The opening of the file, as written. The whole thing — 107 lines — stays where its author put it; the contents beside it link to each section on GitHub.

aidp-resume-migration — pick up where you left off

The migrator is designed to be resumable. Each successful Pass-1 dep migration is cached in two places:

  • Module-level _migration_cache dict in job_migrate.py (in-memory, per-run).
  • On-cluster os.path.exists() probe against the output path (persistent across runs).

Pass-2 task notebooks are similarly skipped if their final .ipynb already exists at <output-base>/<job>/notebooks/....

When to use

  • A prior aidp-migrate-job run was killed (Ctrl-C, cluster restart, network drop, timeout).
  • The user manually edited a specific dep / task notebook and wants to resume without re-doing the rest.
  • The user added a new task to the manifest and wants to migrate only the new task.

Default behavior (resume is automatic)

python3 ${CLAUDE_PLUGIN_ROOT}/engine/scripts/job_migrate.py \
  --manifest reports/<MyJob>_manifest.json \
  --cluster <CLUSTER_ID> \
  --aidp-base <AIDP_BASE> \
  --datalake-ocid <DATALAKE_OCID> \
  --workspace-id <WORKSPACE_UUID> \
  --output-base <output-workspace-path> \
  --oci-profile <profile>

The default flag is --skip-migrated (ON). Every notebook already at the output path is silently skipped. So a plain re-invoke after a crash IS the resume — no special flag needed.

Resuming from a specific task

If the failure was task-specific and you want to start there (skipping all earlier tasks):

python3 ${CLAUDE_PLUGIN_ROOT}/engine/scripts/job_migrate.py \
  --manifest reports/<MyJob>_manifest.json \
  --start-task <substring_of_task_key>
  # + the rest of the standard args

--start-task is a substring match on task_key. Skip every task whose key sorts before the matched task.

Resuming a single task (skip everything else)

python3 ${CLAUDE_PLUGIN_ROOT}/engine/scripts/job_migrate.py \
  --manifest reports/<MyJob>_manifest.json \
  --only-tasks "<task_key_1>,<task_key_2>"
  # + the rest

Useful when you've manually fixed one dep and want to re-run only the tasks that consume it.

Read the full file on GitHub · 107 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. 8d ago First seen · 107 lines · 73 tokens per session scan A 039fa18f0045

Subscribe to this mod's changes

aidp-resume-migration is a skill published in the GitHub repository ahmedawan-oracle/claude-code-plugins (2 stars, last pushed 1mo ago), licensed MIT. It adds 73 tokens to every session and 1,122 once invoked, about $0.0004 per session on Opus 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.

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