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.
/plugin marketplace add ahmedawan-oracle/claude-code-plugins/plugin install oracle-ai-data-platform-workbench-databricks-migratorWrote 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.
[](https://agentmods.dev/skills/ahmedawan-oracle/claude-code-plugins/aidp-resume-migration)<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/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.
<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>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00073 | $0.01122 |
| Opus 5.5 | $0.00029 | $0.00449 |
| Sonnet 5.5 | $0.00015 | $0.00224 |
| Haiku 4.5 | $0.00007 | $0.00112 |
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 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.
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_cachedict injob_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-jobrun 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.
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.
- 2mo ago First seen · 107 lines · 73 tokens per session scan A 039fa18f0045
aidp-resume-migration is a skill published in the GitHub repository ahmedawan-oracle/claude-code-plugins (4 stars, last pushed 3mo ago), licensed MIT. It adds 73 tokens to every session and 1,122 once invoked, about $0.0003 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.
aidp-resume-migration compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| aidp-resume-migrationahmedawan-oracle/claude-code-plugins | Skill | 4 | 3mo ago | MIT | A | 73 | Claude Code |
| agent-platform-model-registrygoogle/skills | Skill | 23k | today | Apache-2.0 | A | 60 | Claude Code, Codex |
| foundry-config-setupmicrosoft/agent-framework | Skill | 15k | yesterday | MIT | A | 65 | Claude Code, Codex |
| google-cloud-solution-agentic-analytics-spark-knowledge-cataloggoogle/skills | Skill | 23k | today | Apache-2.0 | A | 132 | Claude Code, Codex |
| training-checkwanshuiyin/Auto-claude-code-research-in-sleep | Skill | 19k | 2d ago | MIT | A | 35 | Claude Code |
| nemo-automodel-launcher-configNVIDIA/skills | Skill | 3.9k | yesterday | Apache-2.0 | A | 30 | Claude Code |
| finetuningmicrosoft/skills | Skill | 3.2k | yesterday | MIT | A | 132 | Claude Code |