glue-09-10-migration

glue-09-10-migration is a skill for Claude Code from aws-samples/aws-glue-samples. It costs 185 tokens per session (2,728 once invoked), scanned A, original, MIT-0.

A workflow for upgrading an AWS Glue data-processing job from Glue 0.9 or 1.0 to Glue 4.0. AWS Glue runs jobs that extract, transform, and load data in the cloud.

In plain words
What is it for?
Use it to test an old Glue job on Glue 4.0, diagnose known compatibility problems, and update the job code or settings.
Why use it?
It helps find failures caused by changes between Glue versions instead of relying on guesswork. It applies fixes and retries the job until it succeeds or the allowed attempts run out.

Skill for Claude Code ✓ vendor

Written for Claude Code: argument-hint in frontmatter.

Good fit Use it to test an old Glue job on Glue 4.0, diagnose known compatibility problems, and update the job code or settings.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/aws-samples/aws-glue-samples/glue-v09-v1-migration
About the project

aws-samples/aws-glue-samples is a collection of example code for AWS Glue, a serverless service that discovers, prepares, moves, and combines data from different sources. It helps developers learn AWS Glue workflows for analytics, machine learning, and application development. The catalogue skills are related add-ons for working with this service.

aws-samples/aws-glue-samples · 1,540 stars · on GitHub

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.

Any agent
npx skills add aws-samples/aws-glue-samples --skill glue-v09-v1-migration
Clone the repo
git clone --depth 1 https://github.com/aws-samples/aws-glue-samples

Made for: Claude Code.

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 glue-09-10-migration

README.md
[![agentmods](https://agentmods.dev/badge/skills/aws-samples/aws-glue-samples/glue-v09-v1-migration/github.svg)](https://agentmods.dev/skills/aws-samples/aws-glue-samples/glue-v09-v1-migration)
Your own site
<a href="https://agentmods.dev/skills/aws-samples/aws-glue-samples/glue-v09-v1-migration"><img src="https://agentmods.dev/badge/skills/aws-samples/aws-glue-samples/glue-v09-v1-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.

agentmods 80×15 button for glue-09-10-migration

Your own site · 80×15
<a href="https://agentmods.dev/skills/aws-samples/aws-glue-samples/glue-v09-v1-migration"><img src="https://agentmods.dev/badge/skills/aws-samples/aws-glue-samples/glue-v09-v1-migration.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 185 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,728 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Excessive Agency · line 3
    Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
    Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
How audits are shown
Origin unknown 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 $0.00185 $0.02728
Opus 5.5 $0.00074 $0.01091
Sonnet 5.5 $0.00037 $0.00546
Haiku 4.5 $0.00018 $0.00273

Measured 2mo ago against content hash bfe248a63792, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

glue-09-10-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.

utilities/skills/glue-v09-v1-migration/SKILL.md · 149 lines

The source is not reproduced here

Licensed MIT-0

The repository is licensed MIT-0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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 · 149 lines · 185 tokens per session scan A bfe248a63792

Subscribe to this mod's changes

glue-09-10-migration is a skill published in the GitHub repository aws-samples/aws-glue-samples (1,540 stars, last pushed yesterday), licensed MIT-0. It adds 185 tokens to every session and 2,728 once invoked, about $0.0007 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 2026-08-30.

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google-cloud-solution-guided-gke-ai-migrationgoogle/skillsSkill22kyesterdayApache-2.0A157Claude Code, Codex
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