migration to aws — Agent Skill
by awslabs · Updated
Plan a migration from Google Cloud Platform (and OpenAI/Gemini AI workloads) to AWS. Analyzes your Infrastructure-as-Code files, app code, and GCP billing data to discover resources, design an AWS architecture, estimate costs, and generate migration artifacts — including AI-provider mapping to Amazon Bedrock. Processi…
At a glance
migration-to-aws is an Agent Skill by awslabs in the Design & Creative category. In Claude Code it installs with `/plugin install migration-to-aws@claude-plugins-official` after adding the anthropics/claude-plugins-official marketplace; other assistants use its SKILL.md instructions as rules. Its source repository has 25 GitHub stars (as of Oct 28, 2026).
How to install migration to aws in your AI client
Setup for Claude Code, Claude Desktop, Cursor, Codex, Windsurf, Cline and VS Code — copy-paste ready.
How to install migration to aws in Claude CodeAnthropic's agentic CLI
Add the marketplace
claude/plugin marketplace add anthropics/claude-plugins-officialInstall the skill
claude/plugin install migration-to-aws@claude-plugins-officialUse it
These are slash commands for a Claude Code session, not your shell. Claude auto-invokes the skill when your request matches its description — or type its slash command if it exposes one.
How to install migration to aws in Claude DesktopDesktop app (MCP config)
Clone the source
bashgit clone https://github.com/awslabs/startups.gitFind the skill
It lives in startups/migrate/plugins/migration-to-aws — that folder contains the SKILL.md.
Add the SKILL.md to your Skills folder
Settings → Capabilities → Skills → add the folder containing SKILL.md. Claude picks it up automatically.
How to install migration to aws in CursorAI-first code editor
Clone the source
bashgit clone https://github.com/awslabs/startups.gitFind the skill
It lives in startups/migrate/plugins/migration-to-aws — that folder contains the SKILL.md.
Convert to a Cursor rule
Create .cursor/rules/migration-to-aws.mdc and paste the SKILL.md body. Set `alwaysApply` or a glob so the Agent loads it in context.
How to install migration to aws in Codex CLIOpenAI coding agent
Clone the source
bashgit clone https://github.com/awslabs/startups.gitFind the skill
It lives in startups/migrate/plugins/migration-to-aws — that folder contains the SKILL.md.
Reference in AGENTS.md
Add the skill's instructions (or a link) to AGENTS.md at your repo root — Codex reads it on every run.
How to install migration to aws in WindsurfCodeium's agentic IDE
Clone the source
bashgit clone https://github.com/awslabs/startups.gitFind the skill
It lives in startups/migrate/plugins/migration-to-aws — that folder contains the SKILL.md.
Add to your rules / context
Paste the SKILL.md instructions into this tool's custom rules or workspace instructions so the agent follows them.
How to install migration to aws in ClineVS Code autonomous agent
Clone the source
bashgit clone https://github.com/awslabs/startups.gitFind the skill
It lives in startups/migrate/plugins/migration-to-aws — that folder contains the SKILL.md.
Add to your rules / context
Paste the SKILL.md instructions into this tool's custom rules or workspace instructions so the agent follows them.
How to install migration to aws in VS CodeCopilot / MCP support
Clone the source
bashgit clone https://github.com/awslabs/startups.gitFind the skill
It lives in startups/migrate/plugins/migration-to-aws — that folder contains the SKILL.md.
Add to your rules / context
Paste the SKILL.md instructions into this tool's custom rules or workspace instructions so the agent follows them.
Documentation
Full READMEAgent Skills for AWS Migration
[!IMPORTANT] This plugin has moved and was folded into another plugin. Its skills now ship inside **`aws-startup-advisor`** in aws/agent-toolkit-for-aws. There is no migration-to-aws plugin in the Agent Toolkit — install aws-startup-advisor and you get all of these skills. migration-to-aws is no longer maintained here and receives no further updates of any kind — no new features, no fixes. ``bash /plugin marketplace add aws/agent-toolkit-for-aws /plugin install aws-startup-advisor@agent-toolkit-for-aws `` Every install command in the Installation section below points at this unmaintained copy. See the repository README for the full mapping.
AI agent skills for migrating workloads to AWS, built for Claude Code, Codex, and Cursor.
What This Does
Point this plugin at your Heroku account (via your authenticated Heroku CLI, read-only and consent-gated), your Terraform files, application code, or billing data. It runs a structured 6-phase assessment — discovering what you have, asking the right questions, designing the AWS architecture, estimating costs with real pricing data, and generating runnable migration artifacts.
Supported migration sources:
- GCP → AWS — Cloud Run, Cloud SQL, GKE, Cloud Functions, Pub/Sub, Cloud Storage, VPC, and AI/agentic workloads
- Heroku → AWS — Dynos, Postgres, Redis, Kafka, Private Spaces, Pipelines, and 13+ common add-ons
For infrastructure migrations:
- Maps your resources to AWS equivalents — Cloud Run → Fargate, Cloud SQL → RDS or Aurora, Dynos → Elastic Beanstalk, Heroku Postgres → RDS/Aurora, and more
- Generates production-ready Terraform —
vpc.tf,compute.tf,database.tf,security.tf,baseline.tfwith account-wide security controls (GuardDuty, CloudTrail, IMDSv2, ECR scanning), and a fullterraform/README.md - Selects the right database migration tool — pg_dump for small databases, pgcopydb for parallel copy at scale, AWS DMS for zero-downtime migrations — based on your actual database size
- Produces numbered migration scripts — prerequisites validation, data migration, container image migration, secrets migration, and post-migration validation
- Estimates costs across three tiers — Premium, Balanced, and Optimized — using real-time AWS pricing, compared against your current spend
For AI and agentic migrations:
- Detects your entire AI stack — not just "you use GPT-4o" but your agents, tools, orchestration patterns, memory layers, and multi-model pipelines
- Recommends three migration paths for agentic workloads: retarget (keep your framework, swap models), AgentCore Harness (config-based managed agents), or Strands Agents (AWS-native multi-agent SDK)
- Gives honest pricing comparisons — finds the best Bedrock option for your workload with current pricing data, including side-by-side cost comparisons against your existing OpenAI/Gemini spend
- Generates runnable AI artifacts —
harness.json, provider adapters, deployment scripts, incremental migration scripts — tailored to your specific models, tools, and architecture
What You Get That a Base LLM Can't Give You
Infrastructure:
| Capability | Base LLM | This Plugin | | -------------------------- | --------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | Terraform generation | Generic templates | Your actual config translated — instance classes, storage sizes, region, VPC CIDRs, security groups | | Security baseline | Not included | baseline.tf always emitted by both gcp-to-aws and heroku-to-aws Generate: GuardDuty, CloudTrail, IMDSv2, EBS encryption, budget alerts; ECR scan-on-push where ECR repositories are generated | | Database migration tooling | "Use DMS" | Selects pg_dump / pgcopydb / DMS based on your actual database size; generates the right script | | Cost estimation | Stale guesses | Three-tier pricing (Premium/Balanced/Optimized) using live AWS Pricing API, compared to your current bill | | Migration plan | Generic checklist | Phased timeline with Go/No-Go gates, rollback procedures, and data integrity checks | | Migration report | Generic summary or missing detail | migration-report.html with cost tiers, security baseline (GuardDuty, etc.), combined TCO, and appendices — validated for structural completeness |
Excerpt — the full document is on GitHub.
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