aws-startup-advisor
Personalized architecture, cost, security, and migration guidance for startups. From day-one account setup and security baselines to product
Open source Open in the app JSON README (API)
About
Personalized architecture, cost, security, and migration guidance for startups. From day-one account setup and security baselines to production-ready infrastructure, cost optimization, and beyond. Includes AWS Activate Credits eligibility, 60+ exclusive startup offers, and multi-account multi-region support. Built on expertise from AWS Startup Solutions Architects and patterns from 350,000+ startups.
Details
- Kind
- Plugins
- Topic
- Cloud & DevOps
- Publisher
- awslabs
- Origin
- marketplace
- Category
- ferramentas
- Stars
- 17
- Forks
- 29
- Open pull requests
- 21
- Last push
- 2026-09-03T21:43:46Z
- Repository state
- ativo
- Language
- Python
- License
- Apache-2.0
- Added
- 2026-08-30 01:48:58
- Updated
- 2026-09-11 22:03:19
- Origin id
awslabs/startups/aws-startup-advisor
README
# AWS Startups
AI agent plugins, tools, and resources for startup builders on AWS.
## Plugins
| Plugin | Description | Status |
| ---------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | --------- |
| **[aws-startup-advisor](advisor/)** | Startup-focused build + migrate guidance built on patterns from 350,000+ startups: AWS Activate credits & offers, a knowledge base (sample architectures, learn articles), a copy-paste prompt library, stage-aware architecture advice, and interactive scaffolding — plus the full migration toolkit (gcp-to-aws, heroku-to-aws, llm-to-bedrock, agent-advisor, tf-best-practices) | Available |
| **[migration-to-aws](migrate/)** | Assess, plan & execute: migrate GCP/Heroku infrastructure and AI workloads to AWS (discovery, architecture mapping, cost analysis, Terraform), rewrite LLM SDK calls to Amazon Bedrock, and select an AWS runtime + build a POC for AI agents. Bundles the gcp-to-aws, heroku-to-aws, llm-to-bedrock, and agent-advisor skills | Available |
| **[aws-startups-solution-architecture](solution-architecture/)** | Technical AWS solutions for the problems startups get stuck on: multi-tenant SaaS isolation enforced in IAM rather than application code, and running a judgment agent such as an LLM reviewer inside a CI path. Draws general-purpose AWS service depth from Agent Toolkit for AWS as an upstream dependency | Available |
## Installation
### Claude Code
```bash
# Add the marketplace
/plugin marketplace add awslabs/startups
# Install plugins
/plugin install migration-to-aws@claude-plugins-official
/plugin install aws-startup-advisor@claude-plugins-official
```
### Codex
```bash
codex plugin marketplace add awslabs/startups
codex plugin install migration-to-aws@claude-plugins-official
codex plugin install aws-startup-advisor@claude-plugins-official
```
### Cursor
> **Coming soon** — Plugins are not yet published on the Cursor Marketplace.
## How the migration-to-aws skills work together
`migration-to-aws` is a single plugin bundling four skills that cover assessment, execution, and agent runtime decisions:
- **gcp-to-aws / heroku-to-aws** — assess and plan a platform migration: scan infrastructure (Terraform, billing, source code), map services to AWS equivalents, estimate costs, and generate validated Terraform and migration scripts.
- **llm-to-bedrock** — execute an AI/LLM migration: rewrite your SDK calls to Amazon Bedrock's Converse API, run quality evaluation against a golden dataset, and deliver the changes on a ready-to-merge git branch. (On platforms without subagent dispatch it runs inline — slower, but fully functional.) The migration skills delegate the AI-execution step here.
- **agent-advisor** — decide how and where to run AI agents on AWS: deterministic runtime scoring (AgentCore / ECS / EKS / Lambda / Batch / MicroVMs), multi-workload decomposition into units, Temporal worker handling, and a layered recommendation → migration plan → deployable POC.
```
migration-to-aws (one plugin, four skills)
gcp-to-aws ─┐
├─▶ assess & plan ──▶ llm-to-bedrock ──▶ rewrite · evaluate · branch
heroku-to-aws ┘ (Terraform, (AI/LLM execution)
cost, scripts)
agent-advisor ──▶ score runtime ──▶ recommendation · plan · POC
(how/where to run agents on AWS)
```
## Repository Structure
Each top-level folder is owned by a team and contains their plugins, tools, or resources:
```
awslabs/startups/
├── .claude-plugin/marketplace.json # Plugin marketplace (lists all plugins)
├── advisor/ # AWS Startup Advisor plugin
│ └── plugins/
│ └── aws-startup-advisor/ # Architecture, cost, security & migration
│ # skills: architect-for-startups,
│ # knowledge-base-for-startups,
│ # start-building-for-startups,
│ # prompt-library-for-startups,
│ # migration-to-aws
├── migrate/ # Migration tools and plugins
│ └── plugins/
│ └── migration-to-aws/ # Assess, plan, execute + agent runtime advisor
│ # skills: gcp-to-aws, heroku-to-aws,
│ # llm-to-bedrock, agent-advisor
├── solution-architecture/ # Solution Architecture plugins
│ └── plugins/
│ └── aws-startups-solution-architecture/
│ # skills: multi-tenant-isolation,
│ # agentcore-patterns
│ # deps: aws-core, aws-agents (Agent Toolkit for AWS)
└── ... # Future team folders
```
## Adding a Plugin
To add a new plugin to the marketplace:
1. Create your plugin under your team's folder (e.g., `migrate/plugins/my-plugin/`)
1. Include a `.claude-plugin/plugin.json` manifest in your plugin directory
1. Add an entry to the root `.claude-plugin/marketplace.json`:
```json
{
"name": "my-plugin",
"source": "./my-team-folder/plugins/my-plugin",
"version": "1.0.0",
"description": "What your plugin does"
}
```
1. Submit a PR — requires approval from `@awslabs/startups-admins` (for marketplace changes) and your team's CODEOWNERS (for plugin content)
## Contributing
See [CONTRIBUTING.md](CONTRIBUTING.md) for contribution guidelines, the first-time publishing process, and documentation requirements.
## Security
See [CONTRIBUTING](CONTRIBUTING.md#security-issue-notifications) for security issue notifications.
## License
This project is licensed under the Apache-2.0 License. See [LICENSE](LICENSE) for details.