{
  "markdown": "# AWS Startups\n\nAI agent plugins, tools, and resources for startup builders on AWS.\n\n## Plugins\n\n| Plugin                                                           | Description                                                                                                                                                                                                                                                                                                                                                                          | Status    |\n| ---------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | --------- |\n| **[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 |\n| **[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 |\n| **[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 |\n\n## Installation\n\n### Claude Code\n\n```bash\n# Add the marketplace\n/plugin marketplace add awslabs/startups\n\n# Install plugins\n/plugin install migration-to-aws@claude-plugins-official\n/plugin install aws-startup-advisor@claude-plugins-official\n```\n\n### Codex\n\n```bash\ncodex plugin marketplace add awslabs/startups\n\ncodex plugin install migration-to-aws@claude-plugins-official\ncodex plugin install aws-startup-advisor@claude-plugins-official\n```\n\n### Cursor\n\n> **Coming soon** — Plugins are not yet published on the Cursor Marketplace.\n\n## How the migration-to-aws skills work together\n\n`migration-to-aws` is a single plugin bundling four skills that cover assessment, execution, and agent runtime decisions:\n\n- **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.\n- **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.\n- **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.\n\n```\nmigration-to-aws (one plugin, four skills)\n\n  gcp-to-aws ─┐\n              ├─▶ assess & plan ──▶ llm-to-bedrock ──▶ rewrite · evaluate · branch\n  heroku-to-aws ┘   (Terraform,       (AI/LLM execution)\n                     cost, scripts)\n\n  agent-advisor ──▶ score runtime ──▶ recommendation · plan · POC\n                    (how/where to run agents on AWS)\n```\n\n## Repository Structure\n\nEach top-level folder is owned by a team and contains their plugins, tools, or resources:\n\n```\nawslabs/startups/\n├── .claude-plugin/marketplace.json   # Plugin marketplace (lists all plugins)\n├── advisor/                           # AWS Startup Advisor plugin\n│   └── plugins/\n│       └── aws-startup-advisor/       # Architecture, cost, security & migration\n│                                      #   skills: architect-for-startups,\n│                                      #           knowledge-base-for-startups,\n│                                      #           start-building-for-startups,\n│                                      #           prompt-library-for-startups,\n│                                      #           migration-to-aws\n├── migrate/                          # Migration tools and plugins\n│   └── plugins/\n│       └── migration-to-aws/         # Assess, plan, execute + agent runtime advisor\n│                                      #   skills: gcp-to-aws, heroku-to-aws,\n│                                      #           llm-to-bedrock, agent-advisor\n├── solution-architecture/            # Solution Architecture plugins\n│   └── plugins/\n│       └── aws-startups-solution-architecture/\n│                                      #   skills: multi-tenant-isolation,\n│                                      #           agentcore-patterns\n│                                      #   deps: aws-core, aws-agents (Agent Toolkit for AWS)\n└── ...                               # Future team folders\n```\n\n## Adding a Plugin\n\nTo add a new plugin to the marketplace:\n\n1. Create your plugin under your team's folder (e.g., `migrate/plugins/my-plugin/`)\n1. Include a `.claude-plugin/plugin.json` manifest in your plugin directory\n1. Add an entry to the root `.claude-plugin/marketplace.json`:\n\n```json\n{\n  \"name\": \"my-plugin\",\n  \"source\": \"./my-team-folder/plugins/my-plugin\",\n  \"version\": \"1.0.0\",\n  \"description\": \"What your plugin does\"\n}\n```\n\n1. Submit a PR — requires approval from `@awslabs/startups-admins` (for marketplace changes) and your team's CODEOWNERS (for plugin content)\n\n## Contributing\n\nSee [CONTRIBUTING.md](CONTRIBUTING.md) for contribution guidelines, the first-time publishing process, and documentation requirements.\n\n## Security\n\nSee [CONTRIBUTING](CONTRIBUTING.md#security-issue-notifications) for security issue notifications.\n\n## License\n\nThis project is licensed under the Apache-2.0 License. See [LICENSE](LICENSE) for details.\n",
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