Official AWS Startups repository that hosts plugins, skills, tools and resources to support startup builders on AWS
Install
npx skills add awslabs/startupsgh skill install awslabs/startupsgit clone --depth 1 https://github.com/awslabs/startupsSkills in this collection
- Agent AdvisorAWSOfficialUnified entry point for AI-agent work on AWS: evaluate and pick a runtime, generate a full migration plan (for existing workloads), and build an executable POC — all in one flow. Triggers on: which runtime for my agent, AgentCore vs ECS vs EKS vs Lambda, AgentCore vs Lambda MicroVMs, deploy an AI agent on AWS, agent architecture on AWS, I have an agent idea what do I build, move my agents to…
- Agentcore PatternsAWSOfficialThis skill should be used when an automated agent's output is published under its own identity and carries weight in someone else's work, such as a reviewer whose verdict lands on a pull request, and the open question is how much authority it has actually earned.
- Architect For StartupsAWSOfficialStartup-tailored AWS architecture advice that adjusts recommendations to the company's stage (pre-revenue through Series B+), team size, runway, and available credits. Use when a founder wants guidance or a recommendation rather than code changes: which services to choose, how to plan or review an architecture, how to stretch credits and control cost, or how to prepare architecture for a…
- Azure To AWSAWSOfficialMigrate workloads from Microsoft Azure to AWS. Triggers on: migrate from Azure, Azure to AWS, move off Azure, migrate Azure app to AWS, migrate AKS to EKS, migrate App Service to AWS, migrate App Service to Elastic Beanstalk, migrate Azure VMs to EC2, migrate Azure SQL to RDS, migrate Azure Database for PostgreSQL to RDS, migrate Azure Database for MySQL to RDS, migrate Cosmos DB to DynamoDB…
- Cost Regression CheckAWSOfficialThis skill should be used when a company that pays its own AWS bill from a fixed monthly ceiling, often funded by credits, asks what a pull request or other infrastructure-as-code change (Terraform, AWS CDK, or AWS CloudFormation) will add to that bill before apply, or wants that cost reported on every pull request, including through Infracost or another estimator in CI.
- Gcp To AWSAWSOfficialMigrate workloads from Google Cloud Platform to AWS — including AI and agentic workloads regardless of cloud provider. Triggers on: migrate from GCP, GCP to AWS, move off Google Cloud, migrate Terraform to AWS, migrate Cloud SQL to RDS, migrate GKE to EKS, migrate Cloud Run to Fargate, migrate App Engine to Elastic Beanstalk, Google Cloud migration, migrate from OpenAI to Bedrock, move off…
- Heroku To AWSAWSOfficialMigrate workloads from Heroku to AWS. Triggers on: migrate from Heroku, Heroku to AWS, move off Heroku, migrate Heroku app, migrate Heroku Postgres to RDS, migrate Heroku Redis to ElastiCache, migrate Heroku Kafka to MSK, migrate dynos to Elastic Beanstalk, migrate dynos to Fargate, Heroku migration, move from Heroku to AWS, migrate Heroku Private Space, Heroku to Elastic Beanstalk, Heroku to…
- Llm To BedrockAWSOfficialUse when the user wants to migrate code that calls OpenAI, Gemini/Google AI, or the Anthropic API to Amazon Bedrock — a pure model/SDK rewrite. End-to-end: assesses the codebase, then rewrites SDK calls, evaluates output quality against Bedrock, and delivers a ready-to-merge git branch.
- Multi Tenant IsolationAWSOfficialThis skill should be used when designing or fixing tenant isolation for a multi-tenant SaaS on AWS, where a team with no dedicated security engineer must make a cross-tenant leak structurally impossible rather than a code-review responsibility.
- Self Hosted Llm Batch InferenceAWSOfficialThis skill should be used when a startup without a dedicated ML platform team needs recurring, latency-tolerant offline inference for a self-hosted 1B to 8B generative language model on AWS while minimizing GPU spend and recovering automatically from Spot interruption.