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Knowledge Base For Startups

  • 38 installs
  • 15 repo stars
  • Updated August 4, 2026
  • awslabs/startups

Knowledge-base-for-startups is a Claude Code skill that provides a searchable reference library of AWS Startups and AWS Activate program material, including credits tiers, FAQs, and hundreds of learn articles.

About

Knowledge-base-for-startups is a reference library of AWS Startups and AWS Activate program material. It bundles the Activate credits tiers, the Startups FAQ, event listings, and a searchable index of hundreds of learn articles and case studies across genAI, architecture, cost optimization, and business growth. A developer uses it to answer questions about credits, program eligibility, and startup-focused AWS guidance.

  • Indexes AWS Startups and Activate program info: credits tiers, FAQ, events
  • Searchable index of hundreds of AWS Startups learn articles and case studies
  • Covers credits (up to $200,000 Activate), fundraising, and architecture guidance

Knowledge Base For Startups by the numbers

  • 38 all-time installs (skills.sh)
  • Ranked #765 of 1,039 Cloud & Infrastructure skills by installs in the Skillselion catalog
  • Data as of Aug 5, 2026 (Skillselion catalog sync)
At a glance

knowledge-base-for-startups capabilities & compatibility

Free reference material; no API key or AWS account required to read it.

Capabilities
research
Works with
aws
Use cases
research
Pricing
Free
From the docs

What knowledge-base-for-startups says it does

Apply for up to $200,000 in AWS Activate Credits, with additional credits available for AI startups ready to scale.
references/credits.md
Searchable index of hundreds of learn articles from aws.amazon.com/startups/learn, organized by category.
references/learn.md
npx skills add https://github.com/awslabs/startups --skill knowledge-base-for-startups

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Listed on Skillselion
Installs38
repo stars15
Last updatedAugust 4, 2026
Repositoryawslabs/startups

What it does

Look up AWS Startups and Activate program details: credits tiers, eligibility, events, and startup learn articles.

Who is it for?

Founders and developers researching AWS Activate credits, program eligibility, and startup-focused AWS resources.

Skip if: Implementing architecture or writing code; this is reference material, not an executable workflow.

When should I use this skill?

The user asks about AWS Activate credits, startup program eligibility, or wants curated AWS Startups learn content.

What you get

Fast answers on Activate credits, eligibility, and links to relevant AWS Startups learn articles and case studies.

  • Activate credits and eligibility answers
  • Links to AWS Startups learn articles and case studies

By the numbers

  • Up to $200,000 in AWS Activate Credits
  • 56 genAI learn articles indexed
  • Join 350,000+ startups building on AWS

Files

references/build.mdMarkdownGitHub ↗

Startup Build Solutions

Searchable index of sample architectures and solution guides for startups building on AWS. Each detail file has an Overview, AWS services used, a metadata chip set (deployment method / estimated time / cost calculator), and a primary Get-Started link — typically an AWS Workshop or a GitHub sample repo.

Use the Keywords column to filter by category (GenAI, Container, Analytics, Security, Operation) or AWS service.

Publicly-viewable solutions

SolutionSummaryKeywords
Claude Code with Amazon BedrockGuides for using Claude Code with Amazon BedrockGenAI, Amazon Bedrock
Build with Amazon EKSHands-on workshops for Amazon EKSContainer, Amazon EKS
RAG with S3 VectorsExamples of using S3 Vectors for RAG ArchitectureGenAI, RAG, Amazon S3, Amazon Bedrock
AWS Database CookbookCookbook for seamlessly deploying relational databases on AWS, from fundamentals to GenAI implementationAmazon Aurora, Amazon RDS, AWS Lambda, Amazon API Gateway, Amazon Cognito, AWS Identity and Access Management, AWS Amplify, Amazon S3, AWS CloudFormation
Build Cost-Effective Data PlatformBuild a cost-effective data platform using Amazon Athena and dbtAnalytics, Amazon Athena, AWS Glue, Amazon QuickSight
AWS Security Check using Amazon Q Developer CLIAssess and strengthen AWS account security with Amazon Q Developer CLISecurity, Amazon Q Developer CLI
Build zero-ETL IntegrationsExamples illustrating how to build zero-ETL integrationsAnalytics, Amazon RDS, Amazon Redshift
Build AI AgentExamples illustrating how to build AI agents with StrandsGenAI, Amazon Bedrock, Strands Agents
Implement Observability on AWSGuide for implementing observability on AWSOperation, Amazon CloudWatch, AWS X-Ray, Amazon Bedrock
Build MCP Server and ClientSample solution for building an MCP server and client on AWSGenAI, MCP, Amazon Bedrock
Build Data Analytics using Amazon DMSSample architecture for building data analytics using Amazon DMSAnalytics, Amazon DMS, Amazon OpenSearch Service
RAG with Amazon Bedrock Knowledge BasesSample architecture to build a RAG chatbot using Amazon Bedrock Knowledge BasesGenAI, RAG, Amazon Bedrock
Create Web Analytics (Iceberg on AWS)Collect web logs with API Gateway and store them in S3 through Amazon KinesisAnalytics, AWS Amplify, Amazon API Gateway, Amazon S3, Amazon Kinesis, Apache Iceberg
Host Gen AI-powered RFP AssistantCode and infrastructure for a Generative AI–powered Request for Proposal (RFP) assistant using Amazon Bedrock and AWS CDKGenAI, Amazon Bedrock, AWS CDK, RFP

Sign-in required

These Build solutions exist on the live site but their detail pages require an AWS Activate sign-in. Tell the customer: "_There's a Build sample that might be useful — please sign in to view it._" Point them at the live URL below.

SolutionSummaryKeywords
Build Gen AI Application with MongoDB (Partner Solution)Reference architecture for a production-ready Generative AI application using MongoDB Atlas, Amazon Bedrock, LangChain, and StreamlitGenAI, Amazon Bedrock, MongoDB Atlas, LangChain, Streamlit
Build with Amazon Bedrock (AWS Solution)Hands-on experience with foundation models — composing emails, summarizing text, answering questions, building chatbots, creating images, and generating codeGenAI, Amazon Bedrock, LangChain, FAISS
Build Generative AI ApplicationExamples illustrating how to create your own Gen AI solutionsGenAI, Generative AI
Create Internal MicroservicesSample solutions to build applications using microservice patternsMicroservices
Event-Driven ApplicationsSample solutions to build event-driven, serverless applicationsServerless, Event-Driven
Build Automation with Machine LearningExamples illustrating how to build automated machine learning solutions using AWS AI servicesMachine Learning
Analyze Data via a Data LakeSample solution for deploying a data lake infrastructure on AWS using CDK PipelinesData Lake, AWS CDK
Semantic Search on AWSSet up AWS infrastructure to perform semantic search and question answering on documents with MLMachine Learning, Semantic Search

Related skills

FAQ

How many credits can a startup get?

The docs cite up to $100,000 on the Startups home and up to $200,000 in AWS Activate Credits on the credits page, with tiers by funding stage.

What is AWS Activate?

AWS Activate is AWS's flagship startup program providing cloud credits, technical support, and business mentorship, free to join.

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