Individual skill
prompt-library-for-startups
AWS-curated copy-paste prompts for AI coding agents (MVP scaffolding, RAG chatbot with Claude on Bedrock, security baseline evaluation, cost anomaly detection, GPU quota requests, EKS deployment, Well-Architected review, etc.) plus downloadable installable agents (Multi-Account Transition Advisor, Bill Shock Preventer, Service Quota Agent, Bedrock Model Availability Agent, AWS DB Advisor). Use when the user asks for a prompt to do X on AWS, wants an installable agent for multi-account / cost monitoring / quota management / Bedrock model availability / database selection, or asks how to use AWS prompts. For migration intent (GCP to AWS, Azure to AWS, OpenAI/Gemini to Bedrock), route to the migration skills in this plugin (`gcp-to-aws`, `azure-to-aws`, `heroku-to-aws`, `llm-to-bedrock`). Do not use for: factual AWS Activate / programs / credits questions, learn articles, sample architectures, or for prompts that are not in the bundled `references/prompt-library/` tree.
plugins/aws-startup-advisor/skills/prompt-library-for-startups/SKILL.md
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- Nov 7, 2026
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SKILL.mdcore · 11,714 bytesSKILL.mdcore · 11,714 bytesSKILL.mdcore · 11,714 bytesSKILL.mdcore · 11,714 bytesreferences/prompt-library.mddoc · 27,867 bytesreferences/prompt-library/ai-support-ticket-triage-and-routing-assistant.mddoc · 5,421 bytesreferences/prompt-library/aws-architecture-assessment-with-mcp-integration.mddoc · 23,233 bytesreferences/prompt-library/aws-cdk-typescript-pipeline-generator.mddoc · 3,223 bytesreferences/prompt-library/aws-ecs-express-deployment-assistant.mddoc · 4,620 bytesreferences/prompt-library/aws-guardduty.mddoc · 4,246 bytesreferences/prompt-library/aws-security-baseline-terraform-deployment-kit.mddoc · 3,900 bytesreferences/prompt-library/awsome-mvp-builder.mddoc · 5,464 bytesreferences/prompt-library/bedrock-quota-manager.mddoc · 24,783 bytesreferences/prompt-library/container-orchestration.mddoc · 3,839 bytesreferences/prompt-library/cost-anomaly-detection.mddoc · 21,800 bytesreferences/prompt-library/cost-optimized-eks-with-spot-instances.mddoc · 2,477 bytesreferences/prompt-library/day-one-aws-foundation-setup.mddoc · 5,516 bytesreferences/prompt-library/deploy-github-repo.mddoc · 3,844 bytesreferences/prompt-library/elasticsearch-to-opensearch-migration.mddoc · 13,686 bytesreferences/prompt-library/full-aws-deployment-agent.mddoc · 4,761 bytesreferences/prompt-library/gpu-instance-quota-assistant.mddoc · 16,941 bytesreferences/prompt-library/kiro-project-init.mddoc · 23,604 bytesreferences/prompt-library/local-code-to-cloud.mddoc · 3,452 bytesreferences/prompt-library/multi-region-assessment.mddoc · 50,496 bytesreferences/prompt-library/mvsp.mddoc · 13,196 bytesreferences/prompt-library/open-source-llm-inference.mddoc · 10,951 bytesreferences/prompt-library/openapi-to-agentcore-gateway-deployment.mddoc · 10,976 bytesreferences/prompt-library/opensearch-cluster-operational-review.mddoc · 3,169 bytesreferences/prompt-library/rag-chatbot-with-claude.mddoc · 2,924 bytesreferences/prompt-library/resiliency-baseline-evaluation.mddoc · 29,633 bytesreferences/prompt-library/security-baseline-evaluation.mddoc · 30,095 bytesreferences/prompt-library/startup-landing-page-deployment.mddoc · 4,052 bytesreferences/prompt-library/startup-pitch.mddoc · 2,698 bytesreferences/prompt-library/well-architecture-review.mddoc · 4,797 bytes
Read excerpt
# AWS Startups Prompt & Agent Library
Searchable index of AWS-curated prompts for AI coding tools (Kiro, Claude Code, Cursor, etc.) plus downloadable installable agents. Content is verbatim from [aws.amazon.com/startups/prompt-library](https://aws.amazon.com/startups/prompt-library).
**Last updated:** 2026-09-24
---
## Where to start
Open [`references/prompt-library.md`](references/prompt-library.md) — it's the index. Filter by the **Keywords** column (e.g., `RAG`, `Security & Compliance`, `Cost Optimization`, `EKS`, `Beginner`, `Bedrock`), then open the linked detail file under `references/prompt-library/<slug>.md`. Each detail file carries the full verbatim **System Prompt** plus a **How to use?** section where available.
The index has three sections: