# prompt-library-for-startups

> Claude/Codex skill by [@awslabs](https://omgskills.com/library/awslabs/index.md) · 24 stars · Updated 2026-10-22

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.

## Install

```sh
git clone https://github.com/awslabs/startups /tmp/startups && ln -s /tmp/startups/advisor/plugins/aws-startup-advisor/skills/prompt-library-for-startups ~/.claude/skills/prompt-library-for-startups
```

## From README

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. Last updated: 2026-09-24 --- Where to start Open 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/ .md. Each detail file carries the full verbatim System Prompt plus a How to use? section where available. The index has three sections: Prompts — searchable index — copy-paste prompts. Downloadable agents — installable agents that clone from a GitHub repo. Frequently Asked Questions — guidance on writing a good prompt, costs, safety, no-technical-background , monitoring.

## Links

- HTML page: https://omgskills.com/library/awslabs/startups/advisor/plugins/aws-startup-advisor/skills/prompt-library-for-startups/
- GitHub: https://github.com/awslabs/startups
- Author: [@awslabs](https://omgskills.com/library/awslabs/index.md)

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