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.
Install
With your agent
Install OMGSkills skill "awslabs/startups:advisor/plugins/aws-startup-advisor/skills/prompt-library-for-startups" into this agent's normal skills directory: call the OMGSkills MCP get_install_plan tool for your agent and run the script it returns (it installs only the pinned commit and verifies SKILL.md), and stop if MCP or the pin is unavailable. Do not overwrite or change existing skills without asking me.
Manual command
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-startupsFrom 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.
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