agentmods.dev

aws-startup-advisor

An AWS guidance add-on for startup teams planning, building, securing, pricing, or moving applications to Amazon Web Services (AWS), a cloud platform. It also covers moving AI applications from other providers to Amazon Bedrock, AWS’s service for using foundation models.

In plain words
What is it for?
Use it to plan AWS infrastructure, estimate costs, improve security, move workloads from Google Cloud or Heroku, and adapt AI SDKs or agent systems to AWS services.
Why use it?
It helps teams make cloud and AI migration decisions without having to piece together architecture, security, cost, and account-setup advice themselves.

Plugin for Claude Code

16 today A scan tokens not measured original Apache-2.0
View the source file awslabs/startups
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Claude Code
/plugin marketplace add awslabs/startups
agentmods
npx agentmods add plugins/awslabs/startups/aws-startup-advisor
Clone the repo
git clone --depth 1 https://github.com/awslabs/startups

Made for: Claude Code.

Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

aws-startup-advisor scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

advisor/plugins/aws-startup-advisor/.claude-plugin/plugin.json · 77 lines

What it actually says

{
  "name": "aws-startup-advisor",
  "displayName": "AWS Startup Advisor",
  "version": "2.0.0",
  "description": "Personalized AWS guidance built on patterns from 350,000+ startups—architecture, cost, security, and migration, from day-one account setup to production-ready infrastructure. Migrate to AWS from GCP or Heroku—including your entire AI stack: OpenAI/Gemini/Anthropic SDK rewrites to Amazon Bedrock, agentic systems (LangChain, CrewAI, AutoGen) to AWS-native runtimes, and Temporal workers. Includes AWS Activate credits eligibility and 60+ exclusive startup offers. Built by AWS Startup Solutions Architects, with multi-account, multi-region support.",
  "author": {
    "name": "Amazon Web Services"
  },
  "license": "Apache-2.0",
  "keywords": [
    "aws",
    "startups",
    "activate",
    "knowledge-base",
    "prompt-library",
    "gcp",
    "google-cloud",
    "migration",
    "cloud-migration",
    "terraform",
    "fargate",
    "rds",
    "aurora",
    "eks",
    "bedrock",
    "ai-migration",
    "openai",
    "openai-to-bedrock",
    "langchain",
    "langgraph",
    "crewai",
    "autogen",
    "agentic",
    "agents",
    "llm-migration",
    "cost-estimation",
    "heroku",
    "heroku-to-aws",
    "move-to-aws",
    "gemini",
    "agentcore",
    "agent-runtime",
    "llm-to-bedrock",
    "temporal",
    "durable-execution",
    "anthropic",
    "claude",
    "gcp-to-aws",
    "cloud-run",
    "cloud-sql",
    "gke",
    "vertex-ai",
    "ecs",
    "lambda",
    "lambda-microvms",
    "elastic-beanstalk",
    "postgres",
    "redis",
    "kafka",
    "elasticache",
    "msk",
    "switch-to-aws",
    "cost-comparison",
    "pricing-comparison",
    "cost-optimization",
    "credits",
    "architecture",
    "well-architected",
    "mvp",
    "rag",
    "bedrock-migration",
    "rewrite-sdk-calls",
    "deploy-ai-agent",
    "choose-agent-runtime"
  ]
}
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 77 lines scan A 0875f2081f63

Subscribe to this mod's changes

aws-startup-advisor is a plugin published in the GitHub repository awslabs/startups (16 stars, last pushed today), licensed Apache-2.0. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

DevOps and cloudPlanningSecurity
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