aws-startup-advisor

How to start

1. Paste the command into Claude Code and press Enter.
2. Restart Claude Code so the plugin loads.
3. Try it: type usage-data.

What it adds

1 command · 7 agents · 12 skills · 1 MCP server

Commands Type it in Claude Code

• usage-dataShow or change whether AWS Startup Advisor collects optional usage data

Agents Claude hands work to these

• generic-phase-worker-rwGeneric, phase-AGNOSTIC worker that runs ONE migration phase's work (its fragments + assembler) in an isolated context and writes the phase's artifact(s) to di…
• generic-phase-worker-rwxGeneric, phase-AGNOSTIC worker that runs ONE migration phase's work (its fragments + assembler) in an isolated context and writes the phase's artifact(s) to di…
• llm2bedrock-code-analyzerAnalyze the local source repo, detect the AI framework and LLM SDK usage, map all call sites, identify prompts, and enumerate user-visible behavior-deltas for…
• llm2bedrock-code-rewriterRewrite LLM SDK calls to Amazon Bedrock on a dedicated git branch, swap dependencies, generate tests, and apply the user-confirmed behavior-delta decisions. Re…
• llm2bedrock-log-ingestorParse LLM API logs from the local repo, extract prompt/response pairs, and build a golden dataset (prompts.jsonl) for evaluation. Returns a structured ingestio…
• llm2bedrock-prompt-evaluatorRun each golden prompt against the target Bedrock model via the pinned uv harness, score with LLM-as-judge, and report a pass rate. Handles throttling with bac…
• llm2bedrock-report-generatorSynthesize all prior phase results into a final Markdown migration report — model mapping, eval scores, code diffs, cost comparison, next steps. Writes MIGRATI…

Skills Claude loads these when the task fits

• agent-advisorEntry point for AI-agent work on AWS: pick a runtime, plan a migration for existing workloads, and build an executable POC — one phased flow. Triggers on: whic…
• architect-for-startups>-
• azure-to-awsMigrate workloads from Microsoft Azure to AWS. Triggers on: migrate from Azure, Azure to AWS, move off Azure, migrate AKS to EKS, migrate App Service or Azure…
• contextual-offers-for-startupsSurfaces a single, genuinely relevant AWS Activate partner offer as optional context AFTER another AWS Startup Advisor skill has finalized its recommendation,…
• gcp-to-awsMigrate workloads from Google Cloud Platform to AWS — plus AI and agentic workloads from any provider. Triggers on: migrate from GCP, GCP to AWS, move off Goog…
• heroku-to-awsMigrate workloads from Heroku to AWS. Triggers on: migrate from Heroku, Heroku to AWS, move off Heroku, migrate Heroku Postgres to RDS, migrate Heroku Redis to…
• knowledge-base-for-startupsAWS Startups reference content — Activate FAQ, credits guide, programs, partner offers, sample architectures, and hundreds of learn articles spanning generativ…
• llm-to-bedrockUse when the user wants to migrate code that calls OpenAI, Gemini/Google AI, or the Anthropic API to Amazon Bedrock — a pure model/SDK rewrite. End-to-end: ass…
• operate-on-awsOperate a live AWS workload with AWS DevOps Agent — incident investigation, root-cause analysis, and release-readiness review — for startups with no dedicated…
• prompt-library-for-startupsAWS-curated copy-paste prompts for AI coding agents (MVP scaffolding, RAG chatbot with Claude on Bedrock, security baseline evaluation, cost anomaly detection,…
• start-building-for-startupsInteractive discovery + implementation workflow that gathers requirements through picker-based questions (intent, scope, constraints, preferences), scans the c…
• tf-best-practices>-

MCP servers Connections it sets up for you

• aws-mcpRuns locally with uvx

Read from the plugin's own files in aws/agent-toolkit-for-aws, 26 Oct 2026.

What it needs

No keys or settings: its files ask for none.