agent-toolkit-for-aws
Gives Claude Code skills for AWS work: release readiness reviews of code changes, conversational and incident root-cause analysis with the AWS DevOps Agent, and diff security scans with AWS Security Agent.
Gives Claude Code skills for AWS work: release readiness reviews of code changes, conversational and incident root-cause analysis with the AWS DevOps Agent, and diff security scans with AWS Security Agent.
Entry point for AI-agent work on AWS: pick a runtime, plan a migration for existing workloads, and build an executable POC — one…
Use to extend an existing agent project with memory, app integration, VPC, multi-agent, migration, model, browser, code…
Use when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Cedar policies.…
Use when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues. Reads traces and…
Use when deploying your agent to AWS, or when a deploy has failed. Handles pre-flight validation, CDK/IAM/quota error diagnosis,…
Use when a developer wants to create a new agent project or get started with AgentCore. Handles framework selection, project…
Use when preparing your agent for production — IAM scoping, inbound auth (JWT, SigV4), secrets management, cold start…
Use when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality gates,…
Use when THIS agent needs to pay for x402-protected content at runtime: hitting a paywall mid-task, settling it via AgentCore…
Amazon Aurora MySQL — creates, modifies, and advises on Aurora MySQL clusters specifically (MySQL-compatible engine, Aurora…
Amazon Aurora PostgreSQL — creates, modifies, and advises on Aurora PostgreSQL clusters specifically (PostgreSQL-compatible…
Builds generative AI applications on Amazon Bedrock. Covers model invocation (Converse API, InvokeModel), RAG with Knowledge…
Generic, phase-AGNOSTIC worker that runs ONE migration phase's work (its fragments + assembler) in an isolated context and writes…
Generic, phase-AGNOSTIC worker that runs ONE migration phase's work (its fragments + assembler) in an isolated context and writes…
Analyze the local source repo, detect the AI framework and LLM SDK usage, map all call sites, identify prompts, and enumerate…
Rewrite LLM SDK calls to Amazon Bedrock on a dedicated git branch, swap dependencies, generate tests, and apply the…
Parse LLM API logs from the local repo, extract prompt/response pairs, and build a golden dataset (prompts.jsonl) for evaluation.…
Run each golden prompt against the target Bedrock model via the pinned uv harness, score with LLM-as-judge, and report a pass…
Synthesize all prior phase results into a final Markdown migration report — model mapping, eval scores, code diffs, cost…
Open a chat session with the AWS DevOps Agent and ask a question
Ask the AWS DevOps Agent for cost optimization opportunities, scoped to your local IaC
Start a deep root-cause investigation on the AWS DevOps Agent and stream progress
Trigger a pre-merge code change risk analysis on a GitHub PR, GitLab MR, or local branch
Run automated UAT tests (UI or API) using a test profile on the AWS DevOps Agent
Set up both AWS DevOps Agent and AWS Security Agent connections
Set up the AWS DevOps Agent MCP connection
Set up the AWS Security Agent workspace
List configured AgentSpaces and summarize each one's accounts and capabilities
Show or change whether AWS Startup Advisor collects optional usage data
Ships with agent-toolkit-for-aws: Help AI coding agents build, deploy, and manage applications on AWS. The Agent Toolkit for AWS…
Inspects and manages AWS resources through the AWS APIs.
Searches official AWS documentation and service guidance.
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