analyzing-release-read…
Trigger a pre-merge release readiness review on a GitHub PR, GitLab MR, or local branch. Use when the user wants to analyze code…
Builds, runs, debugs, and operates applications on AWS Lambda MicroVMs — Firecracker-isolated, snapshot-resumable serverless compute environments running inside a container with up to 8 hr lifetimes. Applicable when workloads need strong isolation between tenants, isolated
Claude Code
$ npx -y skills add aws/agent-toolkit-for-aws --skill aws-lambda-microvms --agent claude-code
Codex
$ npx skills add aws/agent-toolkit-for-aws --skill aws-lambda-microvms -a codex -y
Cursor
$ npx skills add aws/agent-toolkit-for-aws --skill aws-lambda-microvms -a cursor -y
Gemini CLI
$ npx skills add aws/agent-toolkit-for-aws --skill aws-lambda-microvms -a gemini-cli -y
GitHub Copilot
$ npx skills add aws/agent-toolkit-for-aws --skill aws-lambda-microvms -a github-copilot -y
OpenCode
$ npx skills add aws/agent-toolkit-for-aws --skill aws-lambda-microvms -a opencode -y
Windsurf
$ npx skills add aws/agent-toolkit-for-aws --skill aws-lambda-microvms -a windsurf -y
name: aws-lambda-microvms description: Builds, runs, debugs, and operates applications on AWS Lambda MicroVMs — Firecracker-isolated, snapshot-resumable serverless compute environments running inside a container with up to 8 hr lifetimes. Applicable when workloads need strong isolation between tenants, isolated serverless compute, sandbox compute, or secure multi-tenant execution. Also suited for AI/agent code-execution sandboxes, interactive code playgrounds and notebooks (Jupyter, REPLs, dev environments running user-supplied code), reinforcement-learning environments, multi-tenant CI executors and build runners, sessionful game or simulation servers, or isolated security scanners. Also applicable when the workload needs long-lived sessions, a real port-listening server (gRPC, WebSocket, custom TCP protocols), state preserved across periods of inactivity (suspend/resume), container-level access (FUSE, eBPF, custom syscalls), or session-affine routing. version: 3
> The AWS MCP server is recommended for sandboxed execution and audit logging.
AWS Lambda MicroVMs are serverless compute environments that combine Firecracker VM isolation with container-like efficiency. Each MicroVM:
**Two-resource model:**
**Two roles:**
In general, Lambda MicroVMs are suited for long-lived sessions, real port-listening servers (gRPC, WebSocket, custom TCP protocols), state preserved across periods of inactivity (suspend/resume), container-level access (FUSE, eBPF, custom syscalls), or session-affine routing to a specific compute environment.
0. **Check regional availability** — confirm Lambda MicroVMs is available in your target region (run `aws lambda-microvms list-managed-microvm-images`). Your S3 artifact bucket and any network connectors must be in the same region as the image. 1. **Package** an app: zip with a `Dockerfile` at the root, upload to S3 (same region as the image). 2. **Implement lifecycle hooks** (optional but recommended) — HTTP endpoints on a port you specify (commonly `9000`) for `/run`, `/resume`, `/suspend`, `/terminate`, `/ready`, `/validate`. 3. **CreateMicrovmImage** — pointing at the S3 artifact, a managed base image, and a build role. Lambda compiles the Dockerfile into an OCI image, starts your app, calls `/ready`, snapshots disk + memory, optionally validates with `/validate`. Lambda will periodically release new managed image versions, and customers should re-build using the latest version to ensure they have up to date images. 4. **RunMicrovm** — pick an image version, attach `executionRoleArn`, set `idlePolicy`, ingress/egress connectors, and (optionally) a `runHookPayload`. Receive an `endpoint` URL and `microvmId`. 5. **CreateMicrovmAuthToken** — get an auth token (max 60 min) with `allowedPorts` specifying which ports the token grants access to. Send traffic to the endpoint with `X-aws-proxy-auth: <token>`. 6. **Suspend / Resume / Terminate** — explicit APIs, or let the `idlePolicy` drive it (`maxIdleDurationSeconds`, `suspendedDurationSeconds`, `autoResumeEnabled`).
Every ARN in this skill is written `arn:<partition>:...`. Set the partition from the target region. Do not default to `arn:aws:`, because an ARN with the wrong partition is rejected.
Only the partition segment changes. The `aws` account field in managed base image ARNs (`arn:<partition>:lambda:<region>:aws:microvm-image:...`) and default network connector ARNs stays `aws`. Where possible, copy ARNs from API output (`list-managed-microvm-images`, `create-microvm-image`, `get-microvm-image`) instead of building them by hand.
MicroVM endpoint domains also differ in Ch
Help AI coding agents build, deploy, and manage applications on AWS. The Agent Toolkit for AWS gives AI coding agents the tools, knowledge, and guardrails they need to work with AWS services.
Trigger a pre-merge release readiness review on a GitHub PR, GitLab MR, or local branch. Use when the user wants to analyze code…
Have a fast, conversational analysis with the AWS DevOps Agent. Use for cost optimization, architecture review, topology mapping,…
Coordinate the AWS DevOps Agent across multiple AgentSpaces from one Claude Code session — route questions to the right space…
Run a fast AWS Security Agent diff scan on only the changed code since a git ref. Use when the user asks to scan changes, run a…
Run a deep root-cause investigation on the AWS DevOps Agent. Use when the user describes an incident, alarm, outage, or…
Run an AWS Security Agent penetration test against a live web application — registers and verifies the target domain, exercises…
Use when running, building, or managing Linux containers on macOS, or when a task involves Docker, docker compose, Lima, Colima,…
Operate FrontendExtension (FE) resources in frontend-forge: create, update, rebuild, inspect package artifacts, download…
Build, debug, or review Cloudflare Agents SDK applications using the agents package.
Use when writing, reviewing, or debugging Terraform/OpenTofu modules, tests, CI, scans, or state ops - diagnoses failure mode…