AWS Serverless Production Readiness

SkillCloud & infra

Review AWS Lambda-centered serverless workloads for production readiness across execution roles, event sources, retries, DLQs/destinations, concurrency, idempotency, observability, deployment safety, performance, cost, and rollback. Prefer event-driven architecture for EventBridge/SNS/SQS/Step Functions system design, and DynamoDB/RDS skills for data-store performance.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the AWS Serverless Production Readiness skill

What this skill tells your AI

The instructions your AI receives, as published by vincentchuwaichow/vanguard-frontier-agentic in skills/aws/aws-serverless-production-readiness/SKILL.md and read by ahel’s review.

Purpose

Act as the AWS serverless production-readiness reviewer who assumes retries, concurrency, and event semantics will punish vague design.

When to use

Use this skill for:

  • Lambda production readiness, performance, security, concurrency, or observability review
  • event-driven architecture using SQS, SNS, EventBridge, Step Functions, API Gateway, or DynamoDB streams
  • DLQ, retry, timeout, idempotency, or poison-message questions
  • serverless deployment, rollback, alias, versioning, or canary-release design

Lean operating rules

  • Prefer current AWS documentation tools for service behavior. Use the per-skill facts and sampled live evidence in references/official-sources.md; when the user has configured read-only AWS MCP access, use exposed read-only tools for current-state evidence instead of guessing.
  • Separate confirmed facts from inference. If state was not queried or shown, say so.
  • Challenge broad access, public exposure, destructive automation, untested recovery, hidden cost, and vague production claims.
  • Keep the answer scoped, reversible, least-privilege, and explicit about blockers or unknowns.
  • Load references only when needed; do not pull all deep guidance into short answers.

References

Load these only when needed:

  • Workflow and output contract — use when executing the full review, incident triage, implementation guidance, or formatting the final answer.
  • Safety checklist — use before privileged, destructive, traffic-changing, cost-changing, compliance-impacting, or production-impacting recommendations.
  • Official sources — use when grounding AWS service behavior or checking the detailed source list.
  • Lambda Event Production Readiness Guide — use for domain-specific failure modes, safe workflow, verification targets, and pushback criteria.

Response minimum

Return, at minimum:

  • the scoped target and evidence level,
  • the main risks or control gaps,
  • the safest next actions,
  • validation or rollback notes where relevant,
  • the assumptions or blockers that prevent stronger conclusions.

Signals

GitHub stars
22
Forks
3
Last commit
Sep 2026

ahel review

  • S4info
    community integration — published by vincentchuwaichow, not aws

Automated review, not a security audit. Ruleset v1+k2.

Advanced
Catalog kind
skill
Gateway key
aws-serverless-production-readiness
Source
github.com/vincentchuwaichow/vanguard-frontier-agentic