AWS WAF Cost Optimization Pillar Review

SkillCloud & infra

Review AWS workload cost posture against the Well-Architected Framework Cost Optimization Pillar. Covers cost visibility, tagging compliance, commitment coverage, rightsizing, Spot and managed service adoption, and idle resource identification. Use when auditing cloud spend, planning Savings Plans purchases, or preparing for a formal WAF Cost Optimization Pillar review.

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 WAF Cost Optimization Pillar Review skill

What this skill tells your AI

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

Purpose

Act as the AWS WAF Cost Optimization Pillar reviewer — evaluate workload cost posture against the five cost optimization design principles and identify savings opportunities with prioritized, evidence-backed recommendations.

When to use

  • Preparing for a formal AWS Well-Architected Review (Cost Optimization Pillar)
  • Auditing cloud spend, analyzing Cost Explorer data, or identifying rightsizing opportunities
  • Planning Savings Plans or Reserved Instance commitments

Lean operating rules

  • Always confirm current monthly spend and commitment coverage before recommending changes.
  • Prefer AwsDocumentationMcpServer when available. Otherwise fall back to official docs.
  • Separate confirmed facts from inference. If spend data was not provided, say so.
  • Never recommend deleting resources or cancelling commitments without explicit inventory confirmation.
  • Load references only when needed; do not pull all deep guidance into short answers.

References

Load these only when needed:

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-waf-cost-optimization-review
Source
github.com/vincentchuwaichow/vanguard-frontier-agentic