{"product_id":"optimize-cloud-costs-ai-agent-for-aws-kubernetes-analysis","title":"Optimize Cloud Costs: AI Agent for AWS \u0026 Kubernetes Analysis","description":"\u003ch3\u003eOptimize Cloud Costs: AI Agent for AWS \u0026amp; Kubernetes Analysis\u003c\/h3\u003e\n\n\u003cp\u003eThe Optimize Cloud Costs AI Agent skill supports users in investigating and analysing cloud costs within AWS and Kubernetes environments. It generates detailed reports identifying cost anomalies, potential waste, and service-specific expenses, complete with a prioritized list of remediation steps. This agent operates in strict read-only mode, ensuring no changes are made to the cloud environment, and all queries require operator approval. \u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eInvestigates cloud cost queries in one of three modes: anomaly detection, waste identification, or cost attribution.\u003c\/li\u003e\n  \u003cli\u003eOperates in a read-only capacity, accessing only Cost APIs, resource-state APIs, and metrics APIs.\u003c\/li\u003e\n  \u003cli\u003eProvides a detailed report with findings and a prioritized remediation list, supported by evidence-cited savings estimates.\u003c\/li\u003e\n  \u003cli\u003eRequires operator approval for each batch of cloud queries before execution.\u003c\/li\u003e\n  \u003cli\u003eProduces reports designed to assist users in understanding and optimizing cloud-related expenditures.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers and DevOps teams using AI coding agents such as Claude Code, Cursor, or Codex.\u003c\/li\u003e\n  \u003cli\u003eIT operations teams responsible for cloud cost management and optimization.\u003c\/li\u003e\n  \u003cli\u003eFinancial analysts focusing on cloud expenditure within organizations utilizing AWS and Kubernetes.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eIdentifying reasons for unexpected spikes in AWS billing through anomaly investigations.\u003c\/li\u003e\n  \u003cli\u003eAuditing cloud usage to find and report on resource wastage for cost-saving opportunities.\u003c\/li\u003e\n  \u003cli\u003eBreaking down expenses to understand the cost of individual services and attributing costs accurately.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eCompatible with AWS services such as Cost Explorer, Compute Optimizer, and CloudWatch.\u003c\/li\u003e\n  \u003cli\u003eIntegrates with Kubernetes cost analysis tools like OpenCost and Kubecost.\u003c\/li\u003e\n  \u003cli\u003eInvestigates costs related to resources owned by AWS CloudFormation, Serverless, SAM, and CDK, flagged as `unsupported-owner`.\u003c\/li\u003e\n  \u003cli\u003eExcludes analysis outside the scope of AWS and Kubernetes, such as GCP and Azure environments.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eThis provides general workflow assistance only and is not legal, tax, accounting or financial advice.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003eculiops\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/culiops\/culiops-skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003eculiops\/culiops-skills\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":53472672710967,"sku":"MCP-CULIOPS-CULIOPS-SKILLS-CLOUD-COST-INVESTIGATE","price":60.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/x_UziLvurfghkpeBR3CTO_56f48bc925e149d797c2b204cfa9d6e9.jpg?v=1793437616","url":"https:\/\/mcpcart.com\/products\/optimize-cloud-costs-ai-agent-for-aws-kubernetes-analysis","provider":"SPF PRO","version":"1.0","type":"link"}