AI Cost Optimization Plan: Transform Reports into Action

AI Cost Optimization Plan: Transform Reports into Action

This AI agent skill assists developers and teams in converting a cloud-cost-investigate report into a structured, actionable execution plan. It does so by generating a five-tier categorization of cost-saving actions, complete with safety verification and rollback notes for each action.

What this skill does

• Initiates a read-only analysis of a cloud-cost-investigate report.
• Classifies each remediation action into one of five categories: fast-win, coordinated, requires-owner-confirmation, risky, do-not-act.
• Conducts verification across four dimensions: reversibility, blast radius, evidence of no-use, and dependency footprint.
• Generates safety verification evidence and rollback notes per action.
• Requires operator approval for all verification queries to maintain the integrity of operations.
• Operates strictly according to the following Iron Law: no mutations, no execution handoff — changes must be manually initiated by the operator using the resulting plan.

Who it is for

This skill is designed for developers and teams using AI coding agents like Claude Code, Cursor, and Codex. It is particularly beneficial for those managing cloud resources who require precise, actionable insights from cost reports.

Use cases

• Developers needing to transform complex cost investigation reports into clear, actionable plans.
• Teams seeking structured guidance on which cost-reductive actions are safe and effective to execute.
• Operational managers who need detailed verification and rollback capability notes before implementing cost-saving measures.

Technical details

• Inputs: cloud-cost-investigate reports.
• Outputs: five-tier execution plan with safety evidence and rollback notes.
• Works with AWS resources managed by Terraform, lambroll, ecspresso, or Kubernetes controllers.
• Resources managed by CloudFormation, Serverless, SAM, and CDK are recognized but not triaged.
• Follows a strict read-only policy, interacting only with cost APIs, resource-state APIs, metrics APIs, and access-log queries.

Source & Licence

This package is built on open-source work published by culiops (culiops/culiops-skills) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your 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.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This 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.

Claude, 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.