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name: cost-optimization-review description: Review system costs and propose reductions. Use when a senior developer needs cost-saving recommendations.

Cost Optimization Review

Purpose

Review system costs and propose reductions.

Inputs to request

• Cost reports or billing data.
• Workload patterns and utilization.
• Performance and reliability constraints.

Workflow

1. Identify top cost drivers by service and usage.
2. Recommend right-sizing, caching, or storage tiering.
3. Estimate savings and risks.

Output

• Cost optimization plan with estimates.

Quality bar

• Note performance tradeoffs for each change.
• Prioritize highest impact savings first.