capacity-and-cost-engineering

このSkillについて

Model technical capacity, unit cost, and budget constraints connected to demand, performance, and reliability decisions. Use when projecting capacity from growth forecasts, sizing for peak events, designing cost-aware scaling policies, defining budget thresholds or quota/rate-limit enforcement, running or planning load/soak tests as capacity evidence, resolving SLO-cost tradeoffs, or modeling multi-tenant demand distributions, hot-tenant skew, pooled or siloed headroom, fairness evidence, and tenant-variable unit cost. Do NOT use for financial P&L statements, fundraising scenarios, or SaaS metrics (route to financial-modeling); for infrastructure implementation or cloud-resource provisioning (route to platform-engineering); or for generic cloud-cost tips and universal utilization targets — this skill does not prescribe fixed savings rates or one-size-fits-all thresholds.

利用例

• Projecting capacity from growth forecasts
• Sizing systems for peak events
• Calculating infrastructure unit cost
• Defining budget, quota, and rate-limit controls
• Evaluating SLO and cost tradeoffs

特徴

• Capacity models linking demand, resources, utilization, and scaling triggers
• Unit-cost calculations with allocation methods and SLO comparisons
• Budget, quota, and rate-limit decision templates
• Load and soak test planning with evidence requirements
• Multi-tenant capacity, skew, fairness, and tenant-cost modeling

対応Agent

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