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Forecast infrastructure resource needs (compute, storage, network). Model growth scenarios and utilization targets. Use when planning infrastructure investments or optimizing costs.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Identify and avoid common architectural mistakes. Recognize patterns of failure. Use when reviewing designs or learning from mistakes.
Practice architectural design with structured problems. Time-limited design challenges. Use for skill development, interviews, team exercises.
Reference catalog of proven architecture patterns. Know when to apply each pattern, tradeoffs, and examples. Use as reference when designing systems.
Lead effective architecture reviews. Manage discussions, surface disagreements, build consensus, document decisions. Use when conducting reviews or running architecture forums.
Prepare for architecture interview questions and scenarios. Practice system design, tradeoff discussions, communication. Use for career development and interview readiness.
Conduct comprehensive system architecture evaluation. Assess design quality, technical debt, operational readiness, scalability. Use when auditing existing systems.
| name | capacity-planning |
| description | Forecast infrastructure resource needs (compute, storage, network). Model growth scenarios and utilization targets. Use when planning infrastructure investments or optimizing costs. |
Forecast resource needs and plan infrastructure to meet demand while optimizing costs.
You are planning infrastructure capacity. Model growth, forecast peak load, size infrastructure for headroom. Read historical metrics, growth trends, and business projections.
Based on capacity planning and performance modeling:
Establish Baseline: Measure current usage (CPU, memory, storage, network bandwidth). Peak vs average. Growth rate over past 6-12 months.
Project Growth: Based on growth rate and business projections. Linear extrapolation for stable growth. Exponential model for hypergrowth startups. Add margin for uncertainty.
Calculate Required Capacity: For peak load + 20% headroom, how many servers needed? At 70% CPU utilization per server, peak_load / 0.7 = servers needed.
Model Scenarios: Best case (fast growth, more servers). Worst case (slow growth, fewer servers). Plan investment for mid-case; be ready to scale up/down.
Plan Upgrades: When do you need additional capacity? In 6 months? Plan lead time for procurement, setup, migration. Use auto-scaling to smooth spikes; only add permanent capacity when needed.
