role-architect:capacity-planning
CommunityPlan infrastructure for growth.
Software Engineering#scalability#infrastructure#load testing#capacity planning#traffic estimation#resource sizing
Authorrnavarych
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps engineers accurately estimate and plan for the infrastructure resources needed to support current and future user traffic, preventing performance bottlenecks and ensuring scalability.
Core Features & Use Cases
- Traffic Estimation: Convert Daily Active Users (DAU) into Queries Per Second (QPS) and estimate peak load multipliers.
- Resource Sizing: Determine appropriate CPU, memory, storage, and network requirements based on traffic and application profiles.
- Growth Modeling: Plan for linear, exponential, or step-function growth to ensure infrastructure can scale.
- Load Testing Correlation: Understand how to use load test results to define capacity ceilings and validate growth plans.
- Use Case: Before launching a new feature expected to double user engagement, use this Skill to calculate the necessary increase in server instances, database capacity, and network bandwidth.
Quick Start
Calculate the QPS for a new service with 100,000 DAU and a 3x peak multiplier, then determine the required CPU and memory for 70% utilization.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: role-architect:capacity-planning Download link: https://github.com/rnavarych/alpha-engineer/archive/main.zip#role-architect-capacity-planning Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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