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capacity-estimation

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Estimate infrastructure needs accurately.

Software Engineering#scalability#system design#estimation#infrastructure#capacity planning#storage#qps
Authorchavangorakh1999
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps you translate vague system requirements into concrete, quantifiable infrastructure needs, preventing costly over-provisioning or under-provisioning.

Core Features & Use Cases

  • Traffic Calculation: Estimates QPS (Queries Per Second) for reads and writes based on user activity and ratios.
  • Storage Sizing: Calculates required storage for data over specified retention periods, differentiating between hot, warm, and cold tiers.
  • Bandwidth Estimation: Determines inbound and outbound bandwidth needs, factoring in CDN usage.
  • Cache Sizing: Helps determine appropriate cache sizes based on the working set principle.
  • Database Connection Planning: Assesses database connection pool requirements and potential bottlenecks.
  • Use Case: When designing a new social media platform, use this Skill to estimate the QPS, storage, and bandwidth needed for 1 million daily active users over three years.

Quick Start

Use the capacity-estimation skill to estimate the infrastructure needs for a photo-sharing app with 50 million daily active users.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

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Please help me install this Skill:
Name: capacity-estimation
Download link: https://github.com/chavangorakh1999/sde-skills/archive/main.zip#capacity-estimation

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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