Agent skill
scalability-assessment
Assess a system for growth bottlenecks. Use when a senior developer needs to evaluate scaling limits.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/scalability-assessment
SKILL.md
Scalability Assessment
Purpose
Assess a system for growth bottlenecks.
Inputs to request
- Current throughput and growth projections.
- Architecture and data stores.
- Cost constraints and SLOs.
Workflow
- Estimate load characteristics and growth assumptions.
- Identify bottlenecks in compute, storage, and IO.
- Propose scaling strategies and cost impacts.
Output
- Scalability findings and recommendations.
Quality bar
- Explicitly state assumptions and limits.
- Include cost and operational tradeoffs.
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