
This gives you a systematic framework for scaling from current load to 10x, 100x, and beyond. It analyzes your bottlenecks with actual metrics, then provides ordered strategies from quick wins like database indexes (days, $0) to major architectural changes like sharding (months, $1200/month). Each strategy includes cost estimates, effort timelines, and specific trigger thresholds. The phased approach is genuinely helpful because it prevents the common mistake of jumping straight to complex solutions when you just need a Redis cache and some indexes. The cost-benefit analysis table alone will save you from expensive premature optimization.
npx -y skills add patricio0312rev/skills --skill scalability-playbook --agent claude-codeInstalls into .claude/skills of the current project.
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