Exposes architectural weaknesses and fundamental truths by stress-testing software concepts at extreme scales.
Scale Game is a diagnostic framework designed for Claude Code that helps developers identify hidden bottlenecks and scalability issues by mentally simulating extreme scenarios. By testing logic against 1000x changes in volume, speed, or duration, this skill forces the AI to look beyond local development assumptions and uncover where systems will realistically fail in production. It is an essential tool for validating new architectures, debugging intermittent concurrency issues, and preparing applications for high-traffic environments.
主な機能
01Identifies algorithmic complexity limits through extreme volume simulation.
02Validates production readiness by exposing the limitations of 'works in dev' logic.
03Reveals hidden asynchronous requirements by testing extreme latency scenarios.
04Uncovers potential memory leaks and state growth issues over simulated long durations.
05Evaluates error handling adequacy by simulating 100% failure rate environments.
062 GitHub stars
ユースケース
01Testing the resilience of error-handling logic in high-concurrency event-driven systems.
02Validating a new microservices architecture against global network latency and concurrency.
03Hardening database schemas and query logic for billion-row datasets early in the lifecycle.
