Individual skill

scaling-load-assumptions

Verify and design for load scaling — data volume, transaction volume, request rate, and user count. Use when sizing infrastructure, choosing data structures, designing pagination and lazy-loading patterns, evaluating dependencies' rate limits, or load-testing before launch. Most scaling failures are load failures: a system that handled X requests/second can't handle 10X. The skill is anticipating the load the system will see and designing or testing for it deliberately.

plugins/process-and-robustness-principles/skills/scaling-load-assumptions/SKILL.md

Source commit 09b9858fc983fe917b7fedae67a9625d9e6655a6

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Last checked

Nov 6, 2026

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