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The Decision Log skill ensures that every architectural choice, from data modeling to library selection, respects existing project precedents. It prevents common pitfalls by identifying 'red flags' like non-standard ID formats or premature abstractions, requiring the AI to verify historical rationale before proceeding. By providing a structured workflow for citing past choices and proposing new entries for the log, it helps development teams maintain technical debt control and uphold project-specific standards that standard industry defaults might otherwise overlook.