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The Baseline Quality Assessment skill empowers Claude Code with a meta-cognitive framework to evaluate project readiness during the initial planning phase. By calculating the V_meta score—a metric derived from documentation completeness, metric effectiveness, pattern reusability, and data validation—it identifies the most efficient path to project completion. This skill helps developers decide when to front-load effort into Iteration 0, leveraging prior art and historical data to achieve rapid convergence and potentially reducing total development iterations by up to 50%.
