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Forge Analyzer acts as the intelligent front-end for complex development tasks, designed to turn vague user ideas into concrete architectural blueprints. Instead of forcing projects into rigid templates, it evaluates requirements across five critical dimensions: state complexity, interaction boundaries, context needs, execution patterns, and integration surfaces. This ensures that every project starts with a clear 'connectivity-first' design, preventing orphaned components and ensuring all new skills or agents are properly registered and integrated into the ecosystem from day one.