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An AI agent system codifies institutional intelligence for compliance domains using a four-layer architecture. The system combines a knowledge wiki, reasoning recipes, evaluation framework, and improvement loop. It organizes 200+ files into a bidirectional dependency graph, cutting tokens per turn by around 80%.
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