Comprehensive systems analysis of Sophia covering stocks & flows, feedback loops, toroidal topology, engram agent model, synthesis mechanics, retrieval via signal waves, leverage points, and failure modes. Includes 6 open design decisions with options and questions for the author to answer. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>