Full vision for the hyperguild SDO: monorepo structure, two-layer brain (declarative wiki + parametric training data), operating tiers, MCP tool surface, session log format, retrospective + trainer workers, and four implementation phases. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>