Add root AGENT.md with project conventions, build verification steps, source layout, style rules, and real-time/concurrency requirements. Add per-module AGENT.md files for each existing and proposed source subdirectory. Add AUDIT_REPORT.md as a historical Phase 1 snapshot documenting memory management, error handling, concurrency model, naming conventions, and anti-pattern catalog.