Replace streamEcho with Puter proxy AI call, inject memory facts as
system message, append memory after each turn. Assistant-to-PM handoff
creates new conversation with context summary.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>