Cross-Team Handoffs

From	To	Mechanism
Research	KB	Idea cards and tex drafts land in KB
Research	Dev	Manager presents research for architecture
Architect	Code	Implementation locator / interface spec
Code	KB	@code-change tags in API docs (Doxygen or docstrings)
KB	QA	After KB phase, QA runs full suite
QA	Dev	Regression report triggers investigation
KB	Shadow	Manager triggers shadow validation
Shadow-rev	KB	KB gap report with actionable fixes
Shadow-rev	Dev	Code improvement findings