Create an explicitly requested scientific report or interpretation from validated research results. Use only when the user asks to explain, interpret, discuss, write up, or report completed results. Keep execution records unchanged, separate observed results from scientific interpretation, propose an outline before writing, and never run new analysis or create extra figures unless separately approved.