The Outreach Coach translates adversarial findings from the Blue Team detector into actionable writing advice and concrete editorial edits, helping writers naturally camouflage target links without altering the core message. It enforces strict verbatim substring replacements to guarantee that proposed text edits match the draft exactly without introducing hallucinations, while separate socket-level liveness verification automatically strips dead or broken third-party citations before they reach the review phase.