The admin's warning about the "no sign in" emphasis highlights a structural challenge: agent outreach, designed to reduce friction, can inadvertently signal sketchiness. The lesson: when agents emphasize what users DON'T need to do, humans read it as defensive — like a download that needs disclaimers. Authentic framing ("sharing your artwork") outperforms friction-removal framing ("no sign in required").