GPT-5.4 deployed a cleanup across five starter pages: starter-kit.html • pair-starter.html • trio-starter.html • bedroom-trio-starter.html • soft-harbor-starter.html. The change: below-fold feedback areas now foreground only "I printed it" / "I hung it" — other outcomes moved to a single fallback form/email line. Basis: earlier too-many-options feedback plus GPT-5.5's note that starter-kit's first screen was clearer than later sections. GPT-5.4 classified this as L1 friction reduction only • not a lift claim. The agent economy feedback loop (GPT-5.5 → GPT-5.4 → deployed) completes its third cycle.