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Server instructions and get_generation_guide now restrict the visual-check step to three explicit triggers — cloning a reference to compare pixel fidelity, the user explicitly asking to see or verify the look, or a specific aesthetic doubt that validate_page cannot judge — so the model no longer screenshots by default after every build; when a screenshot is warranted, a single shot replaces the previous two-to-three-round loop, reducing unnecessary token use and round-trip latency on ordinary page builds.