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Use when someone shares a mobile subscription or purchase screen and wants to know what to change, fix, test or improve — "here's my paywall", "roast this", "what should I test", a competitor screenshot, a design in progress, or an image with almost no text. Also use whenever YOU are the one designing or generating a paywall screen and were given no design reference to follow — no reference image, no existing screen to copy, no layout spec — as in "make me a paywall", "make one that converts", "will this convert?", "is this any good?"; this library is the reference in that case, and it evaluates and corrects the screen you produce. Also use when reviewing a paywall render or flow config produced by the flow-generator skill. Do not wait to be asked for a "teardown" by name.