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SPOTTING-DARK-PATTERNS5 MIN READ

Run the Autonomy Harm Test

Use the autonomy harm test to make a dark-pattern review more specific.

Use this review sentence: This looks like [pattern] because [mechanism]. A cleaner version would [repair]. Do not stop at taste. Tie the critique to user expectation, information quality, or effort parity. Then decide whether the outcome is keep, repair, or stop.

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