
Write testable statements that connect a user problem, a proposed change, and an expected outcome. Time-box experiments and decide success thresholds before launch. Socialize drafts within the community to catch blind spots early, including unintended consequences and edge cases that internal teams frequently overlook under delivery pressure.

Resist vanity numbers by naming one behavior-based metric for each step: first value moment, stickiness indicator, referral trigger. Define input metrics you directly influence and output metrics the customer experiences. Review weekly with community representatives to confirm that measured progress matches perceived progress in everyday workflows.

Score opportunities by potential impact, user reach, and confidence, then adjust with a community weight derived from participation breadth and depth. Explain the method publicly to demystify decisions. People accept delays more easily when the logic is fair, explicit, and consistently applied across months of iteration.
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