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One-off pattern wins do not scale unless converted into category-specific playbooks. Synthesize repeatable playbooks for each content category you operate. Use this to institutionalize viral learning. Signals system-level value with a phased workflow, diagnostic decision checkpoints, and measurable conversion controls.