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AI-First Product Manager skills: synthetic personas, persona interviews (exploration and validation), insight extraction, persona critique panels, and exposure plans.

design-metrics

From a spec and its exposure plan, define the four AARS metrics of a feature (acquisition, activation, retention, satisfaction) over the target audience — signal, expanded definition, signal threshold, calculation, target, and the events to instrument — before the level is revealed. Data is read later with /analyze-metrics

Read SKILL.md at the source

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