Use dashboards aggregating swap fees, lending interest, and liquidation gains. Focus on recurring sources, not one-offs.
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Use base/bull/bear tables with explicit triggers and invalidations, and update the timestamp to keep evergreen content credible.
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Track repository activity, unique contributors, time between merges, ecosystem grant announcements, deployments, and bug-fix frequency. These metrics correlate with ecosystem vibrancy.
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