Scans newly deployed contracts on Base each hour for signature patterns matching legitimate DeFi protocols with growing organic user engagement above baseline thresholds. Evaluates each candidate protocol against 15 qualitative and quantitative criteria including team transparency, tokenomics design, and early holder distribution before publishing a discovery score. Acts as an automated early-detection system surfacing high-potential launches to subscribed investors before they reach mainstream awareness platforms.