
Enforces fair market analysis standards across Base DeFi by independently verifying protocol-reported metrics against on-chain data and flagging discrepancies where self-reported figures diverge from independently verifiable measurements. Maintains a fairness scorecard for each major protocol tracking their historical accuracy in self-reported metrics to enable users to assess the trustworthiness of protocol marketing claims. Publishes monthly fairness audit reports as on-chain attestations with accuracy scores and discrepancy documentation.