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Starting with the technical principles of the blockchain protocol layer, from the mathematical proof logic of the consensus mechanism to the game theory model of token economics, complex technical systems are transformed into verifiable cognitive modules. At the same time, a value investing perspective is used to enter the commercial layer, and a multi-dimensional matrix for project potential assessment is established through the cross-analysis of user growth curves, ecological synergy networks, and market competition patterns.