Important: This manual is deliberately repository-first. The proposed repository structure, possible ML tasks, and example code below are not proof that those files, datasets, contracts, providers, or ...

Status: Repository-specific decisions remain unverified until the engineer inspects the actual repository. Repository limitation: This blueprint was prepared from the uploaded role prompt. No ORDO ...

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