Providing a software protocol for generative artificial intelligence continuity, context persistence, and cross-device workflow transfer, enabling context restoration and continuity in AI interactions across text, image, audio, and code generation platforms, providing structured continuity artifacts, metadata scaffolds, and API-layer interoperability tools for generative systems, enabling modular, recursive task threading and ambient assistant coordination across disparate AI platforms, smart environments, and modalities.