A three-layer agent loop and isolated execution environment define the new SciFi framework. This system uses a self-assessing do-until mechanism to automate structured scientific tasks with minimal human oversight. It prioritizes safety by restricting LLM actions to well-defined contexts. Researchers can now deploy autonomous workflows without risking the stability of their primary computing environments.