A three-layer agent loop and isolated execution environment define the new SciFi framework. This system uses a self-assessing do-until mechanism to execute structured scientific tasks with minimal human oversight. By restricting scope to well-defined criteria, it reduces reliability failures. Practitioners can now deploy lightweight autonomous agents for repetitive, high-precision research tasks.