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 focusing on clearly defined stopping criteria, it enables reliable automation across various LLM capabilities. Practitioners gain a safer, lightweight method for deploying autonomous research agents.