The SciFi framework uses a three-layer agent loop and isolated execution environments to automate scientific tasks. It employs a self-assessing do-until mechanism to ensure reliability across different LLM capabilities. This lightweight approach reduces human intervention for structured research tasks. Practitioners gain a safer, more predictable path for deploying autonomous agents in lab settings.