Skill UI

Automates Factorial workflows via Composio’s Rube MCP by discovering current tool schemas, managing the toolkit connection, and executing schema-compliant ops with session reuse and memory handling.

This tool guides users through the critical process of designing experiments *before* data collection. It helps select appropriate structures—such as factorial, crossover, or blocked designs—to ensure that collected data is interpretable and allows for robust causal inference. Use it when planning scientific studies, assigning subjects, or optimizing responses across multiple factors.