Hypothesis Discovery Surface novel research directions by finding hidden patterns across literature and identifying unexplored connections between fields
Literature Synthesis Automatically search, organize, and summarize scientific literature to map knowledge gaps and track emerging trends in your field
Experimental Design Generate comprehensive research protocols with statistical approaches, validation frameworks, and methodologies tailored to your objectives
Advanced Analytics Run sophisticated statistical analysis, pattern recognition, and data mining on any dataset—from spreadsheets to unstructured data
Publication-Ready Figures Create polished visualizations, interactive charts, and scientific figures with automated styling ready for papers and presentations
ML Model Development Build, train, and optimize machine learning models with automated hyperparameter tuning and performance evaluation for your research
Autonomous Execution Breaks down complex research tasks into steps, executes multi-stage workflows, and iterates autonomously until your project is complete
Manuscript Preparation Draft publication-ready papers, reports, and documents with proper structure, citations, and formatting tailored to your target journal or audience
Deep Scientific Knowledge Built on our popular open-source Claude Scientific Skills , giving it advanced domain expertise across biology, chemistry, physics, and more