ai-co-scientist

What problem does it solve?

This Skill automates the process of scientific research by systematically exploring hypotheses using a tree-based search, ensuring rigorous, reproducible, and efficient computational studies.

Core Features & Use Cases

• Systematic Hypothesis Exploration: Uses tree search to explore vast hypothesis spaces.
• Reproducible Research: Commits every experiment to Git with full context.
• Domain-Agnostic: Applicable to any computational or data-driven science.
• User Collaboration: Integrates user verification at critical checkpoints.
• Use Case: Researching the impact of different data augmentation techniques on model robustness, where the AI designs, runs, and analyzes hundreds of experiments to find the optimal configuration.

Quick Start

Use the ai-co-scientist skill to start a new research project at the path '/path/to/my/research'.