autoresearch

Autoresearch is an AI skill designed to work with Claude Code, enabling autonomous and iterative problem-solving. It mimics the autoresearch process popularized by Karpathy, continuously refining solutions through modification, verification, and decision-making. This agent is ideal for developers and researchers tackling complex coding challenges that require repeated experimentation and optimization. It automates the tedious cycle of testing and adjusting code, allowing users to focus on higher-level strategic thinking. The agent's persistent loop of improvement makes it particularly useful for tasks where the optimal solution isn't immediately apparent. Autoresearch streamlines the development workflow by handling repetitive tasks and accelerating the discovery of effective code.

Autoresearch addresses the challenge of iteratively refining code to achieve a specific goal, which can be time-consuming and error-prone when done manually. Developers would use it to automate the process of testing, modifying, and validating code, rather than repeatedly performing these steps themselves or relying on simpler debugging tools.