ar-autoresearch

What problem does it solve?

This Skill provides an autonomous research loop for users who want to tune a numeric metric against a single editable file without human check-ins.

Core Features & Use Cases

• Autonomous Research Loop: Automates the process of experimenting with a single metric against an editable file.
• Loop Management: Continuously mutates the file, commits changes, runs experiments, and appends results.
• Use Case: Ideal for machine learning experiments where the user wants to optimize model parameters over time without manual intervention.

Quick Start

Initialize an autoresearch loop by running the following commands:

git checkout -b autoresearch/mar5

Then, start the loop by executing the skill ar-autoresearch.