lab:autoresearch

What problem does it solve?

This Skill addresses the challenge of continuously improving plugin skills within the .NET ecosystem by providing a self-improving loop that proposes, evaluates, and implements changes to enhance the performance and functionality of these skills.

Core Features & Use Cases

• Self-Improving Loop: Automatically proposes and evaluates changes to plugin skills.
• Mutation Strategies: Applies various mutation strategies to improve skills, such as compressing sections, adding Iron Laws, and rewriting descriptions.
• Evaluation Framework: Scores skills across multiple dimensions, including completeness, accuracy, and conciseness.
• Use Case: Use this Skill to enhance the capabilities of your .NET plugin skills, ensuring they stay up-to-date and effective.

Quick Start

Run the autoresearch skill with the command: /lab:autoresearch