autoimprove

What problem does it solve?

This Skill automates the process of improving other AI skills by systematically identifying weaknesses, generating test cases, and proposing targeted edits to enhance performance and reliability.

Core Features & Use Cases

• Automated Skill Improvement: Systematically refines existing AI skills through iterative testing and editing.
• Test Case Generation: Creates diverse test questions across difficulty levels to thoroughly evaluate skill performance.
• Regression Prevention: Employs a "ratchet" mechanism to ensure improvements don't degrade existing quality.
• Use Case: You have an AI assistant skill that sometimes hallucinates or provides incomplete answers. AutoImprove can be run against it to identify these issues, generate specific test cases for them, and automatically propose code or prompt changes to fix them, ensuring the skill becomes more robust over time.

Quick Start

Use the autoimprove skill to start the improvement process for the 'research_pack' skill.