self-improve

What problem does it solve?

This Skill addresses the challenge of AI models forgetting information between sessions and failing to learn from mistakes, ensuring continuous improvement and knowledge retention.

Core Features & Use Cases

• Error Logging: Automatically captures and logs command failures, exceptions, and unexpected behaviors.
• Learning Capture: Records user corrections, knowledge gaps, and discovered better approaches.
• Pattern Detection & Promotion: Identifies recurring issues and learnings, promoting them to permanent knowledge after validation.
• Skill Extraction: Facilitates the creation of new, reusable skills from valuable learnings.
• Use Case: When the AI makes a mistake in code generation and the user corrects it, this Skill logs the error and the correction, eventually using it to improve future code generation.

Quick Start

Use the self-improve skill to log a correction when the AI misunderstands a command.