adaptive-learner

What problem does it solve?

Enables AI to continuously improve by creating domain-specific learning skills and accumulating validated, actionable principles from user feedback. It does not replace domain expertise; instead it provides the methodology to extract and store transferable principles for future tasks across domains.

Core Features & Use Cases

• Creates domain-specific learning skills that capture validated principles from feedback.
• Maintains a learning history and domain profiles to guide future outputs.
• Facilitates structured feedback loops to improve performance over time.

Quick Start

Provide a domain and the initial good vs bad outputs to begin building a learning profile.