evolution-core

What problem does it solve?

This Skill transforms a reactive AI agent into a proactive, continuously improving partner by integrating persistent memory, systematic learning, and autonomous initiative.

Core Features & Use Cases

• Persistent Memory: Captures all interactions, successes, and failures for future reference using a hybrid SQLite and ChromaDB system.
• Continuous Learning: Systematically extracts lessons from experience through real-time correction protocols and nightly reviews.
• Proactive Behavior: Anticipates user needs and suggests high-value actions using heartbeat checks and reverse prompting.
• Use Case: An AI assistant that not only answers questions but also learns from user feedback to refine its responses, proactively suggests relevant tasks based on project context, and remembers past interactions to provide more personalized assistance.

Quick Start

Install the Evolution Core skill by running the bash install script.