What problem does it solve?
This Skill transforms your AI coding sessions into a continuous learning loop, automatically identifying patterns in your workflow and generating reusable "instincts" that improve AI performance and consistency over time.
Core Features & Use Cases
- Automatic Pattern Detection: Observes your interactions (tool use, corrections, error resolutions) to find recurring behaviors.
- Instinct Creation: Generates atomic, confidence-scored "instincts" (e.g., "prefer functional style," "validate user input") based on observed patterns.
- Project Scoping: Keeps instincts project-specific to avoid cross-contamination (e.g., React patterns stay in React projects).
- Evolution: Clusters instincts into higher-level skills, commands, or agents.
- Use Case: As you code, the system learns your preferred coding styles, common debugging steps, and efficient tool usage, then automatically suggests or applies these learned behaviors in future sessions, making the AI more tailored to your needs.
Quick Start
Activate the continuous learning system to observe your current coding session and begin building project-specific instincts.
