Continuous Learning V2 is a sophisticated instinct-based architecture that captures your coding patterns and preferences during Claude Code sessions to build a personalized knowledge base. By utilizing deterministic hooks rather than probabilistic suggestions, it achieves 100% reliability in recording tool usage and user corrections. The system intelligently distinguishes between project-specific rules—such as React patterns or local directory structures—and global best practices, allowing for an ever-improving AI assistant that adapts to your specific workflows across different repositories without cross-project pollution. As instincts gain confidence through repetition, they can be evolved into full-featured commands, skills, or specialized agents.
