What problem does it solve? Users of the Nexus system often misunderstand its file-based architecture, repeat common mistakes like creating duplicate projects instead of reusable skills, and struggle to detect AI behavior issues such as false progress claims or incomplete file reads. ## Core Features & Use Cases - Philosophy Onboarding: Explains the Living Knowledge Organism concept where every markdown file acts as executable instructions for the AI. - Design Principles Training: Covers the 7 problems Nexus solves and 7 design principles including instruction-driven execution and progressive disclosure. - Pitfall & Pattern Detection: Teaches users to avoid system pitfalls (projects vs skills confusion, skipping close-session) and detect AI patterns like false progress and over-engineering. - Use Case: After completing core onboarding, a user says "learn nexus" and receives a 15-18 minute guided tutorial ending with a mastery quiz and completion tracking in user-config.yaml. ## Quick Start Say "learn nexus" to start the guided tutorial on Nexus philosophy, design principles, and AI collaboration techniques.
