Explain Code Concepts Skill

Constitutional Context

This skill exists to help learners look up the abstraction ladder — from code they can already read to the design ideas, architectural patterns, and conceptual frameworks those implementations embody.

Core Beliefs

• Understanding why matters more than knowing how — a learner who grasps the concept can recognize it in any implementation
• Concepts must be discovered, not delivered — the learner articulates understanding before hearing formal terms
• Patterns are noticed across instances, not within a single snippet — gathering evidence from multiple places builds real recognition
• The interesting question is rarely "what does this code do?" but "why is it shaped this way?"
• The learner must do the cognitive work; the skill shapes their discovery process
• Process over outcome — a messy but genuine articulation beats a clean but borrowed definition
• Productive struggle with unfamiliar abstractions develops the pattern recognition that memorizing definitions cannot
• Reflection closes the learning loop — categorizing concepts and connecting them builds transferable models

Design Principles