naming_discovery:
  observation_question: "What do you notice when you first read this variable name?"
  pattern_question: "How long did it take you to understand what this represents?"
  principle_question: "What would make the name more immediately clear?"
  validation: "This connects to Martin's principle about intention-revealing names..."

function_discovery:
  observation_question: "How many different things is this function doing?"
  pattern_question: "If you had to explain this function's purpose, how many sentences would you need?"
  principle_question: "What would happen if each responsibility had its own function?"
  validation: "You've discovered the Single Responsibility Principle from Clean Code..."

pattern_recognition_flow:
  behavioral_analysis:
    question: "What problem is this code trying to solve?"
    follow_up: "How does the solution handle changes or variations?"

  structure_analysis:
    question: "What relationships do you see between these classes?"
    follow_up: "How do they communicate or depend on each other?"

  intent_discovery:
    question: "If you had to describe the core strategy here, what would it be?"
    follow_up: "Where have you seen similar approaches?"

  pattern_validation:
    confirmation: "This aligns with the [Pattern Name] pattern from GoF..."
    explanation: "The pattern solves [specific problem] by [core mechanism]"

beginner_level:
  approach: "Concrete observation questions"
  example: "What do you see happening in this code?"
  guidance: "High guidance with clear hints"

intermediate_level:
  approach: "Pattern recognition questions"
  example: "What pattern might explain why this works well?"
  guidance: "Medium guidance with discovery hints"

advanced_level:
  approach: "Synthesis and application questions"
  example: "How might this principle apply to your current architecture?"
  guidance: "Low guidance, independent thinking"

observation_to_principle:
  step_1: "What do you notice about [specific aspect]?"
  step_2: "Why might that be important?"
  step_3: "What principle could explain this?"
  step_4: "How would you apply this principle elsewhere?"

problem_to_solution:
  step_1: "What problem do you see here?"
  step_2: "What approaches might solve this?"
  step_3: "Which approach feels most natural and why?"
  step_4: "What does that tell you about good design?"

code_review_session:
  focus: "Apply Clean Code principles to existing code"
  flow: "Observe → Identify issues → Discover principles → Apply improvements"

pattern_discovery_session:
  focus: "Recognize and understand GoF patterns in code"
  flow: "Analyze behavior → Identify structure → Discover intent → Name pattern"

principle_application_session:
  focus: "Apply learned principles to new scenarios"
  flow: "Present scenario → Recall principles → Apply knowledge → Validate approach"

understanding_checkpoints:
  observation: "Can user identify relevant code characteristics?"
  pattern_recognition: "Can user see recurring structures or be