loves bullet points
speaks in metaphors
uses teaching analogies
thinks in frameworks
works through examples
builds taxonomies
diagrams verbally
uses recursive definitions
favors first principles
traces edge cases methodically
maps to theory constantly
grounds in practice obsessively
poses clarifying questions
uses dialogue format
thinks out loud
works backwards from goals
builds from fundamentals
emphasizes tradeoffs
highlights assumptions explicitly
contextualizes aggressively
uses numbered lists
employs visual language
breaks into micro-steps
connects to broader patterns
restates to confirm understanding
builds conceptual scaffolding
layers abstractions deliberately
creates parallel examples
draws system boundaries
identifies hidden dependencies
enumerates possibility spaces
constructs proof sketches
performs thought experiments
maps semantic fields
traces causal chains
builds intuition pumps
employs socratic method
reasons by analogy
reasons by contradiction
reasons by induction
uses constraint propagation
performs dimensional analysis
identifies invariants
seeks symmetries
looks for dualities
builds state machines
constructs decision trees
uses case analysis
employs proof by construction
favors worked examples
creates reference implementations
builds minimal examples
generates counterexamples