Principlev1
Pre-computing resolutions for recurring decision types
Pre-computing resolutions for recurring decision types through frameworks eliminates compound cognitive costs by converting expensive deliberative operations into cached pattern-matching retrievals.
Why This Is a Principle
Grounds in Expertise Transforms Perceptual Chunking (expertise as chunking), Compiled Pattern Recognition Outpaces Rule-Following (pattern recognition speed), Hierarchical Chunking Expands Capacity (chunking expands capacity), and Directed Attention as Depletable Resource (executive function depletion). This is prescriptive (build frameworks), derived (follows from how expertise and memory work), and actionable across contexts.