Cognitive Scaffold

Preparing your thinking workspace

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MENTAL MODEL · M2235

Divine, Sage, Artisan, Skillful

Divine, Sage, Artisan, Skillful
DecidemediumDecision Science
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Updated 2026-08-01

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INTRODUCTION

English translation pending.

CORE DEFINITION

A classification from the Classic of Difficult Issues, which ranks physicians by diagnostic mode. Knowing by inspection is called divine; knowing by listening and smelling is called sage; knowing by questioning is called artisan; knowing by pulse palpation is called skillful. The ranking runs from the most integrative and immediate mode to the most technical and local, presenting diagnosis as layered and moving from the surface inward. The point is not that one mode replaces another but that they read different layers.

SCAFFOLDING EFFECT

psychology

Reduce cognitive load

- Layer the Evidence: combine whole-situation observation with direct questioning and hard data - Climb the Ladder: move from technique-driven readings toward whole-pattern judgement - Cross-Check the Layers: use disagreement between modes as a signal that something was missed

anchor

Anchor fast decisions

Each mode reads a different layer of the same system. Inspection captures the overall state at a glance, listening and smelling catch what the person does not report, questioning fills in history and context, and pulse reading supplies fine-grained local signal. No single mode is sufficient, and the ordering indicates how much integration each requires. Combining several layers reduces the chance of a confident misread, because each layer can contradict the others.

MINIMUM ACTION

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Source support: Explicit

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    yywsb.comhttps://www.yywsb.com/article/70128.htmlZH · Explicit
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