Cognitive Scaffold

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MENTAL MODEL · M7965

Feature Creep Ideation

Feature Creep Ideation
CreateHigh supportDesign Thinking
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Updated 2026-08-16

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INTRODUCTION

English translation pending.

CORE DEFINITION

An anti-pattern in product design in which each iteration adds features without removing any, so complexity grows faster than value and the product drifts away from its core user goal. It is used as a negative model, a picture of the failure to avoid rather than a technique to apply. The key qualification is that the problem is not the number of features as such but the divergence between the feature set and the core goal. Each addition is locally justified, which is why the drift is invisible until complexity has already become unmanageable.

SCAFFOLDING EFFECT

psychology

Reduce cognitive load

- Goal alignment: test each proposed feature against the core user goal before accepting it. - Portfolio pruning: schedule regular removal of features that no longer serve the goal. - Count check: treat a growing feature count as a warning sign rather than as progress.

anchor

Anchor fast decisions

Features are added by separate requests, each reasonable in isolation, and none is ever removed, so the product's complexity grows monotonically while its coherence does not. Complexity raises the cost of learning, testing, and maintaining everything else, which degrades the core experience that originally attracted users. Because each individual addition looks justified, the drift is only visible when the whole feature set is compared against the original goal.

MINIMUM ACTION

In progress 0/1

Practice this model in one real situation:

Check to track your progress (stored locally)
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Source support: Explicit

  • link
    en.wikipedia.orghttps://en.wikipedia.org/wiki/Feature_creepZH · Explicit
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