§ VALIDATION · AMBER

SAME_DIRECTION_PULL_ACCUMULATION

Multiple dense objects are likely to distort the garment in the same direction cumulatively.

Distortion and cumulative pullDeterministic rule
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What it means

Multiple dense objects are likely to distort the garment in the same direction cumulatively.

Why it matters

Local rules can miss whole-design pull behavior.

Common triggers

  • stacked fills
  • parallel dense columns

Typical fixes

  • change stitch directions
  • break up density
  • test stitch

Notes

  • Whole-design heuristic but still deterministic.

Plan references

  • plan/57-context-aware-validation-matrix.md