§ VALIDATION · INFO OR AMBER

TEST_STITCH_RECOMMENDED

The design is in a borderline zone where a real stitch-out is strongly recommended before production.

Operator guidanceDeterministic rule
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What it means

The design is in a borderline zone where a real stitch-out is strongly recommended before production.

Why it matters

Some cases are not unsafe enough to block, but too risky to imply full confidence.

Common triggers

  • cap seam proximity
  • borderline thread match
  • complex leather setup

Typical fixes

  • run a sample stitch-out
  • review result before production

Notes

  • Recommendation-only rule with strong UX value.

Plan references

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