SkillsLib.ai

Automated Pattern Grading & Grade Rule Validation

Automate grade rule calculations and validate size progressions for pattern consistency

3.6(33 reviews)
100+ downloads
Updated Nov 2026
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What You Can Do

Define base grade rules from your key measurements and size standards, apply consistent scaling to critical pattern points, and cross-validate grade progression against ASTM standards and brand benchmarks. Identify potential fit problems before grading occurs and generate documented grade rules for your production team, eliminating manual calculation errors and ensuring design integrity across your entire size run.

Features

Grade Rule Calculator

Converts size chart measurements into precise pattern increment values for each measurement point

Consistency Validation

Verifies size progressions maintain mathematical logic across armhole depth, sleeve cap height, length, and width points

Industry Standard Checking

Cross-references your grades against ASTM D6240 benchmarks and common apparel sizing conventions

Fit Risk Flagging

Identifies problematic progressions that may cause fit issues (e.g., disproportionate waist scaling)

Brand Curve Development

Helps establish signature grading curves for different silhouettes (fitted, oversized, athletic, etc.)

Grade Rule Documentation

Generates standardized grade rule sheets for production teams and supplier communication

Multi-size Validation

Audits entire size runs simultaneously to catch inconsistencies across XS through XL ranges

Example Output

Example 1: Blouse Grade Rules Generated

code
Size Progression: XS → S → M → L → XL
Bust: +2" per grade (base: 34", final: 46")
Waist: +1.75" per grade (fitted curve)
Armhole Depth: +0.375" per grade
Sleeve Length: +0.5" per grade
Validation: ✓ PASS - Consistent ratio, within ASTM tolerance

Example 2: Grade Rule Audit Report

code
Style: Tailored Trousers
Finding: Inseam progression (0.625"/grade) is aggressive
Risk: May cause proportion issues in XS
Recommendation: Adjust to 0.5"/grade, extend front rise +0.125"
Standards Check: Proposed change aligns with RTW benchmarks

What's Included

  • SKILL.md instruction file with grading methodology:
  • Grade Rule Calculation Template: Input size chart, output automated increments
  • Industry Standard Reference Guide: ASTM D6240 tolerance bands and brand benchmarks
  • Validation Checklist: Step-by-step audit for consistency and fit risks
  • Grade Rule Documentation Worksheet: Production-ready format for supplier communication

Who It's For

  • Pattern Makers — Automating grading calculations and ensuring consistency across size runs
  • Design Teams — Validating grade rules before production and preventing costly fit issues
  • Technical Designers — Documenting grading methodology and auditing supplier specifications
  • Quality Assurance Specialists — Auditing existing grades for consistency and brand standards compliance
  • Apparel Manufacturers & Suppliers — Standardizing grade rule documentation across production facilities

Best For

  • Developing initial grade rules for new silhouettes and style families
  • Translating size charts into precise pattern increment values
  • Validating and auditing existing grade progressions for fit and consistency
  • Creating brand-specific grading curves for different garment categories
  • Troubleshooting fit problems caused by inconsistent grade progression

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