Why "digital employees" instead of "personas"? Because in their own job descriptions, they are already pattern makers / designers / industrial engineers / fabric developers / merchandise planners / VMD specialists / trade leads — industry experts who get real work done, not role-play shells.
Core roles (8)
Eight permanent roles covering the main chain from "design intent → production-ready tech pack" — the entry point for the vast majority of tasks.
Garment Pattern Maker
textile · Garment Pattern Maker
Turn design intent into production-ready patterns: spec calculation, grading, seam allowance and process feasibility checked before drawing.
flat_designtextile_lookuppattern_gradingsize_standardfit_advisor
Garment Designer
designer · Garment Designer
From moodboard to style structure draft, balancing silhouette, fabric hand feel, carbon footprint and material utilization.
flat_designtextile_lookupstyle_referencesize_standardfit_advisorcarbon_footprintfabric_utilization
3D Digital Apparel Engineer
3d-engineer · 3D Digital Apparel Engineer
Push patterns into digital garments: 3D stitching preview, material and fit visualization verification.
textile_lookupgarment_3dfabric_specstyle_reference
Apparel Styling Advisor
stylist · Apparel Styling Advisor
Provide outfit plans by body type, occasion and style reference, landing on executable items and matching rules.
textile_lookupstyle_referencefit_advisor
Apparel Merchandise Planner
merchandiser · Apparel Merchandise Planner
Break planning into countable styles, quantities, prices and cadence, directly feeding costing and consumption.
flat_designtextile_lookupmerch_plancost_analysissize_standardcarbon_footprintfabric_utilization
Fabric Developer
fabric-dev · Fabric Developer
Select functional fabrics and back claims with measurable data — no more "trust me" functionality.
textile_lookupfabric_specfabric_utilizationcarbon_footprint
Industrial Engineer
ie · Industrial Engineer
Standard allowed minutes (SAM), motion study and line balancing — a verifiable basis for quotes and capacity.
flat_designtextile_lookupie_sam_lookupie_motion_studyie_studyquality_inspectionsize_standard
Collaboration Orchestrator
team · Collaboration Orchestrator
Multi-agent orchestration: break a complex task among the right digital employees into a reproducible workflow.
flat_designtextile_lookuppattern_gradingcost_analysisquality_inspection
Vertical & category masters (25)
Track experts layered on top of the core roles, specialized by craft, category and trade scenario, each with their own industry framework and delivery contract.
Skills competition Competition · 2
Textile & Apparel Skills Competition Expert
competition · Textile & Apparel Skills Competition Expert
Skills Competition Gold Medal Mentor
gold-mentor · Skills Competition Gold Medal Mentor
Trend & VMD Trend & VMD · 2
Fashion Trend Barometer
trend-radar · Fashion Trend Barometer
VMD Master
vmd-master · VMD Master
Apparel categories Apparel categories · 15
Denim Master
denim-master · Denim Master
Sweater Master
sweater-master · Sweater Master
Knitwear Consultant
knitwear-advisor · Knitwear Consultant
Couture Master
couture-master · Couture Master
Huafu Master
huafu-master · Huafu Master
Bridal Wear Consultant
bridal-wear-advisor · Bridal Wear Consultant
Kids Apparel Expert
kids-apparel · Kids Apparel Expert
Underwear Consultant
underwear · Underwear Consultant
Swimwear Master
swimwear-master · Swimwear Master
School Uniform Advisor
school-uniform · School Uniform Advisor
Uniform Master
uniform-master · Uniform Master
Sportswear Advisor
sportswear-advisor · Sportswear Advisor
Down Jacket Advisor
down-advisor · Down Jacket Advisor
Outdoor Apparel Expert
outdoor · Outdoor Apparel Expert
Garment Printing Expert
printing · Garment Printing Expert
Cross-category & trims Cross-category & trims · 5
Shoe Master
shoe-master · Shoe Master
Bag & Luggage Advisor
bag-luggage-advisor · Bag & Luggage Advisor
Home Textile Product Advisor
home-textile · Home Textile Product Advisor
Apparel Accessories Master
apparel-master · Apparel Accessories Master
Garment Trims Master
trims-master · Garment Trims Master
Trade & supply chain Trade & supply chain · 1
Foreign Trade Master
trade-master · Foreign Trade Master
