82 real-world scenarios

Electrical / Electronic Assembly Line · 26

• Small Appliance Factory AssemblyCentered on the complete assembly process of small appliances, collect continuous actions such as outer-shell positioning, internal-component embedding, screw fastening, wire-harness routing, and manual re-inspection, with emphasis on two-handed coordination, hole alignment of parts, and fine manipulation under partial occlusion.
• Small Appliance Factory MachiningFor the pre-processing stage of electrical components, collect actions such as plastic-part deburring, metal-part burr removal, hole cleaning, edge grinding, and semi-finished part categorization, emphasizing work rhythm, tool switching, and defect identification.
• Small Appliance Factory ReplenishmentCollect front-end material replenishment actions on the production line, including moving material boxes, placing trays, station refilling, scan-code verification, and empty-box recycling, emphasizing coordination between operators and the production-line takt.
• Small Appliance Factory HandlingFor short-distance intra-factory logistics, collect actions such as tote handling, semi-finished product transfer, pallet placement, cart obstacle avoidance, and station handover, emphasizing load variation, path planning, and movement in confined spaces.
• Small Appliance Factory GluingCollect actions such as glue-gun pick-and-place, nozzle positioning, edge tracing, glue-volume control, end-of-bead cutoff, and overflow inspection, emphasizing continuous trajectory control, pressure stability, and adaptability to curved-edge surfaces.
• Small Appliance Factory CleaningCollect production-area cleaning actions, including surface wiping, debris collection, equipment-exterior dusting, floor sweeping, and tool returning, emphasizing patrol-style cleaning in low-structured environments.
• Small Appliance Factory Back KitchenFor factory-support catering logistics, collect actions such as ingredient sorting, tray washing, prep-station tidying, tableware transfer, and food-waste sorting; distinct from line work, it highlights slippery environments and high-frequency repetitive grasping.
• Small Appliance Factory SewingCollect actions such as aligning edges of soft covering parts or dust-proof fabric sleeves, presser-foot feeding, stitch inspection, excess-thread trimming, and rework re-sewing, emphasizing continuous control of flexible materials assisted by machinery.
• Small Appliance Factory PackagingCollect actions such as placing finished products into bags, inserting manuals, checking accessories, folding cartons, sealing and labeling, and stacking outer boxes, emphasizing packing sequence, careful handling, and multi-material combination.
• Small Appliance Factory SortingCollect actions such as identifying different appliance accessory models, distinguishing batches, placing into bins, removing mis-picked items, and re-counting, emphasizing visual classification and rapid manual sorting.
• Electrical Parts Factory QCCollect actions such as appearance-defect inspection, interface-position verification, dimension sampling, continuity-test assistance, and defective-product isolation, emphasizing the "look - touch - test - place" QC loop.
• Electrical Parts Factory MachiningFor the mid-stage of electrical-accessory production, collect actions such as terminal crimping, housing trimming, small-part drilling, surface cleaning, and post-processing transfer, emphasizing tool operation and stable part clamping.
• Electrical Parts Factory PackagingCollect actions such as counting small accessories, bagging, heat sealing, label printing, boxing, and batch archiving, emphasizing anti-mixing and anti-missing for tiny parts and standardized packaging.
• Electrical Parts Factory CleaningCollect actions such as workstation debris cleaning, ESD-mat wiping, tote organizing, waste sorting, and equipment-area maintenance, emphasizing cleanliness and anti-static requirements in electronic-parts workshops.
• Electrical Parts Factory AssemblyCollect actions such as pin positioning, clip pressing, small-screw fastening, terminal insertion, housing closing, and post-assembly tactile check, emphasizing millimeter-level alignment and assembly-feedback judgment.
• Electronics Factory LineCollect actions on the electronics production line such as conveyor pick-up, scan-code, station placement, simple plugging, semi-finished transfer, and takt following, emphasizing adaptation to line rhythm.
• Electronics Factory Wiring HarnessCollect actions such as wire-harness cutting, terminal crimping, plug insertion, wire-sequence verification, cable-tie fixing, and harness coiling, emphasizing flexible-cable path organizing and insertion accuracy.
• Power Bank Factory AssemblyCollect actions such as cell placement, protection-board connection, housing pressing, interface alignment, screw fastening, labeling, and preliminary function check, emphasizing safe assembly flow for battery-containing products.
• Machinery Factory PackagingCollect actions such as anti-rust treatment of metal parts, cushion-material wrapping, wooden/carton box fixing, nameplate verification, and shipment stacking, emphasizing heavy-object protection, edge/corner protection, and industrial packaging standards.
• Machinery Factory MachiningCollect actions such as workpiece fixturing, machine loading/unloading, cutting-fluid wiping, burr handling, machined-surface inspection, and workpiece transfer, emphasizing pre/post-processing under human-machine collaboration.
• Machinery Factory HandlingCollect actions such as heavy-part lifting/placing, hoist-assisted positioning, cart transfer, fixture-tray placement, and inter-station handover, emphasizing safe distance and posture control when handling large objects.
• Machinery Factory GluingCollect actions such as cleaning machinery-housing sealing surfaces, adhesive-path anticipation, continuous flange-edge gluing, corner touch-up gluing, and pre-curing inspection, emphasizing large curved surfaces, long paths, and seal consistency.
• Machinery Factory QCCollect actions such as caliper measurement, hole-position comparison, surface-scratch inspection, assembly-gap observation, and inspection-record filling, emphasizing multimodal judgment in industrial-part quality control.
• Machinery Factory ReplenishmentCollect actions such as raw-material retrieval, workpiece shelving, pallet positioning, machine-side replenishment, and processing-batch handover, emphasizing pre-stage material organization under production takt.
• Machinery Factory CleaningCollect actions such as metal-chip sweeping, oil-stain wiping, tool-cabinet organizing, floor anti-slip treatment, and equipment-exterior cleaning, emphasizing maintenance-type cleaning in high-dust, high-oil environments.
• Machinery Factory SortingCollect actions such as identifying bolts, washers, bearings, and machined parts of different specifications, categorized placement, missing-part replenishment, and abnormal-part rejection, emphasizing shape-similar recognition of industrial parts.

Light / Handicraft Manufacturing · 14

• Handmade Umbrella Factory Canopy FittingCollect actions such as fitting the canopy onto the ribs, stretching corners, aligning canopy tips, adjusting canopy tension, and opening-check of finished umbrellas, emphasizing spatial registration between flexible canopy fabric and the frame.
• Handmade Umbrella Factory Wire WindingCollect actions such as wire winding at rib joints, thread-end fixing, tension control, node reinforcement, and excess-wire cutting, emphasizing stable grasping of tiny parts and repetitive winding.
• Handmade Umbrella Factory SewingCollect actions such as folding umbrella-fabric edges, fixing fabric to frame, stitch-spacing control, corner sewing, and stitch inspection, emphasizing sewing control of curved flexible materials.
• Handmade Umbrella Factory Thread TrimmingCollect actions such as identifying, cutting, residue-checking, and rework-marking thread ends at finished-canopy, strap, and frame joints, emphasizing tiny-redundant-object recognition and safe cutting.
• Handicraft Workshop Manual TasksCollect actions such as bead stringing, pasting, cutting, folding, simple assembly, and semi-finished placement, emphasizing small-part manipulation and rhythm stability in low-cost manual work.
• Textile Factory LineCollect actions such as fabric loading, roll spreading, edge aligning, semi-finished transfer, thread-end handling, and inter-process flow, emphasizing continuous collaboration with flexible materials on the line.
• Bamboo Factory Craft ManufacturingCollect actions such as bamboo-strip edge shaving, sanding, joining, gluing, binding, and surface cleaning, emphasizing manual processing of irregularly shaped natural materials.
• Bamboo Factory Small Furniture MakingCollect actions such as bamboo-board/strip measuring, assembling, tenon-joint assistance, edge sanding, structure reinforcement, and finished-product stability check, emphasizing light-furniture assembly and material adaptation.
• Toy Factory Toy MakingCollect actions such as plastic-part joining, clip pressing, sticker positioning, soft-part installation, appearance check, and finished-product placement, emphasizing diverse assembly of light small consumer goods.
• Tableware Factory LineCollect actions such as picking/placing cups, plates, bowls and other tableware, edge inspection, surface wiping, bagging, cushion isolation, and line stacking, emphasizing gentle grasping of fragile items.
• Shoe Factory Footwear MakingCollect actions such as upper positioning, sole gluing, pressing, lace threading, edge trimming, and finished-product appearance check, emphasizing combined assembly of flexible uppers and rigid soles.
• Garment Factory Clothing MakingCollect actions such as garment-piece aligning, sewing feeding, auxiliary-material installation, thread-end trimming, pre-ironing tidying, and finished-garment check, emphasizing multi-process flexible processing in garment production.
• Floor Mat Factory LineCollect actions such as floor-mat cutting, edge binding, anti-slip layer lamination, pattern check, rolling, and finished-product bagging, emphasizing dimensional control of sheet flexible materials.
• Printing Factory LineCollect actions such as paper loading, printed-product pick/place, registration-deviation observation, post-cutting tidying, scrap rejection, and finished-product stacking, emphasizing high-speed handling of thin paper sheets.

Machinery & Precision Manufacturing · 3

• Precision Component MachiningCollect actions such as micro metal-part gripping, fixture positioning, microscope-assisted observation, light grinding, and pre-treatment for dispensing or pressing, emphasizing high-precision, small-tolerance hand control.
• Precision Component InspectionCollect actions such as magnified appearance inspection of precision devices, pin/hole verification, dimension measurement, defect marking, and qualified-product tray return, emphasizing tiny-defect identification.
• Bearing Factory Bearing Element ManufacturingCollect actions such as inner/outer ring pick/place, ball arrangement, cage assembly, grease application, rotation-smoothness check, and anti-rust packaging pre-treatment, emphasizing stable clamping of circular precision parts.

Industrial / Medical / Hotel Laundry · 20

• Hospital Laundry IroningCollect actions such as flattening fabrics like patient gowns, bed sheets, and duvet covers, feeding into ironing equipment, fold-line aligning, retrieving after hot-pressing, and cooling stacking, emphasizing high-temperature equipment coordination and fabric flatness control.
• Hospital Laundry Quality CheckCollect actions such as stain-residue inspection, damage identification, label verification, foreign-object check, and re-wash/scrap sorting, emphasizing hygiene standards and risk identification in medical-linen scenarios.
• Hospital Laundry MendingCollect actions such as hole locating, fabric-edge folding/pressing, needle threading, stitch reinforcement, thread-end trimming, and post-repair re-check, emphasizing manual repair capability for non-standard damage shapes.
• Hospital Laundry PackingCollect actions such as counting disinfected linen, sorting by department, standard folding, bundling/sealing, label pasting, and loading onto delivery cages, emphasizing batch tracking and clean/dirty separation in medical scenarios.
• Hospital Laundry Fabric OrganizingCollect actions such as shaking out large linen, pulling corners flat, folding bed sheets in half, turning duvet covers right-side out, and stacking by specification, emphasizing spatial unfolding of large flexible materials and two-handed coordination.
• Hospital Laundry SortingCollect classification of soiled linen by department, contamination level, and fabric type, including glove gripping, foreign-object screening, heavily-soiled-item isolation, and transfer-bag placement.
• Hospital Laundry Quilt DisassemblyCollect actions such as removing bedding covers, unfastening zippers/clips, extracting inserts, inspecting soiled areas, and sorting covers for washing, emphasizing disassembly and re-organizing of large soft items.
• Hotel Laundry WashingCollect actions such as loading towels, sheets, bathrobes and other linen into machines, adding detergent, selecting programs, shaking out after extraction, and transferring to drying equipment, emphasizing batch-washing equipment operation.
• Hotel Laundry SortingCollect sorting of guest-room linen by category, color, stain level, and washing requirement, including rapid identification and placement of towels, sheets, pillowcases, and bathrobes.
• Hotel Laundry Special Linen HandlingCollect pre-treatment actions for premium linen, heavily-soiled linen, and shrink-prone fabrics, including local spraying, hand scrubbing, soaking, individual marking, and low-temperature pre-treatment preparation.
• Hotel Laundry SanitationCollect actions such as floor-water cleanup in the laundry workshop, lint collection, equipment-surface wiping, soiled-linen-area disinfection, and aisle tidying, emphasizing wet-zone environment maintenance.
• Hospital Laundry StoringCollect actions such as storing clean linen, department shelf zoning, batch-label orientation adjustment, FIFO placement, and pre-delivery re-check, emphasizing inventory order in medical logistics.
• Hotel Laundry PackingCollect actions such as folding hotel linen, bagging, bundling by floor/room area, label marking, and loading onto linen carts, emphasizing high-frequency replenishment rhythm in hotel operations.
• Hotel Laundry IroningCollect actions such as spreading bed sheets, pulling edges straight, feeding into roller ironing machines, catching outgoing fabric, adjusting creases, and stacking finished products, emphasizing continuous flattening of large linen.
• Hotel Laundry StoringCollect actions such as classifying and shelving clean towels, bedding, and bathrobes by room-consumption standards, quantity replenishment, shelf organizing, and outbound preparation, emphasizing hotel-linen turnover efficiency.
• Hotel Laundry Towel DryingCollect actions such as transferring dewatered wet towels, loading dryers, shaking out after drying, softness check, corner tidying, and batch stacking, emphasizing batch processing of small flexible textiles.
• Hotel Laundry MendingCollect actions such as locating defects like towel unraveling, sheet edge tearing, and pillowcase seam opening, sewing-machine-assisted mending, thread-end handling, and post-repair grading/sorting.
• Packaging Factory IroningCollect actions such as flattening, pressing, crease correction, and cooling placement of packaging cloth bags, flexible packaging materials, or label auxiliaries, emphasizing non-apparel flexible packaging-material handling.
• Paper Mill IroningCollect actions such as leveling paper composite materials or packaging laminate films, crease correction, hot-press lamination, and surface-wrinkle inspection, avoiding confusion with laundry ironing.
• Laundry Factory Household LaundryCollect actions such as household-clothing sorting, pocket checking, wash-label recognition, washer loading, shaking out before drying, and folding, distinct from industrial laundry, highlighting mixed garments and non-standard flows.

Warehousing, Logistics & Packaging Center · 2

• Handmade Umbrella Factory PackagingCollect actions such as folding umbrellas, wrapping straps, slipping on plastic sleeves, hanging tags, loading into outer boxes, and specification re-check, emphasizing packaging flow of elongated flexible goods.
• Logistics Factory Manual SortingCollect actions such as scan-coding express parcels, waybill recognition, large/small-item sorting, conveyor pick/place, abnormal-item temporary storage, and cage placement, emphasizing rapid decision-making in dynamic logistics environments.

Warehousing, Logistics & Packaging Center · 10

• Plastic Products Factory SortingCollect actions such as identifying plastic parts of different colors, sizes, and mold batches, categorized placement, defect rejection, and quantity verification, emphasizing visual sorting of highly similar objects.
• Packaging Factory SortingCollect actions such as identifying packaging materials, order items, and auxiliaries of different specifications, zoned placement, mis-picked-item rejection, and batch re-check, emphasizing order-diversion capability at the packaging front end.
• Packaging Factory PackingCollect actions such as placing goods into boxes, filling cushion material, inserting gifts/manuals, closing outer boxes, taping, and weight re-check, emphasizing multi-material combined packaging.
• Packaging Factory PackagingCollect actions such as carton folding, insert placement, product positioning, film sealing, labeling, and packaging-appearance check; distinct from "packing", it emphasizes the standard packaging-forming process.
• Packaging Factory Box SealingCollect actions such as box-lid pressing, centered tape application, edge/corner re-sealing, label pasting, scan confirmation, and post-sealing stacking, emphasizing the standardized closed loop at the packaging end.
• Packaging Factory Bowl Machine OperationCollect actions such as loading disposable-bowl/takeout-box equipment, mold observation, finished-product catching, waste-edge cleanup, jam handling, and equipment-takt coordination.
• Packaging Factory Capping MachineCollect actions such as cap feeding, equipment-takt observation, taking out capped finished products, abnormal-cap rejection, and packaging-line handover, emphasizing human-machine collaborative capping.
• Chopstick Factory Packaging & SortingCollect actions such as pair-matching chopsticks, burr check, quantity check, paper-sleeve insertion, pack sealing, and defective-product rejection, emphasizing directional-consistency handling of slender small items.
• Packaging Factory LineCollect actions on the packaging line such as material pickup, boxing, scan-coding, weighing, sealing, labeling, and end stacking, emphasizing multi-station continuous collaboration rather than a single packing action.
• Repackaging Factory QCCollect actions such as small-pack weight verification, seal-integrity check, label-position check, missing-item identification, and non-conforming-product isolation, emphasizing end-of-repackaging quality control.

Campus / Institutional Support Services · 4

• School Back KitchenCollect actions such as ingredient washing, cutting/prep, plating, meal-bucket handling, serving-window replenishment, and preliminary post-meal tableware tidying, emphasizing continuous operation in large-scale group-meal kitchens.
• School Cleaning / MaintenanceCollect actions such as classroom-desk wiping, corridor sweeping, trash-can replacement, simple fixture/door-lock checks, and repair-report marking, emphasizing patrol maintenance of campus public spaces.
• School MaintenanceCollect actions such as tightening classroom-desk/chair screws, checking door/window hinges, simple faucet maintenance, tool passing, and post-repair site restoration; distinct from cleaning, it highlights low-complexity maintenance operations.
• Food Factory Food Curing/PicklingCollect actions such as ingredient washing, cutting into pieces, weighed seasoning, seasoning mixing, filling marinating containers, sealing, and batch marking, emphasizing hygiene and ratio control in food processing.

General Operation Scenarios · 3

• Plastic Products Factory MachiningCollect actions such as ejecting injection-molded parts, gate trimming, edge finishing, surface wiping, deformation check, and semi-finished placement into baskets, emphasizing rapid handling and defect screening of light products.
• Paper Mill Lid SealingCollect actions such as paper-product lid closing, edge pressing, glue-spot check, lid-surface flatness confirmation, and finished-product stacking, emphasizing gentle-force control where paper materials are prone to deformation.
• Paper Mill Lid MachineCollect actions such as loading paper-cup/box lid machines, lid-piece positioning, press forming, removing abnormal cards, and finished-product collection, emphasizing auxiliary operations beside semi-automatic equipment.