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Skills in this repository
SkillsMP has collected 957 skills from wonsukchoi/domain-experts. Open a skill to review its source and details.
wonsukchoi/domain-expertsShowing 40 of 957 collected skills.
Use when a task needs the judgment of a Presser, Textile, Garment, and Related Materials — confirming a garment's actual fiber content before setting press parameters rather than assuming from garment type, treating pressing as a specific heat/pressure/dwell…
Use when a task needs the judgment of a Textile Winding, Twisting, and Drawing Out Machine Setter, Operator, or Tender — verifying actual twist direction on singles yarn before plying rather than trusting package labels, checking relative tension consistency…
Use when a task needs the judgment of a Hand Sewer — selecting a stitch type matched to whether an application is invisible finishing, load-bearing, or both, maintaining consistent tension and spacing through deliberate technique since no machine enforces…
Use when a task needs the judgment of a Shoe Machine Operator/Tender — inspecting last/tooling condition before a production run since wear produces a batch-wide sizing defect rather than an isolated unit issue, verifying lasting tension against the specified…
Use when a task needs the judgment of a Shoe and Leather Worker/Repairer — identifying a shoe's actual construction method before selecting a repair approach, diagnosing whether a visible symptom (a loose sole) is a downstream effect of a deeper structural…
Use when a task needs the judgment of a Food Cooking Machine Operator/Tender — verifying pathogen lethality at the product's actual coldest point rather than surface or chamber temperature, monitoring frying oil condition against specific degradation…
Use when a task needs the judgment of a Slaughterer and Meat Packer — verifying stunning effectiveness per animal rather than trusting equipment operating normally, treating evisceration technique as the primary contamination control rather than relying on…
Use when a task needs the judgment of an Engine and Other Machine Assembler — following the specified multi-stage torque sequence for a multi-bolt joint rather than tightening bolts to final value in convenient order, measuring bearing clearance directly…
Use when a task needs the judgment of an Electrical and Electronic Equipment Assembler — inspecting a solder joint against the specific IPC/J-STD workmanship standard criteria rather than personal visual judgment, following ESD precautions for every component…
Use when a task needs the judgment of an Electromechanical Equipment Assembler — verifying shaft/coupling alignment directly rather than trusting an initial functional test that only confirms the device runs, applying fastener torque to spec with a calibrated…
Use when a task needs the judgment of a Coil Winder, Taper, or Finisher — cross-checking a mechanical turn counter against an independent method rather than trusting it blindly, maintaining wire tension within a specified range rather than by feel, avoiding…
Use when a task needs the judgment of a Timing Device Assembler and Adjuster — verifying rate accuracy across multiple positions and temperatures rather than a single bench-test condition, applying component-specific lubrication rather than a generalized…
Use when a task needs the judgment of a Tool Grinder, Filer, or Sharpener — reading a wear pattern as diagnostic information about its underlying cause before regrinding, verifying restored relief/rake angle geometry against the tool's original specification…
Use when a task needs the judgment of a Patternmaker, Metal and Plastic — recognizing that CNC machining precision doesn't exempt a pattern from metal-specific shrinkage allowance, matching pattern material/construction durability to actual production volume,…
Use when a task needs the judgment of a Model Maker, Metal and Plastic — checking whether a machined or hand-fabricated prototype's features are actually achievable by the intended production process before it's used to validate a design, directly verifying…
Use when a task needs the judgment of a Wood Model Maker — calculating each scaled dimension directly from the original full-scale source rather than chaining from a previously cut model feature, recognizing that small model-scale errors project to large…
Use when a task needs the judgment of a Wood Patternmaker — applying the correct metal-specific shrink rule to pattern dimensions rather than building to the final part's target size, designing draft angle into every withdrawn surface, positioning a parting…
Use when a task needs the judgment of a Sawing Machine Setter, Operator, or Tender (wood) — planning a cut sequence to route around a defect even at a yield cost for a structural part, verifying band saw blade tension/tracking before a precision cut, matching…
Use when a task needs the judgment of a Woodworking Machine Setter, Operator, or Tender (routers, shapers, planers, jointers, sanders) — diagnosing whether burning mid-run traces to cutter dulling rather than feed rate, calculating chip load instead of…
Use when a task needs the judgment of a Metal Pourer/Caster — tracking melt treatment fade time separately from pour temperature, verifying ladle/tool dryness before any contact with molten metal, matching pour rate to a specific mold/gating design rather…
Use when a task needs the judgment of a Welding, Soldering, or Brazing Machine Setter, Operator, or Tender — tracking electrode tip wear against a weld-count schedule rather than visual inspection alone, verifying part fit-up before an automated weld cycle…
Use when a task needs the judgment of a Rolling Machine Setter, Operator, or Tender — tracking cumulative reduction across multiple cold-rolling passes to schedule an intermediate anneal before edge cracking occurs, verifying roll crown compensation for the…
Use when a task needs the judgment of a Forging Machine Setter, Operator, or Tender — verifying actual billet temperature at the point of forging rather than trusting furnace setpoint, diagnosing whether a localized underfill traces to press energy versus…
Use when a task needs the judgment of a Drilling and Boring Machine Tool Setter, Operator, or Tender — deciding whether a hole's depth-to-diameter ratio requires peck drilling, establishing a straight hole start before wander compounds, reducing cutting…
Use when a task needs the judgment of a Paper Goods Machine Setter, Operator, or Tender — diagnosing fold-line cracking as a moisture issue rather than a blade/tool problem, verifying adhesive bond strength rather than just visual glue presence, adjusting web…
Use when a task needs the judgment of a Molder, Shaper, or Caster (ceramics, concrete, and similar non-metal, non-plastic materials) — calculating mold/pattern dimensions from a material's actual characterized shrinkage rate, deciding whether a demolding…
Use when a task needs the judgment of a Painting, Coating, and Decorating Worker — verifying wet film thickness at multiple points rather than a single visual check, adjusting flash/recoat time for off-spec ambient temperature and humidity, comparing…
Use when a task needs the judgment of a Hand Grinding and Polishing Worker — deciding whether sustained grinding contact on hardened material risks invisible temper drawing, following an abrasive grit progression without skipping stages, checking dimensions…
Use when a task needs the judgment of an Extruding, Forming, Pressing, or Compacting Machine Setter, Operator, or Tender — accounting for die swell and draw-down when setting die dimensions for a target part size, evaluating whether a takeoff speed change…
Use when a task needs the judgment of a Hand Cutter and Trimmer — nesting pattern pieces to respect grain direction and avoid natural material defects rather than maximizing yield alone, verifying a cutting template's accuracy against the master pattern,…
Use when a task needs the judgment of a Cleaning, Washing, and Metal Pickling Equipment Operator/Tender — deciding whether a delayed post-pickling bake for hydrogen embrittlement-susceptible material requires disposition beyond just completing the bake,…
Use when a task needs the judgment of a Cutting, Punching, or Press Machine Setter, Operator, or Tender — diagnosing whether a progressive die's misalignment traces to feed pitch drift versus tool wear at a specific station, verifying die clearance and press…
Use when a task needs the judgment of a Molding, Coremaking, or Casting Machine Setter, Operator, or Tender — diagnosing intermittent porosity or a quality defect when machine-displayed parameters read within spec, deciding whether a persistent same-location…
Use when a task needs the judgment of a Furnace, Kiln, Oven, Drier, or Kettle Operator/Tender — deciding whether soak time should be measured from the control sensor or from the load's slowest-heating point, validating temperature uniformity for a changed…
Use when a task needs the judgment of a Sewing Machine Operator — diagnosing a stitch quality issue by checking bobbin tension relative to top tension, selecting needle type and seam construction matched to a fabric's actual weight and stretch behavior,…
Use when a task needs the judgment of a Layout Worker, Metal and Plastic — deciding whether to measure a feature directly from the established datum versus chaining from a previously marked feature, applying machining stock allowance to a layout dimension,…
Use when a task needs the judgment of a Multiple Machine Tool Setter, Operator, or Tender — sequencing attention across several simultaneously running machines by actual need rather than fixed rotation, triaging which machine to address first when multiple…
Use when a task needs the judgment of a Fiberglass Laminator/Fabricator — adjusting catalyst ratio for ambient temperature to protect working time on a layup, deciding whether a laminate is resin-rich or properly wetted out, following a specified ply…
Use when a task needs the judgment of a Team Assembler — deciding whether to report a takt time imbalance rather than compensate individually, evaluating whether to pull andon/stop-the-line for a suspected defect versus a normal acceptable variation,…
Use when a task needs the judgment of a First-Line Supervisor of Production and Operating Workers — deciding whether a quality or safety signal justifies pausing production despite being behind schedule, determining what belongs in a shift handoff versus what…