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957 published skills · page 9 of 10

  1. Radiation Therapist · wonsukchoi bundle
    Use when a task needs the judgment of a radiation therapist — evaluating a daily setup-imaging shift against protocol tolerance before delivering a fraction, reconciling cumulative delivered dose against the prescription at a chart-check milestone, grading an acute skin/mucosal reaction and deciding whether to escalate, or interpreting whether a trend across consecutive fractions signals anatomic change rather than routine setup variance.
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  2. Robotics Technician · wonsukchoi bundle
    Use when a task needs the judgment of a Robotics Technician — installing and commissioning an industrial robot cell, remastering a joint and verifying the stored pulse count after a collision or encoder-battery replacement, running a lockout/tagout on a multi-axis cell with electrical/pneumatic/hydraulic stored energy, calibrating a Tool Center Point and judging the residual against process tolerance, decomposing a cycle-time regression by program segment to find the actual driver, or verifying a safety-rated stopping distance/time measurement against the certified spec after a repair. Distinct from a robotics-engineer (owns kinematic structure, actuator sizing, and control-loop design for a robot not yet built) — this role installs, commissions, calibrates, troubleshoots, and maintains a robot whose design is already fixed.
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  3. Sailor Marine Oiler · wonsukchoi bundle
    Use when a task needs the judgment of a Sailor/Marine Oiler (unlicensed deck or engine-room rating) — positioning crew clear of a mooring line's snap-back zone before heaving in, running an engine-room gauge/sounding round and deciding what's a normal reading versus what needs escalation to the engineer of the watch, sequencing a chipping/priming/painting preservation cycle on exposed steel, or checking a vessel's abandon-ship and lifeboat drill compliance against SOLAS intervals.
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  4. School Psychologist · wonsukchoi bundle
    Use when a task needs the judgment of a school psychologist — determining special-education eligibility from RTI/discrepancy data, designing or interpreting a Functional Behavior Assessment, distinguishing a disability-driven eligibility question from an instructional or exclusionary-factor explanation, planning a school crisis response, or writing an eligibility-determination report for a multidisciplinary team.
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  5. Security Supervisor · wonsukchoi bundle
    Use when a task needs the judgment of a first-line security supervisor — building post coverage and shift schedules, deciding how to fill a callout or staffing gap, reviewing an incident or use-of-force report, responding to a client's request to cut a post, or handling an officer performance or discipline issue.
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  6. Skincare Specialist · wonsukchoi bundle
    Use when a task needs the judgment of a skincare specialist (esthetician) — assessing Fitzpatrick skin type and current actives before selecting a chemical-peel or exfoliation strength, screening for a contraindication or drug interaction (isotretinoin, recent retinoid use, photosensitizing medication), sequencing a client's at-home active-ingredient routine to avoid over-exfoliation, or recognizing a lesion that needs a dermatologist referral instead of a facial.
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  7. Sociology Professor · wonsukchoi bundle
    Use when a task needs the judgment of a Sociology Professor — deciding how to evaluate a book-track versus article-track tenure file, scoping an IRB filing for ethnographic or interview fieldwork, designing a syllabus unit on a stratification topic (race, gender, class) without manufacturing false balance on settled findings, or triaging a journal desk rejection at a top generalist outlet.
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  8. Software QA Analyst · wonsukchoi bundle
    Use when a task needs the judgment of a Software QA Analyst/Tester — designing boundary value and equivalence-partition test cases for an input range, checking a test suite's shape against the test pyramid (unit vs. integration vs. E2E ratio), interpreting code coverage as a gap-finder rather than a quality guarantee, triaging a flaky test, prioritizing test effort by risk, or classifying a bug's severity and priority.
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  9. Technical Recruiter · wonsukchoi bundle
    Use when a task needs the judgment of a technical recruiter/talent acquisition partner — sourcing candidates, screening resumes, structuring an interview process, evaluating a candidate against a role, or closing an offer. Distinct from an HR/people manager role — this one owns getting the right person hired, not managing them afterward.
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  10. Tree Trimmer Pruner · wonsukchoi bundle
    Use when a task needs the judgment of a tree trimmer/pruner — deciding whether a limb or union is structurally sound enough to leave, planning a rigged removal near a power line, setting a pruning cut plan that respects live-crown limits, or rating a tree's failure risk before crews or property are exposed to it.
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  11. Validation Engineer · wonsukchoi bundle
    Use when a task needs the judgment of a Validation Engineer — authoring or reviewing an IQ/OQ/PQ or process-performance-qualification (PPQ) protocol and justifying the batch/run count, computing a cleaning-validation acceptance limit (MACO from a toxicologically derived PDE/HBEL versus legacy 10 ppm or 1/1000-dose criteria), classifying a computerized system under GAMP 5 to scope CSV/CSA testing depth, auditing an existing validation package for regulatory compliance before batch release, or investigating an analytical-method validation failure against ICH Q2 acceptance criteria. Distinct from a manufacturing-engineer (owns making a process capable — fixturing, Cpk, PFMEA) — this role owns formally proving and documenting that a process, system, method, or piece of software meets its predefined requirements before it is allowed to run; the deliverable is an approved protocol or report, not a capability number.
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  12. Adult Esl Instructor · wonsukchoi bundle
    Use when a task needs the judgment of an Adult ESL/Basic Education Instructor — placing a new adult learner using standardized assessment scores, designing life-context-relevant lesson content for working adults, tracking NRS-reportable level gains, addressing attendance/retention barriers, or preparing a learner for GED/HSE or workplace English benchmarks.
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  13. Agricultural Manager · wonsukchoi bundle
    Use when a task needs the judgment of a Farmer, Rancher, or other Agricultural Manager — deciding a planting/breeding mix or acreage shift under price and weather uncertainty, sizing a hedge or crop-insurance coverage level, running break-even and diversification scenarios before a capital or input commitment, or evaluating land/herd management practices against long-term productive capacity.
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  14. Broadcast Technician · wonsukchoi bundle
    Use when a task needs the judgment of a Broadcast Technician — diagnosing a transmitter power/VSWR alarm, triaging an EAS (Emergency Alert System) relay failure, chasing a loudness-compliance complaint back to its source, or building the redundancy/failover plan for a master-control or transmitter site.
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  15. Construction Laborer · wonsukchoi bundle
    Use when a task needs the judgment of a construction laborer — determining which OSHA-mandated protective system (sloping, benching, shoring, or shielding) a trench needs given its soil classification and depth, working as spotter/signal person on a crane or heavy-equipment lift, staging material and equipment on an active multi-trade site, or reading which hazard zone (excavation, crane swing, electrical rough-in) is live as work moves across the site.
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  16. Construction Manager · wonsukchoi bundle
    Use when a task needs the judgment of a Construction Manager — planning or sequencing a construction project, evaluating a schedule/cost tradeoff, managing subcontractors and site safety, or responding to an unexpected site condition or delay.
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  17. Construction Painter · wonsukchoi bundle
    Use when a task needs the judgment of a construction/maintenance painter — scoping an exterior or interior repaint, diagnosing why a paint job failed (blistering, alligatoring, peeling), pricing a job against real coat-count and prep requirements, deciding whether EPA lead-paint rules apply, or timing application against moisture and weather conditions.
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  18. Correctional Officer · wonsukchoi bundle
    Use when a task needs the judgment of a correctional officer or jailer — scoring an inmate-classification instrument, deciding a use-of-force response level, running a cell/contraband search, preparing evidence for a disciplinary hearing, or screening an inmate for suicide/mental-health crisis risk.
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  19. Corrections Sergeant · wonsukchoi bundle
    Use when a task needs the judgment of a corrections sergeant or shift supervisor — mandating overtime to restore a post below minimum staffing, reviewing and countersigning a subordinate's use-of-force report, running progressive discipline for a line officer, assuming incident command during a multi-officer response, or handling a first-level inmate grievance.
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  20. Correspondence Clerk · wonsukchoi bundle
    Use when a task needs the judgment of a Correspondence Clerk — selecting and customizing a template response to a standardized written inquiry, triaging a correspondence queue against SLA deadlines, deciding when a form letter suffices versus needs escalation, or auditing a response-template library for staleness.
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  21. Crane Tower Operator · wonsukchoi bundle
    Use when a task needs the judgment of a Crane and Tower Operator — deciding whether current gust readings require a stand-down given a specific load's sail area, running a blind lift through a signal person when the pick or landing zone is outside the cab's sightline, reading a fixed installation's load chart at the counterweight/jib configuration actually installed, calculating each crane's load share on a two-crane tandem pick, or judging when to set the jib to free-slew ahead of a wind event.
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  22. Direct Entry Midwife · wonsukchoi bundle
    Use when a task needs the judgment of a direct-entry midwife (CPM) practicing out-of-hospital birth — screening whether a pregnancy or labor is still eligible for a planned home/birth-center birth, deciding the exact moment to activate a transfer or 911 transport, running a postpartum-hemorrhage protocol without hospital blood-bank backup, or writing the SBAR handoff that hands a client to a receiving hospital.
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  23. Electronics Engineer · wonsukchoi bundle
    Use when a task needs the judgment of an Electronics Engineer working on RF, analog, and mixed-signal hardware — closing an RF link budget for a wireless telemetry radio, sizing an op-amp or instrumentation-amplifier front end against a gain-bandwidth constraint, designing an anti-alias or IF filter to a cutoff and Q, pre-checking a design against FCC/IEC EMC radiated-emissions limits before formal compliance testing, or picking between a superheterodyne and direct-conversion receiver architecture.
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  24. Endoscopy Technician · wonsukchoi bundle
    Use when a task needs the judgment of an Endoscopy Technician — deciding whether to release or quarantine a scope after a failed leak test or minimum-effective-concentration (MEC) reading, handling a point-of-use treatment delay against the manufacturer's reprocessing window, triaging a borescope finding on a working channel, or troubleshooting equipment and passing accessories during a live GI procedure.
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  25. Fiberglass Laminator · wonsukchoi bundle
    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 orientation schedule versus a more material-efficient alternative, or evaluating whether a trapped-air or dry-spot defect requires scrapping a part versus a surface repair.
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  26. Finish Trades Helper · wonsukchoi bundle
    Use when a task needs the judgment of a painting/paperhanging/plastering helper — mixing scratch or brown coat stucco to a plasterer's trowel pace, building lead-safe (EPA RRP) containment before a painter scrapes a pre-1978 surface, staging paste and pattern-matched drops for a paperhanger, boxing and loading paint for a sprayer, or writing an end-of-day material and containment handoff.
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  27. Fish And Game Warden · wonsukchoi bundle
    Use when a task needs the judgment of a Fish and Game Warden — evaluating a bag-limit or license-compliance check, calculating restitution/civil-penalty exposure for a poaching case, assessing search-and-seizure authority for a wildlife stop, building a chain-of-custody plan for degrading evidence, or investigating a habitat/environmental wildlife crime.
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  28. Food Service Manager · wonsukchoi bundle
    Use when a task needs the judgment of a Food Service Manager — pricing a menu against food cost targets, managing labor scheduling against sales forecasts, diagnosing a food cost or waste variance, handling a health-inspection or food-safety issue, or deciding whether to 86 an item or adjust a supplier.
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  29. Full Stack Developer · wonsukchoi bundle
    Use when a task needs the judgment of a full-stack developer — shipping a feature end to end across UI, API, and database; designing the client/server contract; choosing a rendering strategy (SSR/CSR/SSG); diagnosing whether a slow page is network, render, or query; or deciding where a piece of state should live.
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  30. Funeral Home Manager · wonsukchoi bundle
    Use when a task needs the judgment of a Funeral Home Manager — running a General Price List (GPL) and FTC Funeral Rule compliant arrangement conference, structuring a guaranteed vs. non-guaranteed preneed contract, deciding cash-advance item markup disclosure, modeling break-even case volume against a rising cremation mix, or staffing licensed-director coverage for after-hours first call.
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  31. Gambling Cage Worker · wonsukchoi bundle
    Use when a task needs the judgment of a gambling cage worker — reconciling a cage bank at end of shift, issuing or redeeming a marker against a patron's credit limit, processing a fill or credit slip between the cage and a table game, or determining whether a large cash transaction triggers a Title 31 CTR.
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  32. Geoscience Professor · wonsukchoi bundle
    Use when a task needs the judgment of a postsecondary Atmospheric, Earth, Marine, and Space Sciences professor — allocating limited semester effort across teaching, research, and service ahead of a tenure or promotion review, redesigning an intro gen-ed course around documented student misconceptions, timing an NSF GEO grant submission against a grad student's funding cliff, or setting a field course's safety protocol before enrollment opens.
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  33. Histology Technician · wonsukchoi bundle
    Use when a task needs the judgment of a Histology Technician (Histotechnician/Histotechnologist) — deciding how to gross-section and fix a specimen before it goes stale, troubleshooting a microtome or staining artifact, working an IHC control failure or antigen-retrieval mismatch, or investigating a floater or fixation-timing deviation before a case can sign out. A reasoning aid, not a substitute for a certified histotechnician or the laboratory director of record.
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  34. Hoist Winch Operator · wonsukchoi bundle
    Use when a task needs the judgment of a Hoist and Winch Operator — reading a winch drum's layer-specific line-pull rating instead of the bare-drum nameplate figure for a load near the top of a multi-layer wind, verifying an anti-two-block device is functional and not bypassed before a hoist that brings the block near the boom tip or headframe sheave, confirming brake holding capacity before leaving a load suspended on the hook, checking fleet angle and drum spooling before a lift, or choosing the operating discipline that applies to a mine hoist, a marine cargo/mooring winch, or a construction material hoist.
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  35. Industrial Ecologist · wonsukchoi bundle
    Use when a task needs the judgment of an Industrial Ecologist — scoping and running a life-cycle assessment (LCA), evaluating a byproduct-exchange or industrial-symbiosis proposal, auditing a recycled-content or "circular economy" claim, or building a facility- or regional-scale material/energy flow analysis (MFA).
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  36. Insulation Installer · wonsukchoi bundle
    Use when a task needs the judgment of an insulation installer — sizing and sequencing an attic, wall, or floor insulation job to a climate zone's code-required R-value, choosing between fiberglass batt, blown cellulose, or open-/closed-cell spray foam for a cavity, deciding whether exposed foam needs a thermal barrier, or diagnosing an ice-dam, moisture, or failed blower-door result against the installed assembly.
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  37. Intelligence Analyst · wonsukchoi bundle
    Use when a task needs the judgment of a law-enforcement or security Intelligence Analyst — building an Analysis of Competing Hypotheses (ACH) matrix from fragmentary reporting, grading source reliability and information credibility on the Admiralty scale, mapping a criminal network's link chart to find the actual facilitator, calibrating confidence language in an intelligence bulletin, or red-teaming a fast-forming analytic consensus.
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  38. Kindergarten Teacher · wonsukchoi bundle
    Use when a task needs the judgment of a Kindergarten Teacher — interpreting an early-literacy screener (letter-sound, phoneme segmentation) and deciding on Tier 2 intervention, evaluating a retention or redshirting question at year-end, planning whole-group instruction sized to a five-year-old's attention span, writing a kindergarten-entry or end-of-year parent conference summary, or triaging whether a behavior signal is a Child Find/IEP referral or a typical self-regulation gap.
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  39. Manufacturing Potter · wonsukchoi bundle
    Use when a task needs the judgment of a Manufacturing Potter — calculating wet-form dimensions from a target fired size and the clay body's total shrinkage rate, verifying documented glaze fit before selecting a glaze for a clay body, slowing firing ramp rate through critical temperature ranges like quartz inversion, or verifying actual heat-work with pyrometric cones rather than the kiln controller's readout alone.
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  40. Marketing Strategist · wonsukchoi bundle
    Use when a task needs senior marketing-strategist judgment — positioning a product, choosing and pruning channels, splitting budget across brand and performance, evaluating campaign ideas, or diagnosing why demand or CAC has gone sideways.
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  41. Mechanical Insulator · wonsukchoi bundle
    Use when a task needs the judgment of a Mechanical Insulator — specifying pipe, duct, or equipment insulation thickness and material by governing case (thermal efficiency, condensation control, personnel protection, or fire-stop), detailing supports/penetrations/fittings on below-ambient systems to prevent corrosion under insulation, evaluating whether existing pipe/boiler insulation must be handled as asbestos-containing, or writing an insulation takeoff and field inspection punch list.
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  42. Nanosystems Engineer · wonsukchoi bundle
    Use when a task needs nanosystems-engineer judgment — choosing a nanofabrication process for a target production volume, diagnosing an ALD or lithography conformality/overlay failure from metrology data, designing nanomaterial exposure controls with no regulatory PEL to lean on, or judging whether a nanomaterial or nanoscale device claim is actually production-ready versus still lab-stage.
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  43. Office Clerk General · wonsukchoi bundle
    Use when a task needs the judgment of a general office clerk — triaging which of several competing clerical tasks to finish today, covering for an absent specialist without dropping their queue, deciding what to defer and what to hand off at shift-end, or setting up a small office's task-priority system from scratch.
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  44. Photonics Technician · wonsukchoi bundle
    Use when a task needs the judgment of a Photonics Technician — inspecting a fiber end-face against IEC 61300-3-35 pass/fail zone criteria, fusion- or mechanical-splicing fiber and verifying the loss against budget, reading an OTDR trace for a fault that may be hidden in a dead zone, running an L-I-V sweep and burn-in on a laser diode, or handling and hermeticity-testing an ESD-sensitive optoelectronic package under GR-468-CORE.
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  45. Pile Driver Operator · wonsukchoi bundle
    Use when a task needs the judgment of a Pile Driver Operator — reading a blow count against a wave-equation bearing graph to decide accept/drive-deeper/stop-and-flag, diagnosing premature refusal as obstruction versus true bearing, sequencing a pile group to control heave and driving-induced ground movement, deciding restrike timing to capture soil setup or relaxation, or selecting a hammer/cushion combination for a driving-stress limit on steel, concrete, or timber piles.
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  46. Postal Service Clerk · wonsukchoi bundle
    Use when a task needs the judgment of a Postal Service Clerk — calculating postage for a package by weight/dimension/zone, choosing between certified/registered/insured mail service levels, screening a shipment for hazardous-materials/mailability restrictions, or resolving a rate discrepancy at the retail window.
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  47. Power Line Installer · wonsukchoi bundle
    Use when a task needs the judgment of an electrical power-line installer/repairer — planning a switching and grounding sequence to work a de-energized circuit, selecting arc-flash PPE for an energized task, sequencing crews and materials during storm restoration, or evaluating whether a proposed clearance or grounding plan is actually safe to execute.
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  48. Power Plant Operator · wonsukchoi bundle
    Use when a task needs the judgment of a Power Plant Operator — diagnosing whether a drum-level change during a load ramp is real or shrink/swell by cross-checking feedwater against steam flow, deciding whether to escalate a water-chemistry excursion despite no active trip, setting a startup/shutdown ramp rate against the plant's most thermally-restrictive component, or triaging an alarm that doesn't match the expected process state.
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  49. Product Demonstrator · wonsukchoi bundle
    Use when a task needs the judgment of a product demonstrator or promoter — planning an in-store sampling event, writing or troubleshooting a demo pitch, reading shift results to decide whether a program should expand, handling a food-safety or compliance issue at a sampling table, or evaluating a brand-ambassador activation's real impact.
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  50. Professional Athlete · wonsukchoi bundle
    Use when a task needs the judgment of a professional or elite competitive athlete — planning a training block around a competition date, deciding whether to return to play after injury, reading fatigue/recovery data to adjust load, or evaluating a contract or endorsement deal against a short career window.
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  51. Psychology Professor · wonsukchoi bundle
    Use when a task needs the judgment of a tenure-track/tenured Psychology Professor — deciding whether a student's or your own "significant" finding is trustworthy before it's submitted, designing a course around retrieval practice instead of coverage, allocating a semester's time across the tenure-clock's research/teaching/service pillars, or handling an IRB amendment or authorship dispute.
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  52. Punch Press Operator · wonsukchoi bundle
    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 tonnage against the current material rather than a prior job's settings, responding to a die protection sensor alarm, or handling any task requiring hand access near the point of operation.
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  53. Quarry Rock Splitter · wonsukchoi bundle
    Use when a task needs the judgment of a Quarry Rock Splitter — reading grain/rift/hard-way direction to lay out a split line, choosing plug-and-feather vs jackhammer channel vs mechanized (wire saw, chop saw, hydraulic splitter) splitting method, spacing a plug-and-feather hole line for a given rock type, sounding a face for seams before committing a cut, or deciding whether a block spec should be revised to avoid a hard-way hand split.
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  54. Rental Counter Clerk · wonsukchoi bundle
    Use when a task needs the judgment of a Rental Counter Clerk — walking a customer through a pre-rental equipment or vehicle inspection and damage-waiver decision, sizing a deposit or credit-card authorization hold at checkout, resolving a return-time damage or late-return dispute against the signed agreement, or scheduling a unit's availability against maintenance and next-reservation conflicts.
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  55. Restaurant Line Cook · wonsukchoi bundle
    Use when a task needs the judgment of a restaurant line cook — running a station under fire during dinner service, hitting ticket times on multi-course orders, calling an 86 or falling-behind status to the pass, setting and defending mise en place par levels, or diagnosing why a station keeps going into the weeds.
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  56. Set Exhibit Designer · wonsukchoi bundle
    Use when a task needs the judgment of a Set and Exhibit Designer — space-planning a stage or exhibit floor under a fixed load-in/strike window, running a sightline check against raked or flat seating, allocating a fabrication budget across scenic or exhibit elements, choosing a fabrication material for a limited-run install versus a touring one, or reconciling a crew-hour schedule against a fixed install window.
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  57. Soil Plant Scientist · wonsukchoi bundle
    Use when a task needs the judgment of a soil and plant scientist — interpreting a soil test into a fertilizer/lime recommendation, building a nutrient management plan, diagnosing a suspected nutrient deficiency or pH-limited yield, or evaluating land-capability suitability for a proposed crop or land use.
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  58. Solar Sales Assessor · wonsukchoi bundle
    Use when a task needs the judgment of a residential/commercial Solar Sales Representative and Assessor — sizing a PV+storage system against a specific utility tariff, building a cash-price-equivalent financing comparison, running a site/roof/shading assessment, or catching a savings claim that won't survive contact with the actual rate schedule.
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  59. Supply Chain Manager · wonsukchoi bundle
    Use when a task needs the judgment of a Supply Chain Manager — designing or evaluating an end-to-end supply chain strategy, balancing efficiency against resilience, managing demand/supply planning, or deciding how to respond to a supply chain disruption. Broader, more strategic scope than transportation-storage-distribution-manager's physical execution focus or purchasing-manager's sourcing/negotiation focus.
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  60. Switchboard Operator · wonsukchoi bundle
    Use when a task needs the judgment of a switchboard/PBX or telephone-answering-service operator — triaging an incoming call before routing it, drafting or fixing a call-answering script for a client account, deciding whether a call qualifies as an emergency escalation, building an on-call or overflow-surge protocol, or writing a call-volume/SLA exception report.
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  61. Treasurer Controller · wonsukchoi bundle
    Use when a task needs the judgment of a senior Treasurer or Controller overseeing an organization's cash/liquidity management and financial reporting function at an executive level — managing banking relationships and liquidity, overseeing the close and external audit process, or making a treasury policy decision (investment of cash, hedging, debt covenants). More senior/strategic than accountant-controller's day-to-day close and controls focus.
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  62. Veterinary Assistant · wonsukchoi bundle
    Use when a task needs the judgment of a veterinary assistant — selecting a restraint technique for a fractious or fearful patient, monitoring post-surgical vital-sign trends and deciding when to escalate to the veterinarian, checking a laboratory-animal housing setup against husbandry-standard cage density, or administering a medication under a veterinarian's direction and documenting it correctly.
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  63. Watch Clock Repairer · wonsukchoi bundle
    Use when a task needs the judgment of a Watch and Clock Repairer — diagnosing a mechanical movement fault from timegrapher readings, deciding how to source or fabricate a part for a discontinued caliber, verifying water resistance after a case has been opened, authenticating a vintage or luxury piece before quoting repair, or setting a service interval for a client's collection.
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  64. Wind Energy Engineer · wonsukchoi bundle
    Use when a task needs the judgment of a Wind Energy Engineer — estimating annual energy production (AEP) from a Weibull wind resource against a turbine power curve, running IEC 61400 design load cases on a tower/foundation, sizing wind farm turbine spacing against wake losses, matching turbine IEC wind class to site extremes, or reconciling a P50/P90 energy estimate for project financing. Distinct from a wind-turbine-technician (field service/repair of installed turbines), a wind-energy-operations-manager (post-COD asset/availability management), a wind-energy-development-manager (siting/permitting/financing gates — decides whether to fund this role's design work), and an energy-engineer (explicitly excludes wind — owns demand-side building/industrial efficiency).
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  65. Accountant Controller · wonsukchoi bundle
    Use when a task needs the judgment of an accountant/financial controller — closing the books on a fixed calendar, resolving a bank or account reconciliation variance, evaluating a revenue-recognition or substance-over-form question, designing or testing an internal control, or triaging a discrepancy in financial records before it reaches the auditors.
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  66. Agricultural Engineer · wonsukchoi bundle
    Use when a task needs the judgment of an agricultural engineer — sizing a center-pivot or drip irrigation system's peak capacity against crop water demand, computing lateral grain-bin wall pressure with Janssen's equation, sizing a waterway or tile-drainage system with Manning's equation and an NRCS design-storm return period, or building a manure/nutrient first-year availability mass balance against a crop's N requirement.
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  67. Animal Control Worker · wonsukchoi bundle
    Use when a task needs the judgment of an Animal Control Worker — responding to a dog-bite or animal-attack call, determining rabies-exposure quarantine protocol, evaluating a dangerous-dog classification referral, planning a cruelty/neglect investigation and removal, or selecting a capture/restraint method for a stray or wildlife-in-structure call.
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  68. Atmospheric Scientist · wonsukchoi bundle
    Use when a task needs the judgment of an atmospheric scientist/operational meteorologist — interpreting ensemble forecast guidance, deciding whether conditions cross a severe-weather warning threshold, calibrating a raw model probability against verification climatology, or writing a forecast discussion or warning product under time pressure.
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  69. Auto Damage Appraiser · wonsukchoi bundle
    Use when a task needs the judgment of an Auto Damage Insurance Appraiser — writing a repair estimate from photos or an in-person inspection, deciding repair vs. total loss against a state total-loss formula, evaluating a body shop's supplement request for hidden damage, determining actual cash value (ACV) for a totaled vehicle, or reconciling an OEM-vs-aftermarket-parts dispute.
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  70. Billing Posting Clerk · wonsukchoi bundle
    Use when a task needs the judgment of a billing and posting clerk — generating an invoice against a rate/contract schedule, applying an incoming payment across multiple open invoices, processing a credit memo or adjustment, or investigating an aging-report discrepancy.
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  71. Biological Technician · wonsukchoi bundle
    Use when a task needs the judgment of a Biological Technician — troubleshooting a failed assay or contaminated culture, deciding whether a batch of lab data is trustworthy enough to report, auditing a bench's SOP/QC discipline, or diagnosing calibration and reagent-lot problems behind inconsistent results.
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  72. Brickmason Blockmason · wonsukchoi bundle
    Use when a task needs the judgment of a Brickmason/Blockmason — selecting mortar type for a load-bearing vs. veneer application, sizing and placing control or expansion joints, specifying veneer-tie spacing and cavity-wall drainage/weep-hole layout, applying cold-weather masonry protection thresholds, or diagnosing a moisture or cracking failure in existing masonry.
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  73. Central Bank Governor · wonsukchoi bundle
    Use when a task needs the judgment of a central bank governor — setting a policy rate decision against a dual mandate, deciding whether a distressed financial institution needs liquidity support or resolution, calibrating forward guidance language against credibility risk, weighing quantitative easing or tightening at the effective lower bound, or drafting the public communication that accompanies a policy decision.
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  74. Clinical Data Manager · wonsukchoi bundle
    Use when a task needs the judgment of a Clinical Data Manager — designing a CRF/eCRF and edit-check specification, writing or triaging a data query, planning database lock readiness, reconciling external data (lab, ePRO, IRT) against the clinical database, or reviewing a data management plan for a trial.
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  75. Diesel Truck Mechanic · wonsukchoi bundle
    Use when a task needs the judgment of a Diesel Truck Mechanic — diagnosing a DPF/DEF/SCR derate or fault code, deciding whether a defect meets CVSA out-of-service criteria, sequencing a PM-A/PM-B preventive maintenance interval, triaging a roadside breakdown against downtime cost, or writing up a DOT annual inspection failure.
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  76. Dining Room Attendant · wonsukchoi bundle
    Use when a task needs the judgment of a Dining Room Attendant or Bartender Helper — triaging which table to bus first during a rush, sequencing a table reset, setting bar-back par levels and restock timing, writing or triaging a side-work checklist, or diagnosing why table turn time or bar throughput has slipped.
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  77. Engineering Professor · wonsukchoi bundle
    Use when a task needs the judgment of an Engineering Teacher, Postsecondary — diagnosing a spike in a gatekeeper course's D/F/W rate, running a capstone design course with an industry sponsor, closing the loop on an ABET student-outcome assessment, or building a tenure/promotion teaching-effectiveness case beyond raw student evaluation scores.
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  78. Exercise Physiologist · wonsukchoi bundle
    Use when a task needs the judgment of an Exercise Physiologist — interpreting a graded exercise test and setting the intensity ceiling it implies, risk-stratifying a cardiac or pulmonary rehab patient for the required monitoring level, writing a heart-rate-reserve or RPE-based exercise prescription for a patient with a chronic disease, or deciding whether a functional-capacity change (6MWT, METs) is real progress or noise.
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  79. Farm Labor Contractor · wonsukchoi bundle
    Use when a task needs the judgment of a Farm Labor Contractor — verifying FLC license/registration requirements before recruiting workers, preparing a compliant wage and job disclosure, truing up piece-rate pay against minimum wage, calculating an H-2A three-quarter guarantee shortfall, or evaluating joint-employer liability exposure with a grower client.
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  80. Floor Sander Finisher · wonsukchoi bundle
    Use when a task needs the judgment of a Floor Sander and Finisher — diagnosing a cupped or crowned hardwood floor before sanding, planning a drum-and-edger grit progression for a full refinish, choosing and scheduling coats for an oil-modified vs waterborne finish, or deciding whether a worn floor qualifies for a screen-and-recoat instead of a full sand.
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  81. Geological Technician · wonsukchoi bundle
    Use when a task needs the judgment of a Geological Technician — logging drill core and computing RQD, running or reviewing an exploration QAQC sample-insertion scheme (blanks/duplicates/standards), describing and classifying a soil or rock sample against ASTM criteria, or flagging a field data-quality problem (low core recovery, instrument drift, chain-of-custody break) for the geologist of record.
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  82. Dj · wonsukchoi bundle
    Use when a task needs the judgment of a working disc jockey — building or troubleshooting an open-format club or wedding set, reading a dance floor that's emptying, sequencing transitions by key and phrase, negotiating a mobile-DJ contract, or planning gear redundancy for a live paid event.
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  83. Actor · wonsukchoi bundle
    Use when a task needs the judgment of a professional Actor — breaking down sides for a self-tape audition, preparing a character choice for rehearsal, deciding between two conflicting bookings, reading a contract offer for scale vs. scale-plus terms, or diagnosing why callbacks aren't converting to bookings.
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  84. Baker · wonsukchoi bundle
    Use when a task needs the judgment of a Baker — scaling a formula using baker's percentages to hit an exact batch weight, diagnosing whether a fermentation problem traces to dough temperature or mixing development, judging proof readiness from a poke test rather than a fixed clock, or tracing a poor-oven-spring result back to over- or under-proofing instead of the oven.
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  85. Judge · wonsukchoi bundle
    Use when a task needs the judgment of a Judge, Magistrate Judge, or Magistrate — ruling on an evidentiary objection or motion in real time versus deferring it for fuller consideration, deciding whether to recuse under an appearance-of-impartiality standard, individualizing a criminal sentence against the required statutory factors instead of applying a guideline range mechanically, balancing docket/case-management pressure against a party's due process right to be heard, or choosing pattern versus improvised jury instruction language on a contested legal point.
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  86. Nanny · wonsukchoi bundle
    Use when a task needs the judgment of a Nanny — drafting or reviewing a household work agreement, deciding whether an off-agreement ask (extra hours, an extra child, driving, medicine) needs pay adjustment or written sign-off, reconciling weekly hours and overtime for a live-in or live-out arrangement, or handling a parent-communication or handoff situation in a single-family, no-coworker setting.
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  87. Taper · wonsukchoi bundle
    Use when a task needs the judgment of a drywall taper — specifying the level of finish for a wall or ceiling, choosing joint compound and tape by climate and schedule, diagnosing joint banding/cracking/fastener pop-through after paint, sequencing coats and dry time on a tight schedule, or matching spray texture on a repair.
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  88. Tutor · wonsukchoi bundle
    Use when a task needs the judgment of a Tutor — running a diagnostic to isolate the true prerequisite skill gap behind a student's struggle, sequencing sessions by leverage instead of client-requested topic order, setting realistic score-improvement targets for test prep, building spaced review into a session plan so gains stick, or reporting progress against diagnostic data to a paying parent/client.
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  89. Usher · wonsukchoi bundle
    Use when a task needs the judgment of an usher, lobby attendant, or ticket taker — staffing doors and scanner lanes before a show or game, deciding when to hold or admit a late arrival, reading crowd density at a pinch point before it becomes a capacity problem, resolving a ticket or accessible-seating dispute at the door, or escalating a medical or security incident in the house.
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  90. Author · wonsukchoi bundle
    Use when a task needs the judgment of a professional author — drafting or structurally revising a novel or narrative-nonfiction manuscript, writing a query letter or book proposal, evaluating a publishing contract's royalty and rights terms, or diagnosing why a manuscript is getting rejected.
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  91. Barber · wonsukchoi bundle
    Use when a task needs the judgment of a licensed barber — diagnosing a fade/taper request against a client's actual grain and density, sequencing a shop's chair time and rebooking, deciding straight-razor vs. shavette for a shave, or reading a haircut complaint to find the real cause.
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  92. Clergy · wonsukchoi bundle
    Use when a task needs the judgment of clergy or a pastoral-care leader — triaging a pastoral-counseling disclosure against a referral to licensed mental-health or medical care, mediating a congregational conflict, navigating clergy-privilege/confidentiality boundaries, planning an officiated ceremony with legal requirements, or right-sizing a volunteer program against committed capacity.
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  93. Dancer · wonsukchoi bundle
    Use when a task needs the judgment of a professional dancer — preparing for a company audition, managing rehearsal load against injury risk, deciding whether to dance through pain or report it, negotiating a casting or return-to-dance plan with a rehearsal director, or critiquing a performance for technical and artistic fidelity to the choreography.
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  94. Editor · wonsukchoi bundle
    Use when a task needs the judgment of a manuscript or content editor — diagnosing structural problems in a draft, writing a developmental edit letter, running a line-edit or copyedit pass, deciding what to cut to hit a word-count target, or triaging conflicting author feedback.
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  95. Faller · wonsukchoi bundle
    Use when a task needs the judgment of a faller — reading a standing tree's lean and hang weight to pick a felling direction, deciding whether a tree can be brought down by hand or needs mechanical assist, planning notch/hinge/backcut geometry and escape routes before the first cut, or assessing a snag/widow-maker/hung-tree hazard before a crew works under it.
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  96. Purser · wonsukchoi bundle
    Use when a task needs the judgment of a Purser (in-charge flight attendant / cabin crew supervisor) — recomputing required cabin-crew count after a gauge swap against 14 CFR 121.391, checking whether a reassigned reserve flight attendant is legal to fly under 121.467 duty/rest limits, running a pre-flight crew briefing for that day's specific manifest, deciding when to escalate a cabin issue to the captain versus resolve it within delegated cabin authority, or filing an irregularity report through ASAP instead of handling it as informal coaching.
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  97. Rigger · wonsukchoi bundle
    Use when a task needs the judgment of a rigger — writing an engineered lift plan for a critical or tandem-crane pick, calculating load share and center of gravity for an asymmetric multi-point lift, selecting and derating slings/shackles for hitch type and D/d ratio, setting an exclusion zone and tag-line plan for a suspended-load lift, or inspecting rigging gear against numeric rejection criteria before use.
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  98. Roofer · wonsukchoi bundle
    Use when a task needs the judgment of a Roofer — planning fall protection and anchor points for a steep-slope job, specifying a nailing pattern against a wind-zone rating, matching a roofing system to a measured slope, sizing and balancing attic intake/exhaust ventilation, or specifying ice-and-water shield extent for a climate zone.
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  99. Teller · wonsukchoi bundle
    Use when a task needs the judgment of a bank teller — balancing a cash drawer and tracing an over/short, deciding whether a large cash transaction needs a Currency Transaction Report, recognizing a possible check-kiting or structuring pattern, applying Regulation CC funds-availability holds to a deposit, or spotting a likely elder-financial-abuse withdrawal. Distinct from a personal financial advisor or loan officer — this role executes transactions and screens them for compliance/fraud signals, it does not advise on products or approve credit.
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  100. Welder · wonsukchoi bundle
    Use when a task needs the judgment of a Welder — computing actual heat input from as-run voltage/amperage/travel speed against a WPS's qualified range, deciding whether a joint's carbon equivalent requires preheat before striking an arc, planning a weld sequence to control distortion, or diagnosing a recurring defect (undercut, lack of fusion) to a specific parameter rather than "bad technique."
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