wonsukchoi

@wonsukchoi source repo

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Spa Manager · wonsukchoi bundle
Use when a task needs the judgment of a Spa Manager — deciding whether a revenue shortfall is a demand problem or a scheduling/room-hour utilization problem, standardizing the service menu against treatment-room turnover, setting or enforcing a no-show/cancellation policy, classifying therapists as employees vs. independent contractors, or sizing a retail-attach-rate improvement against new hiring.

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Tank Loader · wonsukchoi bundle
Use when a task needs the judgment of a Tank Car, Truck, and Ship Loader — verifying bonding/grounding continuity before starting a flammable-liquid transfer, setting overfill-prevention trip points and outage volume for a compartment, connecting and confirming a vapor-recovery system before liquid flow starts, controlling initial fill rate on a switch-loaded compartment, or cross-checking shipping papers and placards against the actual loaded product before releasing a vehicle or vessel for transport.

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Taxi Driver · wonsukchoi bundle
Use when a task needs the judgment of a Taxi Driver — deciding whether to charge a filed flat rate or run the meter on an airport trip, screening and positioning for the next fare before dropping off the current passenger to cut deadhead miles, judging whether a late-night street hail is safe to accept, reconciling a shift's gross fares against total miles driven to find real profitability, or tracking medallion/vehicle-inspection and license renewal deadlines.

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Upholsterer · wonsukchoi bundle
Use when a task needs the judgment of an Upholsterer — calculating actual fabric yardage for a patterned fabric accounting for repeat length, selecting foam by density and ILD rather than hand-feel alone, deciding whether a substituted suspension system discloses a durability mismatch, or diagnosing a nap-direction or pattern-match defect on a finished panel.

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UX Designer · wonsukchoi bundle
Use when a task needs the judgment of a UX/product designer — evaluating or designing an interface, flow, or interaction, critiquing usability, or resolving tradeoffs between simplicity, flexibility, and business goals in a product's design.

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Art Director · wonsukchoi bundle
Use when a task needs the judgment of an Art Director — commissioning and choosing between divergent creative concepts for a campaign, triaging client feedback into concept vs. execution notes, pressure-testing a concept against a production budget/timeline before it's locked in, or managing a shoot/production budget across a multi-deliverable campaign.

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Cabinetmaker · wonsukchoi bundle
Use when a task needs the judgment of a Cabinetmaker/Bench Carpenter — calculating expected seasonal wood movement for a solid panel and designing joinery to accommodate it, deciding whether incoming lumber needs to acclimate before milling, choosing a joint type by its actual load path rather than appearance or speed, or diagnosing a delivered piece's gaps or cracks as an acclimation/movement issue rather than a joinery defect.

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Cardiologist · wonsukchoi bundle
Use when a task needs the judgment of a board-certified cardiologist — triaging chest pain with a risk score, titrating heart-failure guideline-directed medical therapy, deciding revascularization strategy for stable or acute coronary disease, or working through anticoagulation decisions in atrial fibrillation. US practice default (ACC/AHA guideline framework). A reasoning aid, not medical advice.

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Chiropractor · wonsukchoi bundle
Use when a task needs the judgment of a chiropractor — screening a spinal or musculoskeletal complaint for red flags before manipulation, choosing a manipulation technique given a patient's risk profile, designing a care plan with a defined reassessment checkpoint, or deciding whether to continue, modify, or discharge a course of care.

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Craft Artist · wonsukchoi bundle
Use when a task needs the judgment of a Craft Artist — pricing a handmade piece for retail, wholesale, or consignment, deciding whether to accept a gallery or boutique's terms, preparing a jury submission for a craft show, handling a wholesale account that stopped reordering, or repricing a line after a material-cost move.

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Fire Captain · wonsukchoi bundle
Use when a task needs the judgment of a Fire Captain (first-line supervisor of firefighting and prevention workers) — deciding how to fill a minimum-staffing gap on a shift, judging whether an overtime/callback run-rate signals a structural staffing problem, clearing or holding apparatus and PPE against NFPA test/service-life standards, or writing up a training-compliance or discipline decision that has to survive later scrutiny.

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Geoscientist · wonsukchoi bundle
Use when a task needs the judgment of a Geoscientist — correlating well logs across a stratigraphic section, estimating hydrocarbon or mineral reserves volumetrically, assessing geologic-hazard risk for a site, or interpreting subsurface structure from seismic or core data.

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Host Hostess · wonsukchoi bundle
Use when a task needs the judgment of a restaurant host or hostess — quoting and managing walk-in wait times, deciding which table and section a party goes to, handling a late reservation against the no-show grace period, pacing large-party seating so the kitchen doesn't get slammed, or rebalancing server sections mid-shift.

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Hr Assistant · wonsukchoi bundle
Use when a task needs the judgment of an HR assistant — processing new-hire paperwork and I-9/E-Verify timing, maintaining personnel files and HRIS data accuracy, coordinating background checks and interview scheduling, or triaging an employee's question into "answer it" versus "route it to the HR specialist." Distinct from hr-specialist (owns the compliance/leave/accommodation judgment calls this role executes and escalates into) and hr-people-manager (owns comp, discipline, and org decisions) — this role owns the transactional and records layer underneath both.

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Loan Officer · wonsukchoi bundle
Use when a task needs the judgment of a loan officer — qualifying a borrower on DTI/LTV, structuring a loan (product, rate, points, down payment) against those ratios, managing TRID disclosure timing and rate-lock decisions, or triaging a file for underwriting handoff. Distinct from credit-analyst (owns the underwriting/credit-memo analysis) — this role originates and packages, it doesn't underwrite.

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Orthodontist · wonsukchoi bundle
Use when a task needs the judgment of an orthodontist — classifying a malocclusion, running a space analysis to decide extraction vs non-extraction, timing growth-modification treatment in a growing patient, selecting appliance mechanics and an anchorage plan, or designing a retention protocol.

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Pediatrician · wonsukchoi bundle
Use when a task needs the judgment of a general outpatient pediatrician — triaging a sick-child complaint by age and risk, structuring a well-child visit against the periodicity schedule, deciding whether a fever or growth-curve change warrants workup versus reassurance, or navigating a vaccine-hesitant parent conversation. US primary-care pediatrics (AAP/CDC guidelines). A reasoning aid, not medical advice.

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Phlebotomist · wonsukchoi bundle
Use when a task needs the judgment of a phlebotomist — sequencing a multi-tube blood draw in the correct order, deciding whether a specimen meets rejection criteria, working through positive-patient-identification and mislabeling-prevention steps, or judging when a difficult venipuncture needs escalation instead of another attempt.

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Photographer · wonsukchoi bundle
Use when a task needs the judgment of a professional photographer — planning exposure/lighting for a shoot, building a shot list with coverage for an irreplaceable event, structuring a usage-licensing fee for commercial images, diagnosing a lighting or exposure problem from EXIF/histogram data, or setting up a non-destructive post-processing workflow.

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Psychiatrist · wonsukchoi bundle
Use when a task needs the judgment of a board-certified psychiatrist — building a differential across psychiatric and medical causes, choosing or titrating a psychopharmacologic regimen, assessing suicide/violence risk and disposition, or reasoning through treatment resistance. A reasoning aid, not medical advice or a substitute for an actual evaluation.

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Receptionist · wonsukchoi bundle
Use when a task needs the judgment of a receptionist or front-desk information clerk — triaging a multi-line phone queue under time pressure, deciding whether a visitor gets escorted back or asked to wait, de-escalating an upset caller before routing them, or running a visitor-badge/security-check procedure.

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Retail Buyer · wonsukchoi bundle
Use when a task needs the judgment of a Retail/Wholesale Buyer — calculating open-to-buy (OTB) against current sales and inventory position, deciding whether a sell-through checkpoint requires an early markdown, evaluating a buy's true performance via GMROI rather than margin percentage alone, negotiating vendor terms as a package (unit cost, cash discount, dating), or planning assortment between core/replenishable and fashion/trend items.

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Ship Captain · wonsukchoi bundle
Use when a task needs the judgment of a Ship Captain / Deck Officer — determining give-way/stand-on status and the required collision-avoidance action in a crossing, overtaking, or head-on encounter, calculating available stability (GM) margin before a heavy-weather passage or a loading change, correcting a dead-reckoning track for set and drift, assessing STCW rest-hour compliance and watch-bill fatigue risk, or deciding whether to escalate a bridge situation to the master under Bridge Resource Management practice.

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Sports Coach · wonsukchoi bundle
Use when a task needs the judgment of a sports coach or team scout — grading a recruit or transfer-portal target against roster need, building a weekly practice/training plan, deciding whether to rest or clear an injured player, or setting a depth chart under a talent evaluation disagreement.

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Statistician · wonsukchoi bundle
Use when a task needs the judgment of a Statistician — designing a sampling or experimental protocol, determining sample size or power, choosing and defending a hypothesis-testing or multiple-comparisons approach, or reviewing whether a study's statistical claims are actually supported by its design.

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Talent Agent · wonsukchoi bundle
Use when a task needs the judgment of a talent agent or business manager for artists, performers, or athletes — negotiating a representation or performance contract, structuring commission on a deal, checking whether a procurement act crosses into licensed-agent territory, tracking a contract's termination/renewal clock, or flagging a conflict-of-interest in how the agency gets paid.

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Tax Preparer · wonsukchoi bundle
Use when a task needs the judgment of a paid individual/small-business tax return preparer — reconstructing income from client documents, choosing the right forms and schedules, computing tax liability including self-employment tax, running EITC/CTC/AOTC/HOH due-diligence checks, reconciling withholding against actual liability, or drafting a response to an IRS notice (CP2000, audit letter). Not a tax-strategy/CFO role (see financial-manager) — this is return-preparation and filing-compliance craft for the current filing season.

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Telemarketer · wonsukchoi bundle
Use when a task needs the judgment of a telemarketer — writing or fixing an outbound call opening, diagnosing a weak close rate on a call campaign, handling objections on a live-call script, or checking a call list/campaign against Do-Not-Call and dialer-abandonment compliance.

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Tire Builder · wonsukchoi bundle
Use when a task needs the judgment of a Tire Builder — measuring a ply/belt splice against its specified tolerance rather than accepting any visible overlap, checking rubber component stock against its tack window before building, deciding whether a detected air pocket must be corrected before curing, or tracing a recurring defect back to a specific build station or stock batch.

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Travel Agent · wonsukchoi bundle
Use when a task needs the judgment of a travel agent — constructing a multi-leg itinerary against layover/visa/timing constraints, pricing a trip across supplier commission structures, comparing travel-insurance/cancellation-policy tradeoffs, or interpreting GDS fare rules and change penalties.

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Veterinarian · wonsukchoi bundle
Use when a task needs the judgment of a veterinarian — calculating a weight-based drug dose across species with different metabolic clearance, working a species-specific differential diagnosis, assessing zoonotic-disease risk from an animal exposure, counseling an owner through an end-of-life/euthanasia decision, or weighing herd-level vs individual-animal treatment tradeoffs in production-animal practice.

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Acupuncturist · wonsukchoi bundle
Use when a task needs the judgment of a licensed acupuncturist — building a TCM pattern-differentiation-based treatment plan, choosing point combinations and needling technique for a presenting complaint, triaging a safety red flag (fainting, suspected pneumothorax, herb-drug interaction), or writing a SOAP note that justifies medical necessity for insurance. US scope-of-practice default (NCCAOM/state licensure). A reasoning aid, not medical advice.

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Airline Pilot · wonsukchoi bundle
Use when a task needs the judgment of an airline pilot — checking whether an ETOPS diversion-time rating still holds against a current MEL downgrade, deciding whether to accept or query a dispatch release, applying sterile-cockpit discipline and Pilot Flying/Pilot Monitoring role separation on a two-pilot flight deck, resolving a captain-dispatcher operational-control disagreement, or checking Part 117 flight-duty-period legality against an irregular-operations delay.

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Art Therapist · wonsukchoi bundle
Use when a task needs the judgment of an Art Therapist — matching art media to a client's regulation capacity via the Expressive Therapies Continuum, scoring a standardized directive (PPAT, KFD, DAP) with a validated instrument like FEATS as part of assessment, deciding between a directive and open-studio session structure, navigating informed consent and disposition for client-made artwork, or distinguishing an art-as-therapy approach from an art-psychotherapy approach for a given client.

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Choreographer · wonsukchoi bundle
Use when a task needs the judgment of a choreographer — building and teaching a dance number against a rehearsal-hour budget, staging repertory under a trust/estate's licensing rules, planning a tech-week spacing and cueing schedule, or diagnosing why a piece isn't reading from the audience.

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Data Engineer · wonsukchoi bundle
Use when a task needs the judgment of a Data Engineer — designing an idempotent pipeline operation so retries and backfills don't corrupt data, choosing event-time over processing-time partitioning for time-series aggregation, enforcing schema compatibility rules before an upstream change propagates downstream, adding automated data quality checks to a pipeline, or deciding between batch and streaming architecture for a specific freshness requirement.

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Dermatologist · wonsukchoi bundle
Use when a task needs the judgment of a dermatologist — triaging a pigmented lesion for melanoma risk, choosing a biopsy technique and reading the pathology in clinical context, staging a skin cancer to decide margins or Mohs referral, escalating psoriasis/eczema treatment by severity score, or managing isotretinoin risk under REMS/iPLEDGE rules.

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Fashion Model · wonsukchoi bundle
Use when a task needs the judgment of a professional fashion/commercial Model — negotiating usage rights and exclusivity on a booking, reading a modeling contract for hidden double-commission or chargeback terms, deciding whether a casting or agency offer matches a known scam pattern, or tracking category-exclusivity and option conflicts across active bookings.

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Fence Erector · wonsukchoi bundle
Use when a task needs the judgment of a Fence Erector — sizing post footing depth and diameter against frost line and wind load, verifying a boundary survey before setting posts on a property line, specifying a pool or child-safety barrier to code, engineering a gate for a wide or heavy opening, or diagnosing a heaving, leaning, or sagging fence.

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Game Designer · wonsukchoi bundle
Use when a task needs senior game-designer judgment for 2D mobile puzzle games — tuning a level's difficulty against retention and monetization data, designing or auditing a live-ops level pipeline and cadence, architecting a monetization mechanic against the core loop, diagnosing why a specific level is churning or under-converting players, or scoping a new feature/platform port before it ships.

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Hand Packager · wonsukchoi bundle
Use when a task needs the judgment of a Hand Packager — calculating void-fill/cushioning for a shipment's fragility class, verifying net-weight compliance against Maximum Allowable Variation on a sold-by-weight product, executing an allergen changeover validation between production runs, deciding whether a fixed line rate is trading against defect rate, or flagging a repetitive-motion risk on a hand-pack station.

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Hr Specialist · wonsukchoi bundle
HR Specialist

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Land Surveyor · wonsukchoi bundle
Use when a task needs the judgment of a licensed Land Surveyor — retracing a boundary from a recorded plat and found monuments, computing a traverse closure and deciding whether to accept or re-observe a course, resolving a conflict between a record deed call and physical monument evidence, preparing an ALTA/NSPS Land Title Survey, or evaluating whether an occupation line raises an unwritten-rights issue.

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Law Professor · wonsukchoi bundle
Use when a task needs the judgment of a Law Professor — designing a 1L doctrinal course with a Socratic/case-method cold-call policy, evaluating a bar-passage risk against ABA accreditation standards, deciding where and how to place a law review article, or navigating tenure or contract-renewal review across the doctrinal, clinical, and legal-writing faculty tracks.

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Mathematician · wonsukchoi bundle
Use when a task needs the judgment of a mathematician — refereeing or verifying a proof before publication, deciding whether a computed numerical result is trustworthy enough to act on, scoping a grant proposal or technical report to the right level of rigor, or isolating a disputed claim in a paper to the one step it actually turns on.

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Nurse Midwife · wonsukchoi bundle
Use when a task needs the judgment of a certified nurse-midwife — triaging whether labor progress is normal variation or a genuine arrest disorder, deciding when a low-risk pregnancy or birth crosses into a consult/transfer situation, working a shared-decision-making conversation on induction or GBS prophylaxis, or writing a labor/postpartum note that documents the reasoning behind a management decision.

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Oceanographer · wonsukchoi bundle
Use when a task needs the judgment of an oceanographer — designing or QC-ing a hydrographic cruise (CTD/rosette station plan, sensor calibration), interpreting a mooring, glider, or ARGO float time series for a physical or biogeochemical anomaly, writing a ship-time or cruise-budget proposal, or assessing whether a water-quality or coastal-erosion signal is real versus an artifact of sensor drift or undersampling.

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Pharmacy Aide · wonsukchoi bundle
Use when a task needs the judgment of a Pharmacy Aide — triaging a phone call or counter question into "answer it" vs "route to the pharmacist," receiving and reconciling a wholesaler delivery that includes controlled substances, logging a vaccine refrigerator temperature check, spotting a recurring shrink or cash-drawer discrepancy, or deciding what a clerical-support role can and can't touch in a given state.

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Poet Lyricist · wonsukchoi bundle
Use when a task needs the judgment of a working poet or lyricist — drafting and revising a poem or song lyric for sound and compression, deciding where and how to submit work to literary magazines or collaborators, negotiating songwriting splits or publication rights, or reading workshop feedback for signal versus noise.

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Range Manager · wonsukchoi bundle
Use when a task needs the judgment of a Range Manager — setting or adjusting permitted AUMs against actual forage production, assessing rangeland health or riparian proper functioning condition, scoping a grazing allotment management plan or annual operating instructions, or diagnosing whether a rangeland site has crossed an ecological threshold that requires restoration rather than rest.

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Roofer Helper · wonsukchoi bundle
Use when a task needs the judgment of a roofer's helper — tearing off old roofing without exceeding a dumpster's weight rating, setting up ladders and roof jacks before the crew loads material, staging shingle bundles on a roof deck without point-loading it, recognizing pre-1980 tear-off material as presumed asbestos-containing until tested, running the fall-protection and heat-stress checks that don't stop once at shift start, or writing an end-of-day tear-off and stop-work log.

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Sales Manager · wonsukchoi bundle
Use when a task needs the judgment of a Sales Manager — coaching and managing a sales team, setting or evaluating quota/territory design, running pipeline reviews, or diagnosing why a team is missing its number. Broader team-management counterpart to the sales-account-executive role, which focuses on individual deal execution.

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Ship Engineer · wonsukchoi bundle
Use when a task needs the judgment of a Ship Engineer (marine engineering officer) — diagnosing a rising cooling-water temperature or falling lube-oil pressure trend before an automatic shutdown trips the main engine, deciding whether to authorize CO2 flooding of a machinery space during a fire, sequencing black-start and load-shedding after a total blackout at sea, or judging an oily-water-separator reading and Oil Record Book entry against MARPOL Annex I discharge limits.

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Tour Director · wonsukchoi bundle
Use when a task needs the judgment of a tour director — building a multi-day tour's vendor-chain contingency plan, reconciling a mid-trip disruption's cascading schedule impact, managing gratuity/per-diem cash flows across a group, or resolving a rooming-list/manifest mismatch at hotel check-in.

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Trades Helper · wonsukchoi bundle
Use when a task needs the judgment of a licensed trade's helper — staging materials and tools for an electrician, plumber, HVAC tech, or elevator mechanic, deciding whether a jobsite task is safely inside the helper's scope or must wait for the journeyworker, sequencing helper work so it never idles or blocks the skilled trade, or writing a jobsite handoff and apprenticeship OJT-hour log entry.

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Animal Breeder · wonsukchoi bundle
Use when a task needs the judgment of a livestock geneticist/animal breeder — selecting a sire against EPDs or genomic data, screening a proposed mating for inbreeding risk, deciding AI versus natural service, timing an estrus-synchronization protocol, or defending a breeding-goal tradeoff to a herd owner.

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Animal Trainer · wonsukchoi bundle
Use when a task needs the judgment of an animal trainer — designing a behavior-modification plan for a specific problem behavior, choosing a reinforcement schedule and deciding when to raise criteria, structuring session length and frequency to avoid fatigue or frustration plateaus, or setting a handler/public safety protocol around a training animal.

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Book Publisher · wonsukchoi bundle
Use when a task needs the judgment of a book publisher — sizing an advance against a P&L model before an acquisition auction, setting a print run from comp-title sales data, deciding whether to keep bidding or walk in a multi-house auction, valuing subsidiary rights as part of a deal, or diagnosing why a title's early sell-through is diverging from its launch plan.

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Budget Analyst · wonsukchoi bundle
Use when a task needs the judgment of a Budget Analyst — reviewing a department's budget request or decision package for a new program, building or reconciling a budget-to-actual variance report, phasing costs for a new facility or position against its real start date, or advising on reserve/fund-balance adequacy ahead of a budget cycle.

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Chef Head Cook · wonsukchoi bundle
Use when a task needs the judgment of a Chef or Head Cook — costing and re-engineering a menu, diagnosing a food-cost or prime-cost overrun, building a kitchen labor schedule against sales volume, vetting or renegotiating a vendor, or resolving a health-code/HACCP compliance gap.

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Civil Engineer · wonsukchoi bundle
Use when a task needs the judgment of a Civil Engineer — sizing stormwater detention/drainage systems, checking foundation bearing capacity against a geotechnical report, verifying IBC/ASCE 7 code compliance for site civil work, reviewing construction RFIs against stamped drawings, or evaluating value-engineering changes for safety-margin impact.

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Cnc Programmer · wonsukchoi bundle
Use when a task needs the judgment of a Computer Numerically Controlled (CNC) Tool Programmer — calculating stepover from a scallop-height/surface-finish spec instead of picking one by feel, deciding whether a toolpath needs a dry run before cutting material on an unfamiliar post-processor/machine pairing, verifying datum consistency across multiple part setups, or diagnosing why cycle time jumped after a "minor" parameter change.

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Cost Estimator · wonsukchoi bundle
Use when a task needs the judgment of a Cost Estimator — building a conceptual (Class 5) budget from a napkin sketch, developing a hard-bid estimate from complete construction documents, leveling subcontractor bids before award, making a bid/no-bid call on an RFP, or reconciling a design-development estimate against an owner's target budget.

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Court Reporter · wonsukchoi bundle
Use when a task needs the judgment of a Court Reporter — producing a realtime or CART feed during a deposition or trial, triaging a QC pass on a draft transcript before certification, drafting or applying an errata sheet under FRCP 30(e), reading back testimony from steno notes on a judge's request, or handling a sealed-record or in-camera confidentiality flag.

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Credit Analyst · wonsukchoi bundle
Use when a task needs the judgment of a Credit Analyst — spreading financial statements and computing leverage/coverage ratios, writing a commercial credit memo, assigning or recommending an internal risk rating, structuring covenants on a term loan or revolver, or stress-testing a borrower's debt service under a downside case. Narrower than loan-officer (originates and manages the client relationship; the analyst underwrites the credit that officer brings in) and financial-risk-specialist (owns portfolio-level risk and concentration limits, not single-borrower underwriting).

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Customs Broker · wonsukchoi bundle
Use when a task needs the judgment of a licensed Customs Broker — classifying goods under the Harmonized Tariff Schedule (HTS), calculating landed duty and fees on an import entry, determining country of origin and free-trade-agreement eligibility, filing an Importer Security Filing (ISF) or entry summary, or deciding whether a classification or valuation position is defensible under CBP's "reasonable care" standard.

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Data Scientist · wonsukchoi bundle
Use when a task needs senior data-scientist judgment — designing or reading out an experiment, investigating a metric move, deciding whether a causal claim holds, or judging whether a model or analysis actually supports the decision it's being used for.

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Energy Auditor · wonsukchoi bundle
Use when a task needs the judgment of an Energy Auditor — running a blower-door/duct-leakage diagnostic sequence on a home or light-commercial building, testing combustion appliances for worst-case backdraft risk before recommending air sealing, reconciling utility billing history against walkthrough findings, ranking retrofit measures by savings-to-investment ratio (SIR) for a weatherization or utility rebate program, or writing the prioritized scope of work an install crew executes without the auditor on site. Distinct from an energy-engineer (industrial/commercial capital planning, IPMVP measurement and verification, calibrated simulation) — this role owns the field diagnostics and the residential/light-commercial audit-to-scope handoff.

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Epidemiologist · wonsukchoi bundle
Use when a task needs the judgment of an Epidemiologist — investigating a disease outbreak and identifying its source, designing a case-control or cohort study to test an exposure hypothesis, calculating attack rates/odds ratios/relative risk from surveillance data, evaluating whether a surveillance system is sensitive and timely enough to catch a real signal, or judging whether an observed case cluster is a true outbreak or expected background variation.

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Fast Food Cook · wonsukchoi bundle
Use when a task needs the judgment of a Fast Food Cook — running a franchise grill/fry station strictly to a corporate build-to-spec card, enforcing quality-hold-timer discard windows on fries/burgers/chicken against a manager who wants to keep serving aging product, calibrating a fryer's oil-change threshold from a TPM meter reading, hitting drive-thru speed-of-service time targets during a rush, or training a first-shift crew member on a scripted station.

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Food Scientist · wonsukchoi bundle
Use when a task needs the judgment of a Food Scientist — designing an accelerated shelf-life study, running a HACCP hazard analysis on a process step, planning a sensory-evaluation protocol (triangle test, descriptive panel), or reformulating a product for cost/nutrition targets without breaking stability or safety.

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Fraud Examiner · wonsukchoi bundle
Use when a task needs the judgment of a Fraud Examiner (occupational fraud investigator) — establishing predication before opening a formal investigation, running Benford's Law or ratio analysis to generate investigative leads from financial data, sequencing witness interviews before an admission-seeking interview of the primary suspect, quantifying a fraud loss, or recommending control remediation that closes the opportunity leg of the fraud triangle.

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Masonry Helper · wonsukchoi bundle
Use when a task needs the judgment of a masonry helper — mixing and batching mortar to a mason's laying pace, staging and cutting brick/block/stone to spec, tending scaffolding and wall bracing on a live wall, or writing an end-of-day material and safety handoff.

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Microbiologist · wonsukchoi bundle
Use when a task needs the judgment of a Microbiologist — identifying an organism from a culture (biochemical panel, MALDI-TOF, or 16S rRNA sequencing), investigating a contamination source in a sterile or food-production environment, interpreting antimicrobial susceptibility testing against CLSI breakpoints, back-calculating a contamination timeline from growth kinetics, or judging whether an environmental-monitoring excursion is a genuine control-failure signal.

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Prosthodontist · wonsukchoi bundle
Use when a task needs the judgment of a prosthodontist — planning a dental-implant case against bone quality and site anatomy, designing a full-mouth reconstruction and setting occlusal vertical dimension, choosing a crown/bridge/denture material under load-bearing constraints, or working through a Kennedy-classified partial-denture design.

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Sales Engineer · wonsukchoi bundle
Use when a task needs sales-engineer judgment — scoping a proof-of-concept with measurable success criteria, running a technical discovery call and qualifying deal fit, building or presenting a competitive-bake-off demo, answering an RFP's technical sections, or writing a technical-win exit report that hands off to closing.

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Security Guard · wonsukchoi bundle
Use when a task needs the judgment of a Security Guard — deciding whether to physically detain a suspected shoplifter or trespasser, choosing when to use force versus call police, writing a post-incident report that will hold up in a civil claim, running a fire watch or patrol schedule, or working a healthcare/retail/corporate post against written post orders.

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Team Assembler · wonsukchoi bundle
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, recognizing when a step skipped to keep pace has created a latent quality exposure, or flagging an upstream station's output that looks different from the normal pattern.

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Title Examiner · wonsukchoi bundle
Use when a task needs the judgment of a Title Examiner, Abstractor, or Searcher — tracing an unbroken chain of title back to the required search period, classifying a title defect as curable, insurable-with-exception, or fatal, verifying whether a same-name judgment or lien actually attaches to the subject property, determining priority between competing claims under a race/notice/race-notice recording statute, or producing a title commitment listing required curative actions and exceptions.

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Tool Die Maker · wonsukchoi bundle
Use when a task needs the judgment of a Tool and Die Maker — compensating a stamping die for material springback before cutting the forming angle, setting punch-to-die clearance for a given material and thickness, scaling an injection mold cavity for resin shrinkage, sequencing progressive die stations against carrier-web integrity, or re-verifying critical dimensions after heat treatment before final fitting.

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Biostatistician · wonsukchoi bundle
Use when a task needs the judgment of a Biostatistician — designing a clinical trial's sample size and analysis plan, choosing a survival-analysis or censoring-aware method, preparing a DSMB safety readout, or judging whether a trial's efficacy claim survives ITT vs. per-protocol scrutiny.

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Brokerage Clerk · wonsukchoi bundle
Use when a task needs the judgment of a brokerage clerk — resolving a trade-break/reconciliation exception before settlement, recomputing a weighted-average execution price across partial fills, processing a corporate action's effect on share count and cost basis, or responding to a DK (don't-know) notice from a contra broker.

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Camera Operator · wonsukchoi bundle
Use when a task needs the judgment of a Camera Operator (television, video, or film) — deciding how to physically execute a director/DP's shot on a moving or stabilized platform, reframing live for unpredictable subject movement, protecting a frame for multi-format delivery, or diagnosing why a take got flagged for reshoot.

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Cargo Inspector · wonsukchoi bundle
Use when a task needs the judgment of a Cargo Inspector — reconciling a vessel draft survey against a shore tally within IMO tolerance, calculating outturn quantity from tank ullage and temperature readings under API MPMS, verifying dangerous-goods segregation against the IMDG Code, checking a load's height and width against a route's bridge and tunnel clearances before departure, or documenting cargo condition and filing a letter of protest before custody transfers.

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Chief Executive · wonsukchoi bundle
Use when a task needs the judgment of a CEO/chief executive — setting company strategy, allocating scarce resources (capital, headcount, attention) across competing priorities, making a call that only the top of the org can make, or communicating direction to the board, investors, or the whole company.

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Claims Adjuster · wonsukchoi bundle
Use when a task needs the judgment of a senior property & casualty claims adjuster — scoping a water-damage or auto-collision loss, deciding total-loss vs. repair on a damaged vehicle, drafting or checking a reservation-of-rights letter, deciding when a claim needs an SIU fraud referral vs. a routine recorded statement, or working out whether a coverage dispute should go to appraisal or litigation. A reasoning aid, not licensed adjusting authority.

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Dentist General · wonsukchoi bundle
Use when a task needs the judgment of a licensed General Dentist — assessing caries risk and deciding restore-vs-monitor, choosing a restorative material for a specific tooth, phasing a multi-procedure treatment plan by urgency and budget, reading a radiograph for diagnostic findings, or deciding when a case exceeds general-practice scope and needs a specialist referral.

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Dredge Operator · wonsukchoi bundle
Use when a task needs the judgment of a Dredge Operator — selecting cutterhead, hopper, or mechanical dredge type for a given sediment/depth/environmental profile, classifying dredged material for open-water vs. confined disposal from sediment-testing results, tuning hydraulic slurry density against pipeline critical velocity, verifying channel controlling depth against project depth and overdepth tolerance, or setting turbidity-monitoring response during active dredging.

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Energy Engineer · wonsukchoi bundle
Energy Engineer

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Etcher Engraver · wonsukchoi bundle
Use when a task needs the judgment of an Etcher/Engraver — compensating a resist pattern for expected undercut before etching fine detail, calculating etch time from a known etch rate rather than judging completion visually, verifying a functional engraving's line width/depth against its actual accuracy requirement, or re-validating process parameters on a new material batch before production.

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Floral Designer · wonsukchoi bundle
Use when a task needs the judgment of a Floral Designer — costing an event or wedding floral proposal against a client budget, substituting for an out-of-season or unavailable stem, planning cold-chain/hydration timing so blooms peak on event day, or translating a vague client brief ("romantic, garden-y, not too pink") into a concrete flower/color/mechanics plan.

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Food Batchmaker · wonsukchoi bundle
Use when a task needs the judgment of a Food Batchmaker — scaling a formulation from pilot to production batch size, diagnosing why a scaled-up batch behaves differently than the pilot despite correctly scaled ingredient ratios, deciding whether a mixing deviation traces to the formulation or the equipment, verifying a product's actual shelf-stability indicator, or sequencing an allergen-containing batch on shared equipment.

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Gambling Dealer · wonsukchoi bundle
Use when a task needs the judgment of a gambling dealer — running a blackjack, craps, roulette, or poker table, resolving a payout dispute, deciding when to call the floor over a suspected past-post or hole-card attempt, calling a chip-tray fill, or executing a shuffle/cut procedure at penetration.

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Hvac Technician · wonsukchoi bundle
Use when a task needs senior HVAC-technician judgment — verifying refrigerant charge against a manufacturer target, sizing or right-sizing equipment against a Manual J load, diagnosing a short-cycling or poor-dehumidification complaint, reading static pressure and airflow to separate a duct problem from a charge problem, or handling refrigerant under EPA Section 608 requirements.

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Janitor Cleaner · wonsukchoi bundle
Use when a task needs the judgment of a commercial Janitor/Cleaner — sequencing a nightly building-wide cleaning route under a fixed shift-time budget, deciding floor-care chemical and strip/recoat cycles, responding to a bodily-fluid or biohazard spill, mixing chemicals safely across mixed surface types, or triaging which tasks get cut when a shift runs over.

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Legal Secretary · wonsukchoi bundle
Use when a task needs the judgment of a legal secretary — running a conflict-of-interest check before opening a new matter, troubleshooting a rejected e-filing, formatting a document to a court's local-rule specifications, coordinating a multi-party deposition or hearing calendar, or triaging incoming correspondence for a supervising attorney.

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Lodging Manager · wonsukchoi bundle
Use when a task needs the judgment of a Lodging/Hotel Manager — setting room rates against occupancy forecast (revenue management), evaluating overbooking risk, diagnosing a RevPAR or ADR variance, managing a guest service recovery situation, or balancing housekeeping/labor cost against occupancy swings.

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Marine Surveyor · wonsukchoi bundle
Use when a task needs the judgment of a Marine Surveyor — running a pre-purchase condition survey with ultrasonic thickness gauging (UTG) against classification-society renewal minimums, conducting a P&I club condition/loss-prevention survey, reviewing a vessel's class and statutory certificate status for overdue recommendations before a sale or charter, investigating hull or cargo damage for an insurer's claim, or checking load-line freeboard compliance before departure. Distinct from a marine engineer/naval architect (sets the original design numbers) and a cargo inspector (measures cargo quantity/condition at custody transfer) — this role inspects an existing vessel's structure, machinery, and equipment against the rules those numbers were built to and signs the report that becomes the record.

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Mine Supervisor · wonsukchoi bundle
Use when a task needs the judgment of a Mine Supervisor (shift boss/mine foreman) — deciding whether an unanticipated roof or ground condition requires the roof control plan's supplemental support or a full withdrawal, reading a pre-shift/on-shift examination book for hazards before allowing crew entry, resolving a shift's tonnage shortfall by diagnosing the actual bottleneck instead of pushing cutting pace, or deciding whether a gas or ventilation reading requires de-energizing equipment versus evacuating a section.

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Mobile Engineer · wonsukchoi bundle
Use when a task needs the judgment of a Mobile Engineer (iOS/Android) — designing an offline-sync conflict resolution strategy that doesn't silently lose edits, planning a release around app store review turnaround and rejection risk, handling background work within platform-enforced execution limits, managing app lifecycle events (backgrounding, configuration change) without data loss, or testing across a representative device/OS fragmentation matrix.

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957 published skills · page 6 of 10