wonsukchoi

@wonsukchoi source repo

957 skills
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23 hours ago last updated

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Cardiovascular Technologist · wonsukchoi bundle
Use when a task needs the judgment of a Cardiovascular Technologist — measuring and grading a cardiac or vascular ultrasound finding, tracking contrast/anticoagulation/radiation limits during a live cath lab procedure, choosing between imaging modalities for a clinical question, or writing up a diagnostic study for physician sign-off.

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Chemical Equipment Operator · wonsukchoi bundle
Use when a task needs the judgment of a Chemical Equipment Operator/Tender — deciding whether to continue or stop a reagent addition when reactor temperature exceeds its expected range, evaluating a batch record deviation's actual chemical consequence before release, following lockout/tagout before servicing equipment that processed a hazardous chemical, or verifying secondary containment readiness.

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Data Warehousing Specialist · wonsukchoi bundle
Use when a task needs the judgment of a Data Warehousing Specialist — defining the grain of a fact table before modeling it, choosing a slowly changing dimension (SCD) type for a dimension attribute, designing an incremental ETL/ELT load strategy against a full-refresh alternative, resolving a conformed-dimension conflict across source systems, or diagnosing why a BI report's numbers don't reconcile to the source system.

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Education Administrator K12 · wonsukchoi bundle
Use when a task needs the judgment of a K-12 Education Administrator (principal/assistant principal/district administrator) — making a school-level policy or resource-allocation decision, handling a discipline or safety incident, evaluating a curriculum or staffing decision, or balancing competing demands from teachers, parents, students, and district requirements.

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Fabric Apparel Patternmaker · wonsukchoi bundle
Use when a task needs the judgment of a Fabric/Apparel Patternmaker — deriving grade rule increments from a size chart's actual (possibly non-uniform) measurement differences rather than applying one uniform rule across the whole range, preserving ease allowance proportion at graded extreme sizes, moving internal pattern details proportionally with their body point during grading, or deciding whether a new pattern needs fit-test sampling at range extremes.

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Fire Inspector Investigator · wonsukchoi bundle
Use when a task needs the judgment of a Fire Inspector/Investigator — determining fire cause and origin from scene evidence, evaluating fire-code compliance during an occupancy inspection, calculating required egress width against occupant load, distinguishing arson indicators from accidental-cause fire dynamics, or drafting a code-violation notice or cause-classification report.

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Forensic Science Technician · wonsukchoi bundle
Use when a task needs the judgment of a Forensic Science Technician — processing a crime scene and collecting physical evidence, reconciling a chain-of-custody or evidence-count discrepancy, evaluating whether a pattern-match conclusion (print, tool mark, bloodstain, trace) overstates its scientific basis, or deciding whether a presumptive field test result is being treated with the right level of certainty.

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Health Education Specialist · wonsukchoi bundle
Use when a task needs the judgment of a Health Education Specialist — diagnosing low participation or completion in a health promotion program, designing a PRECEDE-PROCEED needs assessment and logic model, writing SMART objectives and a RE-AIM evaluation plan for a grant, or reviewing patient/community materials against health-literacy and behavior-change standards.

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Operations Research Analyst · wonsukchoi bundle
Use when a task needs the judgment of an Operations Research Analyst — formulating a linear or mixed-integer optimization model for allocation/scheduling/blending, sizing safety stock or staffing under a target service level, deciding whether to re-optimize a disrupted schedule from scratch or patch it by hand under time pressure, diagnosing why a solver is slow or returns a spuriously-feasible answer, or translating a model's output into a recommendation a non-technical sponsor will act on.

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Parking Enforcement Officer · wonsukchoi bundle
Use when a task needs the judgment of a Parking Enforcement Officer — timing and documenting a metered-parking overstay, deciding whether a vehicle meets a scofflaw boot/tow threshold, checking whether a "no parking" citation will survive a sign-compliance challenge, verifying a disabled placard against registry records, or preparing a citation's evidence packet for an administrative hearing.

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Personal Property Appraiser · wonsukchoi bundle
Use when a task needs the judgment of a Personal and Business Property Appraiser — selecting the correct value premise (fair market value, replacement cost, or liquidation value) for the appraisal's intended use, resolving authentication and condition as threshold questions for art/antiques/collectibles, building a comparable-sales adjustment for a unique item, valuing business machinery/equipment via the cost approach, or meeting IRS qualified appraisal requirements for a charitable donation.

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Personal Service Supervisor · wonsukchoi bundle
Use when a task needs the judgment of a first-line supervisor of personal service workers — deciding whether to convert a stylist or technician between commission, employee, and booth-rent status, reading a rebooking-rate or retail-attach report, building the daily appointment column against call-outs and walk-ins, responding to an expired-license or sanitation gap, or resolving a compensation-structure dispute.

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Photographic Process Worker · wonsukchoi bundle
Use when a task needs the judgment of a Photographic Process Worker — calculating a time-temperature compensation when processing chemistry runs off standard temperature, verifying chemistry condition via a densitometer control strip rather than visual judgment, deciding whether fixer exhaustion requires extended fixing time, or preventing cross-contamination when switching processes on shared equipment.

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Political Science Professor · wonsukchoi bundle
Use when a task needs the judgment of a Political Science Professor — backward-designing a course syllabus from learning objectives, navigating a classroom controversy or bias complaint under academic-freedom norms, interpreting a swing in student evaluations before a reappointment or tenure review, or deciding how to respond to a journal desk rejection versus a revise-and-resubmit.

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Postal Service Mail Carrier · wonsukchoi bundle
Use when a task needs the judgment of a Postal Service Mail Carrier — casing non-machine-sorted mail into delivery-point order, deciding whether a route's actual time overage justifies requesting a Count and Inspection, handling a dog-on-premises or access-blocked delivery point, verifying a hold-mail or forwarding order before delivering, or triaging a cluster-box-unit access failure.

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Public Relations Specialist · wonsukchoi bundle
Use when a task needs the judgment of a Public Relations Specialist — writing and targeting a media pitch, building a tiered reporter list, drafting a press release, testing a launch message before it goes wide, or drafting a fast holding statement while facts are still being confirmed.

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Search Marketing Strategist · wonsukchoi bundle
Use when a task needs the judgment of a Search Marketing Strategist — matching keyword intent to the right organic vs. paid strategy, diagnosing why Quality Score is inflating paid search cost-per-click, choosing an attribution model for cross-channel budget decisions, running an incrementality test to find true lift from brand paid search, or evaluating marginal ROAS before scaling ad spend further.

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Speech Language Pathologist · wonsukchoi bundle
Use when a task needs the judgment of a speech-language pathologist — screening or interpreting a swallow (dysphagia) evaluation, differentially diagnosing an articulation vs. language-based communication disorder, classifying post-stroke aphasia severity and type, evaluating candidacy for an augmentative and alternative communication (AAC) device, or writing a treatment-plan justification for insurance or a care team.

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Structural Metal Fabricator · wonsukchoi bundle
Use when a task needs the judgment of a Structural Metal Fabricator/Fitter — checking root gap against a WPS's allowed tolerance before tacking, catching cumulative fit-up error that stacks across a multi-piece assembly even though every segment passed its own check, deciding whether to correct a fit-up gap or reject a compensating weld request, or accounting for mill camber/sweep before assembly.

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Telecom Equipment Installer · wonsukchoi bundle
Use when a task needs the judgment of a telecommunications equipment installer/repairer — certifying a structured-cabling run against TIA-568 channel and permanent-link limits, sizing a PoE power budget for a device at the end of a long cable run, triaging a "the internet/phones are down" call to determine whether the fault is the carrier's or the customer's side of the demarc, diagnosing choppy VoIP call quality by separating latency/jitter/packet-loss causes, or commissioning a PBX/hosted-VoIP system on a new premise build.

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Underground Loader Operator · wonsukchoi bundle
Use when a task needs the judgment of an Underground Loader (LHD) Operator in hard-rock metal/nonmetal mining — deciding whether a heading is ready for ride-on mucking versus remote-control-only tramming, diagnosing whether a shift's tonnage shortfall traces to cycle time, ore-pass capacity, or oversize frequency, judging whether a muck-pile object is a suspected missed hole (bootleg), reading a DPM trend against the exposure limit, or calling a ramp-grade/payload derate before a haul.

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Aircraft Structure Assembler · wonsukchoi bundle
Use when a task needs the judgment of an Aircraft Structure, Surfaces, Rigging, and Systems Assembler — deciding whether an out-of-tolerance hole or fastener needs a nonconformance report versus a field fix, verifying torque and calibration status before a fastener installation, diagnosing a FOD (foreign object debris) risk before closing a structure, or reading a drawing callout against a conflicting work instruction.

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Bookkeeping Accounting Clerk · wonsukchoi bundle
Use when a task needs the judgment of a Bookkeeping, Accounting, and Auditing Clerk — reconciling a bank or credit card account, resolving an AP three-way-match discrepancy before payment, coding an expense to the correct account and department, tracing a general ledger discrepancy to root cause, or running a month-end close checklist.

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Broadcast Technical Director · wonsukchoi bundle
Use when a task needs the judgment of a Media Technical Director/Manager — calling a live broadcast switcher and owning the technical readiness sign-off, designing router/path redundancy and PTP failover for an IP production, resolving a timecode or loudness compliance defect found in rehearsal, or running the post-incident review after an on-air technical failure.

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Ceramic Molder Shaper Caster · wonsukchoi bundle
Use when a task needs the judgment of a Molder, Shaper, or Caster (ceramics, concrete, and similar non-metal, non-plastic materials) — calculating mold/pattern dimensions from a material's actual characterized shrinkage rate, deciding whether a demolding decision should follow a fixed time or a material readiness signal, controlling drying/curing rate to avoid cracking on uneven-thickness parts, or verifying mold dimensional accuracy after extended use.

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Chief Sustainability Officer · wonsukchoi bundle
Use when a task needs the judgment of a Chief Sustainability Officer — evaluating an environmental/social initiative's business case, responding to ESG disclosure or regulatory requirements, assessing greenwashing risk, or prioritizing sustainability investments against their actual impact and cost.

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Civil Engineering Technician · wonsukchoi bundle
Use when a task needs the judgment of a Civil Engineering Technician — running and interpreting a concrete field acceptance test (slump, air content, cylinder breaks against ACI 318 criteria), verifying soil compaction against a Proctor density curve, reconciling a concrete or rebar quantity takeoff against a pay application, or documenting a field condition that deviates from the approved plans for the engineer of record.

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Dental Laboratory Technician · wonsukchoi bundle
Use when a task needs the judgment of a Dental Laboratory Technician — calculating wax pattern dimensions from a die measurement and alloy-specific casting shrinkage, rejecting a restoration built on a flawed impression or scan, verifying occlusal contacts against the articulator-mounted bite rather than sculpting by eye, or prioritizing value over hue when finalizing a shade match.

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Electromechanical Technician · wonsukchoi bundle
Use when a task needs the judgment of an Electromechanical Technician — meggering a motor and reading polarization index, zone-classifying a vibration reading against ISO 10816/20816, decay-testing a pneumatic cylinder, pull-testing a crimp against IPC/WHMA-A-620, diagnosing a PLC rung that "looks right but won't fire," or selecting arc-flash PPE category before opening an enclosure.

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Elevator Escalator Installer · wonsukchoi bundle
Use when a task needs the judgment of a licensed elevator mechanic — diagnosing a governor or safety-circuit fault, planning or witnessing a Category 1/Category 5 periodic test, sequencing an elevator or escalator installation/modernization to code, or deciding whether equipment can stay in service pending a repair.

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Emergency Medical Technician · wonsukchoi bundle
Use when a task needs the judgment of an EMT (Basic Life Support tier) — deciding whether a chest-pain patient gets aspirin under protocol, dosing an epinephrine auto-injector for anaphylaxis and knowing when to repeat it, applying spinal-motion-restriction criteria instead of routine backboarding, recognizing the moment a call exceeds BLS scope and requesting ALS intercept, or working a patient refusal (AMA) to a legally defensible conclusion.

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Emergency Medicine Physician · wonsukchoi bundle
Use when a task needs the judgment of an emergency medicine physician — risk-stratifying an undifferentiated chief complaint against a can't-miss diagnosis, deciding an ED disposition (discharge/observation/admit/transfer) under time and bed pressure, reasoning through EMTALA screening-and-stabilization obligations, or triaging a department under crowding/boarding load.

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English Literature Professor · wonsukchoi bundle
Use when a task needs the judgment of an English Language and Literature Professor — backward-designing a first-year composition or literature syllabus against a shared outcomes rubric, deciding whether an AI-detection or plagiarism flag on a student essay warrants an integrity case, reading where a tenure case's monograph actually sits in a university press's pipeline, or handling a content complaint about an assigned literary text.

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Fitness Wellness Coordinator · wonsukchoi bundle
Use when a task needs the judgment of a Fitness & Wellness Coordinator — screening a new participant for exercise readiness, sizing or defending a program's participation target, structuring a wellness incentive against HIPAA/ADA limits, auditing emergency-response readiness, or drawing the line between health coaching and a referral.

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Information Security Analyst · wonsukchoi bundle
Use when a task needs the judgment of an Information Security Analyst — triaging and investigating a security alert or suspected intrusion, designing or tuning detection rules and access controls, running incident response through containment/eradication/recovery, prioritizing a vulnerability-patching backlog, or reconstructing an attack timeline across compromised hosts.

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Institutional Cafeteria Cook · wonsukchoi bundle
Use when a task needs the judgment of an institutional/cafeteria cook — scaling a standardized recipe to a fixed headcount, sequencing batch production against a hot-holding window, handling an allergen or therapeutic-diet substitution without breaking the certified menu, reconciling a cyclical menu against USDA/facility meal-pattern minimums, or diagnosing a time-temperature or cost-per-meal deviation.

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Machinery Maintenance Worker · wonsukchoi bundle
Use when a task needs the judgment of a Machinery Maintenance Worker — running a lubrication/PM route and deciding what's normal wear versus a leading indicator worth flagging, setting duty-cycle-adjusted relube intervals and grease quantities, checking belt tension/deflection against spec, or deciding whether a route finding gets corrected on the spot versus escalated to a mechanic.

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Medical Appliance Technician · wonsukchoi bundle
Use when a task needs the judgment of a Medical Appliance Technician — rectifying a positive model with zone-specific relief and build-up rather than uniform clearance, deciding whether bench alignment requires dynamic gait adjustment before delivery, selecting device material/rigidity by patient weight and activity level, or diagnosing a localized pain complaint against the socket's pressure map.

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Medical Laboratory Scientist · wonsukchoi bundle
Use when a task needs the judgment of a Medical Laboratory Scientist (Medical Technologist) — deciding whether a QC-failing analyzer run can release patient results, working a delta-check or hemolysis-index flag before reporting a chemistry value, handling a critical/panic value callback, or investigating why a lab's error rate or turnaround time is off target. US CLIA-regulated hospital/reference lab default. A reasoning aid, not medical advice.

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Molecular Cellular Biologist · wonsukchoi bundle
Use when a task needs the judgment of a Molecular and Cellular Biologist — quantifying gene expression change from qPCR (ΔΔCt/Pfaffl), validating a Western blot for quantitative comparison, designing or power-analyzing a cell-based knockdown/knockout experiment, or reconciling a discrepancy between mRNA and protein knockdown data.

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Motion Picture Projectionist · wonsukchoi bundle
Use when a task needs the judgment of a motion picture projectionist — troubleshooting a dim, dropped-frame, or out-of-sync digital cinema screening, managing KDM key windows and DCP ingest before a show, calibrating screen luminance and sound level against SMPTE reference targets, or handling and threading archival 35mm/70mm prints for a revival or roadshow booking.

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Neurodiagnostic Technologist · wonsukchoi bundle
Use when a task needs the judgment of a neurodiagnostic technologist — running or troubleshooting a routine or ambulatory EEG, distinguishing artifact from a real epileptiform or ictal pattern, recognizing nonconvulsive status epilepticus on continuous ICU monitoring, or making a real-time alarm-criteria call during intraoperative neuromonitoring (SSEP/MEP/EMG).

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Paper Goods Machine Operator · wonsukchoi bundle
Use when a task needs the judgment of a Paper Goods Machine Setter, Operator, or Tender — diagnosing fold-line cracking as a moisture issue rather than a blade/tool problem, verifying adhesive bond strength rather than just visual glue presence, adjusting web tension as roll diameter changes during a run, or re-verifying quality after a converting speed increase.

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Pesticide Handler Vegetation · wonsukchoi bundle
Use when a task needs the judgment of a Pesticide Handler, Sprayer, or Applicator (Vegetation) — calibrating a boom or backpack sprayer for a right-of-way or roadside herbicide job, choosing herbicide mode-of-action and buffer zones near water or sensitive crops, setting REI and re-entry timing under the Worker Protection Standard, diagnosing a drift or non-target-damage complaint, or reviewing a vegetation-management spray plan for label and safety compliance.

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Physical Therapist Assistant · wonsukchoi bundle
Use when a task needs the judgment of a physical therapist assistant — progressing an exercise within a supervising PT's set parameters, deciding whether a patient's session-to-session change stays inside the plan of care or needs PT reassessment, re-testing an outcome measure and reporting the result, or recognizing a status change (new pain pattern, fall, medication change) that isn't the PTA's call to manage alone.

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Physician Clinical Reasoning · wonsukchoi bundle
Use when a task needs the judgment and diagnostic reasoning process of a physician — working through a differential diagnosis, evaluating clinical evidence, or reasoning about diagnostic uncertainty. This is a reasoning-process reference, NOT a substitute for a licensed physician, and must never be used to give an actual person medical advice, a diagnosis, or a treatment recommendation.

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Power Distributor Dispatcher · wonsukchoi bundle
Use when a task needs the judgment of a Power Distributor and Dispatcher — diagnosing a frequency or Area Control Error (ACE) deviation after a generation trip, deciding the escalation order from economic redispatch through emergency load shed, verifying N-1 contingency reserve is restored after an event, or distinguishing a real-power (frequency) problem from a reactive-power (voltage) problem.

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Property Real Estate Manager · wonsukchoi bundle
Use when a task needs the judgment of a Property/Real Estate/Community Association Manager — setting rent against vacancy/market data, evaluating a capital improvement vs. deferred maintenance tradeoff, handling a tenant dispute or eviction decision, managing an HOA/community association reserve fund, or deciding on a vendor/maintenance contract.

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Religious Education Director · wonsukchoi bundle
Use when a task needs the judgment of a Religious Education Director — vetting a curriculum against denominational doctrine before adopting it, right-sizing a volunteer teacher corps to committed capacity, writing or auditing a child-safety/background-check policy, or building an education-ministry budget case for a finance committee or board.

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Shoe Leather Worker Repairer · wonsukchoi bundle
Use when a task needs the judgment of a Shoe and Leather Worker/Repairer — identifying a shoe's actual construction method before selecting a repair approach, diagnosing whether a visible symptom (a loose sole) is a downstream effect of a deeper structural failure (failed welt stitching) rather than a simple adhesive issue, treating leather stretching as bounded by the material's physical limit, or distinguishing structural damage from cosmetic damage when assessing repairability.

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Signal Track Switch Repairer · wonsukchoi bundle
Use when a task needs the judgment of a signal and track switch repairer (railroad signal maintainer) — diagnosing an intermittent false-clear or failure-to-shunt report on a track circuit, evaluating a worn or gapped switch point for continued service, planning a vital-relay or interlocking-logic test after a signal system change, or deciding whether a wayside fault can be worked around versus requiring an immediate slow order or stop-and-flag.

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Solar Photovoltaic Installer · wonsukchoi bundle
Use when a task needs the judgment of a Solar Photovoltaic Installer — sizing a PV string against cold-weather Voc and inverter max input voltage, specifying rapid-shutdown equipment to meet NEC 690.12, sizing a backfeed breaker against the NEC 705.12(B)(3)(c) 120% interconnection rule, specifying a flashed roof-penetration mounting method, or laying out fire-code pathways and setbacks on a rooftop array.

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Sound Engineering Technician · wonsukchoi bundle
Use when a task needs the judgment of a sound engineering technician — diagnosing gain-staging/noise problems in a signal chain, hitting a platform's loudness delivery spec (LUFS/true-peak), choosing mic placement to avoid phase cancellation, or troubleshooting a mix that "sounds off" but measures clean on a peak meter.

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Structural Iron Steel Worker · wonsukchoi bundle
Use when a task needs the judgment of a structural iron and steel worker — deciding how many bolts and which pretensioning method a connection needs before a crane hook can release, setting fall-protection posture for a specific height band and role (connector vs. general worker) during steel erection, tracking which bays of a partially erected frame are still temporary-braced versus structurally complete, sizing or bounding a controlled decking zone, or diagnosing a double-connection/anchor-rod fit-up problem.

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Surveying Mapping Technician · wonsukchoi bundle
Use when a task needs the judgment of a Surveying and Mapping Technician — verifying RTK GNSS fix quality (PDOP, fixed vs. float, baseline length) before logging a control shot, running DR angle observations and checking traverse closure in the field before leaving a site, closing a differential leveling loop to a benchmark, verifying stakeout offset and cut/fill against design tolerance before setting a permanent hub, or flagging a field evidence anomaly to the party chief or licensed surveyor of record.

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Training Development Manager · wonsukchoi bundle
Use when a task needs the judgment of a Training and Development Manager — designing a learning/training program, evaluating whether training is the right solution to a performance gap, measuring training effectiveness, or allocating a learning and development budget.

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Watercraft Service Attendant · wonsukchoi bundle
Use when a task needs the judgment of an Automotive and Watercraft Service Attendant — fueling a boat at a marina dock, deciding whether a fuel-vent weep or dock spill must be reported, running the pre-start bilge-ventilation check before a customer restarts an engine, bonding a nozzle before transferring gasoline to a portable tank, or performing a full-service vehicle check (oil, tire pressure, fluids) at a pump island.

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Wood Sawing Machine Operator · wonsukchoi bundle
Use when a task needs the judgment of a Sawing Machine Setter, Operator, or Tender (wood) — planning a cut sequence to route around a defect even at a yield cost for a structural part, verifying band saw blade tension/tracking before a precision cut, matching blade type to rip versus crosscut operations, or refusing to bypass a riving knife or anti-kickback device for a cut that seems easier without it.

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Woodworking Machine Operator · wonsukchoi bundle
Use when a task needs the judgment of a Woodworking Machine Setter, Operator, or Tender (routers, shapers, planers, jointers, sanders) — diagnosing whether burning mid-run traces to cutter dulling rather than feed rate, calculating chip load instead of assuming slower feed always improves finish, adjusting feed direction at a grain reversal point, or attributing a warped finished part to moisture equilibration rather than a machining error.

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Zoologist Wildlife Biologist · wonsukchoi bundle
Use when a task needs the judgment of a Zoologist/Wildlife Biologist — estimating a wildlife population size from mark-recapture or distance-sampling data, assessing whether survey data supports a trend claim, evaluating a species-status-assessment or listing petition's population science, reviewing a population-viability analysis, or interpreting a habitat-suitability model against ground-truthed occupancy.

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Application Security Engineer · wonsukchoi bundle
Use when a task needs the judgment of an Application Security Engineer — checking whether an endpoint verifies object-level authorization (not just authentication), running threat modeling at design time rather than deferring security review to the end, triaging a dependency vulnerability by actual reachability rather than CVSS score alone, combining SAST/DAST/SCA tooling to cover their distinct blind spots, or applying context-specific output encoding to untrusted input. Distinct from an information security analyst — this role works inside the SDLC to prevent vulnerabilities before they ship, not detect and respond to intrusions in production.

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Auto Glass Installer Repairer · wonsukchoi bundle
Use when a task needs the judgment of an auto-glass installer/repairer — deciding whether a chip or crack qualifies for resin repair versus full replacement, calculating a safe drive-away time for the adhesive and conditions on a job, determining whether a windshield replacement triggers ADAS camera recalibration, or diagnosing a cut-out/pinch-weld defect before it becomes a leak or corrosion claim.

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Business Intelligence Analyst · wonsukchoi bundle
Use when a task needs the judgment of a Business Intelligence Analyst — reconciling a metric discrepancy between reports, designing a dimensional model or semantic layer for self-service dashboards, setting a data freshness/latency SLA, or diagnosing why a dashboard's aggregate number is misleading.

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Cartographer Photogrammetrist · wonsukchoi bundle
Use when a task needs the judgment of a Cartographer/Photogrammetrist — designing an aerial or LiDAR acquisition flight plan against a stated accuracy class, running an NSSDA checkpoint accuracy test on a delivered orthophoto or DTM, choosing a horizontal/vertical datum and geoid model for a georeferencing project, diagnosing why a state-plane grid distance disagrees with a field-surveyed ground distance, or specifying LiDAR point-density and classification requirements for a bare-earth deliverable.

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Clinical Research Coordinator · wonsukchoi bundle
Use when a task needs the judgment of a Clinical Research Coordinator — managing patient recruitment/enrollment against a trial's screen-fail rate, handling a protocol deviation, tracking informed consent and regulatory documentation, or coordinating a multi-visit study schedule against patient retention risk.

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Compensation Benefits Manager · wonsukchoi bundle
Use when a task needs the judgment of a Compensation and Benefits Manager — designing or evaluating a pay structure/leveling system, benchmarking compensation against market, deciding on a benefits package tradeoff, or auditing for pay equity issues. Narrower and more specialized than the broader hr-people-manager role's compensation-adjacent heuristics.

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Correctional Services Manager · wonsukchoi bundle
Use when a task needs the judgment of a correctional services manager (warden/facility administrator) — deciding how to respond to a staffing cut against safety risk, reviewing an inmate classification or housing decision, evaluating a use-of-force incident, deciding whether restrictive housing placement is justified and time-limited, or weighing security spending against programming budget under fiscal pressure.

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Court Municipal License Clerk · wonsukchoi bundle
Use when a task needs the judgment of a court, municipal, or license clerk — checking a pro se filing for procedural completeness, calculating a court filing fee or fee-waiver eligibility, processing a license or permit application against an eligibility checklist, determining whether a case record is public or sealed, or making a docket entry.

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Education Administrator Other · wonsukchoi bundle
Use when a task needs the judgment of an education administrator in a non-traditional setting — adult/continuing education, vocational or trade school, corporate/organizational training department, or other education programs outside standard K-12 or degree-granting postsecondary institutions. Covers the O*NET "Education Administrators, All Other" catch-all.

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Emergency Management Director · wonsukchoi bundle
Use when a task needs the judgment of an Emergency Management Director — activating and staffing an EOC for a developing hazard, sequencing a disaster declaration and FEMA Public Assistance/Individual Assistance request, sizing shelter and resource needs against real population and capacity numbers, designing or critiquing a tabletop exercise, or writing an after-action report and improvement plan.

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Food Cooking Machine Operator · wonsukchoi bundle
Use when a task needs the judgment of a Food Cooking Machine Operator/Tender — verifying pathogen lethality at the product's actual coldest point rather than surface or chamber temperature, monitoring frying oil condition against specific degradation indicators rather than elapsed time or visual judgment, adjusting cook parameters for incoming batch variation rather than holding settings fixed, or treating food-safety lethality and sensory quality as separate verifications rather than inferring one from the other.

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Geothermal Production Manager · wonsukchoi bundle
Use when a task needs the judgment of a Geothermal Production Manager — running a geothermal power plant or well field's daily operations, managing reservoir output decline, evaluating a well workover or drilling decision, or balancing production rate against long-term reservoir sustainability.

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Government Property Inspector · wonsukchoi bundle
Use when a task needs the judgment of a Government Property Inspector or Investigator — reconciling a contractor's government property records against a physical inventory sample, investigating a loss/damage/destruction report for timeliness and completeness, evaluating a contractor's property management system against FAR requirements, or determining whether idle property has gone through proper disposition screening.

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Health Informatics Specialist · wonsukchoi bundle
Use when a task needs the judgment of a Health Informatics Specialist — diagnosing why a clinical quality measure (eCQM/HEDIS) rate looks off, checking whether required data is captured as structured/coded fields versus free text, redesigning a clinical decision support (CDS) alert with a high override rate, resolving an interoperability gap caused by terminology/code mapping, or reconciling an HL7 v2 to FHIR data mapping during a system integration.

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History Teacher Postsecondary · wonsukchoi bundle
Use when a task needs the judgment of a History Teacher, Postsecondary — deciding coverage vs. depth for a survey syllabus vs. an upper-division seminar, grading a primary-source research paper for thesis strength and citation integrity, verifying a suspicious or fabricated quote/citation in a student paper, or building a document-based sourcing exercise for a lower-division survey.

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Industrial Machinery Mechanic · wonsukchoi bundle
Use when a task needs the judgment of an Industrial Machinery Mechanic — reading vibration/thermal/oil-analysis trends to catch a bearing or gearbox failure before it happens, tracing a fault to lubrication, misalignment, or a design/loading flaw instead of just swapping the part, setting PM/PdM intervals on production-critical rotating equipment, or planning a laser shaft alignment or LOTO-governed repair.

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Industrial Production Manager · wonsukchoi bundle
Use when a task needs the judgment of an Industrial Production Manager — running a manufacturing plant/production line, diagnosing a throughput or quality problem, planning capacity and staffing against demand, or evaluating a process change or capital investment on the production floor.

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Medical Laboratory Technician · wonsukchoi bundle
Use when a task needs the judgment of a Medical Laboratory Technician — deciding whether to release a chemistry result against a Westgard QC violation, screening a specimen for hemolysis/lipemia/icterus interference before reporting, working a delta-check flag against a patient's prior result, or routing a critical value or blood bank discrepancy through the correct callback/rejection procedure.

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Network Systems Administrator · wonsukchoi bundle
Use when a task needs the judgment of a network/systems administrator — triaging a connectivity or outage incident, sequencing an emergency patch or firmware rollout across a device fleet, reviewing backup-job and monitoring coverage, setting account-access and password policy, or planning a WAN circuit order or data-center/office move.

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Nuclear Medicine Technologist · wonsukchoi bundle
Use when a task needs the judgment of a Nuclear Medicine Technologist — verifying and administering a radiopharmaceutical dose, running gamma camera/PET or dose-calibrator quality control, deciding whether a radioactive-iodine therapy patient can be released under NRC criteria, troubleshooting an extravasated injection or a photopenic/artifactual image, or working out patient-prep and radiation-safety instructions for a scan or therapy.

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Nuclear Monitoring Technician · wonsukchoi bundle
Use when a task needs the judgment of a Nuclear Monitoring Technician — converting a raw survey meter count into a dpm/100cm2 or dose-rate result against an action level, deciding whether a "not detected" reading actually clears an item given the instrument's MDA, calculating stay time from an actual dose-rate survey map rather than an RWP estimate, or judging whether a CAM alarm needs an independent grab-sample count before it's dismissed.

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Philosophy Religion Professor · wonsukchoi bundle
Use when a task needs the judgment of a Philosophy and Religion Professor (Postsecondary) — backward-designing a comparative-religion or ethics syllabus, responding to a bias or proselytizing complaint under academic-freedom and Establishment Clause norms, grading a philosophy paper's argument reconstruction, or deciding whether to keep competing for a scarce tenure-track opening versus pivot off the market.

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Physics Teacher Postsecondary · wonsukchoi bundle
Physics Teacher, Postsecondary

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Preventive Medicine Physician · wonsukchoi bundle
Use when a task needs the judgment of a preventive medicine physician — deciding whether a population screening program should launch or continue, running an occupational exposure surveillance program and medical removal decisions, investigating a disease outbreak, or translating a clinical guideline (USPSTF, ACIP) into a program-level policy for a defined population.

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Project Management Specialist · wonsukchoi bundle
Project Management Specialist

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Railroad Conductor Yardmaster · wonsukchoi bundle
Use when a task needs the judgment of a Railroad Conductor or Yardmaster — building an outbound train's block order from a classification yard, verifying blue-signal protection before authorizing a move onto an occupied track, checking hazmat placarding and buffer-car placement against a train consist, deciding whether a train's operative-brake percentage is legal to depart on, or running a shoving movement with radio/hand-signal point protection.

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Ranch Aquacultural Farmworker · wonsukchoi bundle
Use when a task needs the judgment of a Ranch and Aquacultural Farmworker — scoring livestock body condition and lameness, responding to a dissolved-oxygen crash in an aquaculture pond, running low-stress animal handling for vet work or transport, applying herd or pond biosecurity and quarantine protocol, or diagnosing a feed-conversion-ratio drift before it becomes a mortality event.

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Refractory Materials Repairer · wonsukchoi bundle
Use when a task needs the judgment of a Refractory Materials Repairer — selecting a refractory class for a furnace or kiln zone's actual temperature and atmosphere, building a dry-out/cure schedule for castable refractory, sizing expansion joints in a new lining, deciding brick versus monolithic repair under a downtime deadline, or diagnosing a premature lining failure.

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Regulatory Affairs Specialist · wonsukchoi bundle
Use when a task needs the judgment of a Regulatory Affairs Specialist — choosing a submission pathway (510(k), De Novo, PMA, EU MDR technical file), selecting or scoring a predicate device, drafting a regulatory strategy memo, responding to an FDA Additional Information request, or deciding whether a product change needs a new submission. Distinct from a legal/compliance-officer role — this one owns product-specific pre-market and post-market regulatory lifecycle, not broad corporate compliance (SOX, AML, ethics).

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Reinforcing Iron Rebar Worker · wonsukchoi bundle
Use when a task needs the judgment of a reinforcing iron and rebar worker — computing a Class A/B tension lap-splice length for a specific bar size, grade, and concrete strength before a pour, verifying concrete-cover distances and chair/bolster heights during placement, checking bar-grade mill marks against the design's specified grade before tying a splice, deciding whether epoxy-coating damage on a bar requires patch repair or outright rejection, or reading a bar-bending schedule against the structural drawings for a placement conflict.

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Security Fire Alarm Installer · wonsukchoi bundle
Use when a task needs the judgment of a security and fire alarm systems installer — laying out detector/notification-appliance placement against NFPA 72, choosing Class A vs Class B circuit topology, sizing candela on notification appliances, prepping for an AHJ acceptance test, or diagnosing a false-alarm pattern on an existing system.

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Services Sales Representative · wonsukchoi bundle
Use when a task needs the judgment of a commercial services sales representative — displacing an incumbent vendor before a contract's renewal-notice window closes, building a total-cost-of-ownership case against a lower sticker price, running a save call on an account that just gave cancellation notice, or sizing a territory by route density instead of raw account count.

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Solar Energy Systems Engineer · wonsukchoi bundle
Use when a task needs the judgment of a Solar Energy Systems Engineer working on PV generation design — sizing a string against NEC 690.7 cold-temperature voltage derating, selecting a DC/AC ratio and estimating inverter clipping loss, sizing PV source-circuit conductors and overcurrent protection under NEC 690.8/690.9, building a performance-ratio-based annual energy yield model, or reconciling a P50/P90 yield estimate against measured production. Distinct from an energy-engineer (owns building/process demand-side efficiency, not generation-asset design), a wind-energy-engineer (owns turbine-specific aerodynamic and drivetrain design), and an electrical-engineer (owns general utility-scale power delivery and protection outside PV-specific code) — this role owns PV array electrical design, module/inverter compatibility, and generation yield modeling for solar-only projects.

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Sterile Processing Technician · wonsukchoi bundle
Use when a task needs the judgment of a sterile processing technician — deciding whether a tray is safe to release, running a biological-indicator failure recall, diagnosing wet-pack or count-discrepancy patterns, or sequencing decontamination/assembly/sterilization workflow under OR turnover pressure.

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Advertising Promotions Manager · wonsukchoi bundle
Use when a task needs the judgment of an Advertising and Promotions Manager — building a media plan backward from an objective and budget, briefing or evaluating creative against a brief, negotiating with agencies/media vendors, sanity-checking vendor-reported attribution, or reading a post-campaign debrief to separate delivery performance from response performance.

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Airfield Operations Specialist · wonsukchoi bundle
Use when a task needs the judgment of an airfield operations specialist — running a Part 139 self-inspection of the movement area, assigning a Runway Condition Code (RwyCC) after snow/ice contamination, deciding whether a discovered hazard needs an immediate NOTAM, triggering a Wildlife Hazard Assessment after a strike or sighting, or judging a FOD find as immediate-closure versus scheduled removal.

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Amusement Recreation Attendant · wonsukchoi bundle
Use when a task needs the judgment of an Amusement and Recreation Attendant — running ride dispatch and restraint checks, calling a weather or mechanical hold, managing queue throughput and wait-time complaints, operating a game booth or coin-operated attraction, or handling an on-ride evacuation.

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Biofuels Processing Technician · wonsukchoi bundle
Use when a task needs the judgment of a Biofuels Processing Technician — adjusting catalyst dosing for transesterification based on actual measured feedstock free fatty acid content rather than a standard fixed dose, verifying conversion completeness via actual glyceride content testing rather than visual inspection, actively monitoring fermentation temperature and pH throughout the process rather than checking only at the end, and managing byproduct quality as a distinct economic consideration alongside primary fuel yield.

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Business Teacher Postsecondary · wonsukchoi bundle
Use when a task needs the judgment of a Business Teacher, Postsecondary — grading case analysis on the rigor of business reasoning rather than matching a single "correct" answer, updating stale textbook examples against current market conditions rather than teaching them as still-current, distinguishing taught analytical frameworks from personal business opinion presented as universal fact, and preserving the incomplete-information trade-offs of real business decisions rather than simplifying problems into false certainty.

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Cement Mason Concrete Finisher · wonsukchoi bundle
Use when a task needs the judgment of a cement mason / concrete finisher — timing float and trowel work against bleed water and set, laying out and cutting control joints on a slab, choosing air-entrainment and mix parameters for freeze-thaw exposure, adjusting a finishing schedule for hot- or cold-weather concreting, or diagnosing a slab defect (blistering, scaling, random cracking) after the fact.

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957 published skills · page 4 of 10