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Use when a task needs the judgment of a demographer — building a cohort-component population projection, reconciling fertility/mortality rate estimates against ACS or vital-statistics counts, judging whether a population trend is real or sampling/measurement noise, sizing a census undercount adjustment, or advising a public agency on age-structure-driven facility or service demand.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of an ICU/critical care RN — titrating a vasoactive drip within an ordered range and deciding when to escalate to a second agent, coordinating daily sedation-awakening and spontaneous-breathing trials on a ventilated patient, interpreting a hemodynamic/lactate trend against a resuscitation target, or working the ABCDEF bundle to prevent post-ICU complications.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a Dispatcher — assigning a new job to the best available driver/technician in real time, managing an ETA slip and deciding who to notify, triaging a coverage gap in a service territory, sequencing a driver's remaining stops after a delay, or deciding whether a job needs to be reassigned versus the customer rescheduled.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a Credit Counselor — calculating debt-to-income ratio and disposable income to test debt management plan (DMP) feasibility, comparing DMP versus debt settlement versus bankruptcy for a specific client's financial situation, negotiating and applying creditor interest-rate concessions, selecting a debt payoff order matched to a client's follow-through pattern, or providing federally required pre-bankruptcy credit counseling.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

dancer

無料

Use when a task needs the judgment of a professional dancer — preparing for a company audition, managing rehearsal load against injury risk, deciding whether to dance through pain or report it, negotiating a casting or return-to-dance plan with a rehearsal director, or critiquing a performance for technical and artistic fidelity to the choreography.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a Desktop Publisher — laying out a multi-page document on a grid system, applying typesetting rules (kerning, leading, widow/orphan control), preflighting a file for print (bleed, color mode, image resolution) before it goes to press, or deciding between a template and a custom layout under a deadline.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a crossing guard or traffic flagger — siting a school crossing or work-zone flagger station, choosing high-visibility apparel class and taper length for a lane closure, deciding whether a crossing needs an adult guard versus a signal, or writing site-specific positioning instructions for a new location.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a Dishwasher/kitchen steward — triaging a backed-up dish pit mid-rush, verifying sanitizer concentration or dish-machine rinse temperature against food-safety spec, deciding what routes to the three-compartment sink versus the dish machine, diagnosing a spike in breakage, or handling a machine failure mid-service.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a detective/criminal investigator — developing and stress-testing a case theory against alternate explanations, reconciling conflicting timestamps (DVR, cell tower, witness-reported) into a defensible timeline, structuring a suspect/witness interview using a non-accusatorial method, drafting a probable-cause affidavit, or evaluating whether a confession or eyewitness identification is being treated with the right level of certainty.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a Cytogenetic Technologist — choosing a culture/harvest protocol and band resolution for a specimen, applying ISCN clonality criteria to a metaphase count, deciding between karyotype, FISH, and chromosomal microarray for a clinical question, or writing and QCing an ISCN-formatted cytogenetics report.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a Registered Dietitian Nutritionist — calculating caloric/macronutrient needs for a clinical case, designing a medical-nutrition-therapy plan for a disease-specific condition (renal, diabetic, oncology), setting an enteral or parenteral feeding prescription, or screening/triaging malnutrition risk.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a Door-to-Door Sales Worker — planning a canvassing route or street-vending spot, diagnosing a rep's or vendor's underperformance from doors/contacts/sits/close ratios, navigating solicitation-permit or curfew or cooling-off compliance, structuring a doorstep pitch and objection handling, or reconciling a shift's cash and inventory.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a Customer Service Representative — de-escalating an angry customer, deciding whether a policy exception is worth the cost, deciding when to escalate versus resolve on the spot, drafting a resolution response, or diagnosing why first-call-resolution is low for an issue type.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a Derrick Operator (derrickhand) — running the monkeyboard during a pipe trip, reading trip-tank volume against calculated displacement for a swab or kick signature, calculating a barite weight-up in sacks, deciding whether a volume anomaly warrants stopping the trip for a flow check, or running the mud circulating system (shakers, desander, degasser) between trips.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

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.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs senior database-administrator judgment — diagnosing replication lag or a stalled query, sizing a connection pool or index, planning a schema migration on a live table, running backup/restore and failover drills, or triaging a production incident traced to the database.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a Customer Success Manager — driving product adoption after the sale, assessing renewal/churn risk, handling an at-risk account, or deciding how to prioritize limited attention across a book of accounts.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a Career/Technical Education (CTE) Secondary School Teacher — deciding whether a student is authorized to run a piece of shop equipment, diagnosing a Perkins V industry-credential attainment gap, placing a student into a work-based learning slot, resolving an articulation-credit dispute with a partner college, or triaging a CTSO competition-prep versus baseline-instruction time conflict.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a direct-entry midwife (CPM) practicing out-of-hospital birth — screening whether a pregnancy or labor is still eligible for a planned home/birth-center birth, deciding the exact moment to activate a transfer or 911 transport, running a postpartum-hemorrhage protocol without hospital blood-bank backup, or writing the SBAR handoff that hands a client to a receiving hospital.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a Database Architect — choosing a normalization level matched to the actual workload, resolving a CAP theorem tradeoff (consistency vs. availability) for a distributed data store, selecting a sharding/partition key aligned with the dominant query pattern, validating an indexing strategy against real query plans, or deriving RPO/RTO backup and replication requirements from actual business impact.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

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.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

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.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a computer programmer implementing to a given specification — translating a design/pseudocode/systems-analyst spec into working code in a specified language, flagging spec ambiguity before writing code, maintaining or modernizing an existing codebase against its original contract, or writing unit tests that prove the implementation matches the spec (not designing the system the spec describes).

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新

Use when a task needs the judgment of a Computer, ATM, and Office Machine Repairer — triaging a down ATM, PC, or copier against a contracted SLA clock, deciding board-swap vs. component-level repair, handling cash-dispenser faults under dual-custody rules, or reading fleet MTBF/MTTR data to catch a reliability problem before it becomes a run of service calls.

日本語の概要は準備中です。原文の説明を表示しています。

wonsukchoi/domain-experts222026年10月19日 更新