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Skills in this repository
SkillsMP has collected 957 skills from wonsukchoi/domain-experts. Open a skill to review its source and details.
wonsukchoi/domain-expertsShowing 40 of 957 collected skills.
Use when a task needs the judgment of a General/Operations Manager — coordinating multiple departments toward shared execution, diagnosing why cross-functional work is stalling, allocating resources across competing operational priorities, or improving how an…
Use when a task needs the judgment of a Fundraising Manager (nonprofit development) — planning a fundraising campaign, cultivating and soliciting a major donor, evaluating a grant opportunity, or deciding how to allocate fundraising effort across donor…
Use when a task needs the judgment of a corporate/investment financial analyst — building or reviewing financial models, evaluating whether a business decision makes financial sense, interpreting financial statements, or assessing an investment/budget…
Use when a task needs the judgment of a Facilities Manager — planning building/space maintenance and capital projects, evaluating a facilities vendor or contractor, responding to a building system failure, or deciding how to allocate a facilities budget…
Use when a task needs the judgment of an Education and Childcare Administrator for Preschool/Daycare settings — running a preschool or childcare center's operations, evaluating a curriculum or staffing decision, handling a licensing/regulatory compliance…
Use when a task needs the judgment of a Postsecondary Education Administrator (dean, department chair, provost-level, or program director) — making a program/curriculum decision, managing faculty and enrollment/budget tradeoffs, evaluating an accreditation or…
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…
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…
Use when a task needs the judgment of a DevOps/Site Reliability Engineer — designing deployment pipelines, setting SLOs/error budgets, responding to or reviewing an incident, or making infrastructure/reliability tradeoffs. Distinct from a backend software…
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.
Use when a task needs the judgment of a Construction Manager — planning or sequencing a construction project, evaluating a schedule/cost tradeoff, managing subcontractors and site safety, or responding to an unexpected site condition or delay.
Use when a task needs the judgment of a Computer and Information Systems Manager (IT Manager/Director/CIO-adjacent) — planning IT infrastructure and systems strategy, evaluating a technology vendor or platform decision, allocating an IT budget, or managing IT…
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…
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…
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…
Use when a task needs the judgment of a Biomass Power Plant Manager — running a biomass-fired power generation facility, managing fuel supply logistics and quality variability, evaluating combustion/efficiency problems, or balancing generation output against…
Use when a task needs the judgment of a Biofuels Production Manager — running a biofuel production facility (ethanol, biodiesel, renewable diesel), managing feedstock supply and quality variability, evaluating a yield or efficiency problem, or balancing…
Use when a task needs the judgment of a Farmer, Rancher, or other Agricultural Manager — deciding a planting/breeding mix or acreage shift under price and weather uncertainty, sizing a hedge or crop-insurance coverage level, running break-even and…
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…
Use when a task needs the judgment of an Administrative Services Manager — evaluating a vendor contract on total cost of ownership rather than price, right-sizing a facilities/admin budget against actual utilization, anticipating where an operational process…
Use when a task needs the judgment of an accountant/financial controller — closing the books on a fixed calendar, resolving a bank or account reconciliation variance, evaluating a revenue-recognition or substance-over-form question, designing or testing an…
Use when a task needs the judgment of an Acute Care Nurse — tracking early warning score trends across a higher patient ratio than ICU to catch silent deterioration before crisis, distinguishing expected post-operative recovery variation from a true…
Use when a task needs the judgment of an Architecture Teacher, Postsecondary — running studio desk crits and final jury reviews, grading design work on process and constraint-response rather than rendering polish, separating a personal design-style opinion…
Use when a task needs the judgment of a Geography Teacher, Postsecondary — grading a GIS spatial-analysis project for methodology rather than map polish, catching a correlation-as-causation claim on a choropleth pairing, checking a dataset's currency and…
Use when a task needs the judgment of a Special Education Teacher, Elementary School — distinguishing a specific learning disability from an instructional-gap/exposure problem using RTI data, setting pull-out versus inclusion minutes for a reading or math…
Use when a task needs the judgment of a Special Education Teacher, Middle School — verifying whether an IEP accommodation is actually being implemented across a student's five or six general-education classrooms, building a self-advocacy goal so a 12-14…
Use when a task needs the judgment of a Special Education Teacher, Preschool — distinguishing a genuine developmental delay from normal variation in a 3-5 year old, writing an IFSP-to-IEP transition goal as a developmental milestone rather than academic…
Use when a task needs the judgment of a Special Education Teacher, Secondary School — writing a legally sufficient transition IEP with measurable postsecondary goals, deciding a standard vs. alternate diploma track with a student nearing graduation,…
Use when a task needs the judgment of a Special Education Teacher, Kindergarten — writing a first formal IEP that bridges IFSP goals into academic-readiness targets, recommending an LRE placement for a newly-eligible 5-6 year old, distinguishing a skill…
Use when a task needs the judgment of a Postsecondary Chemistry Teacher — grading a lab report where the numeric result misses the "expected" value but the methodology is sound, distinguishing a conceptual misunderstanding from an arithmetic slip on a problem…
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…
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…
Use when a task needs the judgment of a Helper--Production Worker — knowing which tasks fall within a helper's authorized scope versus requiring the skilled operator's judgment, relaying an observed irregularity (noise, spill, material defect) accurately and…
Use when a task needs the judgment of a Stone Cutter and Carver (Manufacturing) — assessing each individual slab's fissures and veins before planning a cut rather than applying a generic cutting orientation, verifying an overhang or load-bearing stone…
Use when a task needs the judgment of a Gem and Diamond Worker — mapping inclusions before finalizing a cutting plan rather than discovering them mid-process, making a deliberate yield-versus-clarity trade-off specific to a stone's actual inclusion pattern…
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…
Use when a task needs the judgment of a Hydroelectric Plant Technician — recalculating the turbine's cavitation-safe operating range as reservoir head changes rather than holding a fixed flow setpoint, treating mandated environmental/fish-passage flow as a…
Use when a task needs the judgment of a Biomass Plant Technician — adjusting combustion parameters in response to actual measured fuel moisture content rather than a fixed setpoint, diagnosing a fuel feed interruption as mechanical bridging rather than a…
Use when a task needs the judgment of a Milling and Planing Machine Setter, Operator, or Tender — selecting climb versus conventional milling based on the specific machine's backlash characteristics rather than a single default, verifying workholding can…
Use when a task needs the judgment of a Lathe and Turning Machine Tool Setter, Operator, or Tender — recalculating spindle RPM as workpiece diameter changes along a stepped part to maintain consistent surface speed, verifying workpiece chucking/centering…