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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 K-12 teaching assistant — running a small-group rotation under a teacher's lesson plan, deciding how much to prompt a struggling student versus stepping back, logging behavior or academic data for an IEP/504 team, or…
Use when a task needs the judgment of a tenure-track or tenured Agricultural Sciences faculty member at a land-grant university — deciding whether to submit a grant this cycle versus wait, allocating time across the teaching/research/extension appointment…
Use when a task needs the judgment of a postsecondary Anthropology or Archaeology professor — designing a gen-ed or major-track course, building a tenure or promotion dossier, defending a department against an enrollment-driven program review, mentoring a…
Use when a task needs the judgment of an Area, Ethnic, or Cultural Studies Professor — designing a joint-appointment course load across two departments, prepping a tenure or mid-tenure review file for interdisciplinary scholarship, deciding whether a course…
Use when a task needs the judgment of a Biology Professor at a research university — writing or defending an NIH/NSF grant budget, deciding authorship order on a paper, navigating an IACUC or biosafety protocol, mentoring a PhD student through a stalled…
Use when a task needs the judgment of a Postsecondary Computer Science Professor — diagnosing why a course's DFW (D/F/withdraw) rate spiked, redesigning an intro programming course's assessment structure, staffing TAs and grading load for a large course,…
Use when a task needs the judgment of an Economics Teacher, Postsecondary — designing an intro micro/macro sequence for a mostly-terminal non-major audience, diagnosing a miskeyed or poorly discriminating exam item, calibrating TA grading on graphical or…
Use when a task needs the judgment of an Engineering Teacher, Postsecondary — diagnosing a spike in a gatekeeper course's D/F/W rate, running a capstone design course with an industry sponsor, closing the loop on an ABET student-outcome assessment, or…
Use when a task needs the judgment of an Environmental Science Professor — deciding whether a field exercise crosses a weather/safety cancel threshold, building an NSF/EPA proposal budget, normalizing an interdisciplinary tenure case against the right…
Use when a task needs the judgment of a Forestry and Conservation Science Teacher, Postsecondary — designing or defending a field-lab safety plan, mapping a forestry curriculum against SAF accreditation standards, grading a forest-mensuration or silviculture…
Use when a task needs the judgment of a postsecondary Atmospheric, Earth, Marine, and Space Sciences professor — allocating limited semester effort across teaching, research, and service ahead of a tenure or promotion review, redesigning an intro gen-ed…
Use when a task needs the judgment of a postsecondary math instructor — diagnosing why a gateway course's DFW rate is high, grading a proof for logical validity, norming a rubric across TAs on a multi-section common exam, or deciding a placement or…
Use when a task needs the judgment of a Postsecondary Physics Teacher — designing or fixing a unit using concept-inventory data (FCI/CSEM), writing a peer-instruction ConcepTest sequence, building a rubric that separates physics reasoning from algebra…
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…
Use when a task needs the judgment of a tenure-track/tenured Psychology Professor — deciding whether a student's or your own "significant" finding is trustworthy before it's submitted, designing a course around retrieval practice instead of coverage,…
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…
Use when a task needs the judgment of a Human Services Assistant — screening a client's eligibility for public benefits or emergency assistance, triaging a walk-in request against a broader unmet-needs picture, deciding whether a disclosure or no-show pattern…
Use when a task needs the judgment of a Mental Health and Substance Abuse Social Worker — routing a co-occurring client to integrated vs. sequential treatment using the severity quadrant, testing a crisis presentation against a civil-commitment standard,…
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…
Use when a task needs the judgment of an Agricultural Technician — designing a soil, tissue, or seed sampling plan, interpreting pest scouting counts against an economic threshold, calibrating spray/seeding equipment, or troubleshooting a field data…
Use when a task needs the judgment of a Biological Technician — troubleshooting a failed assay or contaminated culture, deciding whether a batch of lab data is trustworthy enough to report, auditing a bench's SOP/QC discipline, or diagnosing calibration and…
Use when a task needs the judgment of a Chemical Technician — running a routine or non-routine lab analysis under an SOP, reading a control chart or calibration-check trend for drift, deciding whether to release, hold, or escalate a QC result, troubleshooting…
Use when a task needs the judgment of a climate change policy analyst — evaluating a proposed emissions rule's cost-benefit case, comparing carbon-pricing instruments (tax vs. cap-and-trade), drafting regulatory comment letters or legislative issue briefs, or…
Use when a task needs the judgment of a board-certified Clinical Neuropsychologist — building a neuropsychological battery to localize a brain-behavior deficit, adjudicating performance validity before interpreting any cognitive score, distinguishing a…
Use when a task needs the judgment of an Environmental Economist — valuing a non-market environmental good (clean air, a wetland, an endangered species) for a benefit-cost analysis, building a regulatory impact analysis (RIA) for a pollution rule, sizing…
Use when a task needs the judgment of an Environmental Health Specialist (Registered Sanitarian) — classifying a food-establishment temperature violation as critical vs. priority-foundation, determining pool closure and hyperchlorination protocol after a…
Use when a task needs the judgment of an Environmental Restoration Planner — screening or comparing CERCLA/RCRA remedial alternatives against the nine evaluation criteria, building a life-cycle cost estimate for a Feasibility Study, scoping a stream or…
Use when a task needs the judgment of a Food Science Technician — troubleshooting an out-of-spec lab result before it triggers a batch hold, verifying instrument calibration mid-run, executing HACCP CCP or environmental (Listeria) monitoring per SOP, or…
Use when a task needs the judgment of a Forest and Conservation Technician — running a prism (BAF) timber cruise plot and resolving borderline tree calls, relocating and remeasuring a permanent inventory plot, laying out a fuel-load transect or…
Use when a task needs the judgment of a Geological Technician — logging drill core and computing RQD, running or reviewing an exploration QAQC sample-insertion scheme (blanks/duplicates/standards), describing and classifying a soil or rock sample against ASTM…
Use when a task needs the judgment of a historian — evaluating whether a primary source can bear the weight of a claim, reconciling conflicting accounts of an event, determining National Register of Historic Places eligibility for a property, structuring an…
Use when a task needs the judgment of a Hydrologic Technician — taking and computing a streamflow (discharge) measurement, deciding whether a rating curve needs a shift, siting or servicing a stream gage, running field water-quality calibration and sampling,…
Use when a task needs the judgment of an Industrial Ecologist — scoping and running a life-cycle assessment (LCA), evaluating a byproduct-exchange or industrial-symbiosis proposal, auditing a recycled-content or "circular economy" claim, or building a…
Use when a task needs the judgment of a doctoral-level Clinical Neuropsychologist — designing a test battery for a dementia/TBI/epilepsy referral, checking whether a cognitive profile is valid before trusting it, interpreting a score pattern for…
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…
Use when a task needs the judgment of a Nuclear Technician — planning a radiation work permit's stay-time and dose budget, telling a contamination problem apart from an exposure-rate problem, responding to a frisker or air-sample alarm, deciding whether a…
Use when a task needs the judgment of an occupational health and safety technician — calibrating and deploying air/noise sampling equipment, running a quantitative or qualitative respirator fit test, calculating an exposure result from raw pump/lab data and…
Use when a task needs the judgment of a park naturalist — designing or revising an interpretive program (guided walk, campfire talk, Junior Ranger activity), deciding how to handle a wildlife or invasive-species encounter during a program, setting group-size…
Use when a task needs the judgment of a Political Scientist — reading a public-opinion poll or forecast for what it actually supports, designing a comparative or quasi-experimental study of an institutional or policy question, checking whether an aggregate…
Use when a task needs the judgment of a Precision Agriculture Technician — calibrating a yield monitor or RTK guidance system, choosing a soil-sampling or management-zone strategy, building and validating a variable-rate prescription file for a controller,…