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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 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…
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…
Use when a task needs the judgment of a Fashion Designer — costing a garment against a wholesale-margin target, calculating fabric yield/marker efficiency for a style, planning a seasonal collection's SKU and colorway count, setting fit-grading tolerances…
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…
Use when a task needs the judgment of a Merchandise Displayer/Visual Merchandiser — planning a seasonal reset's labor-hours against a store-closure window, deciding whether a window-display concept is converting foot traffic better than the last one, auditing…
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…
Use when a task needs the judgment of a Producer/Director — building a shooting-day budget topsheet, sequencing a stripboard/one-line schedule, running a mid-shoot schedule-compression review, evaluating a greenlight/go-no-go financing decision, or making a…
Use when a task needs the judgment of a Set and Exhibit Designer — space-planning a stage or exhibit floor under a fixed load-in/strike window, running a sightline check against raked or flat seating, allocating a fabrication budget across scenic or exhibit…
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…
Use when a task needs the judgment of a Special Effects Artist/Animator — planning a shot through the VFX pipeline (previz through comp), diagnosing why a shot "feels wrong," budgeting render-farm time against a delivery deadline, or structuring a…
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…
Use when a task needs the judgment of a Commercial/Industrial Designer — designing the form, ergonomics, and manufacturability of a physical product, choosing between manufacturing processes at a given volume, selecting materials/finishes under a cost or…
Use when a task needs the judgment of a manuscript or content editor — diagnosing structural problems in a draft, writing a developmental edit letter, running a line-edit or copyedit pass, deciding what to cut to hit a word-count target, or triaging…
Use when a task needs the judgment of a Film and Video Editor — cutting a rough assembly down to a target runtime, diagnosing why a scene isn't playing, structuring a revision-round process with a director/client, or preparing a picture-locked timeline for…
Use when a task needs the judgment of an Interior Designer — space-planning a commercial or residential layout against code-minimum clearances, selecting and specifying finishes/furniture within a budget, designing a lighting plan against footcandle targets,…
Use when a task needs the judgment of a News Journalist — deciding whether a claim has enough independent corroboration to publish, handling an anonymous or off-the-record source without burning credibility, structuring a breaking-news story under deadline,…
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…
Use when a task needs the judgment of a Technical Writer — architecting API/developer documentation, auditing documentation coverage against support-ticket volume, classifying content by Diátaxis type (reference/how-to/tutorial/explanation), designing a…
Use when a task needs the judgment of a translator or interpreter — translating a technical/legal/marketing document, deciding between light and full machine-translation post-editing, choosing simultaneous vs consecutive interpretation for an assignment,…
Use when a task needs the judgment of an Animal Scientist — formulating a least-cost livestock ration against nutrient requirements, evaluating breeding stock using EPDs or a selection index, diagnosing a feed-conversion-ratio decline, or designing a…
Use when a task needs the judgment of an astronomer — calculating exposure time or signal-to-noise for a target, writing the feasibility math for a telescope-time proposal, reducing photometric or spectroscopic data, distinguishing a systematic error floor…
Use when a task needs the judgment of a Biochemist — determining enzyme kinetics (Km/Vmax, inhibition mechanism) from rate data, choosing a structural-biology method (X-ray crystallography, cryo-EM, or NMR) for a target, designing or interpreting a binding…
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…
Use when a task needs the judgment of a Forester — cruising a stand to estimate merchantable timber volume and value, recommending a harvest or thinning prescription, selecting a silvicultural system for regeneration, calculating financial vs. biological…
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…
Use when a task needs the judgment of a Physicist — designing an experiment to control systematic error, propagating measurement uncertainty through a derived quantity, evaluating whether a model fits data (chi-squared/goodness-of-fit), running a…
Use when a task needs the judgment of a soil and plant scientist — interpreting a soil test into a fertilizer/lime recommendation, building a nutrient management plan, diagnosing a suspected nutrient deficiency or pH-limited yield, or evaluating…
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…
Use when a task needs the judgment of an atmospheric scientist/operational meteorologist — interpreting ensemble forecast guidance, deciding whether conditions cross a severe-weather warning threshold, calibrating a raw model probability against verification…
Use when a task needs the judgment of a Conservation Scientist — writing or reviewing a rangeland/forest conservation plan, calculating stocking rate or carrying capacity against a proposed grazing or timber plan, scoping a prescribed-fire prescription,…
Use when a task needs the judgment of a geneticist — classifying a genetic variant's pathogenicity (ACMG/AMP criteria), interpreting a family pedigree for inheritance pattern and recurrence risk, evaluating whether a genotype plausibly explains a phenotype,…
Use when a task needs the judgment of a hydrologist — running a flood-frequency analysis to set a design discharge, building a watershed water balance, modeling groundwater flow or drawdown from a pumping test, evaluating a water-rights allocation question,…
Use when a task needs the judgment of a Medical Scientist doing preclinical/translational research — designing an in vitro or in vivo experiment, fitting and interpreting a dose-response curve, judging whether an efficacy signal survives replication and…
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…
Use when a task needs the judgment of a school psychologist — determining special-education eligibility from RTI/discrepancy data, designing or interpreting a Functional Behavior Assessment, distinguishing a disability-driven eligibility question from an…
Use when a task needs the judgment of a Sociologist — designing a mixed-methods study of a social-structure or institutional-change question, building and validating a qualitative codebook, checking whether a group-level pattern supports the individual-level…
Use when a task needs the judgment of a Survey Researcher — designing a sampling frame and questionnaire for a public-opinion or market-research survey, diagnosing whether a topline number reflects opinion or measurement artifact, weighting a sample to…
Use when a task needs the judgment of an archivist — appraising whether a donated or transferred collection has enduring value, deciding a processing level for a backlog, writing a finding aid, triaging preservation under budget constraints, or resolving a…
Use when a task needs the judgment of an Elementary School Teacher — interpreting a running record or fluency check against grade-level benchmarks, deciding whether a struggling reader needs a Tier 2 intervention, running a self-contained classroom's daily…
Use when a task needs the judgment of an Instructional Coordinator — auditing curriculum coverage against a state test blueprint, checking standards alignment at the cognitive-complexity (DOK) level not just the topic level, diagnosing an assessment-score…