wonsukchoi/domain-experts

all human experts into AI agents

14Stars on the repository
200Mods indexed here, across every type
5d agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

wonsukchoi/domain-experts

Skill Claude CodeCodex

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 internal control, or triaging a discrepancy in financial…

not rated 14 5d ago A 66 tokens original MIT

acoustical-engineer

02

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Acoustical Engineer — calculating room reverberation time (RT60) and specifying absorption/reflection treatment for a space, evaluating a wall or floor assembly's STC/IIC rating against a code or design target, diagnosing why a completed space fails its acoustic design intent…

not rated 14 5d ago A 102 tokens original MIT

actor

03

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a professional Actor — breaking down sides for a self-tape audition, preparing a character choice for rehearsal, deciding between two conflicting bookings, reading a contract offer for scale vs. scale-plus terms, or diagnosing why callbacks aren't converting to bookings.

not rated 14 5d ago A 58 tokens original MIT

actuary

04

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Actuary — estimating unpaid claim reserves with chain-ladder or Bornhuetter-Ferguson methods, building or reviewing a rate indication from loss experience, applying credibility weighting to thin or volatile data, drafting a statement of actuarial opinion, or diagnosing whether…

not rated 14 5d ago A 72 tokens original MIT

acupuncturist

05

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a licensed acupuncturist — building a TCM pattern-differentiation-based treatment plan, choosing point combinations and needling technique for a presenting complaint, triaging a safety red flag (fainting, suspected pneumothorax, herb-drug interaction), or writing a SOAP note that…

not rated 14 5d ago A 102 tokens original MIT

acute-care-nurse

06

wonsukchoi/domain-experts

Skill Claude CodeCodex

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 complication requiring escalation, triaging competing needs across…

not rated 14 5d ago A 87 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Adapted Physical Education Specialist — writing a legally-defensible PE present level and annual goal from motor/fitness assessment data, choosing the right test battery and alternate items for a student's mobility profile, recommending a placement step on the PE…

not rated 14 5d ago A 84 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Adhesive Bonding Machine Operator — distinguishing an open-time violation from a pot-life check, controlling bond line thickness with calibrated spacers rather than clamping pressure alone, verifying surface prep with a test rather than visual cleanliness, or confirming actual…

not rated 14 5d ago A 81 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Administrative Law Judge, Adjudicator, or Hearing Officer — applying a mandatory sequential/structured evaluation framework in required order, weighing conflicting medical or vocational opinion evidence using specific regulatory factors, writing findings that explicitly address…

not rated 14 5d ago A 89 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

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 breaks at the org's next size milestone, or diagnosing why…

not rated 14 5d ago A 67 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Adult ESL/Basic Education Instructor — placing a new adult learner using standardized assessment scores, designing life-context-relevant lesson content for working adults, tracking NRS-reportable level gains, addressing attendance/retention barriers, or preparing a learner for…

not rated 14 5d ago A 71 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

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…

not rated 14 5d ago A 69 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Advertising Sales Agent — pricing an ad-inventory package against a client budget, building a media-kit pitch, protecting yield on scarce inventory while moving remnant, or forecasting close rate on a sales pipeline. Sell-side: this role sells a publisher's or station's own ad…

not rated 14 5d ago A 0 tokens original MIT

aerospace-engineer

14

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Aerospace Engineer — reconciling a vehicle mass/weight budget against a certification limit, computing a structural margin of safety, choosing a means of compliance for an FAA certification basis, tracing a weight-growth overrun back to a design decision, or evaluating a…

not rated 14 5d ago A 78 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Aerospace Engineering and Operations Technologist/Technician — verifying an installed fastener's preload against a drawing's torque callout via the T=K·D·F relationship, reducing strain-gauge data from a structural proof-load test into stress and checking it against an…

not rated 14 5d ago A 169 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an agricultural engineer — sizing a center-pivot or drip irrigation system's peak capacity against crop water demand, computing lateral grain-bin wall pressure with Janssen's equation, sizing a waterway or tile-drainage system with Manning's equation and an NRCS design-storm…

not rated 14 5d ago A 90 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Agricultural Equipment Operator — calibrating planter seed population and singulation, diagnosing combine header or separator loss, sequencing planting or harvest across fields under a weather-constrained window, sizing machinery capacity in acres/hour against a season's…

not rated 14 5d ago A 77 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Agricultural Grader/Sorter — calling a defect grade on a moving packing line, deciding whether a lot with a marginal QC sample gets accepted, hand re-sorted, downgraded, or held, choosing where to station a human grader relative to an optical sorter, or diagnosing why a lot's…

not rated 14 5d ago A 86 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Agricultural Inspector — grading a lot of produce against a USDA grade standard's defect tolerances, evaluating agricultural water test results against FSMA microbial thresholds, checking a pesticide residue result against the commodity-specific EPA tolerance, deciding whether…

not rated 14 5d ago A 84 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

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 diversification scenarios before a capital or input commitment, or…

not rated 14 5d ago A 76 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

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 split, diagnosing a stalled graduate student or field trial, or…

not rated 14 5d ago A 75 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

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 discrepancy before it reaches the agronomist or scientist who acts on…

not rated 14 5d ago A 65 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an air traffic controller — sequencing and spacing arrivals/departures, resolving a projected loss of separation, applying wake-turbulence separation between mismatched aircraft categories, deciding when to query a read-back, or working a facility through a…

not rated 14 5d ago A 65 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Aircraft Cargo Handling Supervisor — verifying a built ULD against its type's certified max gross weight before it's spotted for loading, running a hazmat item through the segregation table against its actual compartment neighbors, reconciling an actual cargo build against the…

not rated 14 5d ago A 116 tokens original MIT

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