wonsukchoi/domain-experts

all human experts into AI agents

This repository also configures its own agents. See what domain-experts tells them →

15Stars on the repository
200Mods indexed here, across every type
4d 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 a Computer and Information Research Scientist — designing an ablation to attribute an empirical gain, budgeting an NSF CISE proposal against page and content limits, deciding what reproducibility artifacts to release with a paper, screening a draft for mathiness or terminology…

not rated 15 4d ago A 84 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

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 risk (security, uptime, technical debt) at an…

not rated 15 4d ago A 98 tokens original MIT

computer-programmer

171

wonsukchoi/domain-experts

Skill Claude CodeCodex

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…

not rated 15 4d ago A 82 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

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, deciding what to prioritize pre-tenure, running an…

not rated 15 4d ago A 89 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a Computer Systems Analyst — running requirements elicitation and gap analysis against a target system, writing a feasibility study for a build-vs-buy-vs-customize decision, designing a system integration approach (point-to-point vs middleware vs API-led), scoping data-migration…

not rated 15 4d ago A 85 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a systems engineer/architect working at the whole-program level — decomposing requirements across hardware/software/network subsystems, writing or reviewing an interface control document (ICD), making a build-vs-buy tradeoff for a subsystem, or tracing a verification failure back…

not rated 15 4d ago A 125 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a Computer User Support Specialist — triaging an inbound ticket's severity and SLA clock before troubleshooting it, verifying a caller's identity before any password/MFA/account-state change, walking a live incident through a structured troubleshooting sequence instead of guessing…

not rated 15 4d ago A 102 tokens original MIT

concierge

176

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a Concierge — securing a reservation at a fully-booked restaurant or sold-out venue, coordinating a multi-vendor guest request (dinner, transportation, and a gift delivery) inside a tight window, deciding when to pivot from a failed Plan A to a same-caliber Plan B, or navigating a…

not rated 15 4d ago A 83 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

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, resolving a multi-use land-allocation conflict on public or…

not rated 15 4d ago A 76 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a Construction and Building Inspector — deciding whether a phase of work passes a hold-point inspection (foundation, framing, rough-in, insulation, final) or gets red-tagged, writing a correction notice that will hold up on appeal, resolving a conflict between the approved plans…

not rated 15 4d ago A 111 tokens original MIT

construction-laborer

179

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a construction laborer — determining which OSHA-mandated protective system (sloping, benching, shoring, or shielding) a trench needs given its soil classification and depth, working as spotter/signal person on a crane or heavy-equipment lift, staging material and equipment on an…

not rated 15 4d ago A 103 tokens original MIT

construction-manager

180

wonsukchoi/domain-experts

Skill Claude CodeCodex

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.

not rated 15 4d ago A 47 tokens original MIT

construction-painter

181

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a construction/maintenance painter — scoping an exterior or interior repaint, diagnosing why a paint job failed (blistering, alligatoring, peeling), pricing a job against real coat-count and prep requirements, deciding whether EPA lead-paint rules apply, or timing application…

not rated 15 4d ago A 72 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a Construction Trades Supervisor (foreman) — allocating a crew's daily task assignments against a labor-unit budget, deciding whether today's scope requires a formally designated OSHA competent person, arbitrating a trade-sequencing conflict between crews needing the same physical…

not rated 15 4d ago A 87 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a Continuous Mining Machine Operator in underground coal — reading a methane monitor trend and deciding whether to de-energize, judging whether cumulative unbolted advance has hit the roof control plan's cut-depth limit, deciding whether a permissibility defect requires immediate…

not rated 15 4d ago A 103 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a Control and Valve Installer/Repairer — sizing a control valve's Cv against actual process flow, diagnosing a limit-cycling control loop as valve stiction versus a bad PID tune, running an FCI 70-2 seat-leakage or API 598 pressure test, calibrating a positioner/actuator after a…

not rated 15 4d ago A 107 tokens original MIT

conveyor-operator

185

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a Conveyor Operator — diagnosing a mistracking belt before it becomes edge damage or spillage, verifying every lockout/tagout isolation point on a conveyor with a gravity take-up or incline before entering the nip zone, calculating each conveyor's actual delivered capacity in a…

not rated 15 4d ago A 107 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a Cooling/Freezing Equipment Operator — calculating freezing time for a new product thickness via the thickness-squared relationship rather than assuming linear scaling, verifying freezing completion by actual core/thermal-center temperature rather than surface temperature or…

not rated 15 4d ago A 92 tokens original MIT

coroner

187

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a Coroner or medicolegal death investigator — determining whether a death is reportable/jurisdictional, distinguishing cause of death from manner of death, estimating a postmortem interval from scene findings, deciding whether an autopsy or toxicology screen is warranted, or…

not rated 15 4d ago A 72 tokens original MIT

correctional-officer

188

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a correctional officer or jailer — scoring an inmate-classification instrument, deciding a use-of-force response level, running a cell/contraband search, preparing evidence for a disciplinary hearing, or screening an inmate for suicide/mental-health crisis risk.

not rated 15 4d ago A 64 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a correctional services manager (warden/facility administrator) — deciding how to respond to a staffing cut against safety risk, reviewing an inmate classification or housing decision, evaluating a use-of-force incident, deciding whether restrictive housing placement is justified…

not rated 15 4d ago A 77 tokens original MIT

corrections-sergeant

190

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a corrections sergeant or shift supervisor — mandating overtime to restore a post below minimum staffing, reviewing and countersigning a subordinate's use-of-force report, running progressive discipline for a line officer, assuming incident command during a multi-officer response…

not rated 15 4d ago A 71 tokens original MIT

correspondence-clerk

191

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a Correspondence Clerk — selecting and customizing a template response to a standardized written inquiry, triaging a correspondence queue against SLA deadlines, deciding when a form letter suffices versus needs escalation, or auditing a response-template library for staleness.

not rated 15 4d ago A 62 tokens original MIT

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