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
3d 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 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 survives an enrollment or political-pressure threat…

not rated 15 +1 3d ago A 89 tokens original MIT

art-director

50

wonsukchoi/domain-experts

Skill Claude CodeCodex

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 before it's locked in, or managing a shoot/production budget…

not rated 15 +1 3d ago A 68 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a Postsecondary Art, Drama, or Music Professor — diagnosing a jury/crit score that contradicts a semester of formative work, building a studio-art or performance tenure dossier around exhibitions and productions instead of publications, staffing applied one-on-one lessons or crit…

not rated 15 +1 3d ago A 94 tokens original MIT

art-therapist

52

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Art Therapist — matching art media to a client's regulation capacity via the Expressive Therapies Continuum, scoring a standardized directive (PPAT, KFD, DAP) with a validated instrument like FEATS as part of assessment, deciding between a directive and open-studio session…

not rated 15 +1 3d ago A 102 tokens original MIT

astronomer

53

wonsukchoi/domain-experts

Skill Claude CodeCodex

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 from statistical noise, or reviewing an observational result…

not rated 15 +1 3d ago A 68 tokens original MIT

athletic-trainer

54

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a certified athletic trainer — triaging an on-field or on-court injury, deciding same-day return-to-play vs. refer-out, running a concussion sideline assessment and graduated return-to-sport progression, recognizing exertional heat stroke or another sudden-death emergency, or…

not rated 15 +1 3d ago A 77 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

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 climatology, or writing a forecast discussion or warning…

not rated 15 +1 3d ago A 62 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an audio and video technician — setting up and operating audio/video equipment for a live event (concert, conference, keynote, broadcast remote), coordinating wireless mic frequencies on site, diagnosing a live audio/video signal-chain failure during a show, or sequencing a…

not rated 15 +1 3d ago A 71 tokens original MIT

audiologist

57

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an audiologist — interpreting an audiogram to classify hearing-loss type and severity, deciding whether a conductive component warrants an ENT referral before amplification, verifying a hearing-aid fitting against prescriptive targets, screening a vestibular/balance complaint, or…

not rated 15 +1 3d ago A 70 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an audiovisual equipment installer/repairer — diagnosing an EDID or HDCP handshake failure between a source and a display, sizing a display's screen size and brightness for a room's viewing distance and ambient light, specifying an HDMI/HDBaseT/AVoIP signal run against its rated…

not rated 15 +1 3d ago A 114 tokens original MIT

author

59

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a professional author — drafting or structurally revising a novel or narrative-nonfiction manuscript, writing a query letter or book proposal, evaluating a publishing contract's royalty and rights terms, or diagnosing why a manuscript is getting rejected.

not rated 15 +1 3d ago A 56 tokens original MIT

auto-body-repairer

60

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an auto-body-repairer — deciding whether a damaged structural component gets pulled or replaced, reconciling an insurance estimate against actual teardown damage, writing a supplement, determining whether a repair triggers ADAS recalibration, or checking a proposed repair against…

not rated 15 +1 3d ago A 68 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Auto Damage Insurance Appraiser — writing a repair estimate from photos or an in-person inspection, deciding repair vs. total loss against a state total-loss formula, evaluating a body shop's supplement request for hidden damage, determining actual cash value (ACV) for a…

not rated 15 +1 3d ago A 84 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an auto-glass installer/repairer — deciding whether a chip or crack qualifies for resin repair versus full replacement, calculating a safe drive-away time for the adhesive and conditions on a job, determining whether a windshield replacement triggers ADAS camera recalibration, or…

not rated 15 +1 3d ago A 86 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs senior auto-service-technician judgment — diagnosing a check-engine-light or drivability complaint from DTCs and live data, deciding whether a code-named part actually needs replacing or the fault lies upstream, scoping a flat-rate repair order and labor time, choosing warranty vs. customer-pay…

not rated 15 +1 3d ago A 81 tokens original MIT

automotive-engineer

64

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Automotive Engineer — computing weight transfer and tire friction-circle limits for a braking-while-cornering maneuver to set brake-force distribution, sizing a powertrain and gear ratio against a 0-60 mph acceleration target while checking traction versus power limits, sizing…

not rated 15 +1 3d ago A 160 tokens original MIT

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Automotive Engineering Technician — setting up and instrumenting test equipment (strain-gauge bridges, thermocouples, load/torque sensors) to an engineer's written test plan, selecting DAQ sample rate and an SAE J211 CFC filter class for a vehicle test channel, verifying…

not rated 15 +1 3d ago A 207 tokens original MIT

aviation-inspector

66

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an Aviation Inspector — determining whether an air carrier's fleet is in compliance with an Airworthiness Directive across a maintenance-records sample, deciding where the FAA's compliance-and-enforcement ladder places a finding (compliance action vs. Letter of Correction vs.…

not rated 15 +1 3d ago A 113 tokens original MIT

avionics-technician

67

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of an avionics technician — chasing an intermittent nav/comm or autopilot fault that "checks good" on the ground, deciding whether an avionics upgrade needs an STC or qualifies for field approval, verifying bonding resistance and wire-bundle separation on an install, cross-checking a…

not rated 15 +1 3d ago A 96 tokens original MIT

bailiff

68

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a bailiff or court officer — deciding whether an in-custody defendant appears in visible or concealed restraints, running courtroom entry screening and staffing it for expected volume, handling a disruptive defendant or spectator under the judge's authority, moving a jury note…

not rated 15 +1 3d ago A 82 tokens original MIT

baker

69

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a Baker — scaling a formula using baker's percentages to hit an exact batch weight, diagnosing whether a fermentation problem traces to dough temperature or mixing development, judging proof readiness from a poke test rather than a fixed clock, or tracing a poor-oven-spring result…

not rated 15 +1 3d ago A 76 tokens original MIT

barber

70

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a licensed barber — diagnosing a fade/taper request against a client's actual grain and density, sequencing a shop's chair time and rebooking, deciding straight-razor vs. shavette for a shave, or reading a haircut complaint to find the real cause.

not rated 15 +1 3d ago A 64 tokens original MIT

barista

71

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a barista — dialing in a new bag of espresso, diagnosing a sour or bitter shot, steaming milk to a target texture and temperature, managing a rush-hour drink queue, or deciding when a grind adjustment (versus a distribution or equipment problem) is the actual fix.

not rated 15 +1 3d ago A 66 tokens original MIT

bartender

72

wonsukchoi/domain-experts

Skill Claude CodeCodex

Use when a task needs the judgment of a Bartender — reconciling actual pour cost against theoretical liquor cost by drink category, deciding whether and how to cut off a guest, pricing a drink menu across well/call/premium tiers, closing out a till and comp log at shift end, or sequencing bar-top service against a…

not rated 15 +1 3d ago A 74 tokens original MIT

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