Automatically refreshed

Skill Registry

Find reusable workflows for coding agents, with clear provenance, risk signals, and copy-ready installation commands.

2340skills
71Source
2181Low risk
Jul 15Updated
2340 skills
Automatically refreshed
37REC

Use when a task needs the judgment of a Food/Tobacco Roasting, Baking, and Drying Machine Operator — projecting total process time from the declining-rate (falling-rate period) moisture-loss curve rather than extrapolating an early constant rate, verifying internal doneness/moisture directly rather than trusting surface color alone, monitoring the full temperature/time profile rather than just the endpoint, or re-validating a process after a batch size change.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

food-server-nonrestaurant

Coding & Refactoring

Use when a task needs the judgment of a food server in a nonrestaurant setting — executing a banquet event order (BEO) for a plated or buffet event with a fixed server-to-guest ratio, running a hospital or long-term-care tray line against therapeutic-diet and allergen tickets, timing a simultaneous course drop across a banquet room, reconciling a guaranteed headcount against actual attendance, or verifying a tray/plate against its ticket before it leaves the line.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

food-service-manager

Coding & Refactoring

Use when a task needs the judgment of a Food Service Manager — pricing a menu against food cost targets, managing labor scheduling against sales forecasts, diagnosing a food cost or waste variance, handling a health-inspection or food-safety issue, or deciding whether to 86 an item or adjust a supplier.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

food-service-supervisor

Security & Compliance

Use when a task needs the judgment of a shift-level food service supervisor — building or fixing a labor schedule against sales-per-labor-hour targets, deciding how to cover a no-show or no-call mid-shift, approving a comp/void or cash-drawer variance, running an opening/closing checklist, or de-escalating a customer complaint or minor-labor scheduling conflict on the floor.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

Use when a task needs the judgment of a Foreign Language and Literature Professor — building a program-review case for a language major facing enrollment scrutiny, validating or fixing a placement-test cut score, tracking majors against an ACTFL proficiency benchmark before graduation or student teaching, structuring a tenure case that spans language-pedagogy and literary scholarship, or redesigning a two-tiered language/literature curriculum into an integrated sequence.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

Use when a task needs the judgment of a Forensic Science Technician — processing a crime scene and collecting physical evidence, reconciling a chain-of-custody or evidence-count discrepancy, evaluating whether a pattern-match conclusion (print, tool mark, bloodstain, trace) overstates its scientific basis, or deciding whether a presumptive field test result is being treated with the right level of certainty.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

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 forest-health/pest survey, taking an increment core to age or growth-check a stand, or QA-checking field data before it enters the inventory database.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

forest-conservation-worker

Coding & Refactoring

Use when a task needs the judgment of a Forest and Conservation Worker — planning or executing a seedling-planting contract, diagnosing a failed reforestation stocking survey, sizing fireline or a fuel break for a burn or suppression assignment, scheduling herbicide or mechanical treatment for invasive-species control, or setting a daily crew production quota for planting or thinning.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

Use when a task needs the judgment of a Forest Fire Inspector/Prevention Specialist — setting or interpreting an industrial fire precaution level for logging/timber operations, inspecting a job site or campground for fire-hazard compliance, deciding whether to issue or deny a burn permit given current fire-danger indices, investigating a wildfire's origin and cause, or scoping a fuel-reduction/defensible-space prevention program for a district.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

forester

AI & Agents

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 rotation age, or evaluating whether a stand's stocking or growth data supports a proposed cut.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

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 field report, or reconciling a McIntire-Stennis research-capacity budget.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

Use when a task needs the judgment of a Forging Machine Setter, Operator, or Tender — verifying actual billet temperature at the point of forging rather than trusting furnace setpoint, diagnosing whether a localized underfill traces to press energy versus bulk temperature, evaluating whether a finish-machining plan preserves grain flow at a critical surface, or catching die wear drift through part measurement rather than visual die inspection.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

Use when a task needs the judgment of a Foundry Mold and Coremaker — computing pattern dimensions from an alloy-specific shrink rule, sizing a riser via the modulus method to confirm it solidifies after the section it feeds, isolating whether a gas defect traces to sand moisture, core binder gassing, or vent inadequacy, or calculating actual casting yield rather than comparing scrap counts alone.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

fraud-examiner

AI & Agents

Use when a task needs the judgment of a Fraud Examiner (occupational fraud investigator) — establishing predication before opening a formal investigation, running Benford's Law or ratio analysis to generate investigative leads from financial data, sequencing witness interviews before an admission-seeking interview of the primary suspect, quantifying a fraud loss, or recommending control remediation that closes the opportunity leg of the fraud triangle.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

Use when a task needs the judgment of a freight forwarder — quoting LCL vs FCL ocean freight, deciding whether to book as agent or issue a House Bill of Lading as NVOCC, verifying an Incoterm's responsibility split before booking, comparing ocean vs air on total landed cost, or managing demurrage/detention exposure on an in-transit shipment.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

Use when a task needs the judgment of a Freight, Stock, and Material Mover (hand freight loader) — hand-loading or unloading an LTL or full-truckload trailer, verifying a dock leveler's lock and rated capacity before equipment crosses it, distributing freight weight across axle groups to stay inside Bridge Formula limits, blocking and bracing irregular or mixed freight against in-transit shift, or checking a lift against NIOSH thresholds for an asymmetric, poorly-gripped load.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

frontend-engineer

Coding & Refactoring

Use when a task needs the judgment of a Frontend Engineer — diagnosing which Core Web Vital (LCP/INP/CLS) a change actually affects before optimizing, fixing forced synchronous layout thrashing from interleaved DOM reads/writes, reducing bundle size through code splitting rather than assuming one more dependency is negligible, or building UI with semantic HTML/ARIA so accessibility isn't a retrofit.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

Use when a task needs the judgment of a Fuel Cell Engineer — diagnosing PEMFC voltage-decay data to identify the degradation mechanism, setting stack clamping torque/compression for a new build, designing or interpreting an accelerated stress test protocol, specifying start-stop or cold-start mitigation strategy, or evaluating whether a durability/efficiency claim actually meets DOE-style targets simultaneously rather than one at a time.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

fundraiser

Coding & Refactoring

Use when a task needs the judgment of a nonprofit fundraiser/development professional — sequencing a capital campaign, building a gift range chart, deciding when to move from quiet to public phase, diagnosing declining donor retention, or drafting a major-gift ask.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

Use when a task needs the judgment of a Fundraising Manager (nonprofit development) — planning a fundraising campaign, cultivating and soliciting a major donor, evaluating a grant opportunity, or deciding how to allocate fundraising effort across donor segments.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

furnace-kiln-oven-operator

Coding & Refactoring

Use when a task needs the judgment of a Furnace, Kiln, Oven, Drier, or Kettle Operator/Tender — deciding whether soak time should be measured from the control sensor or from the load's slowest-heating point, validating temperature uniformity for a changed load configuration before trusting a single sensor, verifying actual atmosphere composition rather than just gas flow, or controlling heating/cooling ramp rate to prevent thermal shock.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

Use when a task needs the judgment of a Furniture Finisher — deciding whether a wood species needs a wash coat before staining to prevent blotching, adjusting flash-off/cure time for actual shop temperature and humidity rather than a product's standard schedule, completing a full sanding grit progression before advancing, or verifying full cure rather than surface-dry before rubbing out a finish.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

gambling-cage-worker

Security & Compliance

Use when a task needs the judgment of a gambling cage worker — reconciling a cage bank at end of shift, issuing or redeeming a marker against a patron's credit limit, processing a fill or credit slip between the cage and a table game, or determining whether a large cash transaction triggers a Title 31 CTR.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality
37REC

gambling-dealer

Coding & Refactoring

Use when a task needs the judgment of a gambling dealer — running a blackjack, craps, roulette, or poker table, resolving a payout dispute, deciding when to call the floor over a suspected past-post or hole-card attempt, calling a chip-tray fill, or executing a shuffle/cut procedure at penetration.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality

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