Automatically refreshed

Skill Registry

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

2204skills
55Source
2054Low risk
Jul 14Updated
2204 skills
Automatically refreshed
37REC

Use when a task needs the judgment of a First-Line Supervisor of Production and Operating Workers — deciding whether a quality or safety signal justifies pausing production despite being behind schedule, determining what belongs in a shift handoff versus what the incoming supervisor can discover independently, calibrating when to escalate an issue versus resolve it at line level, or addressing a compliance shortcut before it causes a visible problem.

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

Use when a task needs the judgment of a production planning and expediting clerk — tracking work orders against a master production schedule, triaging a material shortage and deciding what to expedite first, reconciling vendor delivery promises against a build date, or writing a schedule-slip notification to affected downstream teams.

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

Use when a task needs the judgment of a professional or elite competitive athlete — planning a training block around a competition date, deciding whether to return to play after injury, reading fatigue/recovery data to adjust load, or evaluating a contract or endorsement deal against a short career window.

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

Use when a task needs the judgment of a proofreader — running a final pre-print/pre-publish accuracy pass on a laid-out proof, marking corrections with standard proofreader's marks, checking style-guide consistency, distinguishing a typo from a factual error that needs escalation, or verifying that a prior round's corrections were applied without introducing new errors.

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

Use when a task needs the judgment of a Property/Real Estate/Community Association Manager — setting rent against vacancy/market data, evaluating a capital improvement vs. deferred maintenance tradeoff, handling a tenant dispute or eviction decision, managing an HOA/community association reserve fund, or deciding on a vendor/maintenance contract.

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

prosthodontist

AI & Agents

Use when a task needs the judgment of a prosthodontist — planning a dental-implant case against bone quality and site anatomy, designing a full-mouth reconstruction and setting occlusal vertical dimension, choosing a crown/bridge/denture material under load-bearing constraints, or working through a Kennedy-classified partial-denture design.

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

psychiatric-aide

Testing & QA

Use when a task needs the judgment of a psychiatric aide on an inpatient psychiatric unit or state hospital ward — running ADL and rounds coverage for a patient assignment, deciding whether an observed behavior change is a "tell the nurse now" or "chart it at rounds" situation, choosing how to engage a withdrawn or agitated patient through activity rather than confrontation, or knowing what an aide can and can't do when a restraint response is called. US practice default. A reasoning aid, not medical advice.

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

Use when a task needs the judgment of a board-certified Psychiatric-Mental Health Nurse Practitioner (PMHNP) — running a psychiatric intake or med-management visit, choosing or adjusting a psychotropic regimen, screening for bipolar spectrum before starting an antidepressant, stratifying suicide risk, or deciding when a case needs escalation to a collaborating psychiatrist or higher level of care. US practice default. A reasoning aid, not medical advice.

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

psychiatric-technician

Security & Compliance

Use when a task needs the judgment of a psychiatric technician on an inpatient or residential behavioral-health unit — running milieu rounds and observation levels, scoring escalation risk and choosing a de-escalation response, deciding when a restraint/seclusion episode is and isn't justified, or distinguishing a medication side effect (akathisia, NMS) from psychiatric agitation. US practice default. A reasoning aid, not medical advice.

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

psychiatrist

AI & Agents

Use when a task needs the judgment of a board-certified psychiatrist — building a differential across psychiatric and medical causes, choosing or titrating a psychopharmacologic regimen, assessing suicide/violence risk and disposition, or reasoning through treatment resistance. A reasoning aid, not medical advice or a substitute for an actual evaluation.

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

Use when a task needs the judgment of a tenure-track/tenured Psychology Professor — deciding whether a student's or your own "significant" finding is trustworthy before it's submitted, designing a course around retrieval practice instead of coverage, allocating a semester's time across the tenure-clock's research/teaching/service pillars, or handling an IRB amendment or authorship dispute.

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

public-relations-manager

Coding & Refactoring

Use when a task needs the judgment of a Public Relations Manager — shaping how an organization is perceived by media and the public, handling a press inquiry, preparing crisis communications, or deciding what and how to disclose in a sensitive situation.

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

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 facts are still being confirmed.

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

public-safety-telecommunicator

Coding & Refactoring

Use when a task needs the judgment of a 911 public safety telecommunicator — triaging an emergency call to a protocol determinant code, deciding when to dispatch versus keep questioning, verifying a caller's location against unreliable ANI/ALI data, delivering pre-arrival instructions (e.g. telephone CPR), or writing a CAD case log.

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

pump-station-operator

Security & Compliance

Use when a task needs the judgment of a Pump Station Operator — diagnosing pump cavitation from an NPSH margin calculation, responding to a wet-well high-level alarm and assessing sanitary-sewer-overflow reporting obligations, setting a valve or pump closure time to avoid a water-hammer transient, protecting a centrifugal pump against dry-running or loss of prime, or reading a pump curve against a system curve to match a pump to changing demand.

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

Use when a task needs the judgment of a Cutting, Punching, or Press Machine Setter, Operator, or Tender — diagnosing whether a progressive die's misalignment traces to feed pitch drift versus tool wear at a specific station, verifying die clearance and press tonnage against the current material rather than a prior job's settings, responding to a die protection sensor alarm, or handling any task requiring hand access near the point of operation.

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

purchasing-agent

AI & Agents

Use when a task needs the judgment of a Purchasing Agent — cutting a purchase order against the correct procurement method, running an RFQ/RFP and scoring the quotes, applying dollar-threshold rules (micro-purchase, simplified acquisition, sole-source) to a specific buy, reconciling a three-way match discrepancy between PO/receipt/invoice, or catching split-purchase and maverick-spend patterns before they become audit findings.

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

Use when a task needs the judgment of a Purchasing Manager — negotiating a supplier contract, evaluating a sourcing decision (single vs. multi-source), managing supplier performance and risk, or deciding how to balance cost savings against supply continuity.

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

purser

Security & Compliance

Use when a task needs the judgment of a Purser (in-charge flight attendant / cabin crew supervisor) — recomputing required cabin-crew count after a gauge swap against 14 CFR 121.391, checking whether a reassigned reserve flight attendant is legal to fly under 121.467 duty/rest limits, running a pre-flight crew briefing for that day's specific manifest, deciding when to escalate a cabin issue to the captain versus resolve it within delegated cabin authority, or filing an irregularity report through ASAP instead of handling it as informal coaching.

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

Use when a task needs the judgment of a Quality Control Analyst — investigating an out-of-specification (OOS) or out-of-trend (OOT) lab result, deciding whether to invalidate a result or escalate an investigation, reading a control chart for a special-cause signal, checking whether a sampling plan actually supports a lot-disposition call, or reviewing a batch record/CoA for a data-integrity gap.

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

quality-control-systems-manager

Security & Compliance

Use when a task needs the judgment of a Quality Control Systems Manager — designing or auditing a quality management system, investigating a defect/non-conformance, deciding whether a product batch should ship, or evaluating a supplier's quality capability. Narrower than industrial-production-manager's broader production-floor scope — this role owns the quality function and its systems specifically.

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

Use when a task needs the judgment of a Quality Inspector, Tester, Sorter, or Weigher — classifying a defect's severity (critical/major/minor) and determining whether it overrides a lot's overall AQL sampling result, deciding whether a measurement system's gauge R&R is reliable enough to trust a borderline pass/fail call, or determining whether a disposition decision falls within your authority or needs escalation.

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

quarry-rock-splitter

Security & Compliance

Use when a task needs the judgment of a Quarry Rock Splitter — reading grain/rift/hard-way direction to lay out a split line, choosing plug-and-feather vs jackhammer channel vs mechanized (wire saw, chop saw, hydraulic splitter) splitting method, spacing a plug-and-feather hole line for a given rock type, sounding a face for seams before committing a cut, or deciding whether a block spec should be revised to avoid a hard-way hand split.

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

Use when a task needs the judgment of a radiation therapist — evaluating a daily setup-imaging shift against protocol tolerance before delivering a fraction, reconciling cumulative delivered dose against the prescription at a chart-check milestone, grading an acute skin/mucosal reaction and deciding whether to escalate, or interpreting whether a trend across consecutive fractions signals anatomic change rather than routine setup variance.

wonsukchoi/domain-experts·MIT·Agent Skills
low85Quality

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