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Claude Skills by wonsukchoi
github.com/wonsukchoi957 skills13 installs1,159 views
- Middle School TeacherUse when a task needs the judgment of a Middle School Teacher — reading a cross-subject data pattern from an interdisciplinary team meeting, deciding whether a zero or grade drop reflects a mastery gap or an executive-function/compliance gap, designing an advisory period or interdisciplinary unit, ruling on a redo/retake request, or writing a parent progress note grounded in team data.Votes: 0GitHub stars: 15
- Milling Planing Machine OperatorUse when a task needs the judgment of a Milling and Planing Machine Setter, Operator, or Tender — selecting climb versus conventional milling based on the specific machine's backlash characteristics rather than a single default, verifying workholding can resist actual lateral cutting forces rather than just confirming static placement, using a multi-pass strategy for a deep pocket or slot rather than a single deep pass, and accounting for end mill deflection on a high length-to-diameter cutter.Votes: 0GitHub stars: 15
- MillwrightUse when a task needs the judgment of a millwright — rigging and setting a machine skid onto a new foundation, calculating sling-angle load factors for an asymmetric lift, leveling and epoxy-grouting a machine base, laser-aligning a motor-to-driven-equipment coupling within RPM-appropriate tolerance, or diagnosing a post-startup vibration/misalignment problem traced back to the install.Votes: 0GitHub stars: 15
- Mine SupervisorUse when a task needs the judgment of a Mine Supervisor (shift boss/mine foreman) — deciding whether an unanticipated roof or ground condition requires the roof control plan's supplemental support or a full withdrawal, reading a pre-shift/on-shift examination book for hazards before allowing crew entry, resolving a shift's tonnage shortfall by diagnosing the actual bottleneck instead of pushing cutting pace, or deciding whether a gas or ventilation reading requires de-energizing equipment ver...Votes: 0GitHub stars: 15
- Mining Geological EngineerUse when a task needs the judgment of a Mining and Geological Engineer — running a pit-slope or underground-opening stability check (limit-equilibrium factor of safety, RMR/Q ground support design), setting an economic cutoff grade or reading a grade-tonnage curve for reserve definition, sizing mine ventilation airflow against MSHA quantity standards, or sequencing extraction/stope design for an ore body under a stability or economic constraint.Votes: 0GitHub stars: 15
- Mixing Blending Machine OperatorUse when a task needs the judgment of a Mixing/Blending Machine Operator — deciding whether a low-concentration ingredient needs a premix step before full-batch incorporation, verifying blend uniformity via multi-location sampling and CV calculation rather than appearance, recognizing that more mixing time isn't always better, or re-validating uniformity when a formula is scaled to a larger batch size.Votes: 0GitHub stars: 15
- Ml EngineerUse when a task needs the judgment of a Machine Learning/AI Engineer — checking a train/test split for data leakage, choosing an evaluation metric that accounts for class imbalance rather than defaulting to accuracy, verifying training and serving feature computation match (train-serving skew), monitoring a deployed model for data/concept drift, or deciding whether a hyperparameter-tuning process has silently overfit to the test set.Votes: 0GitHub stars: 15
- Mobile EngineerUse when a task needs the judgment of a Mobile Engineer (iOS/Android) — designing an offline-sync conflict resolution strategy that doesn't silently lose edits, planning a release around app store review turnaround and rejection risk, handling background work within platform-enforced execution limits, managing app lifecycle events (backgrounding, configuration change) without data loss, or testing across a representative device/OS fragmentation matrix.Votes: 0GitHub stars: 15
- Mobile Home InstallerUse when a task needs the judgment of a Manufactured Home Installer — siting and grading a home site, sizing piers and footings against actual soil-bearing capacity, specifying wind-zone-rated anchoring and tie-downs, closing a multi-section marriage line and crossover utility connections, or diagnosing a failed final inspection.Votes: 0GitHub stars: 15
- Molding Casting Machine OperatorUse when a task needs the judgment of a Molding, Coremaking, or Casting Machine Setter, Operator, or Tender — diagnosing intermittent porosity or a quality defect when machine-displayed parameters read within spec, deciding whether a persistent same-location defect points to a tooling issue versus a process parameter, evaluating a cooling-time reduction against dimensional stability, or adjusting a setting to fix a short shot without reintroducing flash.Votes: 0GitHub stars: 15
- Molecular Cellular BiologistUse when a task needs the judgment of a Molecular and Cellular Biologist — quantifying gene expression change from qPCR (ΔΔCt/Pfaffl), validating a Western blot for quantitative comparison, designing or power-analyzing a cell-based knockdown/knockout experiment, or reconciling a discrepancy between mRNA and protein knockdown data.Votes: 0GitHub stars: 15
- Mortician Funeral ArrangerUse when a task needs the judgment of a Mortician/Funeral Arranger — running an arrangement conference with a grieving family, verifying death-certificate informant details against a primary source, itemizing a General Price List selection against a family's budget expectation, coordinating religious/cultural timing requirements into a service plan, or determining who holds legal authority to decide when family members disagree.Votes: 0GitHub stars: 15
- Motion Picture ProjectionistUse when a task needs the judgment of a motion picture projectionist — troubleshooting a dim, dropped-frame, or out-of-sync digital cinema screening, managing KDM key windows and DCP ingest before a show, calibrating screen luminance and sound level against SMPTE reference targets, or handling and threading archival 35mm/70mm prints for a revival or roadshow booking.Votes: 0GitHub stars: 15
- Motor Vehicle Electronic Equipment InstallerUse when a task needs senior 12V/mobile-electronics installer judgment — wiring an amplifier and subwoofer(s) to a safe final impedance, setting amplifier gain against a measured reference instead of by ear, integrating remote start/alarm with a vehicle's factory data bus without splicing into it, diagnosing a parasitic battery drain introduced by an aftermarket accessory, or deciding whether ADAS camera/radar recalibration is triggered by bumper/windshield work done for an install.Votes: 0GitHub stars: 15
- Motorboat MechanicUse when a task needs senior motorboat-mechanic judgment — diagnosing why gearcase oil came out milky on a lower-unit service, sizing sacrificial anodes against wetted metal area instead of guessing, evaluating whether a stored engine's ethanol fuel has phase-separated, sequencing a fleet's fall winterization or spring commissioning, or verifying ABYC/SAE ignition-protection compliance in an enclosed gasoline engine compartment before a boat leaves the shop.Votes: 0GitHub stars: 15
- Motorboat OperatorUse when a task needs the judgment of a Motorboat Operator — a licensed small-craft operator running tour boats, water taxis, harbor launches, or patrol/workboats — checking a passenger count against a vessel's Certificate of Inspection before departure, deciding how to handle a following sea or bar crossing without broaching, running a pre-departure passenger safety briefing, verifying whether an OUPV ("six-pack") license covers a given job, or timing a man-overboard response in cold water.Votes: 0GitHub stars: 15
- Motorcycle MechanicUse when a task needs senior motorcycle-mechanic judgment — running a T-CLOCS-style intake inspection on a vague handling complaint, diagnosing a rough-idle or no-start complaint on a fleet split between carbureted and fuel-injected machines, deciding whether chain/sprocket or tire wear is ride-safe versus stop-ship, scoping a valve-clearance service against architecture-specific spec, or pricing seasonal storage-prep against the spring comeback it prevents.Votes: 0GitHub stars: 15
- Moving Crew SupervisorUse when a task needs the judgment of a Moving Crew Supervisor (van line or local moving company foreman) — confirming whether a shipment's estimate is binding or non-binding before the truck loads, deciding how much can legally be collected at delivery once the actual weight comes in over estimate, calling a team-lift or mechanical-aid decision on an oversized item, writing up an additional-service order for items added after the bill of lading was signed, or handling a damage claim under re...Votes: 0GitHub stars: 15
- Mrf SorterUse when a task needs the judgment of a materials recovery facility (MRF) sorter/Recycling and Reclamation Worker — deciding whether a lithium battery or propane canister on a moving sort line needs an immediate line stop versus a routine hazardous pull, judging why a baled commodity dropped a purity grade and what it cost, working a picking-station reach zone without crossing into a nip point, triaging ambiguous material at sorting speed, or classifying a contamination item as quality-only v...Votes: 0GitHub stars: 15
- Mri TechnologistUse when a task needs the judgment of an ARRT(MR)-certified MRI technologist — screening a patient or implant for MR safety and zone entry, selecting or adjusting a pulse-sequence protocol against a diagnostic question and time budget, monitoring or predicting specific absorption rate (SAR) and gradient limits during a scan, judging gadolinium contrast eligibility against renal function, or troubleshooting a motion/artifact problem before images reach the radiologist. US practice default (ACR...Votes: 0GitHub stars: 15
- Multiple Machine Tool OperatorUse when a task needs the judgment of a Multiple Machine Tool Setter, Operator, or Tender — sequencing attention across several simultaneously running machines by actual need rather than fixed rotation, triaging which machine to address first when multiple signal at once, scheduling a setup/changeover to minimize exposure on the other machines being tended, or recalculating a visiting pattern after a workload change.Votes: 0GitHub stars: 15
- Museum ConservatorUse when a task needs the judgment of a museum conservator — writing a condition report or treatment proposal, deciding whether damage warrants intervention, setting environmental (RH/temperature/light) parameters for a gallery or storage area, responding to a pest sighting or mold outbreak, or triaging a loan-incoming or disaster-recovery condition check.Votes: 0GitHub stars: 15
- Music Director ComposerUse when a task needs the judgment of a Music Director/Composer — spotting and scoring a film or TV cue against picture, budgeting a recording session or rehearsal cycle against a fixed number of union services, programming a concert or season against rental and rehearsal-time constraints, or reviewing a scoring/licensing deal for backend royalty exposure.Votes: 0GitHub stars: 15
- Music TherapistUse when a task needs the judgment of a Music Therapist — designing a neurologic music therapy (RAS) gait-training protocol for a stroke or Parkinson's patient, sequencing music to de-escalate an agitated dementia or psychiatric client (iso principle), choosing melodic intonation therapy for non-fluent aphasia, screening a trauma-history client before improvisational or GIM-style work, or writing a functional progress note that ties a session's music choices to a measurable non-musical goal.Votes: 0GitHub stars: 15
- Musical Instrument Repairer TunerUse when a task needs the judgment of a Musical Instrument Repairer and Tuner — aurally tuning a piano to a stretched temperament, regulating a grand or upright action, reseating and leak-testing woodwind pads, aligning brass valves and slides, setting up a guitar or violin's action and neck relief, or diagnosing humidity-related damage to a wood instrument.Votes: 0GitHub stars: 15
- MusicianUse when a task needs the judgment of a working musician or singer — evaluating a gig offer (guarantee vs. door deal), structuring song/royalty splits before release, protecting vocal or hearing health under a heavy performance schedule, reading a booking/management/label contract, or deciding how to spend limited practice time.Votes: 0GitHub stars: 15
- NannyUse when a task needs the judgment of a Nanny — drafting or reviewing a household work agreement, deciding whether an off-agreement ask (extra hours, an extra child, driving, medicine) needs pay adjustment or written sign-off, reconciling weekly hours and overtime for a live-in or live-out arrangement, or handling a parent-communication or handoff situation in a single-family, no-coworker setting.Votes: 0GitHub stars: 15
- Nanosystems EngineerUse when a task needs nanosystems-engineer judgment — choosing a nanofabrication process for a target production volume, diagnosing an ALD or lithography conformality/overlay failure from metrology data, designing nanomaterial exposure controls with no regulatory PEL to lean on, or judging whether a nanomaterial or nanoscale device claim is actually production-ready versus still lab-stage.Votes: 0GitHub stars: 15
- Nanotechnology Engineering TechnicianUse when a task needs the judgment of a Nanotechnology Engineering Technician — running or qualifying an RCA wet-clean sequence, diagnosing atomic layer deposition growth-per-cycle drift mid-run, sampling cleanroom air for engineered-nanomaterial exposure against NIOSH RELs, troubleshooting AFM probe wear or image-resolution loss, or verifying ISO 14644-1 cleanroom classification and ESD/gowning compliance before a fab run.Votes: 0GitHub stars: 15
- Natural Sciences ManagerUse when a task needs the judgment of a Natural Sciences Manager (R&D lab director, science department head) — allocating research budget/headcount across competing projects, deciding whether to kill or continue a research program, evaluating a grant/publication strategy tradeoff, or managing the tension between scientific rigor and delivery deadlines.Votes: 0GitHub stars: 15
- Naturopathic PhysicianUse when a task needs the judgment of a licensed naturopathic physician (ND) — sequencing a treatment plan through the therapeutic order, checking a botanical/supplement against a patient's existing pharmaceuticals for interactions, deciding what falls inside versus outside a given state's licensed scope of practice, distinguishing a functional lab target from the lab's printed reference range, or writing a co-management referral to a prescribing physician. A reasoning aid modeling how a natu...Votes: 0GitHub stars: 15
- Network ArchitectUse when a task needs the judgment of a Computer Network Architect — auditing a redundancy design for hidden single points of failure, sizing WAN/link capacity against busy-hour rather than average utilization, designing network segmentation around trust boundaries, calculating QoS bandwidth reservation for real-time traffic like VoIP, or selecting a routing protocol matched to topology scale and convergence requirements.Votes: 0GitHub stars: 15
- Network Support SpecialistUse when a task needs the judgment of a Computer Network Support Specialist — diagnosing a duplex mismatch from interface error counters, isolating a Path MTU Discovery black hole that hangs large transfers but not small ones, resolving DHCP scope exhaustion producing APIPA addresses, containing a broadcast storm traced to a missing BPDU Guard, or triaging a live ticket's severity against a response-time SLA before diagnosing it.Votes: 0GitHub stars: 15
- Network Systems AdministratorUse when a task needs the judgment of a network/systems administrator — triaging a connectivity or outage incident, sequencing an emergency patch or firmware rollout across a device fleet, reviewing backup-job and monitoring coverage, setting account-access and password policy, or planning a WAN circuit order or data-center/office move.Votes: 0GitHub stars: 15
- Neurodiagnostic TechnologistUse when a task needs the judgment of a neurodiagnostic technologist — running or troubleshooting a routine or ambulatory EEG, distinguishing artifact from a real epileptiform or ictal pattern, recognizing nonconvulsive status epilepticus on continuous ICU monitoring, or making a real-time alarm-criteria call during intraoperative neuromonitoring (SSEP/MEP/EMG).Votes: 0GitHub stars: 15
- NeurologistUse when a task needs the judgment of a neurologist — localizing a lesion from an exam and history, triaging a time-critical presentation (stroke, status epilepticus, acute weakness), building a differential for a chronic or progressive neurologic complaint, or deciding what workup a symptom actually warrants. A reasoning aid, not medical advice.Votes: 0GitHub stars: 15
- NeuropsychologistUse when a task needs the judgment of a doctoral-level Clinical Neuropsychologist — designing a test battery for a dementia/TBI/epilepsy referral, checking whether a cognitive profile is valid before trusting it, interpreting a score pattern for brain-behavior localization, applying a reliable-change calculation to serial testing, or writing a neuropsychological evaluation report a neurologist or court can act on.Votes: 0GitHub stars: 15
- New Accounts ClerkUse when a task needs the judgment of a new accounts clerk — opening a personal or business deposit account under CIP/KYC requirements, screening a new customer against the OFAC SDN list, identifying beneficial owners on a legal-entity account, setting up a signature card with the correct authority scope, or matching a customer's stated need to the right account product.Votes: 0GitHub stars: 15
- News JournalistUse when a task needs the judgment of a News Journalist — deciding whether a claim has enough independent corroboration to publish, handling an anonymous or off-the-record source without burning credibility, structuring a breaking-news story under deadline, or triaging which parts of a developing story are confirmed versus still rumor.Votes: 0GitHub stars: 15
- Non Destructive Testing SpecialistUse when a task needs the judgment of a Non-Destructive Testing Specialist — sizing an ultrasonic (UT) weld indication with the DAC/6dB-drop technique and deciding whether it's planar or volumetric, calculating radiographic (RT) exposure time and geometric unsharpness for a source-to-film setup, verifying a magnetic particle (MT) yoke or prod meets code field-strength minimums, evaluating a discontinuity against ASME Section V / API 510 / API 570 acceptance criteria, or computing corrosion ra...Votes: 0GitHub stars: 15
- Nuclear EngineerUse when a task needs the judgment of a Nuclear Engineer — sizing radiation shielding against a dose target, screening a proposed plant change under 10 CFR 50.59, ranking systems for maintenance rigor using PRA importance measures, checking a safety analysis for design-basis vs. best-estimate conservatism, or evaluating whether a redundant safety train is truly independent (common-cause failure).Votes: 0GitHub stars: 15
- Nuclear Medicine TechnologistUse when a task needs the judgment of a Nuclear Medicine Technologist — verifying and administering a radiopharmaceutical dose, running gamma camera/PET or dose-calibrator quality control, deciding whether a radioactive-iodine therapy patient can be released under NRC criteria, troubleshooting an extravasated injection or a photopenic/artifactual image, or working out patient-prep and radiation-safety instructions for a scan or therapy.Votes: 0GitHub stars: 15
- Nuclear Monitoring TechnicianUse when a task needs the judgment of a Nuclear Monitoring Technician — converting a raw survey meter count into a dpm/100cm2 or dose-rate result against an action level, deciding whether a "not detected" reading actually clears an item given the instrument's MDA, calculating stay time from an actual dose-rate survey map rather than an RWP estimate, or judging whether a CAM alarm needs an independent grab-sample count before it's dismissed.Votes: 0GitHub stars: 15
- Nuclear Power Reactor OperatorUse when a task needs the judgment of a Nuclear Power Reactor Operator — planning a power change around the xenon-135 transient's delayed peak rather than just the immediate reactivity effect, verifying shutdown margin against the worst-case stuck-rod condition rather than observed rod positions, accounting for a control rod's position-dependent worth, or deciding whether to deviate from an approved procedure's step sequence.Votes: 0GitHub stars: 15
- Nuclear TechnicianUse when a task needs the judgment of a Nuclear Technician — planning a radiation work permit's stay-time and dose budget, telling a contamination problem apart from an exposure-rate problem, responding to a frisker or air-sample alarm, deciding whether a posted survey is still valid before letting someone enter, or reading dosimetry/bioassay results against ALARA administrative levels.Votes: 0GitHub stars: 15
- Nurse AnesthetistUse when a task needs the judgment of a Certified Registered Nurse Anesthetist (CRNA) — planning an anesthetic technique for a specific patient and procedure, working a difficult-airway or intraoperative crisis (malignant hyperthermia, local anesthetic systemic toxicity, high spinal), risk-stratifying a preoperative patient (ASA-PS, STOP-BANG, Apfel), or making an emergence/PACU-disposition call. US anesthesia practice default. A reasoning aid, not medical advice.Votes: 0GitHub stars: 15
- Nurse MidwifeUse when a task needs the judgment of a certified nurse-midwife — triaging whether labor progress is normal variation or a genuine arrest disorder, deciding when a low-risk pregnancy or birth crosses into a consult/transfer situation, working a shared-decision-making conversation on induction or GBS prophylaxis, or writing a labor/postpartum note that documents the reasoning behind a management decision.Votes: 0GitHub stars: 15
- Nurse PractitionerUse when a task needs the judgment of a nurse practitioner — working a differential diagnosis from a presenting complaint, deciding whether a finding is manageable within NP scope or needs physician/specialist referral, applying a clinical decision rule to justify or skip a test, or writing a visit note's assessment-and-plan under a specific state's practice-authority model.Votes: 0GitHub stars: 15
- Nursing AssistantUse when a task needs the judgment of a Certified Nursing Assistant (CNA) — taking and reporting vital signs, assisting with ADLs (bathing, toileting, transfers, feeding), observing and reporting a fall risk or skin-integrity change, or deciding whether something observed needs to go to the nurse now versus at the next scheduled check-in.Votes: 0GitHub stars: 15
- Nursing ProfessorUse when a task needs the judgment of a Nursing Professor (Postsecondary) — building a clinical-judgment-aligned test blueprint, root-causing an NCLEX-RN pass-rate decline before a Board of Nursing review, resolving a high-stakes exit-exam progression dispute, writing a corrective action plan for a CCNE or ACEN accreditation cycle, or deciding whether a clinical group's staffing violates the state ratio cap.Votes: 0GitHub stars: 15