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Claude Skills by wonsukchoi
github.com/wonsukchoi957 skills13 installs1,159 views
- Management AnalystUse when a task needs the judgment of a Management Analyst — sizing a cost-reduction target and building the FTE/spend bridge to hit it, redesigning span of control and org layers, running a shared-services consolidation or build-vs-buy study, mapping a broken cross-functional process before recommending a fix, or reconciling an executive's headcount-cut mandate against what's actually achievable.Votes: 0GitHub stars: 15
- Manicurist PedicuristUse when a task needs the judgment of a licensed manicurist/pedicurist — deciding whether a nail or skin finding is safe to service or needs a physician referral, choosing between soak-off and mechanical removal for a gel or acrylic enhancement, sequencing disinfection contact-time against a stacked multi-client shift, or diagnosing why an enhancement lifted, discolored, or resisted removal.Votes: 0GitHub stars: 15
- Manufacturing EngineerUse when a task needs the judgment of a Manufacturing Engineer — designing or diagnosing a workholding/fixture against a print's GD&T datum scheme, running or reading a process capability study (Cpk/Ppk) and deciding whether a process is fit to release, computing a tolerance stack-up to decide worst-case versus statistical (RSS) tolerancing, building or reviewing a PFMEA and control plan for a new process, or computing OEE to separate a real capacity shortfall from a performance or quality lo...Votes: 0GitHub stars: 15
- Manufacturing PotterUse when a task needs the judgment of a Manufacturing Potter — calculating wet-form dimensions from a target fired size and the clay body's total shrinkage rate, verifying documented glaze fit before selecting a glaze for a clay body, slowing firing ramp rate through critical temperature ranges like quartz inversion, or verifying actual heat-work with pyrometric cones rather than the kiln controller's readout alone.Votes: 0GitHub stars: 15
- Marine Engineer Naval ArchitectUse when a task needs the judgment of a Marine Engineer / Naval Architect — computing displacement and hydrostatic particulars from hull-form coefficients, running an intact stability (GM/righting-arm) check against IMO IS Code criteria, calculating minimum freeboard under the International Convention on Load Lines, estimating required propulsion power via the Admiralty coefficient method, or reviewing a stability booklet or midship scantling against a classification society's rules.Votes: 0GitHub stars: 15
- Marine SurveyorUse when a task needs the judgment of a Marine Surveyor — running a pre-purchase condition survey with ultrasonic thickness gauging (UTG) against classification-society renewal minimums, conducting a P&I club condition/loss-prevention survey, reviewing a vessel's class and statutory certificate status for overdue recommendations before a sale or charter, investigating hull or cargo damage for an insurer's claim, or checking load-line freeboard compliance before departure. Distinct from a mari...Votes: 0GitHub stars: 15
- Marketing ManagerUse when a task needs the judgment of a Marketing Manager — running a marketing team/function, allocating budget across programs, approving campaign plans, or reporting marketing performance to leadership. Broader operational/managerial counterpart to the marketing-strategist role, which focuses on positioning and channel strategy specifically.Votes: 0GitHub stars: 15
- Marketing StrategistUse when a task needs senior marketing-strategist judgment — positioning a product, choosing and pruning channels, splitting budget across brand and performance, evaluating campaign ideas, or diagnosing why demand or CAC has gone sideways.Votes: 0GitHub stars: 15
- Marriage Family TherapistUse when a task needs the judgment of a Marriage and Family Therapist — establishing a no-secrets policy before starting individual/collateral sessions within couples or family work, screening for intimate partner violence individually before proceeding with conjoint therapy, reframing a family's presenting problem (e.g. "our teenager is the problem") into a systemic assessment, maintaining multipartiality across family members, or designing a treatment plan that targets the relational patter...Votes: 0GitHub stars: 15
- Masonry HelperUse when a task needs the judgment of a masonry helper — mixing and batching mortar to a mason's laying pace, staging and cutting brick/block/stone to spec, tending scaffolding and wall bracing on a live wall, or writing an end-of-day material and safety handoff.Votes: 0GitHub stars: 15
- Massage TherapistUse when a task needs the judgment of a massage therapist — screening a new client's intake form for contraindications, choosing a technique for a presenting condition, calibrating pressure/duration to a client's tolerance, or deciding when a finding requires referring the client back to a physician instead of proceeding with the session.Votes: 0GitHub stars: 15
- Material Moving SupervisorUse when a task needs the judgment of a First-Line Supervisor of Material-Moving Machine and Vehicle Operators — assigning today's task mix across forklifts, order pickers, and pallet jacks against their different throughput rates, deciding whether an operator with an expired certification or an open near-miss can go back on the floor, checking whether a shift's equipment utilization is running too hot or too idle, or investigating a near-miss before it becomes a recordable incident.Votes: 0GitHub stars: 15
- Materials EngineerUse when a task needs the judgment of a Materials Engineer — selecting an alloy or process for a design under a strength/weight/cost constraint, running a fatigue-life or mean-stress (Goodman/Gerber) calculation on a loaded component, doing root-cause fractography and fitness-for-service on a field failure, specifying a heat-treatment or hardenability callout for a given section size, or setting an inspection interval from a fracture-mechanics critical flaw size. Distinct from a materials-sci...Votes: 0GitHub stars: 15
- Materials ScientistUse when a task needs the judgment of a Materials Scientist — establishing a structure-property relationship for a new or candidate material, indexing/interpreting an XRD pattern (phase ID, lattice parameter, crystallite size, microstrain), interpreting a DSC/TGA thermal-analysis scan, reconciling a measured property against a micromechanics or thermodynamic model, or designing a synthesis/processing experiment matrix for a materials-development campaign. Distinct from a materials-engineer (s...Votes: 0GitHub stars: 15
- Math Teacher PostsecondaryUse when a task needs the judgment of a postsecondary math instructor — diagnosing why a gateway course's DFW rate is high, grading a proof for logical validity, norming a rubric across TAs on a multi-section common exam, or deciding a placement or corequisite-support call for an underprepared student.Votes: 0GitHub stars: 15
- MathematicianUse when a task needs the judgment of a mathematician — refereeing or verifying a proof before publication, deciding whether a computed numerical result is trustworthy enough to act on, scoping a grant proposal or technical report to the right level of rigor, or isolating a disputed claim in a paper to the one step it actually turns on.Votes: 0GitHub stars: 15
- Meat Poultry Fish Cutter TrimmerUse when a task needs the judgment of a Meat, Poultry, and Fish Cutter/Trimmer — diagnosing why a batch fell short of its yield specification, deciding whether a temperature reading at a critical control point requires the HACCP plan's documented corrective action, evaluating a metal-detector or X-ray reject before resuming the line, or maintaining raw/ready-to-eat and allergen equipment segregation under changeover time pressure.Votes: 0GitHub stars: 15
- Mechanical Door RepairerUse when a task needs the judgment of a Mechanical Door Repairer — diagnosing an out-of-balance garage or overhead door, sizing and replacing torsion springs by cycle life instead of weight chart alone, verifying UL 325 entrapment protection on an automatic operator, specifying hardware for a high-cycle commercial dock door, or working out a track-alignment or cable-failure complaint.Votes: 0GitHub stars: 15
- Mechanical DrafterUse when a task needs the judgment of a Mechanical Drafter — dimensioning and GD&T-tolerancing a machined part or sheet-metal detail per ASME Y14.5, running a tolerance stack-up across an assembly dimension chain, structuring a BOM and balloon set for an assembly drawing, setting projection convention and title-block tolerance defaults, or specifying a surface-finish callout tied to a manufacturing process.Votes: 0GitHub stars: 15
- Mechanical EngineerUse when a task needs the judgment of a Mechanical Engineer — interpreting FEA stress results for fatigue vs. yield risk, selecting a factor of safety by load-case criticality, choosing between materials on strength-to-weight and manufacturability tradeoffs, running a tolerance stack-up on an assembly, or reviewing a CAD design for manufacturability before release to production.Votes: 0GitHub stars: 15
- Mechanical Engineering TechnicianUse when a task needs the judgment of a Mechanical Engineering Technologist/Technician — inspecting a machined or fabricated part's hole pattern or feature true position on a CMM against a GD&T callout with MMC bonus tolerance, instrumenting a test rig with a strain-gauge Wheatstone bridge (quarter/half/full) to measure bending or axial strain, verifying a load cell's calibration against a reference standard before a proof-load or fatigue test, reducing raw strain or thermal test data into st...Votes: 0GitHub stars: 15
- Mechanical InsulatorUse when a task needs the judgment of a Mechanical Insulator — specifying pipe, duct, or equipment insulation thickness and material by governing case (thermal efficiency, condensation control, personnel protection, or fire-stop), detailing supports/penetrations/fittings on below-ambient systems to prevent corrosion under insulation, evaluating whether existing pipe/boiler insulation must be handled as asbestos-containing, or writing an insulation takeoff and field inspection punch list.Votes: 0GitHub stars: 15
- Mechanics Installers SupervisorUse when a task needs the judgment of a first-line supervisor over a mixed-skill technician crew — diagnosing whether a comeback pattern is a technician skill gap or a parts-quality problem, reconciling flat-rate efficiency against comeback rate before crediting a "fast" technician, job-costing a warranty or goodwill redo, assigning jobs by ASE certification and job complexity, or verifying lockout/tagout compliance on a multi-technician repair.Votes: 0GitHub stars: 15
- Mechatronics EngineerUse when a task needs the judgment of a Mechatronics Engineer — designing a backlash-compensation or motion-control algorithm for an electromechanical assembly, choosing motor-side vs. load-side sensor placement, matching inertia ratio and gearing on a servo axis, specifying an EMC/grounding scheme for a mixed mechanical-electrical assembly, or diagnosing whether a field failure is mechanical, electrical, or firmware in origin.Votes: 0GitHub stars: 15
- MediatorUse when a task needs the judgment of a professional mediator or arbitrator — structuring a mediation agenda and caucus sequence, testing a party's BATNA/WATNA against their stated position, breaking an impasse with a bracket or mediator's proposal, deciding whether a dispute suits mediation vs. binding arbitration, or drafting an enforceable settlement term sheet or arbitration award.Votes: 0GitHub stars: 15
- Medical Appliance TechnicianUse when a task needs the judgment of a Medical Appliance Technician — rectifying a positive model with zone-specific relief and build-up rather than uniform clearance, deciding whether bench alignment requires dynamic gait adjustment before delivery, selecting device material/rigidity by patient weight and activity level, or diagnosing a localized pain complaint against the socket's pressure map.Votes: 0GitHub stars: 15
- Medical AssistantUse when a task needs the judgment of a medical assistant — taking and triaging vital signs against a standing-order escalation threshold, administering an injection or 12-lead EKG under a physician's standing order, switching between clinical and administrative tasks within one patient visit, or deciding whether a finding is inside scope-of-practice to handle versus must go straight to the physician or nurse.Votes: 0GitHub stars: 15
- Medical DosimetristUse when a task needs the judgment of a medical dosimetrist — designing an IMRT/VMAT beam arrangement and optimization objectives, resolving a PTV-coverage-vs-OAR-constraint conflict, evaluating a DVH and isodose distribution before physician sign-off, triaging a failed patient-specific QA, or writing a plan directive for therapy handoff. US radiation oncology default (AAPM/ASTRO practice norms).Votes: 0GitHub stars: 15
- Medical Equipment RepairerUse when a task needs the judgment of a medical equipment repairer (biomedical equipment technician / BMET) — triaging simultaneous work orders by patient-safety criticality, deciding whether a device passes electrical-safety and functional return-to-service testing, setting or revising a risk-based PM interval, investigating a repeat-fault device for a recall or reportable-event pattern, or preparing equipment records for a Joint Commission or CMS survey. Distinct from a biomedical-engineer ...Votes: 0GitHub stars: 15
- Medical Health Services ManagerUse when a task needs the judgment of a Medical and Health Services Manager (practice manager, clinical department administrator, hospital unit manager) — managing clinical staffing against patient volume, evaluating a billing/reimbursement or denial-rate problem, handling a patient safety or compliance incident, or balancing quality metrics against cost pressure. Distinct from a physician's clinical-reasoning role — this one manages the operational and administrative system clinicians work w...Votes: 0GitHub stars: 15
- Medical Laboratory ScientistUse when a task needs the judgment of a Medical Laboratory Scientist (Medical Technologist) — deciding whether a QC-failing analyzer run can release patient results, working a delta-check or hemolysis-index flag before reporting a chemistry value, handling a critical/panic value callback, or investigating why a lab's error rate or turnaround time is off target. US CLIA-regulated hospital/reference lab default. A reasoning aid, not medical advice.Votes: 0GitHub stars: 15
- Medical Laboratory TechnicianUse when a task needs the judgment of a Medical Laboratory Technician — deciding whether to release a chemistry result against a Westgard QC violation, screening a specimen for hemolysis/lipemia/icterus interference before reporting, working a delta-check flag against a patient's prior result, or routing a critical value or blood bank discrepancy through the correct callback/rejection procedure.Votes: 0GitHub stars: 15
- Medical Records SpecialistUse when a task needs the judgment of a Medical Records Specialist / Health Information Management (HIM) professional — assigning ICD-10-CM/PCS or CPT codes from clinical documentation, drafting a compliant physician query, processing a release-of-information (ROI) request under HIPAA's minimum necessary standard, or building a defense response to a payer/RAC coding-denial audit.Votes: 0GitHub stars: 15
- Medical ScientistUse when a task needs the judgment of a Medical Scientist doing preclinical/translational research — designing an in vitro or in vivo experiment, fitting and interpreting a dose-response curve, judging whether an efficacy signal survives replication and assay-quality scrutiny, deciding a go/no-go on program progression, or scoping a GLP-vs-exploratory study. Distinct from a clinical-data-manager (owns trial data integrity, not research design) and a biostatistician (owns statistical methodolo...Votes: 0GitHub stars: 15
- Medical SecretaryUse when a task needs the judgment of a Medical Secretary or Administrative Assistant — triaging a scheduling request by clinical urgency, timing an insurance-eligibility re-verification, working backward from an appointment date to set a prior-authorization submission deadline, or applying HIPAA's minimum-necessary standard to a records-release request.Votes: 0GitHub stars: 15
- Medical TranscriptionistUse when a task needs the judgment of a Medical Transcriptionist — editing a speech-recognition draft for a dictated clinical note, disambiguating a sound-alike drug name or ambiguous abbreviation from dictation, deciding whether a dictation inconsistency should be silently corrected or flagged back to the provider, or managing report turnaround against a clinical-urgency deadline.Votes: 0GitHub stars: 15
- Meeting Event PlannerUse when a task needs the judgment of a Meeting, Convention, and Event Planner — negotiating a hotel/venue contract (room block, attrition, F&B minimum), running a competitive venue RFP, reconciling a post-event master bill against contract minimums, building an on-site run-of-show and contingency plan, or sizing an event budget per attendee.Votes: 0GitHub stars: 15
- Mental Health CounselorUse when a task needs the judgment of a Mental Health Counselor — running a suicide risk assessment and safety plan, choosing between CBT/DBT/MI for a presenting problem, deciding whether a case needs a level-of-care step-up (IOP/inpatient) or a psychiatry referral, writing a defensible progress note, or navigating a duty-to-warn situation.Votes: 0GitHub stars: 15
- Mental Health Substance Abuse Social WorkerUse when a task needs the judgment of a Mental Health and Substance Abuse Social Worker — routing a co-occurring client to integrated vs. sequential treatment using the severity quadrant, testing a crisis presentation against a civil-commitment standard, deciding what a 42 CFR Part 2 disclosure requires versus a routine HIPAA release, building a discharge/transition plan that verifies entitlements and housing rather than just referring, or matching case-management intensity (ACT vs. standard)...Votes: 0GitHub stars: 15
- Merchandise DisplayerUse when a task needs the judgment of a Merchandise Displayer/Visual Merchandiser — planning a seasonal reset's labor-hours against a store-closure window, deciding whether a window-display concept is converting foot traffic better than the last one, auditing planogram compliance in-store, or sequencing a fixture layout for eye-level/reach-zone product placement.Votes: 0GitHub stars: 15
- Metal Layout WorkerUse when a task needs the judgment of a Layout Worker, Metal and Plastic — deciding whether to measure a feature directly from the established datum versus chaining from a previously marked feature, applying machining stock allowance to a layout dimension, selecting a datum that matches a part's functional reference, or diagnosing why a layout error compounded across multiple marked features.Votes: 0GitHub stars: 15
- Metal Pickling Equipment OperatorUse when a task needs the judgment of a Cleaning, Washing, and Metal Pickling Equipment Operator/Tender — deciding whether a delayed post-pickling bake for hydrogen embrittlement-susceptible material requires disposition beyond just completing the bake, verifying acid bath concentration rather than assuming it matches original makeup, confirming rinse effectiveness beyond visual appearance, or evaluating whether extended pickling time risks base metal attack.Votes: 0GitHub stars: 15
- Metal Plastic Model MakerUse when a task needs the judgment of a Model Maker, Metal and Plastic — checking whether a machined or hand-fabricated prototype's features are actually achievable by the intended production process before it's used to validate a design, directly verifying critical dimensions on a one-off piece rather than trusting assumed fabrication capability, being explicit about whether a substitute-material prototype validates form/fit versus function, or tracking which design revision a reworked model...Votes: 0GitHub stars: 15
- Metal Plastic PatternmakerUse when a task needs the judgment of a Patternmaker, Metal and Plastic — recognizing that CNC machining precision doesn't exempt a pattern from metal-specific shrinkage allowance, matching pattern material/construction durability to actual production volume, verifying multiple patterns on a matchplate are dimensionally coordinated with each other, or confirming a pattern's draft and parting line suit an automated molding machine's specific pulling mechanism.Votes: 0GitHub stars: 15
- Metal Pourer CasterUse when a task needs the judgment of a Metal Pourer/Caster — tracking melt treatment fade time separately from pour temperature, verifying ladle/tool dryness before any contact with molten metal, matching pour rate to a specific mold/gating design rather than a generic pace, or inspecting ladle refractory condition before each use rather than assuming prior successful use confirms current adequacy.Votes: 0GitHub stars: 15
- Metal Refining Furnace OperatorUse when a task needs the judgment of a Metal-Refining Furnace Operator — calculating an alloy addition that accounts for element-specific recovery rate rather than assuming 1:1 addition-to-result, recalculating additions from the current heat's actual assay rather than reusing a prior heat's amounts, adjusting slag basicity for the specific refining reaction required, or verifying actual tap temperature against the target rather than time-in-furnace.Votes: 0GitHub stars: 15
- Meter Reader UtilitiesUse when a task needs the judgment of a utility meter reader — investigating a consumption anomaly against a seasonal baseline, deciding whether a low or zero read is a tamper indicator versus a benign explanation, reconciling accumulated estimated reads against a new actual read, or recognizing a field safety hazard before proceeding with a read.Votes: 0GitHub stars: 15
- MicrobiologistUse when a task needs the judgment of a Microbiologist — identifying an organism from a culture (biochemical panel, MALDI-TOF, or 16S rRNA sequencing), investigating a contamination source in a sterile or food-production environment, interpreting antimicrobial susceptibility testing against CLSI breakpoints, back-calculating a contamination timeline from growth kinetics, or judging whether an environmental-monitoring excursion is a genuine control-failure signal.Votes: 0GitHub stars: 15
- Microsystems EngineerUse when a task needs the judgment of a Microsystems Engineer — sizing a MEMS actuator's usable travel against electrostatic pull-in, checking a layout against a foundry's DRIE aspect-ratio and process-layer capability, writing a failure/reliability analysis for a stiction or hinge-creep complaint, specifying a hermeticity or shock/thermal-cycling qualification plan, or deciding between an MPW shuttle run and a dedicated prototype lot.Votes: 0GitHub stars: 15
- Middle School Cte TeacherUse when a task needs the judgment of a Middle School Career/Technical Education Teacher — running day-one equipment safety certification for a new rotation cohort, backward-designing a compressed 6-9 week exploratory unit around one deliverable, separating career-interest signal data from skill-mastery grades, matching a CTSO (TSA/FCCLA) competitive event to what a cohort actually practiced, or telling a parent or counselor accurately what a completed rotation does and doesn't count toward u...Votes: 0GitHub stars: 15