Claude Skills by wonsukchoi

Use when a task needs the judgment of a refuse and recyclable material collector — deciding whether to back a truck without a spotter, screening a recycling container for contamination, clearing a hopper/packer jam, or re-sequencing a route that's running behind schedule.

Use when a task needs the judgment of a Registered Nurse — recognizing early clinical deterioration from vital-sign trends, prioritizing a multi-patient assignment by acuity, escalating a change in patient condition to a physician (SBAR), applying medication-safety checks under time pressure, or delegating tasks to techs/CNAs within their scope.

Use when a task needs the judgment of a Regulatory Affairs Manager — choosing a product's regulatory pathway (510(k) vs. De Novo vs. PMA, or EU MDR conformity route), selecting or challenging a predicate device, mapping label claims to required evidence, deciding whether a post-approval design change needs a new submission, or building the regulatory-strategy timeline/cost tradeoff for a launch decision.

Use when a task needs the judgment of a Regulatory Affairs Specialist — choosing a submission pathway (510(k), De Novo, PMA, EU MDR technical file), selecting or scoring a predicate device, drafting a regulatory strategy memo, responding to an FDA Additional Information request, or deciding whether a product change needs a new submission. Distinct from a legal/compliance-officer role — this one owns product-specific pre-market and post-market regulatory lifecycle, not broad corporate complian...

Use when a task needs the judgment of a Rehabilitation Counselor — running a transferable-skills analysis after a client's functional capacity changed, determining whether a requested workplace accommodation is a reasonable one under the ADA or rises to undue hardship, writing an Individualized Plan for Employment (IPE) with a defensible vocational goal, or reading a functional capacity evaluation to decide what work a client can return to.

Use when a task needs the judgment of a reinforcing iron and rebar worker — computing a Class A/B tension lap-splice length for a specific bar size, grade, and concrete strength before a pour, verifying concrete-cover distances and chair/bolster heights during placement, checking bar-grade mill marks against the design's specified grade before tying a splice, deciding whether epoxy-coating damage on a bar requires patch repair or outright rejection, or reading a bar-bending schedule against t...

Use when a task needs the judgment of a Religious Education Director — vetting a curriculum against denominational doctrine before adopting it, right-sizing a volunteer teacher corps to committed capacity, writing or auditing a child-safety/background-check policy, or building an education-ministry budget case for a finance committee or board.

Use when a task needs the judgment of a Remote Sensing Scientist — choosing a sensor and correction chain for a monitoring program, running an atmospheric or geometric correction before trusting a spectral index, designing a classification accuracy assessment with a defensible confidence interval, or explaining why a mapped change area is biased and what the corrected number is.

Use when a task needs the judgment of a Remote Sensing Technician — planning a UAS or airborne acquisition against a stated accuracy spec, running a radiometric/geometric correction chain in the correct order, quality-checking an orthomosaic or LiDAR-derived DEM against control before delivery, root-causing a checkpoint or band-misregistration failure, or deciding whether a sensor calibration file is still current enough to fly.

Use when a task needs the judgment of a Rental Counter Clerk — walking a customer through a pre-rental equipment or vehicle inspection and damage-waiver decision, sizing a deposit or credit-card authorization hold at checkout, resolving a return-time damage or late-return dispute against the signed agreement, or scheduling a unit's availability against maintenance and next-reservation conflicts.

Use when a task needs the judgment of a reservation and transportation ticket agent — rebooking passengers during an irregular-operations (IROP) event, calculating denied-boarding compensation for an oversold flight, interpreting a single carrier's fare-class change/cancellation rules, or triaging a day-of-travel standby list.

Use when a task needs the judgment of a Resident Director / residential-life advisor overseeing a dorm, group home, or similar live-in facility — triaging a crisis or intoxication call, mediating a roommate or resident conflict, deciding whether an incident triggers mandated reporting, designing an on-call duty rotation, or writing up a documented conduct incident.

Use when a task needs the judgment of a resilient floor installer — testing a slab for moisture, pH, and flatness before glue-down, determining whether old resilient flooring or mastic is asbestos-containing and choosing removal vs encapsulation, planning a sheet-vinyl seam or heat-weld layout, or sequencing a floating LVT/LVP installation with expansion joints.

Use when a task needs the judgment of a respiratory therapist — titrating mechanical ventilator settings against ABG and plateau-pressure targets, running and interpreting a spontaneous breathing trial for extubation readiness, titrating supplemental oxygen in a chronic CO2 retainer, or troubleshooting a sudden ventilator alarm or desaturation at the bedside.

Use when a task needs the judgment of a restaurant line cook — running a station under fire during dinner service, hitting ticket times on multi-course orders, calling an 86 or falling-behind status to the pass, setting and defending mise en place par levels, or diagnosing why a station keeps going into the weeds.

Use when a task needs the judgment of a Retail/Wholesale Buyer — calculating open-to-buy (OTB) against current sales and inventory position, deciding whether a sell-through checkpoint requires an early markdown, evaluating a buy's true performance via GMROI rather than margin percentage alone, negotiating vendor terms as a package (unit cost, cash discount, dating), or planning assortment between core/replenishable and fashion/trend items.

Use when a task needs the judgment of a Retail Loss Prevention Specialist — deciding whether a floor observation clears the bar for a shoplifting stop, running plainclothes surveillance across a heat-mapped shrink zone, executing a stop safely without exceeding no-pursuit/no-contact policy, triaging a self-checkout scan-avoidance case, or writing the incident report and chain-of-custody log that a case will stand or fall on.

Use when a task needs the judgment of a Retail Sales Associate — diagnosing a slow-sales day or week on the floor, coaching add-on/upsell technique, handling a return or no-receipt exchange, reading a shrink or loss-prevention exception report, or planning floor coverage around peak traffic.

Use when a task needs the judgment of a Retail Store Supervisor — building a shift schedule against the traffic curve, diagnosing a conversion-rate or shrink miss, running a floor coaching or corrective conversation, triaging an opening/closing cash-count discrepancy, or complying with predictive-scheduling law when a shift needs a last-minute change.

Use when a task needs the judgment of an RFID Device Specialist — running a site RF survey before a warehouse or retail RFID deployment, diagnosing a degraded read rate or dead zone on an installed portal, selecting tag/reader/antenna configurations against FCC/ETSI power limits, or bridging RFID event data into a legacy WMS/ERP that can't ingest it natively.

Use when a task needs the judgment of a rigger — writing an engineered lift plan for a critical or tandem-crane pick, calculating load share and center of gravity for an asymmetric multi-point lift, selecting and derating slings/shackles for hitch type and D/d ratio, setting an exclusion zone and tag-line plan for a suspended-load lift, or inspecting rigging gear against numeric rejection criteria before use.

Use when a task needs the judgment of a Robotics Engineer — deriving forward/inverse kinematics for a serial-link manipulator from Denavit-Hartenberg parameters, sizing a joint actuator and gearbox against gravity and inertial torque, tuning a joint position-control loop from measured plant response, selecting an encoder or sensor to meet an end-effector accuracy budget, or computing a protective separation distance for a collaborative deployment under ISO/TS 15066. Distinct from an embedded-...

Use when a task needs the judgment of a Robotics Technician — installing and commissioning an industrial robot cell, remastering a joint and verifying the stored pulse count after a collision or encoder-battery replacement, running a lockout/tagout on a multi-axis cell with electrical/pneumatic/hydraulic stored energy, calibrating a Tool Center Point and judging the residual against process tolerance, decomposing a cycle-time regression by program segment to find the actual driver, or verifyi...

Use when a task needs the judgment of a Rolling Machine Setter, Operator, or Tender — tracking cumulative reduction across multiple cold-rolling passes to schedule an intermediate anneal before edge cracking occurs, verifying roll crown compensation for the current width/reduction combination rather than assuming a prior setup transfers, measuring output thickness at multiple points across width, or coordinating inter-stand speed changes in a multi-stand mill.

Use when a task needs the judgment of a Roof Bolter — reading a roof control plan's bolt pattern and length against measured CMRR conditions, interpreting a pull test or sounding result against the plan's anchorage assumption, selecting resin by gel/spin time for ambient temperature, deciding whether a ground condition requires a plan deviation before advancing, or sequencing an ATRS cycle within its setback limit.

Use when a task needs the judgment of a roofer's helper — tearing off old roofing without exceeding a dumpster's weight rating, setting up ladders and roof jacks before the crew loads material, staging shingle bundles on a roof deck without point-loading it, recognizing pre-1980 tear-off material as presumed asbestos-containing until tested, running the fall-protection and heat-stress checks that don't stop once at shift start, or writing an end-of-day tear-off and stop-work log.

Use when a task needs the judgment of a Roofer — planning fall protection and anchor points for a steep-slope job, specifying a nailing pattern against a wind-zone rating, matching a roofing system to a measured slope, sizing and balancing attic intake/exhaust ventilation, or specifying ice-and-water shield extent for a climate zone.

Use when a task needs the judgment of an oilfield roustabout — testing atmosphere before entering a below-grade cellar or valve pit, deciding whether it's safe to manually gauge a tank at an open thief hatch, sizing a trench protective system before digging a flowline ditch, sequencing a rig-up/rig-down with pinch-point and line-of-fire controls, or reviewing a wellsite near-miss for confined-space or lockout gaps.

Use when a task needs senior RV-service-technician judgment — leak-testing an LP-gas system before returning it to service, diagnosing a roof-seal or water-intrusion complaint before it reaches structural delamination, correcting a slide-out racking or binding complaint, diagnosing a 12V/120V converter-or-inverter electrical fault, or winterizing a fresh-water and plumbing system.

Use when a task needs the judgment of a Sailor/Marine Oiler (unlicensed deck or engine-room rating) — positioning crew clear of a mooring line's snap-back zone before heaving in, running an engine-room gauge/sounding round and deciding what's a normal reading versus what needs escalation to the engineer of the watch, sequencing a chipping/priming/painting preservation cycle on exposed steel, or checking a vessel's abandon-ship and lifeboat drill compliance against SOLAS intervals.

Use when a task needs the judgment of a B2B sales account executive — qualifying a deal, handling objections, negotiating terms, forecasting pipeline, or deciding whether/how to pursue an opportunity.

Use when a task needs sales-engineer judgment — scoping a proof-of-concept with measurable success criteria, running a technical discovery call and qualifying deal fit, building or presenting a competitive-bake-off demo, answering an RFP's technical sections, or writing a technical-win exit report that hands off to closing.

Use when a task needs the judgment of a Sales Manager — coaching and managing a sales team, setting or evaluating quota/territory design, running pipeline reviews, or diagnosing why a team is missing its number. Broader team-management counterpart to the sales-account-executive role, which focuses on individual deal execution.

Use when a task needs the judgment of a first-line supervisor of non-retail sales workers — running a daily/weekly floor report for an inside or outside B2B sales team, diagnosing a quota miss down to the funnel stage that broke, approving a discount or credit-term exception, rebalancing account territories, or catching a compliance exposure (call-abandonment rate, commission-draw handling, outside-sales classification) before it becomes a fine.

Use when a task needs the judgment of a school bus driver — running the loading/unloading danger-zone scan before releasing students, handling a stop-arm violation without leaving the bus, managing student behavior with no administrator aboard, or executing a railroad-crossing stop with students on board.

Use when a task needs the judgment of a school bus monitor — securing a wheelchair user with the four-point tiedown sequence before a route, responding to a mid-route seizure or medical event against a student's individualized health care plan, reconciling a headcount discrepancy against the manifest before releasing any student, or executing an evacuation-drill role assignment during a bus emergency.

Use when a task needs the judgment of a School (Educational, Guidance, and Career) Counselor — stating the limits of confidentiality to a student before a substantive disclosure, triaging whether a student's presenting issue fits brief school-based support or needs an outside clinical referral, applying a mandated-reporting threshold without weighing it against rapport concerns, reasoning through the multi-year consequences of a course/track placement decision, or defending counseling time ag...

Use when a task needs the judgment of a school psychologist — determining special-education eligibility from RTI/discrepancy data, designing or interpreting a Functional Behavior Assessment, distinguishing a disability-driven eligibility question from an instructional or exclusionary-factor explanation, planning a school crisis response, or writing an eligibility-determination report for a multidisciplinary team.

Use when a task needs the judgment of a Search Marketing Strategist — matching keyword intent to the right organic vs. paid strategy, diagnosing why Quality Score is inflating paid search cost-per-click, choosing an attribution model for cross-channel budget decisions, running an incrementality test to find true lift from brand paid search, or evaluating marginal ROAS before scaling ad spend further.

Use when a task needs the judgment of a general office secretary or administrative assistant — resolving a scheduling or task-priority collision across two or more managers with no single principal's authority to arbitrate, flagging a weekly capacity overcommitment before it causes a missed deadline, applying a team's tie-break rule to a competing-deadline conflict, or logging and routing incoming requests across a shared support queue.

Use when a task needs the judgment of a securities/financial-services sales agent — comparing mutual-fund share classes for a client's holding period, structuring a commission-vs-fee disclosure, building a prospecting/book-of-business growth plan, evaluating an annuity recommendation under Reg BI, or drafting a suitability file.

Use when a task needs the judgment of a security and fire alarm systems installer — laying out detector/notification-appliance placement against NFPA 72, choosing Class A vs Class B circuit topology, sizing candela on notification appliances, prepping for an AHJ acceptance test, or diagnosing a false-alarm pattern on an existing system.

Use when a task needs the judgment of a Security Guard — deciding whether to physically detain a suspected shoplifter or trespasser, choosing when to use force versus call police, writing a post-incident report that will hold up in a civil claim, running a fire watch or patrol schedule, or working a healthcare/retail/corporate post against written post orders.

Use when a task needs the judgment of a corporate security management specialist — designing a physical/personnel security program, scoping an executive protection detail, building a workplace violence prevention plan, sizing or vetting a contract guard force, or running a facility security risk assessment. Distinct from a cybersecurity role (network/data protection) and from a compliance-officer (regulatory adherence) — this role protects people, physical assets, and continuity of operations...

Use when a task needs the judgment of a (physical/corporate) Security Manager — designing physical access controls, assessing a facility or event's security risk, responding to a security incident, or deciding how to allocate a security budget across prevention, detection, and response. Distinct from a cybersecurity/information-security role — this one covers physical and personnel security.

Use when a task needs the judgment of a first-line security supervisor — building post coverage and shift schedules, deciding how to fill a callout or staffing gap, reviewing an incident or use-of-force report, responding to a client's request to cut a post, or handling an officer performance or discipline issue.

Use when a task needs the judgment of a segmental paver installer — designing base and bedding depth for a driveway or patio, taking off paver/base/sand quantities, sequencing excavation through compaction and joint sanding, or diagnosing a settled or heaving paved surface.

Use when a task needs the judgment of a Self-Enrichment Instructor — pricing and setting the break-even enrollment for a hobby/craft/movement class, designing a session-1 lesson so a mixed-skill adult cohort re-books, deciding whether to run, combine, or cancel an under-enrolled section, writing a studio's cancellation/no-show policy, or drawing the line on liability and scope for a non-credentialed class.

Use when a task needs the judgment of a Semiconductor Processing Technician — deciding whether an in-spec metrology reading is actually a Western Electric SPC out-of-control signal, diagnosing whether a defect pattern is tool-linked or material-linked, evaluating whether a recipe change stays inside the qualified process window, or triaging a lot hold before an irreversible process step.

Use when a task needs the judgment of a Separating/Filtering/Still Machine Operator — calculating effective theoretical stages from tray count and tray efficiency rather than nameplate tray count alone, setting reflux ratio at the calculated minimum for target purity rather than a conservative default, reassessing feed tray location after a feed composition change, or verifying separator throughput against required residence time.