Claude Skills by wonsukchoi

Use when a task needs the judgment of a Stone Cutter and Carver (Manufacturing) — assessing each individual slab's fissures and veins before planning a cut rather than applying a generic cutting orientation, verifying an overhang or load-bearing stone element's cut thickness against the specific stone's engineering properties rather than visual impression, matching veining and color continuity across a multi-slab installation before cutting, and verifying coolant delivery serves both thermal ...

Use when a task needs the judgment of a Stonemason — selecting a stone type/density class for a climate's freeze-thaw exposure, sizing stone-veneer anchor spacing from unit weight and rated anchor capacity, laying out a dry-stack wall's batter for gravity stability, choosing a compatible repair mortar for historic stone restoration, or diagnosing a spalling/delamination failure in existing stonework.

Use when a task needs the judgment of a Storyboard Artist — deciding panel coverage for a scene (dialogue vs. action), budgeting panel count and drawing hours against a pre-production schedule, maintaining the 180-degree axis of action across a multi-setup sequence, building or cutting a timed animatic/story reel, or revising boards after a director pitch or script change.

Use when a task needs the judgment of a structural iron and steel worker — deciding how many bolts and which pretensioning method a connection needs before a crane hook can release, setting fall-protection posture for a specific height band and role (connector vs. general worker) during steel erection, tracking which bays of a partially erected frame are still temporary-braced versus structurally complete, sizing or bounding a controlled decking zone, or diagnosing a double-connection/anchor-...

Use when a task needs the judgment of a Structural Metal Fabricator/Fitter — checking root gap against a WPS's allowed tolerance before tacking, catching cumulative fit-up error that stacks across a multi-piece assembly even though every segment passed its own check, deciding whether to correct a fit-up gap or reject a compensating weld request, or accounting for mill camber/sweep before assembly.

Use when a task needs the judgment of a Substance Abuse and Behavioral Disorder Counselor — classifying a use event as a lapse, relapse, or genuine treatment failure and choosing the corresponding clinical response, walking through ASAM (or equivalent) dimensions to justify a level-of-care decision, coordinating with a prescriber on medication-assisted treatment, building an individualized relapse prevention plan tied to a client's specific triggers, or managing a disclosure of substance use ...

Use when a task needs the judgment of a Short-Term Substitute Teacher — verifying an unfamiliar classroom's plans and safety information on arrival, deciding what to do when posted lesson plans don't fill the period, running a compressed behavior-escalation ladder with no relationship capital, or writing a handoff note the returning teacher can act on without a follow-up conversation.

Use when a task needs the judgment of a subway or streetcar operator — deciding whether to hold at a stop or run to close a headway gap without violating minimum train separation, evaluating a door-obstruction sensor event before recycling or manually overriding the door, judging an ATC/ATO-to-manual mode transition and its speed restriction, planning a tunnel emergency-evacuation communication sequence, or verifying platform gap-filler deployment at a curved station before releasing doors.

Use when a task needs the judgment of a Supply Chain Manager — designing or evaluating an end-to-end supply chain strategy, balancing efficiency against resilience, managing demand/supply planning, or deciding how to respond to a supply chain disruption. Broader, more strategic scope than transportation-storage-distribution-manager's physical execution focus or purchasing-manager's sourcing/negotiation focus.

Use when a task needs the judgment of a Certified Surgical Assistant (CSA) working directly in the operative field under a surgeon's direct supervision — providing retraction and exposure, controlling hemostasis, driving the laparoscopic/robotic camera, harvesting a conduit (saphenous vein, radial artery), closing tissue layers, or deciding when an intraoperative finding is a "tell the surgeon now" event versus a correctable one.

Use when a task needs the judgment of a Certified Surgical Technologist — setting up and defending a sterile field, resolving a sponge/sharp/instrument count discrepancy, sequencing instruments for a procedure from a preference card, deciding whether immediate-use steam sterilization is appropriate, or handling a surgical specimen at the field.

Use when a task needs the judgment of a Survey Researcher — designing a sampling frame and questionnaire for a public-opinion or market-research survey, diagnosing whether a topline number reflects opinion or measurement artifact, weighting a sample to population targets, or auditing a fielded survey's methodology for coverage/nonresponse/mode bias before the number ships.

Use when a task needs the judgment of a Surveying and Mapping Technician — verifying RTK GNSS fix quality (PDOP, fixed vs. float, baseline length) before logging a control shot, running DR angle observations and checking traverse closure in the field before leaving a site, closing a differential leveling loop to a benchmark, verifying stakeout offset and cut/fill against design tolerance before setting a permanent hub, or flagging a field evidence anomaly to the party chief or licensed survey...

Use when a task needs the judgment of a Sustainability Specialist — calculating Scope 1/2/3 greenhouse gas emissions with appropriate boundary and emission-factor choices, distinguishing location-based from market-based Scope 2 accounting, checking a proposed emissions-reduction target against science-based target trajectory requirements, running a materiality assessment for sustainability reporting, or flagging data-quality tiers in a footprint calculation.

Use when a task needs the judgment of a switchboard/PBX or telephone-answering-service operator — triaging an incoming call before routing it, drafting or fixing a call-answering script for a client account, deciding whether a call qualifies as an emergency escalation, building an on-call or overflow-surge protocol, or writing a call-volume/SLA exception report.

Use when a task needs the judgment of a Synthetic/Glass Fiber Extruding and Forming Machine Operator — calculating take-up speed from actual throughput rate and target denier rather than reusing a prior product's setting, setting draw ratio within the polymer's documented breakage-safe range, checking individual filament uniformity when aggregate denier looks fine but downstream breakage occurs, or diagnosing fiber breakage to a specific process variable rather than broadly reducing speed.

Use when a task needs the judgment of a Tailor/Dressmaker/Custom Sewer — diagnosing a specific fitting wrinkle pattern to a targeted pattern adjustment rather than uniform resizing, selecting ease allowance appropriate to a garment's style and fabric, adjusting construction approach for a stretch or bias-cut fabric, or verifying a garment's actual seam allowance before quoting an alteration.

Use when a task needs the judgment of a talent agent or business manager for artists, performers, or athletes — negotiating a representation or performance contract, structuring commission on a deal, checking whether a procurement act crosses into licensed-agent territory, tracking a contract's termination/renewal clock, or flagging a conflict-of-interest in how the agency gets paid.

Use when a task needs the judgment of a Tank Car, Truck, and Ship Loader — verifying bonding/grounding continuity before starting a flammable-liquid transfer, setting overfill-prevention trip points and outage volume for a compartment, connecting and confirming a vapor-recovery system before liquid flow starts, controlling initial fill rate on a switch-loaded compartment, or cross-checking shipping papers and placards against the actual loaded product before releasing a vehicle or vessel for ...

Use when a task needs the judgment of a drywall taper — specifying the level of finish for a wall or ceiling, choosing joint compound and tape by climate and schedule, diagnosing joint banding/cracking/fastener pop-through after paint, sequencing coats and dry time on a tight schedule, or matching spray texture on a repair.

Use when a task needs the judgment of a paid individual/small-business tax return preparer — reconstructing income from client documents, choosing the right forms and schedules, computing tax liability including self-employment tax, running EITC/CTC/AOTC/HOH due-diligence checks, reconciling withholding against actual liability, or drafting a response to an IRS notice (CP2000, audit letter). Not a tax-strategy/CFO role (see financial-manager) — this is return-preparation and filing-compliance...

Use when a task needs the judgment of a Tax Examiner or Revenue Agent — determining which statute of limitations applies to an audit (3-year, 6-year, or unlimited), reconstructing unreported income via a bank deposit or similar indirect method, applying the Cohan rule to estimate a substantiated-but-undocumented deduction, distinguishing an accuracy-related penalty from civil fraud based on badges of fraud, or verifying collection due process notice requirements before a lien or levy.

Use when a task needs the judgment of a Taxi Driver — deciding whether to charge a filed flat rate or run the meter on an airport trip, screening and positioning for the next fare before dropping off the current passenger to cut deadhead miles, judging whether a late-night street hail is safe to accept, reconciling a shift's gross fares against total miles driven to find real profitability, or tracking medallion/vehicle-inspection and license renewal deadlines.

Use when a task needs the judgment of a postsecondary teaching assistant — leading a discussion or lab section, grading and norming a rubric across TAs, triaging a grade dispute or appeal, deciding whether a student disclosure triggers a Title IX report, or handling an academic-integrity incident during an exam.

Use when a task needs the judgment of a K-12 teaching assistant — running a small-group rotation under a teacher's lesson plan, deciding how much to prompt a struggling student versus stepping back, logging behavior or academic data for an IEP/504 team, or handling a hallway or recess incident before it escalates.

Use when a task needs the judgment of a Team Assembler — deciding whether to report a takt time imbalance rather than compensate individually, evaluating whether to pull andon/stop-the-line for a suspected defect versus a normal acceptable variation, recognizing when a step skipped to keep pace has created a latent quality exposure, or flagging an upstream station's output that looks different from the normal pattern.

Use when a task needs the judgment of a technical recruiter/talent acquisition partner — sourcing candidates, screening resumes, structuring an interview process, evaluating a candidate against a role, or closing an offer. Distinct from an HR/people manager role — this one owns getting the right person hired, not managing them afterward.

Use when a task needs the judgment of a Technical Writer — architecting API/developer documentation, auditing documentation coverage against support-ticket volume, classifying content by Diátaxis type (reference/how-to/tutorial/explanation), designing a docs-as-code workflow, or diagnosing why users can't self-serve from existing docs.

Use when a task needs the judgment of a telecommunications equipment installer/repairer — certifying a structured-cabling run against TIA-568 channel and permanent-link limits, sizing a PoE power budget for a device at the end of a long cable run, triaging a "the internet/phones are down" call to determine whether the fault is the carrier's or the customer's side of the demarc, diagnosing choppy VoIP call quality by separating latency/jitter/packet-loss causes, or commissioning a PBX/hosted-V...

Use when a task needs the judgment of a telecommunications line installer/repairer — calculating an OTDR (optical time-domain reflectometer) loss budget for a new fiber run, sequencing pole attachment and make-ready coordination with a power utility on a joint-use pole, diagnosing a fault from OTDR traces before dispatching a truck, or evaluating whether a splice closure or bend-radius shortcut is actually safe to ship.

Use when a task needs the judgment of a Telecommunications Engineering Specialist — specifying structured cabling category/distance against a speed requirement, computing a fiber link's insertion-loss budget, sizing PBX/VoIP trunk groups from traffic data, planning carrier circuit provisioning lead time against a project timeline, or designing and validating wireless/DAS coverage via RF site survey.

Use when a task needs the judgment of a telemarketer — writing or fixing an outbound call opening, diagnosing a weak close rate on a call campaign, handling objections on a live-call script, or checking a call list/campaign against Do-Not-Call and dialer-abandonment compliance.

Use when a task needs the judgment of a telephone operator — relaying a Telecommunications Relay Service (TRS) call verbatim between a text/sign caller and a hearing party, resolving a directory-assistance lookup with an ambiguous or misspelled name, deciding whether a call qualifies for emergency-line prioritization, or handling an offensive or distressing relayed call within FCC neutrality rules.

Use when a task needs the judgment of a bank teller — balancing a cash drawer and tracing an over/short, deciding whether a large cash transaction needs a Currency Transaction Report, recognizing a possible check-kiting or structuring pattern, applying Regulation CC funds-availability holds to a deposit, or spotting a likely elder-financial-abuse withdrawal. Distinct from a personal financial advisor or loan officer — this role executes transactions and screens them for compliance/fraud signa...

Use when a task needs the judgment of a terrazzo worker — choosing between epoxy, cementitious, sand-cushion, or monolithic terrazzo systems for a given substrate, laying out divider-strip patterns to control cracking, sequencing a grit-progression grind-and-polish schedule, deciding whether a slab needs moisture mitigation before an epoxy pour, or diagnosing delamination, chip pop-out, or lippage in an installed floor.

Use when a task needs the judgment of a Textile Cutting Machine Operator — calculating actual marker efficiency percentage rather than judging a layout by visual impression, setting ply height to the fabric/equipment-specific accuracy limit rather than maximum physical capacity, allowing documented fabric relaxation time before cutting, or maintaining consistent orientation across a marker for directional fabric.

Use when a task needs the judgment of a Textile Bleaching/Dyeing Machine Operator — recalculating bath concentration when a dye recipe's liquor ratio changes even though %owf stays the same, diagnosing which specific dye component in a multi-dye recipe is over/under-exhausting, tracing an uneven dye uptake defect back to an incomplete bleaching stage, or reproducing a prior batch's water quality and temperature profile, not just its recipe percentages.

Use when a task needs the judgment of a Textile Knitting/Weaving Machine Setter, Operator, or Tender — diagnosing whether a fabric defect traces to a single outlier warp end/needle or a whole-machine tension issue, classifying a repeating versus random defect pattern to direct troubleshooting, verifying a new pattern/gauge setup before committing a full run, or tracking yarn break frequency to catch a developing mechanical problem.

Use when a task needs the judgment of a Textile Winding, Twisting, and Drawing Out Machine Setter, Operator, or Tender — verifying actual twist direction on singles yarn before plying rather than trusting package labels, checking relative tension consistency across parallel ends rather than each end's individual tension alone, inspecting package build for downstream unwinding behavior rather than just current-stage storage, or monitoring draw ratio consistency along a strand's length rather t...

Use when a task needs the judgment of a theatrical/performance Makeup Artist — designing character makeup against a script and a specific stage-distance or camera format, planning a sub-two-minute quick-change transformation, running continuity across a multi-day shoot, or diagnosing why an applied look reads wrong under the actual lighting.

Use when a task needs the judgment of a Tile and Stone Setter — selecting a shower waterproofing method against the drain type, specifying mortar coverage and trowel size for large-format tile or a wet area, setting a lippage tolerance and leveling-clip plan, choosing grout/sealer chemistry for natural stone, or reviewing a tile contractor's quote for missing substrate or membrane line items.

Use when a task needs the judgment of a Timing Device Assembler and Adjuster — verifying rate accuracy across multiple positions and temperatures rather than a single bench-test condition, applying component-specific lubrication rather than a generalized approach, treating cleanliness as a functional requirement equivalent to dimensional tolerance, or catching an assembly issue at an intermediate checkpoint rather than only at final test.

Use when a task needs the judgment of a Tire Builder — measuring a ply/belt splice against its specified tolerance rather than accepting any visible overlap, checking rubber component stock against its tack window before building, deciding whether a detected air pocket must be corrected before curing, or tracing a recurring defect back to a specific build station or stock batch.

Use when a task needs the judgment of a Tire Repairer and Changer — deciding whether a puncture is safely repairable, choosing between plug, patch, and combination repair, refusing a load-range or speed-rating substitution a customer wants, sequencing lug-nut torque on a wheel reinstall, and clearing TPMS after tire service.

Use when a task needs the judgment of a Title Examiner, Abstractor, or Searcher — tracing an unbroken chain of title back to the required search period, classifying a title defect as curable, insurable-with-exception, or fatal, verifying whether a same-name judgment or lien actually attaches to the subject property, determining priority between competing claims under a race/notice/race-notice recording statute, or producing a title commitment listing required curative actions and exceptions.

Use when a task needs the judgment of a Tool and Die Maker — compensating a stamping die for material springback before cutting the forming angle, setting punch-to-die clearance for a given material and thickness, scaling an injection mold cavity for resin shrinkage, sequencing progressive die stations against carrier-web integrity, or re-verifying critical dimensions after heat treatment before final fitting.

Use when a task needs the judgment of a Tool Grinder, Filer, or Sharpener — reading a wear pattern as diagnostic information about its underlying cause before regrinding, verifying restored relief/rake angle geometry against the tool's original specification rather than just producing a sharp-looking edge, calculating regrind depth to clear subsurface damage rather than the visible edge alone, or managing heat during grinding since the tool itself is the workpiece whose hardness is at stake.

Use when a task needs the judgment of a tour director — building a multi-day tour's vendor-chain contingency plan, reconciling a mid-trip disruption's cascading schedule impact, managing gratuity/per-diem cash flows across a group, or resolving a rooming-list/manifest mismatch at hotel check-in.

Use when a task needs the judgment of a tour guide — building a route-timing plan against a fixed tour length, calibrating narrative depth to a group's visible engagement, running a headcount/safety protocol for a walking or bus tour, or re-routing a tour in real time around a weather or closure disruption.

Use when a task needs the judgment of a track maintenance equipment operator (tamper, ballast regulator, anchor machine, or spike/tie machine operator on a maintenance-of-way gang) — sequencing a surfacing pass after a geometry exception, deciding whether a crosslevel or profile defect needs immediate correction versus a scheduled fix, checking an anchor pattern against a territory's creep exposure, or judging whether fouled ballast makes another tamp pass pointless.