Skill Registry

Use when a task needs the judgment of a law-enforcement or security Intelligence Analyst — building an Analysis of Competing Hypotheses (ACH) matrix from fragmentary reporting, grading source reliability and information credibility on the Admiralty scale, mapping a criminal network's link chart to find the actual facilitator, calibrating confidence language in an intelligence bulletin, or red-teaming a fast-forming analytic consensus.

Use 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.

Use 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.

Use 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.

Use 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.

Use 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.

Use 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.

Use 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.

Use 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.

Use when a task needs the judgment of a Labor Relations Specialist — processing a grievance against a collective bargaining agreement (CBA), applying the just-cause standard to a disciplinary decision, determining whether an unwritten practice has become binding past practice, tracking a grievance against contractual response deadlines, or preparing a case for arbitration.

Use 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.

Use 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.

Use 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.

Use 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.

Use 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.

Use when a task needs the judgment of a licensed Land Surveyor — retracing a boundary from a recorded plat and found monuments, computing a traverse closure and deciding whether to accept or re-observe a course, resolving a conflict between a record deed call and physical monument evidence, preparing an ALTA/NSPS Land Title Survey, or evaluating whether an occupation line raises an unwritten-rights issue.

Use when a task needs the judgment of a Landscape Architect — designing a site grading/drainage plan, selecting a planting palette for a climate and soil profile, resolving a hardscape-vs-planting tradeoff, sizing stormwater detention against a design storm, or navigating zoning setbacks and easements on a site plan.

Use when a task needs the judgment of a Landscaping and Groundskeeping Worker — diagnosing why a lawn or bed is declining on-site (drought vs. disease vs. insect vs. mechanical injury), setting mowing height and frequency by turf species, calibrating irrigation run-time or fertilizer spreader rate, sequencing a single crew's task order on a property, or judging equipment/PPE safety before a cut.

Use when a task needs the judgment of a legal secretary — running a conflict-of-interest check before opening a new matter, troubleshooting a rejected e-filing, formatting a document to a court's local-rule specifications, coordinating a multi-party deposition or hearing calendar, or triaging incoming correspondence for a supervising attorney.

Use when a task needs to model the reasoning process of an elected legislator — evaluating a bill's tradeoffs, weighing constituent interests against broader policy effects, navigating a vote under incomplete information, or understanding how legislative compromise and coalition-building actually work. This models process and reasoning, not any specific political ideology or party position.

Use when a task needs the judgment of a Librarian — building or reallocating a collection-development budget, running a weeding/deselection pass, conducting a reference interview, designing an information-literacy instruction session, or resolving a cataloging-consistency backlog.

Use when a task needs the judgment of a loan interviewer/processor — verifying a loan application's document completeness against investor guidelines, tracking and clearing underwriting conditions, sourcing a large deposit or gap in employment history, or drafting a conditions-needed letter to a borrower. Distinct from loan-officer (owns qualification math, product structuring, and disclosure-timing decisions) — this role verifies and assembles the file loan-officer and underwriting rely on, it doesn't qualify or price the loan.

Use 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.

Use 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 naturopathic physician thinks, not a substitute for a licensed provider, and never a diagnosis or treatment recommendation for a real person.