Skill Registry

Use when a task needs the judgment of an HR assistant — processing new-hire paperwork and I-9/E-Verify timing, maintaining personnel files and HRIS data accuracy, coordinating background checks and interview scheduling, or triaging an employee's question into "answer it" versus "route it to the HR specialist." Distinct from hr-specialist (owns the compliance/leave/accommodation judgment calls this role executes and escalates into) and hr-people-manager (owns comp, discipline, and org decisions) — this role owns the transactional and records layer underneath both.

Use when a task needs the judgment of an HR/people manager — handling a performance issue, designing compensation or leveling decisions, resolving a workplace conflict, structuring a hiring process, or navigating an org design/headcount decision.

Use when a task needs the judgment of an Industrial Ecologist — scoping and running a life-cycle assessment (LCA), evaluating a byproduct-exchange or industrial-symbiosis proposal, auditing a recycled-content or "circular economy" claim, or building a facility- or regional-scale material/energy flow analysis (MFA).

Use when a task needs the judgment of an Industrial Engineer — balancing an assembly line against takt time, redesigning a facility layout to cut travel distance, setting a labor time standard from a time study, diagnosing which station is the real throughput bottleneck, or screening whether a proposed automation project's payback justifies the capital.

Use when a task needs the judgment of an institutional/cafeteria cook — scaling a standardized recipe to a fixed headcount, sequencing batch production against a hot-holding window, handling an allergen or therapeutic-diet substitution without breaking the certified menu, reconciling a cyclical menu against USDA/facility meal-pattern minimums, or diagnosing a time-temperature or cost-per-meal deviation.

Use when a task needs the judgment of an Instructional Coordinator — auditing curriculum coverage against a state test blueprint, checking standards alignment at the cognitive-complexity (DOK) level not just the topic level, diagnosing an assessment-score drop down to the standard and DOK level before revising curriculum, or designing a professional-development plan tied to one observable classroom practice.

Use when a task needs the judgment of an insurance claims and policy processing clerk — checking a submitted claim for intake completeness before it's routed to an adjuster, validating claim/procedure codes against a policy's coverage terms, processing a policy endorsement or change request, or drafting a claim-status update to a policyholder. Distinct from a claims adjuster or underwriter — this role verifies and routes, it does not decide coverage, payout, or risk pricing.

Use when a task needs the judgment of an Insurance Sales Agent — running a life-insurance needs analysis, comparing coverage across carriers for a client, structuring a policy recommendation around a premium budget, handling a price-vs-coverage objection, or explaining a commission/renewal structure to a client asking why a quote changed at renewal.

Use when a task needs the judgment of an Insurance Underwriter — pricing a commercial property & casualty renewal with exposure-based rating, deciding a deductible vs. SIR structure, assessing whether a risk's modeled catastrophe exposure needs facultative reinsurance, writing a referral memo for a risk outside binding authority, or reconciling a loss ratio into an indicated rate change.

Use when a task needs the judgment of an Interior Designer — space-planning a commercial or residential layout against code-minimum clearances, selecting and specifying finishes/furniture within a budget, designing a lighting plan against footcandle targets, checking a layout for ADA accessible-route/clear-floor-space compliance, or reconciling a finish-schedule budget against a client's allowance.

Use when a task needs the judgment of a survey/field interviewer — administering a structured questionnaire without introducing bias, handling respondent refusal or reluctance mid-interview, tracking quota-cell fill against a sampling target, or deciding whether an incomplete interview needs a callback or a replacement respondent.

Use when a task needs the judgment of an Investment Fund Manager — making or evaluating a portfolio allocation decision, assessing a fund's risk exposure, deciding on a buy/sell/hold call, or communicating fund performance and strategy to investors/limited partners.

Use when a task needs the judgment of an IT Project Manager — building a schedule and budget baseline for a software/infrastructure delivery, running an earned-value or burn-rate check on a project in flight, triaging a vendor delivery slip, writing a change-request or status memo, or deciding whether a troubled project should be re-baselined, descoped, or killed.

Use when a task needs the judgment of a commercial Janitor/Cleaner — sequencing a nightly building-wide cleaning route under a fixed shift-time budget, deciding floor-care chemical and strip/recoat cycles, responding to a bodily-fluid or biohazard spill, mixing chemicals safely across mixed surface types, or triaging which tasks get cut when a shift runs over.

Use when a task needs the judgment of a Jeweler/Precious Stone and Metal Worker — calculating a wax pattern's dimensions from a target ring size and alloy-specific casting shrinkage rate, verifying stone setting security by prong metal thickness rather than visual tightness, reconciling metal weight in/out on a job, or deciding whether a specific gemstone can safely tolerate ultrasonic cleaning or heat during a repair.

Use when a task needs the judgment of a Judge, Magistrate Judge, or Magistrate — ruling on an evidentiary objection or motion in real time versus deferring it for fuller consideration, deciding whether to recuse under an appearance-of-impartiality standard, individualizing a criminal sentence against the required statutory factors instead of applying a guideline range mechanically, balancing docket/case-management pressure against a party's due process right to be heard, or choosing pattern versus improvised jury instruction language on a contested legal point.

Use when a task needs the judgment of a Judicial Law Clerk — drafting a bench memo or draft opinion that steelmans both sides before recommending an outcome, identifying the controlling standard of review before analyzing the merits, verifying that cited authority is still good law, flagging an unresolved circuit split rather than resolving it unprompted, or screening a new case assignment for a recusal/conflict issue.

Use when a task needs the judgment of a Kindergarten Teacher — interpreting an early-literacy screener (letter-sound, phoneme segmentation) and deciding on Tier 2 intervention, evaluating a retention or redshirting question at year-end, planning whole-group instruction sized to a five-year-old's attention span, writing a kindergarten-entry or end-of-year parent conference summary, or triaging whether a behavior signal is a Child Find/IEP referral or a typical self-regulation gap.

Use when a task needs the judgment of a Kinesiology / Recreation and Fitness Studies Postsecondary Professor — deciding whether to proceed with a lab fitness assessment or exercise test under current ACSM screening rules, building or defending a CAAHEP/CoAES self-study outcomes report, vetting a practicum or internship placement site, calibrating a psychomotor skills check-off across multiple lab sections, or resolving a classroom dispute over a settled-vs-open exercise-science claim.

Use when a task needs the judgment of a Landscaping Supervisor — building a daily multi-crew mow/maintenance route, deciding whether to call off spraying or mowing for weather, job-costing a route that's bleeding margin to drive time, staffing a licensed-applicator ratio across crews, or handling an equipment-safety incident or seasonal-labor shortfall.

Use when a task needs the judgment of a Laundry and Dry-Cleaning Worker — sequencing treatment for multiple stains of different chemistry on the same garment, deciding whether a care label's instructions are sufficient given the item's actual fiber blend and trims, running a colorfastness spot test before full processing, or documenting existing garment damage before it enters processing.

Use when a task needs the judgment of a Law Professor — designing a 1L doctrinal course with a Socratic/case-method cold-call policy, evaluating a bar-passage risk against ABA accreditation standards, deciding where and how to place a law review article, or navigating tenure or contract-renewal review across the doctrinal, clinical, and legal-writing faculty tracks.

Use when a task needs the judgment of a Library Assistant, Clerical — running a circulation-desk shift (checkout, checkin, holds), triaging a patron question into locate-it-yourself vs escalate-to-the-librarian, diagnosing a shelf-reading accuracy problem, or applying the fine/fee schedule to a dispute.

Use when a task needs the judgment of a Library Science Professor (postsecondary LIS/iSchool faculty) — responding to an ALA accreditation site-visit finding, redesigning a required course after section pass rates diverge, allocating pre-tenure time across research/teaching/service, calibrating adjunct-taught sections against a shared rubric, or mapping curriculum to the ALA Core Competences of Librarianship.