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SkillsMP has collected 957 skills from wonsukchoi/domain-experts. Open a skill to review its source and details.
wonsukchoi/domain-expertsShowing 40 of 957 collected skills.
Use when a task needs the judgment of a network/systems administrator — triaging a connectivity or outage incident, sequencing an emergency patch or firmware rollout across a device fleet, reviewing backup-job and monitoring coverage, setting account-access…
Use when a task needs the judgment of a Computer User Support Specialist — triaging an inbound ticket's severity and SLA clock before troubleshooting it, verifying a caller's identity before any password/MFA/account-state change, walking a live incident…
Use when a task needs the judgment of a Computer Network Support Specialist — diagnosing a duplex mismatch from interface error counters, isolating a Path MTU Discovery black hole that hangs large transfers but not small ones, resolving DHCP scope exhaustion…
Use when a task needs the judgment of a Computer and Information Research Scientist — designing an ablation to attribute an empirical gain, budgeting an NSF CISE proposal against page and content limits, deciding what reproducibility artifacts to release with…
Use when a task needs the judgment of an Embedded/Firmware Engineer — analyzing worst-case execution time for a hard real-time deadline, choosing static over dynamic memory allocation to avoid fragmentation on a long-uptime device, keeping an interrupt…
Use when a task needs the judgment of an Application Security Engineer — checking whether an endpoint verifies object-level authorization (not just authentication), running threat modeling at design time rather than deferring security review to the end,…
Use when a task needs the judgment of a Platform/Infrastructure Engineer — designing a golden path for a common developer workflow, setting a self-service abstraction's level with an explicit escape hatch, diagnosing why platform adoption is low, enforcing…
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…
Use when a task needs the judgment of a Frontend Engineer — diagnosing which Core Web Vital (LCP/INP/CLS) a change actually affects before optimizing, fixing forced synchronous layout thrashing from interleaved DOM reads/writes, reducing bundle size through…
Use when a task needs the judgment of a Data Engineer — designing an idempotent pipeline operation so retries and backfills don't corrupt data, choosing event-time over processing-time partitioning for time-series aggregation, enforcing schema compatibility…
Use when a task needs the judgment of a Machine Learning/AI Engineer — checking a train/test split for data leakage, choosing an evaluation metric that accounts for class imbalance rather than defaulting to accuracy, verifying training and serving feature…
Use when a task needs the judgment of a Blockchain Engineer — applying the checks-effects-interactions pattern to prevent a reentrancy exploit, auditing a privileged/administrative function for missing access control, designing a manipulation-resistant oracle…
Use when a task needs the judgment of a Software QA Analyst/Tester — designing boundary value and equivalence-partition test cases for an input range, checking a test suite's shape against the test pyramid (unit vs. integration vs. E2E ratio), interpreting…
Use when a task needs the judgment of a Health Informatics Specialist — diagnosing why a clinical quality measure (eCQM/HEDIS) rate looks off, checking whether required data is captured as structured/coded fields versus free text, redesigning a clinical…
Use when a task needs the judgment of a GIS Technologist/Analyst — reconciling coordinate reference system (CRS) mismatches between datasets before an overlay or area calculation, choosing a projection appropriate to the specific analysis (area vs. distance…
Use when a task needs the judgment of a Computer Network Architect — auditing a redundancy design for hidden single points of failure, sizing WAN/link capacity against busy-hour rather than average utilization, designing network segmentation around trust…
Use when a task needs the judgment of a Database Architect — choosing a normalization level matched to the actual workload, resolving a CAP theorem tradeoff (consistency vs. availability) for a distributed data store, selecting a sharding/partition key…
Use when a task needs the judgment of a Digital Forensics Analyst — capturing volatile evidence before it's lost, creating and hash-verifying a forensic disk image, documenting chain of custody from point of seizure, correcting for clock skew and timezone…
Use when a task needs the judgment of a Logistics Engineer — evaluating the total-cost tradeoff of adding or consolidating distribution facilities, using a center-of-gravity model as a starting point for facility location, slotting a warehouse by pick…
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…
Use when a task needs the judgment of a Fraud Examiner (occupational fraud investigator) — establishing predication before opening a formal investigation, running Benford's Law or ratio analysis to generate investigative leads from financial data, sequencing…
Use when a task needs the judgment of a Personal and Business Property Appraiser — selecting the correct value premise (fair market value, replacement cost, or liquidation value) for the appraisal's intended use, resolving authentication and condition as…
Use when a task needs the judgment of an Online Merchant/e-commerce operator — calculating a SKU's true net contribution margin after payment fees, shipping, and expected returns, comparing customer acquisition cost against channel-specific lifetime value,…
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…
Use when a task needs the judgment of a Financial Quantitative Analyst — pricing a derivative and calculating its Greeks (delta, gamma, vega, theta), estimating P&L impact from a large price move using gamma-adjusted rather than linear delta approximation,…
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…
Use when a task needs the judgment of a Credit Counselor — calculating debt-to-income ratio and disposable income to test debt management plan (DMP) feasibility, comparing DMP versus debt settlement versus bankruptcy for a specific client's financial…
Use when a task needs the judgment of a Financial Risk Specialist — calculating Value at Risk (VaR) and expected shortfall for a portfolio, stress-testing a risk estimate against correlation breakdown in a crisis scenario, comparing a VaR figure against a…
Use when a task needs the judgment of a Real Estate Appraiser — selecting and adjusting comparable sales in a sales comparison approach, determining a property's highest and best use, reconciling divergent value indications from the sales comparison, cost,…
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…
Use when a task needs the judgment of a bank/depository-institution Financial Examiner — calculating risk-based capital ratios against well-capitalized thresholds, independently classifying a loan (Pass/Special Mention/Substandard/Doubtful/Loss) rather than…
Use when a task needs the judgment of a Business Continuity Planner — running a business impact analysis (BIA) to derive recovery time objectives, mapping process dependencies to find single points of failure, evaluating whether current recovery capability…
Use when a task needs the judgment of an Equal Opportunity Representative or Officer — running an adverse-impact analysis on hiring or promotion selection rates, conducting an availability analysis to set affirmative action placement goals, evaluating a…
Use when a task needs the judgment of a Government Property Inspector or Investigator — reconciling a contractor's government property records against a physical inventory sample, investigating a loss/damage/destruction report for timeliness and completeness,…
Use when a task needs the judgment of a Farm Labor Contractor — verifying FLC license/registration requirements before recruiting workers, preparing a compliant wage and job disclosure, truing up piece-rate pay against minimum wage, calculating an H-2A…
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…
Use when a task needs the judgment of a Logistics Analyst — selecting shipping mode (parcel/LTL/FTL/intermodal) against a weight-and-cube breakeven, comparing carriers on total landed cost rather than quoted rate, auditing a freight invoice against the bill…
Use when a task needs the judgment of an Environmental Compliance Inspector — reviewing discharge monitoring reports or emissions data against permit limits, classifying a facility's hazardous waste generator status, calculating a penalty for a documented…
Use when a task needs the judgment of an Auto Damage Insurance Appraiser — writing a repair estimate from photos or an in-person inspection, deciding repair vs. total loss against a state total-loss formula, evaluating a body shop's supplement request for…
Use when a task needs the judgment of a Coroner or medicolegal death investigator — determining whether a death is reportable/jurisdictional, distinguishing cause of death from manner of death, estimating a postmortem interval from scene findings, deciding…