Explore skills

Evaluate physical therapy personalization and adaptive treatment systems. Analyzes exercise recommendation algorithms (rules-based, collaborative filtering, protocol-driven), contraindication enforcement and safety checks, difficulty progression logic (multi-parameter advancement with regression pathways), patient compliance prediction models, home exercise program (HEP) generation and delivery wo

Analyze behavioral health outcome tracking systems for clinical measurement validity, treatment effectiveness, and provider performance comparison. Evaluates PHQ-9, GAD-7, PCL-5, and AUDIT instrument scoring accuracy, longitudinal trend analysis with Reliable Change Index, risk-adjusted provider benchmarking, evidence-based practice fidelity monitoring, and quality reporting for HEDIS, MIPS, and C

Analyze insurance underwriting systems for risk assessment accuracy, pricing adequacy, and portfolio exposure management. Evaluates predictive models (GLM, GBM), rating algorithms, loss ratio performance by line of business, guideline automation engines, regulatory compliance (NAIC, SERFF filings), and model governance following SR 11-7 standards across personal, commercial, and specialty lines.

Analyze franchise and multi-location unit economics including per-location P&L construction, four-wall EBITDA margins, prime cost optimization, contribution margin analysis, break-even modeling, and store-level ROI calculations. Covers FDD Item 19 benchmarking, revenue decomposition by daypart and channel, cost structure analysis (COGS, labor, occupancy), payback period, IRR, and scenario modeling

Audit customer service triage systems for ticket routing, classification, and SLA compliance. Use when you need to evaluate ticket auto-classification accuracy, priority scoring models, skill-based routing logic, escalation pathways, sentiment analysis integration, SLA breach management, first-contact resolution rates, queue health, customer effort scoring, or resolution prediction. Covers Zendesk

Multi-carrier shipping rate comparison and label-generation pipeline — real-time quotes from USPS, UPS, FedEx, DHL via direct carrier APIs OR aggregators (Shippo / EasyPost / ShipStation / Pirate Ship). Handles 2026 rate landscape: FedEx/UPS/DHL each +5.9% GRI, USPS service-specific changes Jan 2026 + temporary 8% surcharge Apr 26 - Jan 17 2027. Carrier-strength heuristics built in: USPS dominates

Audit a media production studio or post-production facility. Analyzes facility scheduling and utilization, equipment lifecycle tracking, editorial and VFX pipelines, color grading and finishing workflows, digital asset management (MAM/DAM), IMF/MXF format compliance, SMPTE standards adherence, content security posture (TPN readiness), and talent/crew coordination systems.

Assess supply chain risk exposure and resilience posture. Analyzes supplier dependency mapping (Tier 1/2/3), geographic concentration risk, single-source vulnerability, disruption scenario modeling (pandemic, trade war, port closure), Monte Carlo simulation, financial health monitoring (Altman Z-score), early warning systems, compliance tracking (UFLPA, conflict minerals, sanctions), ESG supply ch

Inventory and prioritize all technical debt in a codebase. Scans for TODO/FIXME/HACK markers and stale comments, outdated and deprecated dependencies with CVE detection, high-churn files and cyclomatic complexity hotspots, duplicated code blocks, missing test coverage on critical paths (auth, payments, data mutations), hardcoded magic numbers and configuration debt, god objects over 500 lines, cir

Analyze learning management and training pathway systems for prerequisite mapping, competency-based progression, adaptive sequencing, and credential stacking. Evaluates LMS platforms, SCORM/xAPI compliance, completion prediction models, learning outcome measurement against Bloom's taxonomy, ROI tracking, and workforce development program effectiveness.

Analyze vendor and contractor coordination systems for performance scoring, competitive bid evaluation, SLA compliance tracking, and vendor risk assessment. Covers scorecard frameworks (quality, timeliness, cost, safety), procurement workflow optimization, RFP/RFQ process evaluation, contract structure analysis, insurance and compliance verification, diversity program tracking, and vendor concentr

Complete autonomous design overhaul — tears down dated patterns and rebuilds with modern CSS, proper tokens, purposeful motion, and production-grade quality. The nuclear option for ugly interfaces.