Explore skills

Analyze franchise inventory management for par level optimization, waste tracking and root cause analysis, theoretical vs. actual food cost variance, menu engineering profitability, vendor scorecard performance, and cooperative purchasing ROI. Covers FIFO shelf life constraints, safety stock calculations, inventory turn benchmarking, and supply chain risk identification for multi-unit restaurant o

Analyze fraud detection systems including rule engines, ML scoring models, real-time transaction monitoring, alert triage workflows, false positive management, SAR/CTR regulatory reporting, adversarial robustness testing, and adaptive retraining pipelines for payment fraud, account takeover, identity theft, and AML compliance.

Analyze fleet fuel optimization systems including MPG consumption analytics, eco-driving behavior scoring, route fuel cost modeling, idling detection and anti-idle programs, IFTA tax compliance reporting, alternative fuel transition planning, EV charging infrastructure readiness, and EPA SmartWay partnership metrics for commercial vehicle fleets.

Analyze university and research institution funding allocation systems including RCM revenue attribution, performance-based budgeting, faculty startup package management, F&A indirect cost recovery distribution, equipment sharing and core facility recharge rates, space utilization surveys, strategic investment pool governance, and NACUBO endowment spending compliance.

Analyze nonprofit fundraising software for RFM donor segmentation, campaign performance modeling with A/B testing, recurring giving retention and failed payment recovery, major gift prospect scoring using capacity-affinity-propensity frameworks, event ROI calculation, multi-touch channel attribution, gift officer portfolio management, and donor data quality hygiene.

Analyze game AI systems including behavior trees, finite state machines, GOAP planning, utility AI scoring, A-star and NavMesh pathfinding, steering and flocking behaviors, perception and awareness models, dynamic difficulty adjustment, NPC dialogue trees and scheduling, boss AI patterns, and AI debug visualization tools for Unity, Unreal, and Godot projects.

Analyze game design documents and implementations for core gameplay loop clarity and depth, XP leveling curves and unlock pacing, difficulty curve spikes and plateaus, skill tree viability, player motivation via Self-Determination Theory, feedback loop quality across immediate-short-medium-long timescales, session design and retention hooks, and MoSCoW/RICE feature prioritization scoring.

Analyze in-game economy systems including soft and hard currency source-sink balance, inflation projection modeling, loot table drop rate fairness and pity system evaluation, gacha probability disclosure, player marketplace health and price manipulation risks, pay-to-win power gap detection, economy stress testing for hoarder-whale-grinder-casual player archetypes, and currency exploit detection.

Analyze game monetization implementations including IAP purchase flow and server-side receipt validation, ad mediation waterfall and rewarded video placement, subscription lifecycle and grace period handling, battle pass XP progression, loot box probability disclosure for regulatory compliance, regional pricing tiers, COPPA and GDPR consent, refund revocation, anti-predatory pattern detection, and

Analyze game code for performance bottlenecks including draw call batching and overdraw, shader complexity and LOD strategy, per-frame GC allocation pressure, object pooling gaps, physics timestep and collision matrix tuning, spatial partitioning for entity queries, async scene loading and asset streaming, mobile thermal throttling, WebGL bundle size, and frame budget compliance for 30/60/90 FPS t

Generative Engine Optimization (GEO) / Answer Engine Optimization (AEO) — make a site citable by ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. Generates llms.txt and llms-full.txt, fills schema.org coverage gaps (Organization, Person/Author, Article, Product, FAQPage, HowTo, BreadcrumbList), audits entity density (target 15+ recognized entities per pillar page → 4.8x AI Overview se

Analyze grant management and sponsored research operations including proposal lifecycle tracking, pre-award routing and budget development, post-award expenditure monitoring and burn rate analysis, 2 CFR 200 Uniform Guidance cost allowability enforcement, effort certification and salary cap compliance, F&A indirect cost rate application and MTDC exclusions, sub-award financial monitoring, SF-425 f