Explorar skills

Analyze MRO parts inventory systems for field service optimization -- truck stock composition, first-time fix rate improvement, reorder point calculation, safety stock sizing, obsolescence detection, and demand forecasting. Covers Croston's method for intermittent demand, SBA/TSB variants, ABC-VED classification, multi-echelon inventory placement, and equipment-driven demand modeling. Use when opt

Audit academic peer review operations -- reviewer matching algorithms, conflict of interest detection, turnaround time optimization, review quality scoring, and editorial workflow management. Covers COPE guidelines compliance, COI screening (co-authorship, affiliation, funding), blinding enforcement, reviewer pool health metrics, ORCID/CrossRef integration, and plagiarism detection workflows. Supp

Audit mobile UX implementation against platform conventions -- navigation patterns, gesture handling, pull-to-refresh, infinite scroll, skeleton screens, haptic feedback, adaptive layouts, deep linking, and accessibility. Checks compliance with iOS Human Interface Guidelines, Material Design 3, WCAG AA, and cross-platform adaptive behavior for Flutter and React Native apps. Use when reviewing navi

MVP analysis, product analysis, app teardown, analyze this app, what does this app do, product breakdown, feature analysis

Audit investment portfolio management software for mean-variance optimization, Black-Litterman model, risk parity allocation, VaR/CVaR risk metrics, Brinson performance attribution, tax-loss harvesting rebalancing logic, Sharpe ratio calculations, efficient frontier accuracy, and GIPS-compliant reporting in wealth management and robo-advisor codebases.

Audit a quoting or estimation system -- analyze labor hour estimation accuracy, material take-off completeness, pricing rule engines, markup and margin optimization, good-better-best tiered pricing, and quote-to-close win rates. Covers flat-rate price books, RSMeans cost data, cost-plus and T&M models, supplier pricing integration, and competitive bid analysis for HVAC, plumbing, electrical, and g

Audit e-commerce and retail product return systems for return rate reduction strategies, reverse logistics efficiency, refurbishment routing, fraud detection in returns, and return reason analytics. Use when reviewing order management systems, RMA workflows, warehouse return processing, disposition engines, or retail loss prevention tools.

Audit OSHA training compliance, certification expirations, competency tracking, and LMS integration. Use when you need to evaluate safety training programs, check ANSI Z490.1 compliance, analyze training effectiveness with Kirkpatrick levels, identify expired certifications, assess training needs gaps, review contractor training verification, or optimize training ROI. Covers forklift, confined spa

Audit pharmaceutical QC laboratory operations -- OOS/OOT investigations, stability program trending, analytical method validation status, release testing optimization, and specification compliance. Covers ICH Q1A-Q1E stability guidelines, ICH Q2(R2) method validation, USP compendial verification, ALCOA+ data integrity, Croston shelf life estimation, and LIMS/CDS system evaluation. Use when reviewi

Audit game analytics and telemetry implementation -- event tracking completeness, FTUE and monetization funnel coverage, retention metric infrastructure, A/B testing framework, heatmap data collection, churn prediction signals, and LTV modeling support. Covers Firebase Analytics, Unity Analytics, GameAnalytics, Amplitude, Mixpanel, Adjust, and custom pipelines. Use when verifying event tracking co

Audit a codebase for product-market fit readiness -- evaluate startup PMF signals, core value loop tightness, feature scatter vs focus ratio, user activation funnel friction, retention hook infrastructure, pricing flexibility, analytics event coverage, CI/CD iteration speed, and growth-stage maturity for pre-seed through Series A products.

Full autonomous design pipeline — Ralph Wiggum builds it, then the safety net polishes it. Chains: design-setup → design-build → (design-audit ∥ design-optimize) → design-polish → design-animate. Ships production-grade interfaces without asking a single question.