tinh2

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 workplace risk scoring systems and occupational safety programs -- evaluate job hazard analysis (JHA/JSA) methodology and task-level hazard identification, risk matrix calibration for likelihood and consequence scales, exposure assessment accuracy for chemical, noise, vibration, and heat stress monitoring, PPE adequacy under 29 CFR 1910.132(d) and respirator fit testing per 29 CFR 1910.134,

Analyze demand forecasting systems — time-series decomposition (ARIMA, Prophet, ETS), seasonal and event-driven demand modeling, booking curve and pickup analysis, cancellation prediction, forecast accuracy metrics (MAPE, bias), and model retraining pipelines. Audit forecasting codebases for travel, hospitality, e-commerce, and supply chain planning applications.

Analyze content engagement metrics, audience retention, attribution models, A/B test results, and recommendation engine effectiveness. Use when: 'audit content metrics', 'evaluate recommendation engine', 'review retention curves', 'assess content A/B tests', 'analyze streaming performance', 'check content attribution', 'evaluate personalization quality', 'benchmark content engagement'.

Implement complete dark mode for any frontend project. Auto-detects theme system (Flutter ThemeData, Tailwind dark class, CSS variables, MUI, Chakra UI, styled-components), generates a dark color palette with proper surface elevation hierarchy and desaturated brand colors, creates a theme toggle with system preference detection and persistence, migrates all hardcoded colors to theme tokens, handle

Audit contract management codebases for clause extraction accuracy, obligation tracking completeness, risk scoring model quality, renewal management, SLA monitoring, liability exposure, force majeure handling, and IP assignment detection. Covers NLP/regex pattern evaluation, obligation state machines, financial exposure modeling, and audit trail compliance for SOX/GDPR. Use when reviewing legal te

Configure the complete Google Play Store publishing pipeline — upload key generation, AAB bundle optimization, Fastlane supply lanes for internal/beta/production tracks, staged rollout strategy, store listing metadata, data safety form guidance, and content rating preparation

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

Configure a complete iOS App Store publishing pipeline — sets up Fastlane with code signing (match), App Store Connect API key, TestFlight and release lanes, screenshot automation, metadata templates, review compliance checklist, and phased rollout. Use for any iOS or Flutter app ready to submit to the App Store.

Strip interfaces to their essence — remove unnecessary complexity, reduce visual noise, simplify navigation, and eliminate redundant UI elements. Great design is simple, powerful, and clean.

Audit workforce skill gap identification systems and labor market alignment. Use when you need to evaluate skill taxonomy quality, individual and aggregate gap analysis accuracy, BLS/O*NET/Lightcast labor market data integration, credential-to-skill mapping and ROI, career pathway modeling with equity analysis, employer demand forecasting methodology, job posting skill extraction pipelines, or wor

Extract, consolidate, and modernize design tokens — oklch color scales, fluid spacing with clamp(), typography scales, motion timing, and shadow depths. Builds a systematic token architecture from scattered values. Use when: 'extract design tokens', 'create design system tokens', 'consolidate styles', 'modernize CSS variables', 'build token system', 'css custom properties', 'theme variables'.