tinh2

Dynamic pricing engine for short-term rentals (Airbnb, VRBO, Booking.com, Direct) — sets nightly rates based on a comp set (40+ filters: bedrooms, bathrooms, amenities, location radius, rating tier), seasonality patterns (weekly + monthly + annual cycles per market), local events (concerts, conferences, sports), lead-time demand curves (60+ day, 30-day, last-minute), booking pace (year-over-year s

Comprehensive K-12 or higher-ed system analysis: predict student dropout risk with early warning indicators, optimize curriculum alignment and pacing, personalize learning paths for at-risk and diverse populations, and audit school operations for resource efficiency. Use when building or auditing an SIS, LMS, student success platform, or education data system.

Performance profiler — analyzes DB queries (any ORM), API call chains, memory usage, bundle sizes, network waterfalls, and frontend rendering. Produces ranked optimization recommendations with estimated impact. Trigger words: performance, slow, optimize, profiling, bottleneck, latency, memory leak, bundle size, network waterfall.

Build the internal link graph for a site, run PageRank-style authority distribution, detect orphan pages, and recommend new internal links via embedding-based semantic similarity (not keyword matching). Crawls the site (sitemap-driven, respects robots), extracts internal links per page, constructs a directed NetworkX graph, computes weighted PageRank, identifies the top sources of authority sink (

Analyze an insurance claims processing system for lifecycle completeness, straight-through processing automation, fraud detection coverage, reserve estimation methodology, subrogation recovery workflows, and regulatory compliance with state prompt payment laws. Use when building or auditing claims platforms (auto, property, liability, workers comp, health), evaluating FNOL intake, or assessing SIU

Add realtime features to my app — set up WebSockets or SSE with Socket.io, Pusher, Ably, Supabase Realtime, or Firebase using channels, presence tracking, typing indicators, reconnection with exponential backoff, offline message queuing, and rate limiting

Runs a 5-phase enterprise compliance and security hardening pipeline: regulatory review, GDPR audit, SOC 2 evaluation, dependency scan, and penetration test with cross-framework control mapping. Triggers on: \"full compliance suite\", \"enterprise compliance\", \"compliance suite\", \"SOC 2 and GDPR\", \"regulatory compliance\", \"multi-framework compliance\", \"compliance for regulated industry\"

Analyze volunteer management platforms for skill-based matching algorithms, shift scheduling optimization, availability tracking, and retention analysis. Evaluates training compliance workflows, background check integration, communication channel efficiency, engagement scoring, churn prediction, impact reporting, and recognition systems for nonprofits, disaster response, healthcare, and community

Make interfaces truly adaptive — not just responsive. Uses container queries for component-level adaptation, adaptive navigation patterns, and platform-aware layouts for web, mobile, tablet, and desktop. Use when: 'make responsive', 'responsive design', 'adaptive layout', 'container queries', 'mobile layout', 'tablet layout', 'desktop layout', 'breakpoints'.

Set up internationalization by extracting all hardcoded user-facing strings to locale files. Auto-detects framework (Flutter, Next.js, React, Vue, Angular, iOS, Android) and configures the appropriate i18n library (react-intl, next-intl, vue-i18n, flutter_localizations, NSLocalizedString, strings.xml), generates namespaced translation keys with dot notation, handles pluralization via ICU MessageFo

Audit SKU portfolio health and identify rationalization opportunities. Use when you need to evaluate assortment planning strategy, ABC/Pareto long-tail analysis, store clustering for localized assortments, product lifecycle stage detection, cannibalization and substitution modeling, SKU rationalization scoring, category management alignment, planogram feasibility, private label vs national brand p

Analyzes asset lifecycle planning systems for capital expenditure forecasting, replacement scheduling, total cost of ownership modeling, depreciation tracking, and facility condition assessments using IFMA standards and Facility Condition Index scoring. USE THIS SKILL WHEN: - You are reviewing facilities management or asset management software - Someone asks about capital planning, replacement sch