Explorar skills

Stress-test your product through 6 adversarial decision-maker personas -- skeptical board member, activist investor, power user, churned customer, competitor CEO, and enterprise procurement officer. Each persona attacks from a different strategic angle with findings grounded in actual code references. Use when you need to red-team a product, challenge business viability, find competitive weaknesse

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 debt payoff software — avalanche vs snowball strategy engines, interest calculation accuracy, amortization schedules, payment scheduling automation, credit score impact modeling, hardship accommodation workflows, and progress visualization. Audit personal finance apps, debt management platforms, and loan repayment calculators for correctness and completeness.

Run an app walkthrough — launch a Flutter app on a simulator or emulator, generate and run exhaustive integration tests that exercise every screen, button, form, and user flow, then self-heal failures. Triggers: app walkthrough, integration test, test on simulator, exercise every screen, Flutter integration tests.

Set up visual regression testing with baseline screenshots across breakpoints. Auto-detects frontend framework (Next.js, React, Vue, Angular, Flutter, Storybook), configures Playwright screenshot comparison, BackstopJS, or Flutter golden tests, captures every page at mobile/tablet/desktop/wide viewports plus interactive states (hover, focus, error, empty, loading), stabilizes dynamic content to pr

Set up a complete mobile publishing pipeline — chains CI/CD workflow generation, iOS App Store publishing via Fastlane, Google Play Store publishing, and analytics verification into an end-to-end release automation. Use for Flutter, React Native, or native iOS/Android apps ready for store submission.

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 (

Vendor-neutral routing guide for choosing the right model tier by task type. Mechanical work uses a smaller/faster model; implementation uses a standard model; architecture, security, and release audit use the most capable model.

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