Map advanced persistent threat (APT) group TTPs to the MITRE ATT&CK framework using the attackcti Python library to query STIX/TAXII data for group-technique associations, then generate ATT&CK Navigator layer files to visualize and compare defensive coverage against adversary profiles. Use when profiling an APT group's techniques, building Navigator coverage heatmaps, or assessing technique coverage gaps against a specific threat actor.

Mobile UI patterns - React Native, iOS/Android, touch targets

PostHog analytics, event tracking, feature flags, dashboards

Firebase Firestore, Auth, Storage, real-time listeners, security rules

Shopify app development - Remix, Admin API, checkout extensions

Azure Cosmos DB partition keys, consistency levels, change feed, SDK patterns

Flutter development with Riverpod state management, Freezed, go_router, and mocktail testing

Schema awareness - read before coding, type generation, prevent column errors

WooCommerce REST API - products, orders, customers, webhooks

gh, vercel, supabase, render CLI and deployment platform setup

Technical SEO - robots.txt, sitemap, meta tags, Core Web Vitals

Microsoft Teams bots and AI agents - Claude/OpenAI, Adaptive Cards, Graph API

Android Java development with MVVM, ViewBinding, and Espresso testing

Advogado criminalista especializado em Maria da Penha, violencia domestica, feminicidio, direito penal brasileiro, medidas protetivas, inquerito policial e acao penal.

Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing APIs, or debugging security issues.

When the user wants to research customer pain points, complaints, or sentiment using review platforms like Trustpilot, G2, Capterra, or app stores. Also use when the user mentions "what are users saying", "competitor reviews", "pain points", or "voice of customer research".

When the user needs to plan or execute a product launch — including pre-launch content sequences, launch funnels, JV/affiliate launches, cart open/close strategy, or evergreen launch funnels.

When the user wants to monitor reviews, mentions, and community sentiment about their own product. Also use when the user mentions "track our reviews", "what are people saying about us", "brand monitoring", "reputation management", or "review alerts".

When the user needs to write recruiting outreach messages to attract passive candidates or request referrals.

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.