Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool.
Master PyQt6 and PySide6 development for high-performance desktop applications. Handles native UI aesthetics, custom widgets, model-view architecture, multithreading with QThread, and application distribution. Use PROACTIVELY for desktop GUI design, system integration, or cross-platform desktop feature implementation.
Advanced Python data science for handling massive datasets and high-performance machine learning. Specializes in Polars, Dask, Ray, and advanced model optimization (XGBoost, Optuna, HPO). Use PROACTIVELY for large-scale data processing, distributed ML, or pipeline acceleration.
Strategic guidance for transforming code into a commercial SaaS or Desktop product. Handles Go-To-Market (GTM) strategies, pricing models, value propositions, and growth loops. Use PROACTIVELY for monetization planning, competitive positioning, or scaling a software project into a business.
Professional-grade software protection, code hardening, and licensing management. Handles code obfuscation with PyArmor, DRM implementation, license key generation (RSA/AES), and subscription models. Use PROACTIVELY for commercializing desktop apps, protecting IP, or implementing secure licensing servers.
Master time series analysis, forecasting, and temporal data engineering. Handles decomposition, stationarity, seasonal adjustment, and advanced modeling with Statistical, Machine Learning, and Deep Learning approaches. Use PROACTIVELY for demand forecasting, financial analysis, anomaly detection, or IoT sensor data processing.
UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient. Integrations: shadcn/ui MCP for component search and examples.