Designs/edits MDP terms (observations, rewards, terminations, goals/commands, randomization) and wires them into configs and logging. Use when improving an RL environment’s MDP definition for...
Select an existing feature as current without modifying registry data.
Feature planning with 4 phases - Specify requirements, Design architecture, break into granular Tasks, Implement and Validate. Creates atomic tasks that agents can implement without errors....
Design educational carousel posts for Instagram and LinkedIn that inform and engage
Design conversational AI chatbots with optimal flows and user experience
Practical UI design patterns and principles for creating polished, professional interfaces. Based on proven techniques from Refactoring UI and Practical UI.
Expert in brand identity, logo design, and visual brand systems
Create HTML UI mockups stored in ideas/[project]/docs/ui-designs/
Designs and validates digital filters in MATLAB. Use when cleaning up noisy signals, removing interference, filtering signals, designing FIR/IIR filters (lowpass/highpass/bandpass/bandstop/notch),...
UX design principles for creating intuitive, accessible, and user-centered digital experiences
Use this to design a nice UI in single html as inspiration & UI exploration.
Use when you have validated symmetry groups and need to design neural network architecture that respects those symmetries. Invoke when user mentions equivariant layers, G-CNN, e3nn, steerable...
Comprehensive design system guidelines for building consistent, accessible, and scalable digital products
Expert guide for designing Git branching strategies including Git Flow, GitHub Flow, trunk-based development, and release management. Use when establishing team workflows or improving version...
Design and compose Effect layers for clean dependency management
Design user experience wireframes, user flows, and interactive mockups for web and mobile applications using industry-standard notation
Design for mobile devices first, then scale up to larger screens. Create responsive interfaces that work seamlessly across all device sizes.
UI design best practices for building accessible, performant, and user-friendly interfaces with modern web standards
Expert in web animations, transitions, and motion design using Framer Motion and CSS
Adds a complete blog feature to an existing Blazor WebAssembly Static Web App with Azure Functions backend and Azure File Share for markdown storage. Use when implementing blog functionality in...