pyraxo

Implement shared combat-rule systems such as throws, cancels, combo logic, and simultaneous-action ordering.

Implement source-accurate defense, parry, pushblock, and throw-vs-defense behavior.

Port Ninja move, state, and owned-object behavior from source to the Python runtime.

Implement hurtbox, hurt-state, collision, and bounds parity for the shared runtime.

Align env/training surfaces with runtime truth and lock down parity signoff artifacts.

Best practices and guidance for developing PufferLib reinforcement learning environments. Use when creating RL environments, implementing observation/action spaces, setting up vectorization, training policies, or integrating with PufferLib's API.

Implement, review, or improve SwiftUI features using the iOS 26+ Liquid Glass API. Use when asked to adopt Liquid Glass in new SwiftUI UI, refactor an existing feature to Liquid Glass, or review Liquid Glass usage for correctness, performance, and design…

Audit and improve SwiftUI runtime performance from code review and architecture. Use for requests to diagnose slow rendering, janky scrolling, high CPU/memory usage, excessive view updates, or layout thrash in SwiftUI apps, and to provide guidance for…

Best practices and example-driven guidance for building SwiftUI views and components, including navigation hierarchies, custom view modifiers, and responsive layouts with stacks and grids. Use when creating or refactoring SwiftUI UI, designing tab…

Refactor and review SwiftUI view files with strong defaults for small dedicated subviews, MV-over-MVVM data flow, stable view trees, explicit dependency injection, and correct Observation usage. Use when cleaning up a SwiftUI view, splitting long bodies,…

Guides writing authentic, human-sounding content for posts, articles, and professional communication. Helps avoid AI-sounding patterns, apply clear writing principles, and create engaging hooks and calls-to-action. Use when the user asks for help writing,…

Clarify requirements before implementing. Do not use automatically, only when invoked explicitly.

Convert PRDs to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to convert it to Ralph's JSON format. Triggers on: convert this prd, turn this into ralph format, create prd.json from this, ralph json.