1. Software Development

Generates and verifies end-to-end tests for web features by exploring live apps, creating test plans, and ensuring passing results through iterative fixes.

Delegates code implementation to an AI agent by providing requirements or feature file paths for efficient software development.

Manages the iterative development loop of planning, coding, and reviewing for software implementation tasks.

Generates BDD feature files with acceptance criteria to define requirements before implementation, ensuring alignment and clarity.

Reviews code changes in the working directory before committing, enabling early detection of errors and improvements.

Provides utilities for simplifying and cleaning code through refactoring and style improvements.

Guides hooking into DirectX, OpenGL, and Vulkan for rendering techniques, overlays, and shader manipulation.

Guide to game engine development resources including source code, plugins, and architecture for engines like Unreal, Unity, and Godot.

Guides on writing unit tests using JUnit5 and MockK, including TDD, test naming, and coverage best practices.

Provides practical guidance on implementing common design patterns (e.g., factory, strategy, observer) for code refactoring and scalable architecture design in software projects.

Guides implementation of modular worker architecture with plugin execution, task distribution, logging, and artifact management for backend systems.

Guides implementation of agent module architecture in Go, including startup flow, heartbeat, task execution, and upgrade mechanisms.

Offers Vue 2/3 development standards covering component architecture, Vuex state management, routing, and internationalization.

Offers utility classes for backend development: JWT authentication, expression parsing, thread pools, and chain of responsibility pattern implementation.

Provides architectural guidance for implementing project management features including CRUD operations, member management, and configuration in software applications.

Provides Spring Boot microservice development standards covering directory structure, layered architecture, and dependency injection.

Enforces standardized Git commit messages, branch naming, and PR preparation following conventional commits and issue tracking practices.

Guides development of software store architecture including plugin management, versioning, review workflows, and extension points for marketplace modules.

Guides Go agent development with architecture design, task execution, heartbeat mechanisms, and dispatch module interaction.

Guides RESTful API design with standards for endpoints, HTTP methods, response formats, error codes, and versioning to ensure consistency and usability.

Guides development of a Git/SVN repository management module, covering code access, webhook configuration, and authorization logic implementation.

Provides common backend development practices including AOP, distributed locks, retry mechanisms, and performance monitoring for cross-cutting concerns.

Provides core architecture guidance for Process pipeline modules, covering CRUD operations, build execution engine, event-driven mechanisms, and layered design for development.

Provides input validation utilities for R functions using standalone check_* functions to ensure robustness and correctness.