1. Software Development

Guides native code error handling patterns including exception conversion, error propagation to Dart, and user-friendly messages for platform channels and FFI.

Guides implementation of BLoC state management patterns for Flutter applications, handling state changes and application state management.

Guides implementation of battery-adaptive BLE scheduling with power optimization, adaptive scanning, and background service management.

Guides implementation of AI2AI protocol features including personality learning, anonymous communication, and Personality AI Layer routing for AI agent networks.

Generates new skills with predefined directory structure and boilerplate files for consistent development workflows.

Enforces test implementation standards by requiring real dependencies and restricting unapproved mocks/stubs during test development and review.

Automates code quality checks including TypeScript typechecking, ESLint, Prettier formatting, and Markdown validation for development and CI/CD pipelines.

Guides implementation of Rust FFI bindings for native code integration, including type conversion, memory management, and error handling with Flutter Rust Bridge.

Guides implementation of GetIt dependency injection patterns for service registration and architecture in Dart applications.

Enforces mandatory use of developer.log() over print() in production code, ensuring consistent logging standards for maintainability and debugging.

Automates code review for bug detection, security issues, and code quality in both uncommitted changes and pull requests.

Guides Swift integration patterns for iOS, including platform channels, method channels, and async callbacks to implement native features.

Guides Stripe payment integration for transaction processing, refunds, and revenue splits in e-commerce and event ticketing systems.

Provides base implementation for workflow controllers to orchestrate multi-step processes with error handling and rollback capabilities in software applications.

Executes targeted code modifications to implement new features in software applications.

Enforces consistent import organization in Dart/Flutter code, including grouping, alphabetical order, and removal of unused imports.

Guides implementation of expertise system with multi-path recognition, hierarchical structure, and golden experts for expertise-based features.

Automates selecting and staging specific files for a Git commit, enabling atomic changes without committing.

Manages WordPress posts via REST API using Node.js, enabling programmatic content creation and updates.

Guides implementation of geographic service patterns including geofencing, location-based features, and geographic hierarchy for location-aware applications.

Ensures code and architecture align with SPOTS philosophy, fostering meaningful connections and real-world enhancement in feature implementation.

Enforces minimum test coverage requirements across code components to ensure reliability and quality during development.

Guides implementation of reservation systems using patterns for availability calculation, check-in services, and payment integration.

Generates structured clarification questions to ensure requirements are complete, executable, and industry-compliant for any domain.