1. Software Development

Guides creation of custom Antigravity slash commands, including structure and YAML configuration for bot development.

Guides creation of Freenet decentralized applications by designing contracts, delegates, and UI using the River template.

Performs comprehensive C# code reviews evaluating OOP adherence, SOLID principles, design patterns, and performance optimization.

Automates running development commands in Nix flake-based projects, ensuring proper dependency environment for builds and tests.

Designs and reviews R function APIs for clarity, consistency, and best practices in package development, emphasizing argument ordering and naming.

Provides a structured methodology to diagnose software bugs, test failures, and unexpected behavior before implementing solutions.

Validates Claude Code skill activation patterns using systematic test cases and automated evaluation to ensure correct triggering behavior.

Enables robust error, warning, and condition handling in R packages with formatted messages, call context, and error chaining.

Systematically processes code directives (@implement, @docs, @refactor, @test, @todo) to trigger appropriate code transformations and actions.

Generates project-specific .gitignore files for version control, streamlining initial setup and updates for code repositories.

Generates standardized CRUD code for backend modules, including controllers, services, and DDD architecture components.

Enables R code to manipulate expressions, build code programmatically, and use rlang's defuse/inject mechanics for metaprogramming.

Provides a template for creating, updating, and removing Mason project bricks with built-in tests and CI workflow.

Enables progressive feature addition and impact analysis without full upfront planning. Integrates with /add-feature and /analyze-impact commands.

Provides a guide for implementing localization (l10n) using app_lib/locale package to enable multi-language text handling in applications.

Provides structured guidance for implementing BLoC pattern with events, states, and app_bloc package organization in Flutter applications.

Provides a guide for creating API client packages from OpenAPI specifications using the api_client brick in app_api.

Provides a guide for implementing consistent screen routing using name/path constants and an adaptive project scaffold structure.

Guides developers in creating native plugins within the app_plugin framework with platform-specific implementation strategies.

Enables gradual framework adoption in existing codebases by generating specifications and decisions from current implementations.

Builds complex target pipelines with branching, batching, and custom factories for parameter sweeps and method comparisons.

Fetches current documentation for libraries and complex modules to guide correct implementation during development.

Guides developers in selecting appropriate patterns (screens, widgets, BLoC, APIs, forms, storage) for project structure and implementation.

Develops Microsoft 365 Copilot agents using TypeSpec and ATK CLI, offering architectural guidance and security patterns.