1. Software Development

Runs and troubleshoots database code generation using sqlc and templ for efficient backend development.

Runs end-to-end HTTP integration tests for mjr.wtf, covering auth, CRUD operations, redirects, and analytics. Used when modifying API handlers or contracts.

Comprehensive guide for creating, modifying, debugging, refactoring, and documenting unmangleJS passes, integrated with project documentation.

Automates synchronization between HTTP handlers and OpenAPI specifications, ensuring consistency in endpoints, schemas, and security definitions.

Provides command-line tools and scripts to verify .NET code formatting and Roslyn analyzer rules without modifying source code.

Automates triaging failed .NET tests by generating a rerun filter and markdown summary for focused retesting.

Creates, applies, and rolls back Goose migrations for SQLite using an embedded migration tool.

Discovers primary .NET solution files, lists projects, and generates solution maps with target frameworks and test flags for development analysis.

Captures .NET build environment and CI-style diagnostics with binlog and summary output for build analysis.

Automates parallel stress testing of CLI applications with structured reporting and dual-mode testing (discovery and directive).

Optimizes low-level application performance to maintain constant 60 FPS, efficient memory management via Isolates, and ensures total offline availability.

Provides official Swift coding standards and best practices derived from Xcode's internal AI templates for consistent, high-quality code development.

Provides best practices and assertion patterns for writing reliable integration tests using TinyBots, improving test coverage and maintainability.

Automates code quality checks, standard compliance, and boundary validation for sub-agent outputs, generating detailed review reports.

Provides modern Swift best practices including Liquid Glass Design and Swift 6+ patterns for efficient, maintainable code development.

Adds dependencies to a Lean project's lakefile, handling requires and imports for seamless development.

Applies senior backend engineering expertise for building server-side applications, covering API design, database integration, and security implementation.

Generates unit tests for Lean 4 projects using the Crucible test framework, handling test creation and file management.

Automates git worktree creation for Linear issues using auto-generated branch names to streamline feature and bug development workflows.

Enables developers to implement UI changes in Prometheus PCGS 2.0, including layout adjustments, component creation, and style modifications per UI_DOCTRINE.

Provides configuration assistance for LazyVim, Neovim plugins, keybindings, and text editor customization to enhance developer productivity.

Checks React components against WCAG 2.1 Level AA standards to ensure accessible user interfaces during development.

Produces clean, modular, feature-oriented code with zero linter warnings, optimized for short, decoupled files.

Validates hexagonal architecture adherence for Domain, Application, Infrastructure, and Presentation layers during code creation or reorganization.