1. Software Development

Automates detection and removal of unused code, dependencies, and exports to maintain clean codebases.

Automates removal of AI-generated code artifacts including redundant comments, defensive checks, and inconsistent style from the current Git branch.

Enables checking and synchronizing with OpenAPI specifications for API development, ensuring accurate DTOs, response formats, and design adherence before implementation.

Designs test cases prior to implementation, including TDD test skeletons and acceptance criteria-based testing.

Validates compliance with Domain-Driven Design (DDD) 4-layer architecture, ensuring adherence to principles during development, refactoring, and code review.

Generates a Domain-Driven Design (DDD) 4-layer domain structure with repositories, API clients, hooks, and test files for new domain implementations.

Verifies implementation against specifications, ensuring requirement fulfillment and contract compliance, and generates coverage metrics. Runs after implementation step.

Builds and refactors Spring Boot backend services with REST APIs, JPA persistence, Spring Security, and comprehensive testing.

Debugs microservices by analyzing errors, logs, health checks, DB connections, and environment variables.

Executes Playwright-based end-to-end browser tests for validating application functionality after implementation and before code integration.

Diagnoses and resolves Tauri sidecar configuration, Rust build pipeline, and development/production environment issues for desktop applications.

Comprehensive guide for writing, running, and measuring test coverage across backend, frontend, E2E, and Tauri applications.

Automates creating and deploying new software versions to Homebrew taps with automatic cask updates for package management.

Provides a safe Git push workflow by previewing changes and requiring confirmation before pushing commits to a remote repository.

Builds and refactors WeChat Mini Program frontends with support for WXML, WXSS, JS/TS, routing, state management, and security compliance.

Builds and maintains Python backend services with API design, database integration, and production-ready features including testing and observability.

Enables building, reviewing, and refactoring Next.js App Router frontend projects with TypeScript, covering routing, components, data fetching, and deployment.

Automates creation of well-formed Git commit messages by analyzing staged and unstaged changes for consistent version control.

Applies Domain-Driven Design (DDD) principles to backend architecture, defining bounded contexts, aggregates, and domain models to structure code and APIs.

Guides TDD and unit testing for Crispy CRM using Vitest, React Admin, and Playwright E2E patterns.

Builds and refactors Android mobile applications using Kotlin and modern architecture patterns, including Jetpack Compose and dependency injection.

Blocks claims of task completion (e.g., 'passes', 'works', 'ready') until verification commands run, enforcing TDD practices for code quality.

A Git utility that previews pending commits and requires user confirmation before pushing to a remote repository.

Comprehensive reference for Supabase CLI, enabling local development, database migrations, Edge Functions, and deployment management.