1. Software Development

Provides best practices for shadcn/ui component composition, emphasizing proper wrapping, base component usage, and avoiding direct modifications.

Guides developers through final branch integration steps with structured options for merging, pull requests, or cleanup after successful implementation and testing.

Expert testing solutions for TypeScript and Next.js applications using Vitest, optimizing both local execution and CI pipeline performance.

Analyzes commit history to enforce repository-specific commit message conventions.

Guides proper Spring Boot project structure following domain-driven design for new features, modules, and refactoring.

Guides using git-wt to manage isolated Git worktrees for safe, disposable code modification environments.

Provides production-ready Supabase integration patterns for Next.js/React/TypeScript applications, including authentication, RLS, storage, and real-time features.

Guides Spring Boot developers in creating and managing database schema migrations using Flyway for table/column additions and schema modifications.

Validates code implementation against Definition of Done criteria to ensure completeness and prevent incorrect outputs.

Converts client-side data fetching to server-side using React Server Components in Next.js App Router, eliminating loading spinners and improving SEO.

Reviews Elixir pull requests for code quality, OTP best practices, style compliance, test coverage, and Ecto/Phoenix patterns.

Guides systematic debugging of software issues, including bugs and test failures, before implementing solutions.

Guides development of QGIS plugins with API integration and asynchronous processing using QgsTask.

Provides a regression checklist to prevent common middleware issues including authentication flows, redirect loops, and infinite redirect cycles.

Provides architect-level guidance and scripts for building agentic coding systems using OpenAI Codex SDK, including multi-agent orchestration and safe execution patterns.

Architects Streamlit applications with expert development, testing, and deployment, ensuring state management, security, and performance optimization.

Reduces complexity and streamlines architecture across frontend, backend, and quality assurance systems.

Enables parallel development on multiple Git branches using isolated working directories, eliminating stashing or branch switching.

Automates staging and committing code changes while enforcing project-specific commit message conventions for consistent version control.

Manages isolated Git worktrees for parallel development, creating them in .github/worktrees/ with symlinked .env files for environment consistency.

Requires running verification commands and confirming output before claiming code completion, commit, or PR creation to prevent premature success assertions.

Configures repositories with AI agent-friendly setups including TypeScript strict mode, vertical slice architecture, and Pino logging for autonomous coding workflows.

Guides systematic debugging of software issues, including bugs and test failures, before proposing solutions.

Provides a streaming-optimized React component for rendering AI-generated markdown in chat interfaces, supporting code blocks, math, and security features.