1. Software Development

Provides functional programming patterns to enhance code testability, composability, and maintainability.

Enables GitHub OAuth user login and GitHub App repository access with Nango, featuring two-connection pattern and webhook handling for authentication flows.

Deep code review with web research to verify against latest ecosystem, versions, and security standards.

Manages Nx monorepo workflows including dependency analysis, affected commands, code generation, and build optimization for efficient development.

Blocks commits with warning suppressions, commented tests, or deleted assertions to maintain code quality and test integrity.

Guides developers in writing high-quality structured log messages to enhance debugging and observability in applications.

Detects and reports inconsistencies between database schemas and code data models in ORM-based applications, ensuring alignment across projects.

Provides implementation guidance for Command Query Separation (CQS) and CQRS patterns in .NET, ensuring testable and predictable application architecture.

Provides reusable architecture and best practices for building framework-agnostic MCP servers that expose domain-specific operations as tools for AI agents.

Guides developers through Test-Driven Development by prioritizing test creation before implementation to ensure code reliability and maintainability.

Adds debugging and observability tooling for backend storage layers, including drift detection and an admin dashboard for PostgreSQL and ChromaDB.

High-performance ASGI server for running Python web applications, optimized for async frameworks in production environments.

Provides structured JSON logging with correlation IDs for debugging and tracing errors across multi-service systems.

Generates user-friendly release notes from git commit history for software releases and development progress summaries.

Executes project-specific tasks using Just, including listing available commands and running common development operations like tests and builds.

Generates new Claude Code Agent Skills following best practices, enabling capability extension and domain expertise packaging.

Automates creation of new feature modules in DevPrep AI with standardized 6-folder structure, TypeScript interfaces, and path aliases.

Specialized utilities for CSS development including component styling, refactoring, and code review with Tailwind and semantic class support.

Validates, formats, and fixes JSON data for API responses, configuration files, and development workflows.

Diagnoses and resolves FastAPI backend hangs caused by blocking thread pool shutdown, using py-spy and non-blocking executor patterns.

Provides comprehensive testing support including strategy, automation, TDD, and web app testing with Playwright, framework-agnostic with specific guidance.

Modern frontend development guidelines for Next.js 15 applications using React 19, TypeScript, and Tailwind CSS, covering components, routing, and performance best practices.

Creates focused Pest tests for critical user flows and business logic, emphasizing behavior-driven testing and strategic coverage at feature completion.

Securely manages environment variables by distinguishing between template (.env) and secrets (.env.local) files to prevent accidental commits.