1. Software Development

Systematically catalogs and prioritizes technical debt in codebases to guide refactoring efforts and improve maintainability during planning cycles.

Provides standardized backend engineering patterns and comprehensive checklists to ensure robust, maintainable, and production-ready API development.

Generates detailed API documentation with code examples in multiple programming languages for seamless developer integration.

Toolkit for testing local web applications with Playwright, enabling frontend verification, UI debugging, and browser log visualization.

Generates secure, pattern-compliant hooks for Claude Code plugins, supporting PreToolUse, PostToolUse, and SessionStart events with best practices.

Provides backend engineering patterns, checklists, and best practices for building production-ready APIs and services.

Builds complex, multi-component Claude.ai HTML artifacts using React, Tailwind CSS, and shadcn/ui for state management and routing.

Guide for building MCP servers to enable LLMs to interact with external APIs and services using Python (FastMCP) or Node/TypeScript (MCP SDK).

Enables collaborative code reviews by routing analysis across multiple AI models (Claude, Gemini, GPT, etc.) for comprehensive technical feedback.

Reviews system architecture, module boundaries, coupling, cohesion, and scalability patterns to guide design decisions and address technical debt.

Identifies dead code, duplications, and complexity to streamline codebase during refactoring and tech debt reduction.

Tools for creating complex, multi-component HTML artifacts for Claude.ai using React, Tailwind CSS, and shadcn/ui with state management and routing capabilities.

Enables writing tests in Test-Driven Development (TDD) for the 'Red' phase, defining tests before implementation.

Provides context for developing, reviewing, and modifying the Universal OR Strategy codebase in NinjaTrader 8, including ORB and RMA components.

Provides timezone-aware utilities for MES/MGC futures trading sessions, enabling session-based entry/exit, ORB, RTH detection, and global market overlap handling.

Identifies bugs, logic errors, race conditions, and edge cases in code to ensure robustness and reliability during development and review.

Conducts thorough code reviews to identify security vulnerabilities, performance bottlenecks, and quality issues in source code.

Enforces universal software development best practices including error handling, testing, and security standards to ensure code quality and maintainability.

Guides developers in selecting Git branch types (epic/feature/wave) based on work scope and Progressive Coherence principles for Lighthouse LM agentic development.

Validates new features against architectural patterns, ADRs, and technical standards to ensure conformance and prevent architectural drift.

Toolkit for testing local web applications using Playwright, including frontend verification, UI debugging, and screenshot capture.

Creates pull requests for collaborative code reviews and integration in version control systems.

Reviews code quality and identifies regression risks for complex implementations, refactors, and API changes.

Assists in writing production code during the TDD 'Green' phase, ensuring tests pass after implementation.