1. Software Development

Enforces exclusive use of pnpm for package management, blocking npm and yarn commands during dependency installation and script execution.

Executes an AI-driven development workflow with planning, implementation, multi-layer code review, automated fixes, and PR creation for features and refactorings.

Manually installs Claude Code plugins when automatic installation fails, ensuring development environment functionality.

Enforces code quality standards through SOLID principles, design patterns, refactoring, and code smell detection to improve maintainability and reduce technical debt.

Guides implementation of testing strategies including test pyramid, TDD, and CI/CD integration for robust software development.

Provides a scientific debugging methodology including hypothesis testing, root cause analysis, and systematic bug investigation techniques.

Provides REST API design patterns, OpenAPI specifications, versioning, authentication, and security best practices for backend services.

Provides modern frontend architecture patterns for React, Next.js, and TypeScript, covering component composition, state management, performance, accessibility, and responsive design.

Architects Rust applications through domain modeling, async patterns, and multi-crate workspace structuring with comprehensive documentation for team collaboration.

Enables high-performance text search, file operations, and safe batch code refactoring using Rust-based tools like ripgrep and fd.

Provides Rust project analysis, Cargo package management, and crate operations for streamlined development workflows.

Provides Git integration with LangGraph workflow support, Smart Commit V2, and Spec-Awareness for enhanced version control in development.

Provides core file I/O operations (read, write, list) for managing files within a codebase during development.

Provides self-evolving code refinement capabilities, automatically optimizing and improving code structure and performance.

Enforces coding standards, license headers, build configuration rules, and SkiaSharp version constraints for the XerahS project.

Standardizes software development workflows with semantic versioning, commit message conventions, and multi-agent coordination guidelines.

Provides platform abstraction rules, porting guidelines, and architecture standards for XerahS to enable consistent cross-platform development.

Analyzes version control history to identify code evolution patterns, aiding in refactoring and understanding project development trends.

Analyzes software architecture to identify patterns and assess quality, ensuring robust and maintainable system design.

Implements Test-Driven Development (TDD) workflows with Ruby and RSpec to produce reliable, maintainable code.

Analyzes test suites for coverage, quality, and effectiveness to ensure robust software testing practices.

Provides expert usage of AIDP's Ruby planning utilities for data transformation and processing tasks.

Performs detailed code quality analysis, identifying issues and providing actionable feedback for development teams.

Runs code formatting, linting, typechecking, and tests to validate changes and troubleshoot CI failures.