1. Software Development

Provides token-efficient code analysis via 5-layer static analysis stack (AST, Call Graph, CFG, DFG, PDG) achieving 95% token savings.

Provides end-to-end testing capabilities for web applications, ensuring seamless integration across all components and user flows.

Enforces mandatory code quality checks and review before submission, ensuring all tests pass and code meets readability, modularity, and error-handling standards.

Enforces project-specific coding standards using pre-commit hooks and flake8 for consistent code formatting and style compliance.

Converts technical plans into working code with built-in verification to ensure accuracy and functionality.

Provides a structured template for defining non-functional requirements (NFRs) per ISO/IEC 25010, including metrics, thresholds, and testing methodologies.

Validates OpenSearch Dashboards development changes, including dev server setup, build error resolution, and runtime error checks.

Analyzes code for errors and optimizes it with type hints, documentation, and adherence to best practices.

Provides a reference for boundary error handling, including exception translation and null/None management during code design and review.

Enforces a mandatory end-to-end development workflow from requirements to quality gate, ensuring code quality, modularity, and error handling throughout the process.

Guide for implementing tool and lifecycle hooks in fast-agent agent cards for compaction, history management, and external service control.

Analyzes code for bugs, performance issues, and readability to provide optimization suggestions.

Enables applications to maintain core functionality during failures by providing clear, user-friendly error messages.

Enables real-time web features using SignalR, facilitating live data streaming and instant updates for web applications.

Guides implementation of Test-Driven Development by maintaining a test list and following the Red-Green-Refactor cycle, with reference to a dedicated TDD guide.

Analyzes repository structure, patterns, and documentation to help developers quickly understand a new codebase.

Converts tasks into structured EARS requirements, measurable acceptance criteria, quality scenarios, and test seeds for software planning.

Provides backend development utilities for WordPress, including PHP code, REST API endpoints, plugin architecture, and security best practices for the WordPress ecosystem.

Manages RPG-style identity stats (Strength, Wisdom, Charisma, Composure, Energy, Influence) and lever recommendations for game development.

Establishes engineering standards for code quality, commit conventions, documentation, and security patterns in software development.

Generates structured code task files from rough descriptions, ideas, or PDD plans following Amazon's code task format specification.

Enforces consistent code quality standards through style conventions, commit messages, documentation practices, and security patterns for engineering consistency.

Guides setup of Agentica server and Claude proxy with architecture, startup sequence, and debugging techniques.

Provides in-depth analysis of specific code segments to identify issues, improvements, and architectural patterns.