1. Software Development

Enforces strict type checking in code, eliminating any, unknown, or untyped variables to ensure type safety in typed programming languages.

Prevents deferred work in code by eliminating TODOs, FIXMEs, and unapproved postponements, requiring immediate action or explicit permission.

Enforces mandatory 7-criteria code review with GitHub artifact posting, blocking PR creation until completion.

Provides a structured 13-step development process integrating GitHub issue tracking, branching, TDD, code review, and CI verification.

Spawns isolated worker processes for autonomous task execution, enabling parallel processing and monitoring via TaskOutput while optimizing token usage.

Caches GitHub project metadata at session start to prevent API rate limits, mandatory for all subsequent GitHub operations.

Transforms product requirements into technical architecture designs, including system design, tech stack selection, and deployment strategies.

Generates idiomatic functional options for Go structs using the options-gen library, improving code maintainability and readability.

Guides Go programming decisions per Google Style Guide, covering naming, error handling, and language usage.

Automates Git branch management following the Gitflow workflow, enforcing naming conventions and synchronization policies for releases and hotfixes.

Provides expert guidance on Go architecture, API design, concurrency, performance, testing, and cloud-native practices for large-scale systems using Go 1.24+.

Guides implementation of GitHub Flow branching model for continuous deployment, ensuring 'main' branch is always deployable.

Enforces Uber's Go style guide for consistent, idiomatic, and safe Go code development and refactoring.

Provides expert guidance on Go programming best practices including naming, error handling, performance, and testing for maintainable and efficient code.

Enforces high-quality standards in Go repositories through CI/CD, linting, and agent-friendly development practices.

Ensures Go code complies with Google's style guide for clarity, simplicity, and maintainability through writing, refactoring, and review.

Generates, validates, and enforces commit messages adhering to the Conventional Commits specification for consistent versioning and changelog generation.

Generates conventional commit messages with collaborative attribution, ensuring standardized and readable version control history for development teams.

Provides a 7-stage feature development workflow including architecture design, implementation, and code review using MCP agents and ultrathink for complex feature implementation.

Systematic workflow for analyzing requirements, exploring codebases, and planning implementations before development for features, APIs, and database design.

Guides publishing Python packages to PyPI, including version management, API token usage, and automated workflows for new releases and updates.

Comprehensive tool for Victoria 3 mod development, including content creation, debugging, and file structure management.

Toolkit enabling AI agents to autonomously debug Python code using programmatic breakpoint insertion, conditional breakpoints, and AST-based suggestions without IDE support.

Comprehensive guide for developing Model Context Protocol (MCP) servers, covering creation, implementation, testing, and setup of stdio/SSE-based server configurations.