1. Software Development

Ensures high-quality agent outputs and codebase reliability through comprehensive truth scoring, code quality verification, and automatic rollback at 0.95 accuracy threshold.

Generates C4 architecture diagrams using PlantUML for visualizing software design, including context, container, component, and sequence diagrams.

Applies Sun Lab's Python coding conventions including docstrings, type annotations, naming, and formatting standards for consistent code quality.

Enables making REST API calls in C# with support for all HTTP methods, headers, authentication, and request bodies for data fetching and endpoint testing.

Enables implementation of Language Server Protocol features including diagnostics, completions, hover, and editor integration for code editors.

Creates human-first API specifications via .omg.md files that compile to OpenAPI 3.1, simplifying API design workflows.

Automates development workflows through intelligent hooks, Git integration, and memory coordination for enhanced code operations and learning from Claude Code.

Provides comprehensive code reviews focusing on logic, security, performance, and adherence to best practices and project guidelines.

Creates a new project-specific command file in .claude/commands/ directory, triggered by natural language requests to add or create commands.

Enforces consistent coding conventions and patterns across the mymind codebase to maintain code quality and readability.

Provides in-depth exploration of a codebase to understand project structure, architecture, key components, and patterns at the start of a coding session.

Guides adding new feature modules, REST endpoints, and business logic components in a Go project following Clean Architecture principles.

Generates mock implementations for unit testing using mockery, enabling test double setup and interface updates.

Creates REST API endpoints with validation, error handling, and Swagger documentation for seamless backend integration.

Builds distinctive UI components and pages for React and TailwindCSS applications, avoiding generic design patterns.

Creates distinctive, production-ready frontend interfaces using React, Tailwind CSS v4, and Motion animations to avoid generic AI aesthetics.

Generates realistic test data using a declarative Vague language with constraints and cross-references.

Provides tools for developing VS Code extensions, including TextMate grammars, language configuration, and extension manifest setup.

Reviews Go code for Clean Architecture, Go best practices, and project conventions, ensuring code quality in pull requests.

Manages database schema changes via versioned migrations using golang-migrate, supporting table creation, schema modifications, and column additions.

Generates unit and integration tests for Go applications using testify, go-sqlmock, and mockery for repositories, use cases, and handlers.

Fetches up-to-date library and API documentation via Context7 MCP to ensure accurate code generation for third-party dependencies, with source citations.

Enables creation of structured command-line interfaces with Commander.js for Node.js applications, handling commands, options, and help text.

Creates and edits TextMate grammar files for VS Code syntax highlighting, defining patterns, scopes, and tokenization rules.