1. Software Development

Provides structured techniques for hypothesis testing, root cause analysis, and debugging to validate solutions and prove correctness in software development.

Creates TDD-ready Starknet/Cairo project skeletons from protocol specs, including interfaces, test infrastructure, and coverage validation without business logic implementation.

Provides a structured process for designing software projects and libraries, including creating design documents and architecture specifications before coding.

Enforces consistent file naming, branch patterns, and commit message formats according to a standardized style guide for software projects.

Automates creation of Git branches with standardized naming conventions for features, bug fixes, and development work.

Conducts comprehensive code reviews covering security, performance, testing, and design to ensure high-quality software delivery.

Manages GitHub pull request workflows including creation, review, merge, and stacked PRs with AI-generated descriptions.

Optimizes context management in Cursor IDE using summarization, @mentions for file inclusion, and @codebase discovery.

Configures IDE settings, MCP tools, and pytest with conditional activation, configuration hierarchy, and synchronization patterns for development environments.

Provides integration patterns for iterative AI development, covering TDD, debugging, context management, and memory persistence for Ralph loops.

Provides integrated file I/O, semantic code editing, and persistent memory management for seamless development workflows using Serena MCP.

Provides Nuxt 3 development patterns for testing components, middleware, and environment configuration with auto-import stubbing.

Creates TASKS.md with TDD workflow, Git Worktree, phase numbering, and task independence rules for organized software development.

Audits test coverage for new features, ensuring unit tests for service functions and integration tests for tRPC procedures are present before deployment.

Provides Python development utilities for type hints, pytest testing, uv package management, and import organization in virtual environments.

Runs pre-commit checks to validate TypeScript, tests, migrations, and prevent issues like console.log or hardcoded secrets in code.

Provides Martin Fowler's refactoring catalog and code smell detection for improving code structure without changing behavior.

Enforces universal coding standards for emoji usage, comments, datetime formatting, and file conventions across all development outputs.

Provides modern Python best practices covering type hints, dataclasses, async patterns, and pytest testing for robust code development.

Retrieves real-time technical documentation and code snippets from third-party libraries using the Context7 V2 API.

Enables backend API development with Cloudflare Workers, D1 database, and RESTful services for serverless applications.

Generates Supabase database migration scripts for schema changes including table additions, column updates, and structural modifications.

Reviews Drizzle ORM migration scripts for MySQL, checking for data loss, performance issues, missing indexes, and schema alignment.

Designs and implements RESTful APIs following best practices for endpoints, clients, and HTTP communication between frontend and backend systems.