1. Software Development

Provides Vitest-specific patterns for mocking, hooks, and configuration to streamline test development.

Enforces universal coding standards to ensure clean, consistent, and maintainable code across all programming languages and projects.

Provides standardized guidelines for creating FastAPI endpoints and validating data with Pydantic schemas.

Provides REST API design standards and Next.js Route Handler pattern for efficient API endpoint development and implementation.

Standardizes Git commit and push procedures for the Cycle Navigator Dashboard repository, ensuring consistent code versioning and deployment.

Orchestrates end-to-end feature development through coordinated agent workflows, covering discovery, design, implementation, and review phases.

Searches GitHub repositories for code implementations, enabling developers to locate API endpoints, type definitions, and related backend/frontend code efficiently.

A two-pass code review system using junior and senior personas to identify issues before code is presented to the developer.

Provides reusable design patterns and best practices for building React Native applications using Expo and bare React Native environments.

Provides structured patterns for building tRPC APIs using Vertical Slice Architecture, enhancing code organization and maintainability.

Assists in modifying the Sparks plugin, debugging hooks, adding knowledge categories, and understanding knowledge capture mechanisms.

Provides reusable patterns for Drizzle ORM in TypeScript projects, including schema definitions, query patterns, and migration strategies.

Integrates Vercel AI SDK v6 with Vue.js for client-side AI features like chat interfaces and text completions using composables.

Provides reusable patterns for frontend components, state management, and data fetching in any frontend application.

Reviews code plans using multiple AI models (Codex, Gemini) against the codebase, then integrates feedback for improved implementation.

Provides proven refactoring patterns to enhance code structure, eliminate duplication, and improve readability for cleaner, maintainable code.

Provides iOS-specific code patterns for Swift and SwiftUI to streamline application development and maintain code consistency.

Automates git commit with pre-commit tests and automatic changelog updates for quality code changes.

Reviews code differences (including uncommitted changes) against main branch or PRs from five perspectives for pre-commit and PR review checks.

Creates high-quality, distinctive frontend code for web components, pages, and applications, avoiding generic AI patterns and ensuring production readiness.

Provides reusable patterns for implementing WCAG 2.1 AA compliant web accessibility in user interfaces during development.

Provides reusable patterns for building robust backend services with standardized API design, error handling, and security practices.

Provides standardized Git branch strategy and commit conventions for branch management, commit messages, and pull request creation.

Automates code linting and static analysis to maintain quality and fix style issues.