1. Software Development

Validates consistency between API specifications, ERD, and DDL documents to prevent integration issues and ensure design alignment.

Generates new code snippets, files, and project structures for software development workflows.

Monitors API integrations with Parallel Monitor API during application development.

Tracks customizations in Git forks and synchronizes upstream updates while preserving user modifications.

Automates code quality checks via linting and static analysis to enforce syntax correctness and coding standards after every modification.

Assists developers in implementing tasks from OpenSpec change specifications, supporting start, continuation, and progression through implementation steps.

Provides standardized patterns for Next.js App Router, including API routes, server components, and project conventions.

Automates safe committing of AI-generated code changes by detecting mixed edits, staging only agent modifications, and using model-prefixed commit messages.

Guides Git workflow for branches, commits, and pull requests using conventional commit conventions.

Generates React and Tailwind CSS UI code from text descriptions or image screenshots using Gemini's multimodal capabilities.

Provides targeted assistance for Payload CMS development, including configuration, debugging, and API usage within Node.js projects.

Resolves common development issues including port conflicts, CSV parsing errors, build failures, and log configuration in dev environments.

Creates and runs unit tests for business logic and Svelte components using Vitest, ensuring isolated functionality verification.

Provides utilities for writing, optimizing, and debugging high-performance GPU kernels in TileLang for AI workloads across multiple hardware platforms.

Manages URL query state in React applications, enabling sync of search parameters, filters, and pagination with browser URL for Next.js, Remix, and React Router.

Provides implementation guidance for shadcn/ui components, including Button, Dialog, Form, DataTable, and utility functions like cn, following modern React patterns.

Assists in developing Svelte 5 and SvelteKit applications using Runes and modern patterns.

Applies Feature-Sliced Design (FSD) to organize frontend code, set up project structure, and fix import violations in React/Next.js/Vue projects.

Provides type-safe API development guidelines for Next.js applications using tRPC v11, enabling seamless integration and reduced errors.

End-to-end implementation of full-stack features using Laravel/Inertia/React or Python/FastAPI/LangChain, including CRUD operations and controller-page wiring.

Automates full TDD workflow for new features and modifications, from design documentation to implementation and testing.

Develops and tests UI components in isolation using Storybook with visual regression and interaction testing via Chromatic.

Guides implementation of Next.js Cache Components and Partial Prerendering (PPR) patterns, optimizing data fetching and caching in server components.

Provides best practices for writing clean, maintainable Node.js code including Express, database interactions, and testing with Jest.