Can this skill be used as a template for other projects?

Absolutely. While based on the Zenith platform, it is designed to be a customizable template for any project requiring structured guidelines.

How does it improve AI integration?

The skill provides specific code patterns for Anthropic's Claude API, focusing on tool calling and structured output using Pydantic models.

What tech stack does this project guideline skill support?

It is optimized for a modern stack including Next.js 15 (App Router), FastAPI (Python 3.11), Supabase (PostgreSQL), and Google Cloud Run deployment.

Does it include testing standards?

Yes, it mandates 80% coverage and provides specific test structures for backend pytest and frontend Playwright or React Testing Library.

AI Project Architecture & Guidelines

Name: AI Project Architecture & Guidelines
Author: GTAStudio

byGTAStudio

0•

学习与文档

Provides a comprehensive blueprint for building and maintaining production-ready AI applications using Next.js, FastAPI, and Supabase.

This skill acts as a gold-standard template for project-specific documentation, offering a unified architectural overview and implementation patterns for modern full-stack AI applications. It helps developers maintain consistency by defining clear file structures, standardized API response formats, and robust testing requirements while ensuring seamless integration with the Claude API. Ideal for teams looking to codify their development workflow from frontend hooks to deployment pipelines on Google Cloud Run, ensuring high code quality and maintainability through enforced TDD and immutability rules.

主要功能

01Pre-defined API response models for Pydantic and TypeScript

02Standardized full-stack architecture for Next.js 15 and FastAPI

03Automated deployment strategies for Google Cloud Run and Vercel

040 GitHub stars

05Structured Claude API integration patterns with tool calling

06Comprehensive testing workflows using Playwright and pytest

使用场景

01Enforcing Test-Driven Development (TDD) and 80% code coverage requirements

02Onboarding developers to a consistent full-stack architectural pattern

03Setting up a new production-grade AI project with standardized conventions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add gtastudio/copilot-api-rust project-guidelines-example

For use in Claude.ai and ChatGPT

主要功能

01Pre-defined API response models for Pydantic and TypeScript

02Standardized full-stack architecture for Next.js 15 and FastAPI

03Automated deployment strategies for Google Cloud Run and Vercel

040 GitHub stars

05Structured Claude API integration patterns with tool calling

06Comprehensive testing workflows using Playwright and pytest

使用场景

01Enforcing Test-Driven Development (TDD) and 80% code coverage requirements

02Onboarding developers to a consistent full-stack architectural pattern

03Setting up a new production-grade AI project with standardized conventions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add gtastudio/copilot-api-rust project-guidelines-example

For use in Claude.ai and ChatGPT