What tech stack is this project blueprint designed for?

The blueprint is optimized for Next.js 15 (App Router), FastAPI (Python 3.11), Supabase (PostgreSQL), and Claude API integrations.

Can I adapt this skill for my own project's specific needs?

Yes, this skill is designed as a template. You can use it as a starting point and modify the architecture, rules, and patterns to match your project's unique requirements.

How does this skill handle AI-generated content?

It provides specific code patterns for using the Claude API with tool calling to ensure the AI returns structured, validated data via Pydantic models.

Does this skill enforce specific coding styles?

Yes, it enforces critical rules such as Test-Driven Development (TDD), immutability, 80% minimum test coverage, and strict file size limits to maintain code quality.

AI Full-Stack Project Blueprint

Name: AI Full-Stack Project Blueprint
Author: steven715

bysteven715

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API 개발

Provides a comprehensive architectural framework and coding standards for building production-grade AI applications using Next.js, FastAPI, and Supabase.

This skill acts as a master template for developers building modern AI-driven platforms, offering a battle-tested blueprint that spans the entire development lifecycle. It establishes standardized patterns for frontend and backend synchronization, provides specific implementations for Claude API tool calling with structured outputs, and enforces rigorous testing and deployment workflows. By following these guidelines, teams can ensure code consistency, high test coverage, and scalable infrastructure using technologies like Google Cloud Run and Next.js 15.

주요 기능

011 GitHub stars

02Pre-configured testing workflows for Pytest and React Testing Library

03Structured AI output patterns using Claude API and Pydantic models

04Production-ready architecture for Next.js 15 and FastAPI integration

05Standardized API response formatting for reliable frontend-backend communication

06Strict development rules including TDD enforcement and immutability

사용 사례

01Standardizing development workflows and file structures across a full-stack team

02Bootstrapping a new AI-powered SaaS application with best-practice architecture

03Implementing reliable, tool-based AI integrations with structured data validation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add steven715/cpp-claude-code project-guidelines-example

For use in Claude.ai and ChatGPT

Download Skill