What tech stack does this guideline cover?

It focuses on a modern production stack including Next.js 15 (App Router), FastAPI (Python 3.11), Supabase (PostgreSQL), and Anthropic's Claude API.

Does it include automated testing requirements?

Yes, it mandates a Test-Driven Development (TDD) approach with a minimum 80% code coverage requirement for both frontend and backend components.

Can I customize these guidelines for my own project?

Yes, this skill is designed as a template. You are encouraged to modify the file structures, technology choices, and coding rules to match your specific project needs.

How does this help with Claude AI integration?

It provides specific code patterns for achieving structured AI outputs using Pydantic models and Anthropic's tool-calling capabilities, ensuring reliable AI responses.

Full-Stack Project Guidelines Template

Name: Full-Stack Project Guidelines Template
Author: Nixdorfer

byNixdorfer

•

Learning & Documentation

Provides a comprehensive architectural blueprint and coding standards for full-stack applications using Next.js, FastAPI, and Claude AI integration.

This skill serves as a standardized template for project-specific guidelines, drawing from real-world production patterns used in AI-powered applications like Zenith. It equips developers with a structured framework covering system architecture, directory organization, type-safe API patterns, and testing protocols. By implementing these guidelines, teams can ensure consistency across frontend and backend codebases, streamline Claude AI integrations using structured outputs, and maintain high code quality through enforced Test-Driven Development (TDD) and coverage standards.

Key Features

01Detailed deployment checklists and commands for Google Cloud Run and Vercel.

02Pre-configured testing workflows for pytest and React Testing Library.

031 GitHub stars

04Standardized API response formats for consistent frontend-backend communication.

05Structured Claude AI integration patterns with Pydantic model validation.

06Comprehensive architecture overview for Next.js, FastAPI, and Supabase stacks.

Use Cases

01Enforcing Test-Driven Development (TDD) and 80% code coverage across development teams.

02Providing Claude with a clear project context to improve code generation accuracy.

03Bootstrapping new full-stack AI projects with production-grade architectural standards.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nixdorfer/claudecodetool project-guidelines-example

For use in Claude.ai and ChatGPT

Download Skill