How does it determine the output language?

The skill checks the aico.json file in your project root for a language field; if not found, it defaults to English.

Will it overwrite my existing documentation?

If a constraints.md file already exists, the skill will explicitly ask for your permission to overwrite it or skip the step.

What files does the aico-backend-init skill create?

The skill creates a directory at docs/reference/backend/ containing a constraints.md file and a tasks/ subdirectory.

Does it support multiple programming languages?

Yes, it guides you through selecting between Node.js, Python, Go, Rust, and other popular backend runtimes.

AICO Backend Initializer

Name: AICO Backend Initializer
Author: yellinzero

byyellinzero

0•

API 开发

Initializes backend development environments by establishing tech stack constraints and standardized project documentation.

AICO Backend Initializer is a specialized skill for Claude Code designed to streamline the foundational setup of backend services. It automates the creation of essential directory structures and documentation, specifically generating a comprehensive constraints file that governs the project's architectural standards. By guiding developers through critical tech stack decisions—including language, framework, database, and ORM selection—it ensures that every backend project begins with a clear, machine-readable reference that keeps the AI and development team aligned with established conventions.

主要功能

01Automated creation of standardized backend constraints documentation

020 GitHub stars

03Guided tech stack selection for languages, frameworks, and databases

04Template-based constraint generation for architectural consistency

05Unified document header generation with project metadata

06Automatic directory structure initialization for backend tasks

使用场景

01Onboarding AI agents to a project by providing clear architectural rules

02Starting a new backend service and needing to define the technology roadmap

03Standardizing documentation across multiple microservices

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add yellinzero/aico aico-backend-init

For use in Claude.ai and ChatGPT

Download Skill