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tooling

Generate production-ready code scaffolding for microservices with API endpoints, database schemas, and test suites.

4|Updated Dec 7, 2025
Search Tags:#automation#testing#architecture#microservices#scaffolding#boilerplate
One-click install
npx skills add https://github.com/grigb/gas-prompt-library --skill tooling-grigb
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: tooling
Source: https://github.com/grigb/gas-prompt-library/tree/main/agents/agent-tooling
Command: npx skills add https://github.com/grigb/gas-prompt-library --skill tooling-grigb

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the manual overhead of setting up new project foundations, ensuring that every new component or microservice starts with a robust, production-ready architecture.

Core Features & Use Cases

  • Automated Scaffolding: Generates complete, self-contained boilerplate including API endpoints, database schemas, and test suites.
  • Verification-First Design: Ensures all generated code is accompanied by passing tests, reducing the need for post-generation debugging.
  • Use Case: When starting a new microservice, use this Skill to instantly generate the entire project structure, including Pydantic models, SQLAlchemy migrations, and a full test suite, ready for immediate development.

Quick Start

Use the tooling skill to scaffold a new payment processing service with API endpoints, database models, and a full test suite based on the provided architectural requirements.

Frequently Asked Questions about tooling

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I scaffold a new microservice with API endpoints and database models?▼

Microservice scaffolding generates complete project structures, including Pydantic models, SQLAlchemy migrations, API endpoints, and a full test suite based on your provided architectural requirements.

How does automated boilerplate generation ensure new code is production-ready?▼

Automated boilerplate generation ensures production-readiness through a verification-first design that applies a five-phase protocol, validating specifications and mapping architecture before outputting code accompanied by passing automated tests.

Can I use this scaffolding tool to generate Pydantic models and SQLAlchemy migrations?▼

Yes, you can use this scaffolding tool to instantly generate Pydantic models and SQLAlchemy migrations, specifically when initializing new software components or data pipeline architectures.

What's the best way to initialize a data pipeline architecture without manual setup overhead?▼

The best way to initialize a data pipeline without manual overhead is using an automated scaffolding protocol that maps the architecture and generates self-contained boilerplate with passing tests.

Do I need to write tests manually after generating a new project structure?▼

No, you do not need to write tests manually after generating a project structure because the scaffolding process includes automated test suite creation to verify the generated code.

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