Does it generate test files?

Absolutely. It can scaffold tests for Jest, Vitest, Cypress, Playwright, or pytest based on the technologies detected in your codebase.

How does the Scaffolder know my coding standards?

The skill reads your project's local rule index and markdown documentation (e.g., .mdc files) to identify specific patterns before generating any code.

Can I use it for backend development?

Yes, it includes specialized logic for API routes and database models in frameworks like Next.js App Router, FastAPI, and Prisma.

What frameworks are supported out of the box?

It features deep integration for React, Next.js, FastAPI, and TypeScript, but can adapt to any framework by reading your project's custom rules.

Is the generated code ready for production?

While the code is highly compliant with your standards, it is intended as a high-quality starting point for you to implement specific business logic.

Rule-Aware Scaffolder

Name: Rule-Aware Scaffolder
Author: oimiragieo

byoimiragieo

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Productivity & Workflow

Generates standardized boilerplate and feature structures that automatically align with your project's specific coding rules and architectural patterns.

The Rule-Aware Scaffolder is a powerful utility designed to maintain codebase consistency by automating the creation of new components, API routes, and modules. Unlike generic generators, this skill dynamically parses your project's specific rule files (.mdc) to extract patterns such as naming conventions, directory structures, and framework-specific best practices. Whether you are bootstrapping a Next.js feature with server components or a FastAPI endpoint with Pydantic models, the Scaffolder ensures every new file is production-ready and fully compliant with your team's established standards, significantly reducing manual configuration and technical debt.

Key Features

01Dynamic pattern extraction from project-specific rule files

02Automated adherence to project naming and directory conventions

03Progressive rule loading to optimize context window usage

04Full module generation including types, tests, and barrel exports

05Framework-aware scaffolding for React, Next.js, FastAPI, and more

061 GitHub stars

Use Cases

01Creating consistent unit and integration test suites for existing logic

02Generating a complete Next.js feature module with routing and sub-components

03Bootstrapping validated FastAPI endpoints with dependency injection

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add oimiragieo/agent-studio scaffolder

For use in Claude.ai and ChatGPT

Download Skill