Skip to main content
Back to skills
development
ClaudeCursorWindsurfCopilot

Code Generation Pipeline

Streamline boilerplate and scaffold generation with automatic validation. Trigger Cursor code generation, extract and organize generated code, validate against project standards, and auto-commit with proper attribution.

Automate code generation with Cursor. Trigger AI-powered generation, extract and organize files, validate against project standards, and commit with attribution.

cursorcode-generationautomationvalidationscaffolding
Share:
Version 1.0.0Updated Jan 27, 2026

Capabilities

Cursor integration for AI code generation
Code extraction and organization by type
Project-standards validation (lint, format, and types)
Auto-commit with attribution
Multi-file generation workflows

Use cases

Scaffolding React components with tests
Generating API endpoints and routes
Creating boilerplate for features
Automating test-suite generation
Batch file creation with validation

Try it

Example prompts to use with this skill

Prompt

Generate a Card component with TypeScript and tests

Output
I'll create a complete Card component with proper structure: 1. Generate files:
// src/components/Card/Card.tsx
interface CardProps {
  title: string;
  description: string;
  imageUrl?: string;
  onClick?: () => void;
}

export function Card({ title, description, imageUrl, onClick }: CardProps) {
  return (
    <div className="card" onClick={onClick}>
      {imageUrl && <img src={imageUrl} alt={title} />}
      <h3>{title}</h3>
      <p>{description}</p>
    </div>
  );
}
2. Validate: - ✓ ESLint passed - ✓ TypeScript check passed - ✓ Tests written and passing 3. Auto-commit:
git commit -m "feat(components): add Card component

Generated using Cursor AI
- TypeScript props interface
- Accessible markup
- Unit tests included

Co-authored-by: Cursor AI <cursor@cursor.sh>"
Prompt

Scaffold a REST API for user management

Output
Creating a complete user management API:
// src/api/users/users.controller.ts
import { Router } from 'express';
import { UsersService } from './users.service';

const router = Router();
const usersService = new UsersService();

router.get('/', async (req, res) => {
  const users = await usersService.findAll();
  res.json(users);
});

router.post('/', async (req, res) => {
  const user = await usersService.create(req.body);
  res.status(201).json(user);
});

export { router as usersRouter };
Generated structure: - users.controller.ts (HTTP handlers) - users.service.ts (business logic) - users.repository.ts (data access) - users.types.ts (TypeScript types) - __tests__/ (unit and integration tests) Validation: All linting, type checks, and tests passed ✓

Add to your AI assistant

Choose your AI assistant and run the command in your terminal

Claudecurl -fsSL https://raw.githubusercontent.com/n3wth/newth-skills/main/skills/code-generation-pipeline.md -o ~/.claude/skills/code-generation-pipeline.mdCopy
Cursorcurl -fsSL https://raw.githubusercontent.com/n3wth/newth-skills/main/skills/code-generation-pipeline.md -o ~/.cursor/skills/code-generation-pipeline.mdCopy
Windsurfcurl -fsSL https://raw.githubusercontent.com/n3wth/newth-skills/main/skills/code-generation-pipeline.md -o ~/.windsurf/skills/code-generation-pipeline.mdCopy
Copilotcurl -fsSL https://raw.githubusercontent.com/n3wth/newth-skills/main/skills/code-generation-pipeline.md -o ~/.copilot/skills/code-generation-pipeline.mdCopy

Discussions

Sign in with GitHub to join the discussion.

Loading...