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Repository-Aware Generation
The key differentiator: standards that actually understand your codebase.
What makes standards repository-aware?
Traditional AI coding rules are generic. Repository-aware standards analyze your actual dependencies and generate rules that reflect your specific tech stack. When you paste your package.json, we detect frameworks, databases, validation libraries, and more. The generated standards reference these specific technologies and explain how they should work together.
Detection capabilities
- Frameworks: Next.js App Router, React, Vue, Svelte, Angular
- Styling: Tailwind CSS, Styled Components, Emotion, Sass
- Databases: Prisma ORM, Drizzle, Mongoose, TypeORM
- Validation: Zod, Yup, Joi, Valibot
- Backend: Express, Fastify, Hono, NestJS
Generic vs Repository-aware
Generic (bad)
“Write clean, maintainable code.”
Repository-aware (good)
“Prefer Server Components by default. Detected Next.js App Router — Server Components reduce client bundle size and improve data fetching consistency.”