End to End Feature Architect

    1

    Ensures full-stack type-safety by synchronizing Database, API, Types, and Frontend layers in order.

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    End to End Feature Architect

    Example session with this skill installed

    Architect a new 'Project' feature where users can create projects with a title, description, and status. Use Prisma and Next.js.

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    • Compiled the end to end
    I will now architect the Project feature across all four layers. ## Feature Blueprint * **DB Schema:** Add `Project` model to `schema.prisma` with `id`, `title`, `description`, `status` (enum), and `createdAt`. * **API Route:** `POST /api/projects` using Next.js Route Handlers with Zod validation. * **Shared Types:** Export `Project` and `CreateProjectInput` types derived from Prisma and Zod. * **Frontend Hook:** `useCreateProject` mutation hook using TanStack Query. ## Layer 1: Database Schema (Prisma) ```prisma enum ProjectStatus { PLANNING ACTIVE COMPLETED } model Project { id String @id @default(cuid()) title String description String? status ProjectStatus @default(PLANNING) createdAt DateTime @default(now()) updatedAt DateTime @updatedAt } ``` ## Layer 2: Backend API & Validation (Zod) ```typescript import { z } from 'zod'; import { NextResponse } from 'next/server'; import { prisma } from '@/lib/prisma'; const ProjectSchema = z.object({ title: z.string().min(1).max(255), description: z.string().optional(), status: z.enum(['PLANNING', 'ACTIVE', 'COMPLETED']).optional(), }); export async function POST(req: Request) { try { const json = await req.json(); const body = ProjectSchema.parse(json); const project = await prisma.project.create({ data: body }); return NextResponse.json({ success: true, data: project }); } catch (error) { return NextResponse.json({ success: false, error: 'Invalid input' }, { status: 400 }); } } ``` ## Layer 3: Shared Types ```typescript import { Project as PrismaProject } from '@prisma/client'; export type Project = PrismaProject; export type CreateProjectInput = z.infer; ``` ## Layer 4: Frontend Hook (TanStack Query) ```typescript import { useMutation, useQueryClient } from '@tanstack/react-query'; import { CreateProjectInput, Project } from '@/types'; export function useCreateProject() { const queryClient = useQueryClient(); return useMutation({ mutationFn: async (newProject: CreateProjectInput) => { const res = await fetch('/api/projects', { method: 'POST', body: JSON.stringify(newProject), }); if (!res.ok) throw new Error('Failed to create project'); return res.json(); }, onSuccess: () => { queryClient.invalidateQueries({ queryKey: ['projects'] }); }, }); } ``` **Next steps** 1. Run `npx prisma migrate dev --name add_project_model` to update your database. 2. Ensure the `prisma` client is exported from `@/lib/prisma`. 3. Import `useCreateProject` into your form component to start creating projects.

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    What you get

    Generate a synchronized 4-layer feature from a single prompt.Prevent type drift between the database and the frontend UI.Enforce strict Zod validation across API boundaries.Scaffold type-safe TanStack Query hooks based on backend schemas.

    About this skill

    The problem

    Developers often build full-stack features in silos, causing runtime errors when the frontend sends data the backend doesn't expect. Manual updates to types, schemas, and API routes lead to type drift and unvalidated inputs.

    What it does

    • Enforces a strict 4-layer synchronization process: Database, API, Shared Types, and Frontend UI.
    • Generates database schema updates using Prisma, Drizzle, or SQL as the single source of truth.
    • Implements Zod validation in API routes to ensure backend inputs match the database constraints.
    • Produces shared TypeScript interfaces derived directly from the schema to prevent manual typing errors.
    • Builds type-safe data-fetching hooks for the frontend using TanStack Query or custom fetch wrappers.

    Frameworks & tools

    TypeScript, Prisma, Drizzle, Zod, Next.js, TanStack Query, Express.

    Why this beats prompting it yourself

    Standard prompts often skip validation layers or fail to update the database schema, leaving you to manually bridge the gap. This skill forces a senior-level, contract-first workflow where every layer is derived from the database schema, ensuring the entire feature is type-safe before you even run it.

    Use cases

    • Adding a new user-generated content module to a SaaS platform.
    • Refactoring existing loosely-typed API endpoints to use strict Zod validation.
    • Building complex multi-step forms that require identical validation on client and server.
    • Scaffolding a new CRUD resource from the database up to the React hook.

    Known limitations

    Requires an existing TypeScript project structure. You must confirm the blueprint before code generation begins.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
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