Code Examples
See the production-quality code SKYCOT generates for every build.
Archetype Detection
When you describe your app, SKYCOT matches it to the best archetype with a confidence score. This determines which pre-built patterns to apply.
// User input: "I want a marketplace where artists can sell digital art"// SKYCOT archetype detection output:{ "archetype": "marketplace", "confidence": 0.92, "tier": 1, "suggestedFeatures": [ "product-listings", "seller-profiles", "search-filtering", "reviews-ratings", "payment-processing" ], "questionsToAsk": 4}Generated React Component
Every component follows SKYCOT coding standards: typed props interface, functional component, Tailwind classes with the cn() utility, and proper accessibility attributes.
1import { cn } from "@/lib/utils";23interface ProductCardProps {4 title: string;5 price: number;6 imageUrl: string;7 sellerName: string;8 rating: number;9 className?: string;10}1112export function ProductCard({13 title,14 price,15 imageUrl,16 sellerName,17 rating,18 className,19}: ProductCardProps) {20 return (21 <div22 className={cn(23 "group overflow-hidden rounded-xl border border-zinc-200",24 "transition-shadow hover:shadow-lg dark:border-zinc-700",25 className26 )}27 >28 <div className="aspect-square overflow-hidden bg-zinc-100">29 <img30 src={imageUrl}31 alt={title}32 className="h-full w-full object-cover transition-transform group-hover:scale-105"33 />34 </div>35 <div className="p-4">36 <h3 className="font-semibold text-zinc-900 dark:text-white">37 {title}38 </h3>39 <p className="mt-1 text-sm text-zinc-500">by {sellerName}</p>40 <div className="mt-3 flex items-center justify-between">41 <span className="text-lg font-bold text-zinc-900 dark:text-white">42 ${price.toFixed(2)}43 </span>44 <span className="text-sm text-zinc-500">45 {"\u2605"} {rating.toFixed(1)}46 </span>47 </div>48 </div>49 </div>50 );51}Generated tRPC API Route
API routes use tRPC with Zod input validation and Drizzle ORM queries. Every async function has error handling and typed responses.
1import { z } from "zod";2import { eq, desc, and, ilike } from "drizzle-orm";3import { protectedProcedure } from "@/server/trpc/trpc";4import { db } from "@/server/db";5import { products } from "@/server/db/schema/products";6import { TRPCError } from "@trpc/server";78export const listProducts = protectedProcedure9 .input(10 z.object({11 page: z.number().int().min(1).default(1),12 limit: z.number().int().min(1).max(50).default(20),13 search: z.string().optional(),14 sellerId: z.string().uuid().optional(),15 })16 )17 .query(async ({ input }) => {18 try {19 const offset = (input.page - 1) * input.limit;20 const conditions = [];2122 if (input.search) {23 conditions.push(ilike(products.title, `%${input.search}%`));24 }25 if (input.sellerId) {26 conditions.push(eq(products.sellerId, input.sellerId));27 }2829 const items = await db30 .select()31 .from(products)32 .where(conditions.length > 0 ? and(...conditions) : undefined)33 .orderBy(desc(products.createdAt))34 .limit(input.limit)35 .offset(offset);3637 return { items, page: input.page, limit: input.limit };38 } catch {39 throw new TRPCError({40 code: "INTERNAL_SERVER_ERROR",41 message: "Failed to fetch products",42 });43 }44 });Generated Drizzle Schema
Database schemas are generated with proper column types, foreign keys, constraints, and performance indexes.
1import {2 pgTable,3 uuid,4 text,5 numeric,6 integer,7 timestamp,8 index,9} from "drizzle-orm/pg-core";10import { users } from "./users";1112export const products = pgTable(13 "products",14 {15 id: uuid("id").defaultRandom().primaryKey(),16 sellerId: uuid("seller_id")17 .notNull()18 .references(() => users.id, { onDelete: "cascade" }),19 title: text("title").notNull(),20 description: text("description").notNull(),21 price: numeric("price", { precision: 10, scale: 2 }).notNull(),22 imageUrl: text("image_url"),23 category: text("category").notNull(),24 rating: numeric("rating", { precision: 3, scale: 2 }).default("0"),25 reviewCount: integer("review_count").default(0),26 status: text("status", { enum: ["active", "draft", "sold"] })27 .notNull()28 .default("draft"),29 createdAt: timestamp("created_at").defaultNow().notNull(),30 updatedAt: timestamp("updated_at").defaultNow().notNull(),31 },32 (table) => [33 index("products_seller_idx").on(table.sellerId),34 index("products_category_idx").on(table.category),35 index("products_status_idx").on(table.status),36 ]37);Generated Test File
Tests are generated before implementation code using the AgentCoder pattern. This test-first approach achieves production-quality output on first generation.
1// This test was generated BEFORE the implementation code.2// The code agent implements until these tests pass.34import { describe, it, expect, vi, beforeEach } from "vitest";56// Mock the database7vi.mock("@/server/db", () => ({8 db: {9 select: vi.fn().mockReturnThis(),10 from: vi.fn().mockReturnThis(),11 where: vi.fn().mockReturnThis(),12 orderBy: vi.fn().mockReturnThis(),13 limit: vi.fn().mockReturnThis(),14 offset: vi.fn().mockResolvedValue([]),15 },16}));1718describe("listProducts", () => {19 beforeEach(() => {20 vi.clearAllMocks();21 });2223 it("returns paginated products with default params", async () => {24 const result = await caller.listProducts({25 page: 1,26 limit: 20,27 });28 expect(result).toHaveProperty("items");29 expect(result).toHaveProperty("page", 1);30 expect(result).toHaveProperty("limit", 20);31 expect(Array.isArray(result.items)).toBe(true);32 });3334 it("filters products by search term", async () => {35 const result = await caller.listProducts({36 page: 1,37 limit: 20,38 search: "digital art",39 });40 expect(result.items).toBeDefined();41 });4243 it("filters products by seller ID", async () => {44 const sellerId = "550e8400-e29b-41d4-a716-446655440000";45 const result = await caller.listProducts({46 page: 1,47 limit: 20,48 sellerId,49 });50 expect(result.items).toBeDefined();51 });5253 it("rejects invalid page numbers", async () => {54 await expect(55 caller.listProducts({ page: 0, limit: 20 })56 ).rejects.toThrow();57 });5859 it("rejects limit above maximum", async () => {60 await expect(61 caller.listProducts({ page: 1, limit: 100 })62 ).rejects.toThrow();63 });64});