CODE PATTERNS
37 reference implementations. Match these shapes when you write.
These aren't suggestions. They're battle-tested shapes that every agent knows how to read. Write your code to match these patterns and the whole team can review, test, and extend it without asking what you meant.
StarkWEB
The foundation. Every web app starts here.
api-route.tsAPI Route4 frameworksValidation, auth, service call, consistent response format.
export async function POST(req: NextRequest) {
const body = schema.parse(await req.json())
const result = await service.create(body)
return NextResponse.json(result)
}service.tsService4 frameworksBusiness logic, ownership checks, typed errors.
export class ProjectService {
async create(data: CreateInput): Promise<Project> {
// ownership check, validation, persist
}
}component.tsxComponent4 frameworksLoading, empty, error, success states. Keyboard accessible.
export function ProjectList({ projects }: Props) {
if (!projects) return <Skeleton />
if (projects.length === 0) return <Empty />
return <ul role="list">...</ul>
}middleware.tsMiddleware4 frameworksAuth, request logging, rate limiting.
export function withAuth(handler: Handler) {
return async (req: NextRequest) => {
const session = await getSession(req)
if (!session) return unauthorized()
return handler(req, session)
}
}error-handling.tsError Handling4 frameworksCanonical error strategy — single source of truth.
export class ApiError extends Error {
constructor(
public code: ErrorCode,
message: string,
public status: number = 500
) { super(message) }
}job-queue.tsJob Queue4 frameworksBackground jobs: idempotency, retry, dead letter queue.
export async function processJob(job: Job) {
if (await isProcessed(job.id)) return // idempotent
try { await execute(job) }
catch { await retry(job) }
}multi-tenant.tsMulti-Tenant4 frameworksWorkspace scoping, tenant isolation, role-based access.
export function scopedQuery<T>(workspace: string) {
return db.query<T>()
.where('workspace_id', workspace)
// tenant isolation enforced
}sse-endpoint.tsSSE EndpointNext.jsServer-Sent Events: lifecycle, keepalive, timeout, and React hook.
export function GET(req: NextRequest) {
const stream = new ReadableStream({
start(controller) {
const send = (data: string) =>
controller.enqueue(`data: ${data}\n\n`)
}
})
}third-party-script.tsThird-Party ScriptTypeScriptExternal script loading with 3 states: loading, ready, error.
type ScriptState = 'loading' | 'ready' | 'error';
function loadScript(src: string) {
const el = document.createElement('script');
el.onload = () => state = 'ready';
el.onerror = () => state = 'error';
}combobox.tsxCombobox2 frameworksAccessible combobox with value source management, keyboard nav, async search.
function useCombobox<T>(options: ComboboxOptions<T>) {
const [isOpen, setIsOpen] = useState(false)
const [query, setQuery] = useState("")
// Two value sources: display vs search
}MOBILE
Take the forge mobile.
mobile-screen.tsxMobile ScreenReact NativeReact Native screen with safe area, Dynamic Type, and 4 states.
export function ProfileScreen() {
const insets = useSafeAreaInsets()
const { data, error, loading } = useProfile()
if (loading) return <ScreenSkeleton />
}mobile-service.tsMobile ServiceReact NativeOffline-first data with sync queue, conflict resolution, and retry.
export class OfflineService {
async read(id: string) {
return localStore.get(id) ?? await api.fetch(id)
}
}GAME
Real-time. Frame-perfect.
game-loop.tsGame LoopTypeScriptFixed-timestep game loop with interpolation, pause/resume, and frame budgets.
class GameLoop {
tick(dt: number) {
this.accumulator += dt
while (this.accumulator >= STEP) {
this.update(STEP)
}
}
}game-state.tsGame StateTypeScriptHierarchical state machine with enter/exit hooks, history, and save/load.
class StateMachine {
transition(to: string) {
this.current.exit()
this.current = this.states[to]
this.current.enter()
}
}game-entity.tsGame Entity (ECS)TypeScriptEntity Component System with component stores, systems, and object pooling.
class World {
createEntity(): number {
return this.nextId++
}
addComponent<T>(entity: number, type: string, data: T) {
this.stores[type].set(entity, data)
}
}SYSTEMS
Infrastructure that runs itself.
ad-platform-adapter.tsAd Platform AdapterTypeScriptSplit interface: setup (interactive) + runtime adapter + read-only daemon.
interface AdPlatformAdapter {
createCampaign(config: CampaignConfig): Promise<Campaign>
getCampaignMetrics(id: string): Promise<Metrics>
pauseCampaign(id: string): Promise<void>
}financial-transaction.tsFinancial TransactionTypeScriptBranded Cents type, hash-chained append log, atomic writes, per-project path resolution.
type Cents = number & { __brand: "cents" };
function toCents(dollars: number): Cents {
return Math.round(dollars * 100) as Cents;
}daemon-process.tsDaemon ProcessTypeScriptPID management, Unix socket API, job scheduler, signal handling, per-project configuration.
class Daemon {
async start() {
this.writePid();
this.startSocket();
this.scheduleJobs();
process.on("SIGTERM", () => this.shutdown());
}
}revenue-source-adapter.tsRevenue Source AdapterTypeScriptRead-only revenue interface with Stripe + Paddle reference implementations.
interface RevenueAdapter {
getTransactions(since: Date): Promise<Transaction[]>
getBalance(): Promise<Cents>
getSubscriptionMRR(): Promise<Cents>
}oauth-token-lifecycle.tsOAuth Token LifecycleTypeScriptRefresh at 80% TTL, failure escalation, vault integration.
class TokenManager {
async getToken(): Promise<string> {
if (this.shouldRefresh()) await this.refresh();
return this.accessToken;
}
}outbound-rate-limiter.tsOutbound Rate LimiterTypeScriptToken bucket for external API calls with per-platform limits.
class RateLimiter {
async acquire(): Promise<void> {
while (this.tokens <= 0) {
await this.waitForRefill();
}
this.tokens--;
}
}database-migration.tsDatabase MigrationTypeScriptSafe migrations: backward-compatible adds, batched ops, rollback.
// Safe column add: nullable first, backfill, constrain
await db.schema.alterTable('users', (t) => {
t.string('email_verified').nullable();
});
await batchUpdate('users', setDefault);data-pipeline.tsData PipelineTypeScriptETL pipeline: typed stages, checkpoint/resume, quality checks.
const pipeline = new Pipeline([
extract(source),
validate(schema),
transform(normalize),
load(destination),
]);
await pipeline.run({ checkpoint: true });backtest-engine.tsBacktest EngineTypeScriptWalk-forward backtesting: no-lookahead, slippage, metrics.
const engine = new BacktestEngine(strategy);
const result = await engine.run(historicalData, {
slippage: 0.001,
commission: 0.0005,
});
console.log(result.sharpeRatio);execution-safety.tsExecution SafetyTypeScriptTrading execution: order validation, position limits, paper/live toggle.
const order = validateOrder({
symbol: 'BTC/USDT',
side: 'buy',
size: 0.1,
}, exchangeRules);
await executor.submit(order);e2e-test.tsE2E Test2 frameworksPlaywright E2E + axe-core a11y: page objects, auth helpers, network mocks, CWV measurement.
test('homepage loads and is accessible', async ({ page }) => {
await page.goto('/');
await expect(page.getByRole('heading')).toBeVisible();
const results = await new AxeBuilder({ page }).analyze();
expect(results.violations).toHaveLength(0);
});browser-review.tsBrowser Review2 frameworksBrowser intelligence: console errors, behavioral walkthroughs, a11y audit, visual inspection.
async function browserReview(page: Page) {
const errors: string[] = [];
page.on('console', m => {
if (m.type() === 'error') errors.push(m.text());
});
await page.goto('/');
return { errors, screenshot: await page.screenshot() };
}stablecoin-adapter.tsStablecoin Adapter2 frameworksStablecoin off-ramp: Circle USDC adapter, transfer lifecycle, settlement.
interface StablecoinAdapter {
getBalance(): Promise<BalanceCents>;
initiateOfframp(amount: Cents): Promise<Transfer>;
getTransferStatus(id: string): Promise<TransferState>;
}ad-billing-adapter.tsAd Billing Adapter2 frameworksAd platform billing: invoice reads, debit tracking, spend projection.
type BillingCapability =
| 'FULLY_FUNDABLE'
| 'MONITORED_ONLY'
| 'UNSUPPORTED';
interface AdBillingAdapter {
classifyBilling(): Promise<BillingCapability>;
getInvoices(): Promise<Invoice[]>;
}funding-plan.tsFunding Plan2 frameworksTreasury funding pipeline: state machine, policy engine, rebalancing.
type FundingPlanState =
| 'DRAFT' | 'APPROVED'
| 'EXECUTING' | 'SETTLED' | 'FAILED';
interface FundingPlan {
id: string;
state: FundingPlanState;
amountCents: Cents;
reason: string;
}kongo-integration.tsKongo Integration2 frameworksLanding page engine: authenticated client, from-PRD page generation, growth signal polling, webhook handlers.
interface KongoClientConfig {
apiKey: string; // ke_live_ prefix, vault-sourced
baseUrl?: string; // Default: https://kongo.io/api/v1
rateLimitPerMinute?: number;
}AI
The intelligence layer.
ai-orchestrator.tsAI OrchestratorTypeScriptAgent loop, tool use, retry, circuit breaker, fallback.
async function agentLoop(messages: Message[]) {
for (let i = 0; i < MAX_ITERATIONS; i++) {
const response = await model.complete(messages);
if (response.stopReason === 'end_turn') return;
// Execute tool calls, append results
}
}ai-classifier.tsAI ClassifierTypeScriptClassification with confidence thresholds, human fallback.
async function classify(input: string) {
const { label, confidence } = await model.classify(input);
if (confidence > 0.9) return autoAct(label);
if (confidence > 0.7) return softAct(label);
return humanReview(input);
}ai-router.tsAI RouterTypeScriptIntent-based routing with fallback chains.
const intents = ['create_order', 'check_status', 'cancel'] as const;
async function route(input: string) {
const intent = await detectIntent(input, intents);
return handlers[intent](input);
}prompt-template.tsPrompt TemplateTypeScriptVersioned prompts with variable injection, testing.
const template = new PromptTemplate({
version: '1.2',
text: 'Classify this {{category}}: {{input}}',
variables: ['category', 'input'],
});ai-eval.tsAI EvalTypeScriptGolden datasets, scoring, regression detection.
const suite = new EvalSuite('classifier-v2', [
{ input: 'refund please', expected: 'refund' },
{ input: 'where is my order', expected: 'status' },
]);
await suite.run(classifyFn);ai-tool-schema.tsAI Tool SchemaTypeScriptType-safe tool definitions with provider adapters.
const searchTool = defineTool({
name: 'search',
description: 'Search the knowledge base',
parameters: z.object({ query: z.string() }),
execute: async ({ query }) => search(query),
});