Design production-ready SDKs with retry logic, error handling, pagination, and multi-language support. Use when building client libraries for APIs or creating developer-facing SDK interfaces.
npx skills add https://github.com/ancoleman/ai-design-components --skill designing-sdks
Design client libraries (SDKs) with excellent developer experience through intuitive APIs, robust error handling, automatic retries, and consistent patterns across programming languages.
Use when building a client library for a REST API, creating internal service SDKs, implementing retry logic with exponential backoff, handling authentication patterns, creating typed error hierarchies, implementing pagination with async iterators, or designing streaming APIs for real-time data.
Organize SDK code hierarchically:
Client (config: API key, base URL, retries, timeout)
├─ Resources (users, payments, posts)
│ ├─ create(), retrieve(), update(), delete()
│ └─ list() (with pagination)
└─ Top-Level Methods (convenience)
Resource-Based (Stripe style):
const client = new APIClient({ apiKey: 'sk_test_...' })
const user = await client.users.create({ email: '[email protected]' })
Use for APIs <100 methods. Prioritizes developer experience.
Command-Based (AWS SDK v3):
import { S3Client, PutObjectCommand } from '@aws-sdk/client-s3'
await client.send(new PutObjectCommand({ Bucket: '...' }))
Use for APIs >100 methods. Prioritizes bundle size and tree-shaking.
For detailed architectural guidance, see references/architecture-patterns.md.
const user = await client.users.create({ email: '[email protected]' })
All methods return Promises. Avoid callbacks.
# Sync
client = APIClient(api_key='sk_test_...')
user = client.users.create(email='[email protected]')
# Async
async_client = AsyncAPIClient(api_key='sk_test_...')
user = await async_client.users.create(email='[email protected]')
Provide both clients. Users choose based on architecture.
client := apiclient.New("api_key")
user, err := client.Users().Create(ctx, req)
Use context.Context for timeout and cancellation.
const client = new APIClient({ apiKey: process.env.API_KEY })
Store keys in environment variables, never hardcode.
const client = new APIClient({
clientId: 'id',
clientSecret: 'secret',
refreshToken: 'token',
onTokenRefresh: (newToken) => saveToken(newToken)
})
SDK automatically refreshes tokens before expiry.
await client.users.list({
headers: { Authorization: `Bearer ${userToken}` }
})
Use for multi-tenant applications.
See references/authentication.md for OAuth flows, JWT handling, and credential providers.
async function retryWithBackoff<T>(fn: () => Promise<T>, maxRetries: number): Promise<T> {
let attempt = 0
while (attempt <= maxRetries) {
try {
return await fn()
} catch (error) {
attempt++
if (attempt > maxRetries || !isRetryable(error)) throw error
const exponential = Math.min(1000 * Math.pow(2, attempt - 1), 10000)
const jitter = Math.random() * 500
await sleep(exponential + jitter)
}
}
}
function isRetryable(error: any): boolean {
return (
error.code === 'ECONNRESET' ||
error.code === 'ETIMEDOUT' ||
(error.status >= 500 && error.status < 600) ||
error.status === 429
)
}
Retry Decision Matrix:
| Error Type | Retry? | Rationale |
|------------|--------|-----------|
| 5xx, 429, Network Timeout | ✅ Yes | Transient errors |
| 4xx, 401, 403, 404 | ❌ No | Client errors won't fix themselves |
if (error.status === 429) {
const retryAfter = parseInt(error.headers['retry-after'] || '60')
await sleep(retryAfter * 1000)
}
Respect Retry-After header on 429 responses.
See references/retry-backoff.md for jitter strategies, circuit breakers, and idempotency keys.
class APIError extends Error {
constructor(
message: string,
public status: number,
public code: string,
public requestId: string
) {
super(message)
this.name = 'APIError'
}
}
class RateLimitError extends APIError {
constructor(message: string, requestId: string, public retryAfter: number) {
super(message, 429, 'rate_limit_error', requestId)
}
}
class AuthenticationError extends APIError {
constructor(message: string, requestId: string) {
super(message, 401, 'authentication_error', requestId)
}
}
try {
const user = await client.users.create({ email: 'invalid' })
} catch (error) {
if (error instanceof RateLimitError) {
await sleep(error.retryAfter * 1000)
} else if (error instanceof AuthenticationError) {
console.error('Invalid API key')
} else if (error instanceof APIError) {
console.error(`${error.message} (Request ID: ${error.requestId})`)
}
}
Include request ID in all errors for debugging.
See references/error-handling.md for user-friendly messages, validation errors, and debugging support.
TypeScript:
for await (const user of client.users.list({ limit: 100 })) {
console.log(user.id, user.email)
}
Python:
async for user in client.users.list(limit=100):
print(user.id, user.email)
SDK automatically fetches next page.
class UsersResource {
async *list(options?: { limit?: number }): AsyncGenerator<User> {
let cursor: string | undefined = undefined
while (true) {
const response = await this.client.request('GET', '/users', {
query: { limit: String(options?.limit || 100), ...(cursor ? { cursor } : {}) }
})
for (const user of response.data) yield user
if (!response.has_more) break
cursor = response.next_cursor
}
}
}
let cursor: string | undefined = undefined
while (true) {
const response = await client.users.list({ limit: 100, cursor })
for (const user of response.data) console.log(user.id)
if (!response.has_more) break
cursor = response.next_cursor
}
Provide both automatic and manual options.
See references/pagination.md for cursor vs. offset pagination and Go channel patterns.
async *stream(path: string, body?: any): AsyncGenerator<any> {
const response = await fetch(url, {
headers: { 'Accept': 'text/event-stream' },
body: JSON.stringify(body)
})
const reader = response.body!.getReader()
const decoder = new TextDecoder()
while (true) {
const { done, value } = await reader.read()
if (done) break
const chunk = decoder.decode(value)
for (const line of chunk.split('\n')) {
if (line.startsWith('data: ')) {
const data = line.slice(6)
if (data === '[DONE]') return
yield JSON.parse(data)
}
}
}
}
// Usage
for await (const chunk of client.posts.stream({ prompt: 'Write a story' })) {
process.stdout.write(chunk.content)
}
Prevent duplicate operations during retries:
import { randomUUID } from 'crypto'
if (['POST', 'PATCH', 'PUT'].includes(method)) {
headers['Idempotency-Key'] = options?.idempotencyKey || randomUUID()
}
// Usage
await client.charges.create(
{ amount: 1000 },
{ idempotencyKey: 'charge_unique_123' }
)
Server deduplicates requests by key.
1.0.0 → 1.1.0: New features (safe)1.1.0 → 2.0.0: Breaking changes (review)1.0.0 → 1.0.1: Bug fixes (safe)function deprecated(message: string, since: string) {
return function (target: any, propertyKey: string, descriptor: PropertyDescriptor) {
const originalMethod = descriptor.value
descriptor.value = function (...args: any[]) {
console.warn(`[DEPRECATED] ${propertyKey} since ${since}. ${message}`)
return originalMethod.apply(this, args)
}
return descriptor
}
}
@deprecated('Use users.list() instead', 'v2.0.0')
async getAll() { return this.list() }
const client = new APIClient({
apiKey: 'sk_test_...',
apiVersion: '2025-01-01'
})
See references/versioning.md for migration strategies.
interface ClientConfig {
apiKey: string
baseURL?: string
maxRetries?: number
timeout?: number
apiVersion?: string
onTokenRefresh?: (token: string) => void
}
class APIClient {
constructor(config: ClientConfig) {
this.apiKey = config.apiKey
this.baseURL = config.baseURL || 'https://api.example.com'
this.maxRetries = config.maxRetries ?? 3
this.timeout = config.timeout ?? 30000
}
}
Provide sensible defaults, require only apiKey.
| Pattern | Use Case |
|---------|----------|
| API Key | Service-to-service |
| OAuth Refresh | User-based auth |
| Bearer Per-Request | Multi-tenant |
| Strategy | Use Case |
|----------|----------|
| Exponential Backoff | Default retry |
| Rate Limit | 429 responses |
| Max Retries | Avoid infinite loops (3-5) |
| Pattern | Language | Use Case |
|---------|----------|----------|
| Async Iterator | TypeScript, Python | Automatic pagination |
| Generator | Python | Sync pagination |
| Channels | Go | Concurrent iteration |
| Manual | All | Explicit control |
Architecture:
references/architecture-patterns.md - Resource vs. command organizationCore Patterns:
references/authentication.md - OAuth, token refresh, credential providersreferences/retry-backoff.md - Exponential backoff, jitter, circuit breakersreferences/error-handling.md - Error hierarchies, debugging supportreferences/pagination.md - Cursor vs. offset, async iteratorsreferences/versioning.md - SemVer, deprecation strategiesreferences/testing-sdks.md - Unit testing, mocking, integration testsTypeScript:
examples/typescript/basic-client.ts - Simple async SDKexamples/typescript/advanced-client.ts - Retry, errors, streamingexamples/typescript/resource-based.ts - Stripe-style organizationPython:
examples/python/sync-client.py - Synchronous clientexamples/python/async-client.py - Async client with asyncioexamples/python/dual-client.py - Both sync and asyncGo:
examples/go/basic-client.go - Simple Go clientexamples/go/context-client.go - Context patternsexamples/go/channel-pagination.go - Channel-based paginationStudy these production SDKs:
TypeScript/JavaScript:
@aws-sdk/client-*): Modular, tree-shakeable, middlewarestripe): Resource-based, typed errors, excellent DXopenai): Streaming, async iterators, modern TypeScriptPython:
boto3): Resource vs. client patterns, paginatorsstripe): Dual sync/async, context managersGo:
github.com/aws/aws-sdk-go-v2): Context, middlewareAvoid these mistakes:
Retry-After header on 429 responsesReview language-specific examples for implementation details. Study references for deep dives on specific patterns. Examine best-in-class SDKs (Stripe, AWS, OpenAI) for inspiration.
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