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This skill should be used when the user asks to \"set up Cloudflare Queues\", \"create a message queue\", \"implement queue consumer\", \"process background jobs\", \"configure queue retry logic\", \"publish messages to queue\", \"implement dead letter queue\", or encountering
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This skill should be used when the user asks to \"set up Cloudflare Queues\", \"create a message queue\", \"implement queue consumer\", \"process background jobs\", \"configure queue retry logic\", \"publish messages to queue\", \"implement dead letter queue\", or encountering 📦 Ships with claude-skills
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cloudflare-queues.SKILL.md
---
name : cloudflare-queues
description : "This skill should be used when the user asks to \"set up Cloudflare Queues\", \"create a message queue\", \"implement queue consumer\", \"process background jobs\", \"configure queue retry logic\", \"publish messages to queue\", \"implement dead letter queue\", or encountering \"queue timeout\", \"message retry\", \"throughput exceeded\", \"queue backlog\" errors."
license : MIT
metadata:
version: "3.0.0"
wrangler_version: "4.50.0"
workers_types_version: "4.20251126.0"
last_verified: "2025-12-27"
errors_prevented: 10
templates_included: 6
references_included: 11
agents_included: 2
commands_included: 3
keywords:
- cloudflare queues
- queues workers
- message queue
- queue bindings
- async processing
- background jobs
- queue consumer
- queue producer
- batch processing
- dead letter queue
- dlq
- message retry
- queue ack
- consumer concurrency
- queue backlog
- wrangler queues
---
Flowy AI Flows that just work. Hand-picked Claude Code plugins that fire the right skill as you prompt.
# Cloudflare Queues
**Status**: Production Ready ✅ | **Last Verified**: 2025-12-27
**Dependencies**: cloudflare-worker-base (for Worker setup)
**Contents**: [Quick Start](#quick-start-10-minutes) • [Critical Rules](#critical-rules) • [Top Errors](#top-3-critical-errors) • [Use Cases](#common-use-cases) • [When to Load References](#when-to-load-references) • [Limits](#limits--quotas)
---
## Quick Start (10 Minutes)
### 1. Create Queue
```bash
bunx wrangler queues create my-queue
bunx wrangler queues list
```
### 2. Producer (Send Messages)
**wrangler.jsonc:**
```jsonc
{
"name": "my-producer",
"main": "src/index.ts",
"queues": {
"producers": [
{
"binding": "MY_QUEUE",
"queue": "my-queue"
}
]
}
}
```
**src/index.ts:**
```typescript
import { Hono } from 'hono';
type Bindings = {
MY_QUEUE: Queue;
};
const app = new Hono<{ Bindings: Bindings }>();
app.post('/send', async (c) => {
await c.env.MY_QUEUE.send({
userId: '123',
action: 'process-order',
timestamp: Date.now(),
});
return c.json({ status: 'queued' });
});
export default app;
```
### 3. Consumer (Process Messages)
**wrangler.jsonc:**
```jsonc
{
"name": "my-consumer",
"main": "src/consumer.ts",
"queues": {
"consumers": [
{
"queue": "my-queue",
"max_batch_size": 10,
"max_retries": 3,
"dead_letter_queue": "my-dlq"
}
]
}
}
```
**src/consumer.ts:**
```typescript
import type { MessageBatch } from '@cloudflare/workers-types';
export default {
async queue(batch: MessageBatch): Promise<void> {
for (const message of batch.messages) {
console.log('Processing:', message.body);
// Your logic here
}
// Implicit ack: returning successfully acknowledges all messages
},
};
```
**Deploy:**
```bash
bunx wrangler deploy
```
**Load**: `references/setup-guide.md` for complete 6-step setup with DLQ configuration
---
## Critical Rules
### Always Do ✅
1. **Configure Dead Letter Queue** for production queues
2. **Use explicit ack()** for non-idempotent operations (DB writes, API calls)
3. **Validate message size** before sending (<128 KB)
4. **Use sendBatch()** for multiple messages (more efficient)
5. **Implement exponential backoff** for retries
6. **Set appropriate batch settings** based on workload
7. **Monitor queue backlog** and consumer errors
8. **Use ctx.waitUntil()** for async cleanup in consumers
9. **Handle errors gracefully** - log, alert, retry
10. **Let concurrency auto-scale** (don't set max_concurrency unless needed)
### Never Do ❌
1. **Never assume message ordering** - not guaranteed FIFO
2. **Never rely on implicit ack for non-idempotent ops** - use explicit ack()
3. **Never send messages >128 KB** - will fail
4. **Never delete queues with active messages** - data loss
5. **Never skip DLQ configuration** in production
6. **Never exceed 5000 msg/s per queue** - rate limit error
7. **Never process messages synchronously in loop** - use Promise.all()
8. **Never ignore message.attempts** - use for backoff logic
9. **Never set max_concurrency=1** unless you have a very specific reason
10. **Never forget to ack()** in explicit acknowledgement patterns
---
## Top 3 Critical Errors
### Error #1: Message Too Large
**Problem**: Message exceeds 128 KB limit
**Solution**: Store large data in R2, send reference
```typescript
// ❌ Wrong
await env.MY_QUEUE.send({ data: largeArray }); // >128 KB fails
// ✅ Correct
const message = { data: largeArray };
const size = new TextEncoder().encode(JSON.stringify(message)).length;
if (size > 128000) {
const key = `messages/${crypto.randomUUID()}.json`;
await env.MY_BUCKET.put(key, JSON.stringify(message));
await env.MY_QUEUE.send({ type: 'large-message', r2Key: key });
} else {
await env.MY_QUEUE.send(message);
}
```
### Error #2: Throughput Exceeded
**Problem**: Exceeding 5000 messages/second per queue
**Solution**: Use sendBatch() and rate limiting
```typescript
// ❌ Wrong
for (let i = 0; i < 10000; i++) {
await env.MY_QUEUE.send({ id: i }); // Too fast!
}
// ✅ Correct
const messages = Array.from({ length: 10000 }, (_, i) => ({
body: { id: i },
}));
// Send in batches of 100
for (let i = 0; i < messages.length; i += 100) {
await env.MY_QUEUE.sendBatch(messages.slice(i, i + 100));
}
```
### Error #3: Entire Batch Retried When One Message Fails
**Problem**: Single message failure causes all messages to retry
**Solution**: Use explicit acknowledgement
```typescript
// ❌ Wrong - implicit ack
export default {
async queue(batch: MessageBatch, env: Env): Promise<void> {
for (const message of batch.messages) {
await env.DB.prepare('INSERT INTO orders VALUES (?, ?)').bind(
message.body.id,
message.body.amount
).run();
}
// If any fails, ALL retry!
},
};
// ✅ Correct - explicit ack
export default {
async queue(batch: MessageBatch, env: Env): Promise<void> {
for (const message of batch.messages) {
try {
await env.DB.prepare('INSERT INTO orders VALUES (?, ?)').bind(
message.body.id,
message.body.amount
).run();
message.ack(); // Only ack on success
} catch (error) {
console.error(`Failed: ${message.id}`, error);
// Don't ack - will retry independently
}
}
},
};
```
**Load `references/error-catalog.md` for all 10 errors including DLQ configuration, auto-scaling issues, message deletion prevention, and detailed solutions.**
---
## Common Use Cases
### Use Case 1: Basic Message Queue
**When**: Simple async job processing (emails, notifications)
**Quick Pattern**:
```typescript
// Producer
await env.MY_QUEUE.send({ type: 'email', to: 'user@example.com' });
// Consumer (implicit ack - for idempotent operations)
export default {
async queue(batch: MessageBatch): Promise<void> {
for (const message of batch.messages) {
await sendEmail(message.body.to, message.body.content);
}
},
};
```
**Load**: `templates/queues-producer.ts` + `templates/queues-consumer-basic.ts`
### Use Case 2: Database Writes (Non-Idempotent)
**When**: Writing to database, must avoid duplicates
**Load**: `templates/queues-consumer-explicit-ack.ts` + `references/consumer-api.md`
### Use Case 3: Retry with Exponential Backoff
**When**: Calling rate-limited APIs, temporary failures
**Load**: `templates/queues-retry-with-delay.ts` + `references/error-catalog.md` (Error #2, #3)
### Use Case 4: Dead Letter Queue Pattern
**When**: Production systems, need to capture permanently failed messages
**Load**: `templates/queues-dlq-pattern.ts` + `references/setup-guide.md` (Step 4)
### Use Case 5: High Throughput Processing
**When**: Processing thousands of messages per second
**Quick Pattern**:
```jsonc
{
"queues": {
"consumers": [{
"queue": "my-queue",
"max_batch_size": 100, // Large batches
"max_batch_timeout": 5, // Fast processing
"max_concurrency": null // Auto-scale
}]
}
}
```
**Load**: `references/best-practices.md` → Optimizing Throughput
---
## When to Load References
**Load `references/setup-guide.md` when**:
- User needs complete setup walkthrough (queue → producer → consumer → DLQ)
- First time setting up Cloudflare Queues
- Need production configuration examples
- Want complete end-to-end example
**Load `references/error-catalog.md` when**:
- Encountering any of the 10 documented errors
- Troubleshooting queue issues
- Messages not being delivered/processed
- Need prevention checklist
**Load `references/producer-api.md` when**:
- Need complete producer API reference
- Using send() or sendBatch() methods
- Need message format specifications
- Handling large messages or batches
**Load `references/consumer-api.md` when**:
- Need complete consumer API reference
- Using explicit ack(), retry(), or retryAll()
- Need batch processing patterns
- Implementing complex consumer logic
**Load `references/best-practices.md` when**:
- Optimizing queue performance
- Production deployment guidance
- Monitoring and observability setup
- Security and reliability patterns
**Load `references/wrangler-commands.md` when**:
- Need CLI commands reference
- Managing queues (create, delete, list)
- Controlling delivery (pause, resume)
- Debugging queue issues
- Real-time monitoring and performance analysis
**Load `references/typescript-types.md` when**:
- Need complete TypeScript type definitions
- Working with Queue, MessageBatch, or Message interfaces
- Implementing type-safe producers or consumers
- Using generic types for message bodies
- Need type guards for message validation
**Load `references/production-checklist.md` when**:
- Preparing for production deployment
- Need pre-deployment verification checklist
- Want detailed explanations of production best practices
- Setting up monitoring, DLQ, or error handling
- Planning load testing or security review
**Load `references/pull-consumers.md` when**:
- Need to consume messages from non-Workers environments
- Integrating with existing backend services (Node.js, Python, Go)
- Implementing pull-based polling instead of push-based consumption
- Working with containerized or legacy applications
**Load `references/http-publishing.md` when**:
- Publishing messages from external systems via HTTP
- Integrating webhooks from third-party services
- Need to send messages without deploying Workers
- Implementing CI/CD pipeline notifications
**Load `references/r2-event-integration.md` when**:
- Triggering queue messages on R2 bucket events
- Implementing automated image/document processing
- Setting up event-driven data pipelines
- Need R2 object upload/delete notifications
---
## Agents & Commands
**Available Agents**:
- **queue-debugger** - 9-phase diagnostic analysis for queue issues (systematic troubleshooting)
- **queue-optimizer** - Performance tuning and cost optimization (batch size, concurrency, retries)
**Available Commands**:
- **/queue-setup** - Interactive wizard for complete queue setup
- **/queue-troubleshoot** - Quick diagnostic for common issues
- **/queue-monitor** - Real-time metrics and status display
---
## Limits & Quotas
**Critical limits:**
- **Message size**: 128 KB max per message
- **Throughput**: 5,000 messages/second per queue
- **Batch size**: 100 messages max per sendBatch()
- **Consumer CPU time**: 30 seconds (default), 300 seconds (max with config)
- **Max retries**: Configurable (default 3)
- **Queue name**: Max 63 characters, lowercase/numbers/hyphens
**Load `references/best-practices.md` for handling limits and optimization strategies.**
---
## Configuration Reference
**Producer**: Add queue binding to `wrangler.jsonc` queues.producers array with `binding` and `queue` fields.
**Consumer**: Configure in `wrangler.jsonc` queues.consumers array with `queue`, `max_batch_size` (1-100), `max_batch_timeout` (0-60s), `max_retries`, `dead_letter_queue`, and optionally `max_concurrency` (default: auto-scale).
**CPU Limits**: Increase `limits.cpu_ms` from default 30,000ms if processing takes longer.
**Load `references/setup-guide.md` for complete configuration examples and `templates/wrangler-queues-config.jsonc` for production-ready config.**
---
## Using Bundled Resources
### References (references/)
- **setup-guide.md** - Complete 6-step setup (queue → producer → consumer → DLQ → deploy → production config)
- **error-catalog.md** - All 10 errors with solutions + prevention checklist
- **producer-api.md** - Complete producer API (send, sendBatch, message format)
- **consumer-api.md** - Complete consumer API (ack, retry, batch processing)
- **best-practices.md** - Performance, monitoring, security, reliability patterns
- **wrangler-commands.md** - CLI reference (create, delete, list, pause, resume)
- **typescript-types.md** - Complete TypeScript type definitions for Queue, MessageBatch, Message
- **production-checklist.md** - Pre-deployment verification and best practices
- **pull-consumers.md** - Pull-based consumers for non-Workers environments (HTTP polling)
- **http-publishing.md** - Publishing messages via HTTP API from external systems
- **r2-event-integration.md** - R2 event notifications triggering queue messages
### Templates (templates/)
- **queues-producer.ts** - Basic producer with single and batch sending
- **queues-consumer-basic.ts** - Implicit ack consumer (idempotent operations)
- **queues-consumer-explicit-ack.ts** - Explicit ack consumer (non-idempotent)
- **queues-retry-with-delay.ts** - Exponential backoff retry pattern
- **queues-dlq-pattern.ts** - Dead letter queue setup and consumer
- **wrangler-queues-config.jsonc** - Complete production configuration
---
## TypeScript Types
Use `@cloudflare/workers-types` package for complete type definitions: `Queue`, `MessageBatch<Body>`, `Message<Body>`, `QueueSendOptions`.
**Load `references/typescript-types.md` for complete type reference with interfaces, generics, type guards, and usage examples.**
---
## Monitoring & Debugging
**Key Commands**: `wrangler queues info` (status), `wrangler tail` (logs), `wrangler queues pause-delivery/resume-delivery` (control).
**Load `references/wrangler-commands.md` for complete CLI reference with real-time monitoring, debugging workflows, and performance analysis commands.**
---
## Production Checklist
**12-Point Pre-Deployment Checklist**: DLQ configuration, message acknowledgment strategy, size validation, batch optimization, concurrency settings, CPU limits, error handling, monitoring, rate limiting, idempotency, load testing, and security review.
**Load `references/production-checklist.md` for complete checklist with detailed explanations, code examples, and deployment workflow.**
---
## Related Skills
- **cloudflare-worker-base** - Worker setup and configuration
- **cloudflare-d1** - Database integration for queue consumers
- **cloudflare-r2** - Store large message payloads
- **cloudflare-workflows** - More complex orchestration needs
---
## Official Documentation
- **Cloudflare Queues**: https://developers.cloudflare.com/queues/
- **Configuration**: https://developers.cloudflare.com/queues/configuration/
- **Wrangler Commands**: https://developers.cloudflare.com/workers/wrangler/commands/#queues
- **Limits**: https://developers.cloudflare.com/queues/platform/limits/
- **Troubleshooting**: https://developers.cloudflare.com/queues/observability/troubleshooting/
- **Best Practices**: https://developers.cloudflare.com/queues/configuration/best-practices/
---
**Questions? Issues?**
1. Check `references/error-catalog.md` for all 10 errors and solutions
2. Review `references/setup-guide.md` for complete setup walkthrough
3. See `references/best-practices.md` for production patterns
4. Check official docs: https://developers.cloudflare.com/queues/
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