Cloudflare Deploy
OpenAIOfficialPublished by OpenAI
- Skill
- Tool integration
- Cloud and DevOps
- Apache-2.0
- Medium risk
AutoGineer summary
Written by AutoGineer from the skill’s own files, not by the author
Cloudflare Deploy provides a centralized framework for developers to build, host, and manage projects on Cloudflare. It covers the entire ecosystem, including serverless compute (Workers), full-stack web hosting (Pages), persistent storage (D1, R2, KV), and AI-powered agent development. The skill includes decision trees to help select the right product for specific needs, authentication guidance, and troubleshooting steps for deployment issues.
What it does
- Provides decision trees to select the appropriate Cloudflare product for compute, storage, AI, or networking.
- Offers guidance on authenticating with the Cloudflare platform via CLI or CI/CD.
- Includes a comprehensive product index for quick reference to documentation.
- Provides specific patterns and API references for building stateful AI agents using the Agents SDK.
- Offers troubleshooting steps for network-related deployment failures.
- Supports infrastructure-as-code integration with tools like Pulumi and Terraform.
When to use it
- When you need to deploy, host, or publish a project to Cloudflare.
- When you are unsure which Cloudflare service (e.g., Workers vs. Pages) best fits your application requirements.
- When you need to build stateful, globally distributed AI agents.
- When you encounter network errors or timeouts during the deployment process.
- When setting up persistent storage or database solutions within the Cloudflare ecosystem.
Advantages
- Consolidates fragmented documentation into a single, navigable resource.
- Simplifies product selection through clear, use-case-driven decision trees.
- Provides actionable code patterns for complex tasks like AI agent development.
- Addresses common deployment friction points like authentication and network sandboxing.
Usage examples
- “I need to deploy a full-stack web application to Cloudflare. Which service should I use?”
- The agent will guide you to use Cloudflare Pages for full-stack web apps with Git-based deployments.
- “How do I build an AI chat agent on Cloudflare?”
- The agent will provide the Agents SDK reference, including the AIChatAgent class and examples for streaming responses and managing message history.
- “My deployment is failing with a network timeout error. What should I do?”
- The agent will advise you to rerun the deployment command with the sandbox_permissions=require_escalated flag to bypass network restrictions.
- “How do I store relational data for my worker?”
- The agent will recommend using D1 for SQLite-based relational storage or Hyperdrive for connecting to existing Postgres/MySQL databases.
Install
Download the skill as a ZIP:
https://autogineer.com/agent-skills/openai/cloudflare-deploy/downloadUnzip it into the cross-client skills folder of your project:
mkdir -p .agents/skills && unzip cloudflare-deploy.zip -d .agents/skills
Documentation by OpenAI
Cloudflare Deploy
Consolidated skill for building on the Cloudflare platform. Use decision trees below to find the right product, then load detailed references.
Prerequisites
When sandboxing blocks the deployment network calls, rerun with
sandbox_permissions=require_escalated.The deployment might take a few minutes. Use appropriate timeout values.
Authentication (Required Before Deploy)
Verify auth before wrangler deploy, wrangler pages deploy, or npm run deploy:
npx wrangler whoami # Shows account if authenticatedNot authenticated? → references/wrangler/auth.md
Interactive/local:
wrangler login(one-time OAuth)CI/CD: Set
CLOUDFLARE_API_TOKENenv var
Quick Decision Trees
"I need to run code"
Need to run code?
├─ Serverless functions at the edge → workers/
├─ Full-stack web app with Git deploys → pages/
├─ Stateful coordination/real-time → durable-objects/
├─ Long-running multi-step jobs → workflows/
├─ Run containers → containers/
├─ Multi-tenant (customers deploy code) → workers-for-platforms/
├─ Scheduled tasks (cron) → cron-triggers/
├─ Lightweight edge logic (modify HTTP) → snippets/
├─ Process Worker execution events (logs/observability) → tail-workers/
└─ Optimize latency to backend infrastructure → smart-placement/"I need to store data"
Need storage?
├─ Key-value (config, sessions, cache) → kv/
├─ Relational SQL → d1/ (SQLite) or hyperdrive/ (existing Postgres/MySQL)
├─ Object/file storage (S3-compatible) → r2/
├─ Message queue (async processing) → queues/
├─ Vector embeddings (AI/semantic search) → vectorize/
├─ Strongly-consistent per-entity state → durable-objects/ (DO storage)
├─ Secrets management → secrets-store/
├─ Streaming ETL to R2 → pipelines/
└─ Persistent cache (long-term retention) → cache-reserve/"I need AI/ML"
Need AI?
├─ Run inference (LLMs, embeddings, images) → workers-ai/
├─ Vector database for RAG/search → vectorize/
├─ Build stateful AI agents → agents-sdk/
├─ Gateway for any AI provider (caching, routing) → ai-gateway/
└─ AI-powered search widget → ai-search/"I need networking/connectivity"
Need networking?
├─ Expose local service to internet → tunnel/
├─ TCP/UDP proxy (non-HTTP) → spectrum/
├─ WebRTC TURN server → turn/
├─ Private network connectivity → network-interconnect/
├─ Optimize routing → argo-smart-routing/
├─ Optimize latency to backend (not user) → smart-placement/
└─ Real-time video/audio → realtimekit/ or realtime-sfu/"I need security"
Need security?
├─ Web Application Firewall → waf/
├─ DDoS protection → ddos/
├─ Bot detection/management → bot-management/
├─ API protection → api-shield/
├─ CAPTCHA alternative → turnstile/
└─ Credential leak detection → waf/ (managed ruleset)"I need media/content"
Need media?
├─ Image optimization/transformation → images/
├─ Video streaming/encoding → stream/
├─ Browser automation/screenshots → browser-rendering/
└─ Third-party script management → zaraz/"I need infrastructure-as-code"
Need IaC? → pulumi/ (Pulumi), terraform/ (Terraform), or api/ (REST API)Product Index
Compute & Runtime
| Product | Reference |
|---|---|
| Workers | references/workers/ |
| Pages | references/pages/ |
| Pages Functions | references/pages-functions/ |
| Durable Objects | references/durable-objects/ |
| Workflows | references/workflows/ |
| Containers | references/containers/ |
| Workers for Platforms | references/workers-for-platforms/ |
| Cron Triggers | references/cron-triggers/ |
| Tail Workers | references/tail-workers/ |
| Snippets | references/snippets/ |
| Smart Placement | references/smart-placement/ |
Storage & Data
| Product | Reference |
|---|---|
| KV | references/kv/ |
| D1 | references/d1/ |
| R2 | references/r2/ |
| Queues | references/queues/ |
| Hyperdrive | references/hyperdrive/ |
| DO Storage | references/do-storage/ |
| Secrets Store | references/secrets-store/ |
| Pipelines | references/pipelines/ |
| R2 Data Catalog | references/r2-data-catalog/ |
| R2 SQL | references/r2-sql/ |
AI & Machine Learning
| Product | Reference |
|---|---|
| Workers AI | references/workers-ai/ |
| Vectorize | references/vectorize/ |
| Agents SDK | references/agents-sdk/ |
| AI Gateway | references/ai-gateway/ |
| AI Search | references/ai-search/ |
Networking & Connectivity
| Product | Reference |
|---|---|
| Tunnel | references/tunnel/ |
| Spectrum | references/spectrum/ |
| TURN | references/turn/ |
| Network Interconnect | references/network-interconnect/ |
| Argo Smart Routing | references/argo-smart-routing/ |
| Workers VPC | references/workers-vpc/ |
Security
| Product | Reference |
|---|---|
| WAF | references/waf/ |
| DDoS Protection | references/ddos/ |
| Bot Management | references/bot-management/ |
| API Shield | references/api-shield/ |
| Turnstile | references/turnstile/ |
Media & Content
| Product | Reference |
|---|---|
| Images | references/images/ |
| Stream | references/stream/ |
| Browser Rendering | references/browser-rendering/ |
| Zaraz | references/zaraz/ |
Real-Time Communication
| Product | Reference |
|---|---|
| RealtimeKit | references/realtimekit/ |
| Realtime SFU | references/realtime-sfu/ |
Developer Tools
| Product | Reference |
|---|---|
| Wrangler | references/wrangler/ |
| Miniflare | references/miniflare/ |
| C3 | references/c3/ |
| Observability | references/observability/ |
| Analytics Engine | references/analytics-engine/ |
| Web Analytics | references/web-analytics/ |
| Sandbox | references/sandbox/ |
| Workerd | references/workerd/ |
| Workers Playground | references/workers-playground/ |
Infrastructure as Code
| Product | Reference |
|---|---|
| Pulumi | references/pulumi/ |
| Terraform | references/terraform/ |
| API | references/api/ |
Other Services
| Product | Reference |
|---|---|
| Email Routing | references/email-routing/ |
| Email Workers | references/email-workers/ |
| Static Assets | references/static-assets/ |
| Bindings | references/bindings/ |
| Cache Reserve | references/cache-reserve/ |
Troubleshooting
Escalated Network Access
If deployment fails due to network issues (timeouts, DNS errors, connection resets), rerun the deploy with escalated permissions (use sandbox_permissions=require_escalated). The deploy requires escalated network access when sandbox networking blocks outbound requests.
Example guidance to the user:
The deploy needs escalated network access to deploy to Cloudflare. I can rerun the command with escalated permissions—want me to proceed?Files
- ATTRIBUTION.mdAdded by AutoGineer894 B
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- references/wrangler/gotchas.md5.7 KiB
- references/wrangler/patterns.md4.8 KiB
- references/zaraz/IMPLEMENTATION_SUMMARY.md3.4 KiB
- references/zaraz/README.md3.8 KiB
- references/zaraz/api.md3.1 KiB
- references/zaraz/configuration.md1.8 KiB
- references/zaraz/gotchas.md2.0 KiB
- references/zaraz/patterns.md2.1 KiB
references/durable-objects/gotchas.md
Durable Objects Gotchas
Common Errors
"Hibernation Cleared My In-Memory State"
Problem: Variables lost after hibernation
Cause: DO auto-hibernates when idle; in-memory state not persisted
Solution: Use ctx.storage for critical data, ws.serializeAttachment() for per-connection metadata
// ❌ Wrong - lost on hibernation
private userCount = 0;
async webSocketMessage(ws: WebSocket, msg: string) {
this.userCount++; // Lost!
}
// ✅ Right - persisted
async webSocketMessage(ws: WebSocket, msg: string) {
const count = this.ctx.storage.kv.get("userCount") || 0;
this.ctx.storage.kv.put("userCount", count + 1);
}"setTimeout Didn't Fire After Restart"
Problem: Scheduled work lost on eviction
Cause: setTimeout in-memory only; eviction clears timers
Solution: Use ctx.storage.setAlarm() for reliable scheduling
// ❌ Wrong - lost on eviction
setTimeout(() => this.cleanup(), 3600000);
// ✅ Right - survives eviction
await this.ctx.storage.setAlarm(Date.now() + 3600000);
async alarm() { await this.cleanup(); }"Constructor Runs on Every Wake"
Problem: Expensive init logic slows all requests
Cause: Constructor runs on every wake (first request after eviction OR after hibernation)
Solution: Lazy initialization or cache in storage
Critical understanding: Constructor runs in two scenarios:
Cold start - DO evicted from memory, first request creates new instance
Wake from hibernation - DO with WebSockets hibernated, message/alarm wakes it
// ❌ Wrong - expensive on every wake
constructor(ctx: DurableObjectState, env: Env) {
super(ctx, env);
this.heavyData = this.loadExpensiveData(); // Slow!
}
// ✅ Right - lazy load
private heavyData?: HeavyData;
private getHeavyData() {
if (!this.heavyData) this.heavyData = this.loadExpensiveData();
return this.heavyData;
}"Durable Object Overloaded (503 errors)"
Problem: 503 errors under load
Cause: Single DO exceeding ~1K req/s throughput limit
Solution: Shard across multiple DOs (see Patterns: Sharding)
"Storage Quota Exceeded (Write failures)"
Problem: Write operations failing
Cause: DO storage exceeding 10GB limit or account quota
Solution: Cleanup with alarms, use deleteAll() for old data, upgrade plan
"CPU Time Exceeded (Terminated)"
Problem: Request terminated mid-execution
Cause: Processing exceeding 30s CPU time default limit
Solution: Increase limits.cpu_ms in wrangler.jsonc (max 300s) or chunk work
"WebSockets Disconnect on Eviction"
Problem: Connections drop unexpectedly
Cause: DO evicted from memory without hibernation API
Solution: Use WebSocket hibernation handlers + client reconnection logic
"Migration Failed (Deploy error)"
Cause: Non-unique tags, non-sequential tags, or invalid class names in migration
Solution: Check tag uniqueness/sequential ordering and verify class names are correct
"RPC Method Not Found"
Cause: compatibility_date < 2024-04-03 preventing RPC usage
Solution: Update compatibility_date to >= 2024-04-03 or use fetch() instead of RPC
"Only One Alarm Allowed"
Cause: Need multiple scheduled tasks but only one alarm supported per DO
Solution: Use event queue pattern to schedule multiple tasks with single alarm
"Race Condition Despite Single-Threading"
Problem: Concurrent requests see inconsistent state
Cause: Async operations allow request interleaving (await = yield point)
Solution: Use blockConcurrencyWhile() for critical sections or atomic storage ops
// ❌ Wrong - race condition
async incrementCounter() {
const count = await this.ctx.storage.get("count") || 0;
// ⚠️ Another request could execute here during await
await this.ctx.storage.put("count", count + 1);
}
// ✅ Right - atomic operation
async incrementCounter() {
return this.ctx.storage.sql.exec(
"INSERT INTO counters (id, value) VALUES (1, 1) ON CONFLICT(id) DO UPDATE SET value = value + 1 RETURNING value"
).one().value;
}
// ✅ Right - explicit locking
async criticalOperation() {
await this.ctx.blockConcurrencyWhile(async () => {
const count = await this.ctx.storage.get("count") || 0;
await this.ctx.storage.put("count", count + 1);
});
}"Migration Rollback Not Supported"
Cause: Attempting to rollback a migration after deployment
Solution: Test with --dry-run before deploying; migrations cannot be rolled back
"deleted_classes Destroys Data"
Problem: Migration deleted all data
Cause: deleted_classes migration immediately destroys all DO instances and data
Solution: Test with --dry-run; use transferred_classes to preserve data during moves
"Cold Starts Are Slow"
Problem: First request after eviction takes longer
Cause: DO constructor + initial storage access on cold start
Solution: Expected behavior; optimize constructor, use connection pooling in clients, consider warming strategy for critical DOs
// Warming strategy (periodically ping critical DOs)
export default {
async scheduled(event: ScheduledEvent, env: Env) {
const criticalIds = ["auth", "sessions", "locks"];
await Promise.all(criticalIds.map(name => {
const id = env.MY_DO.idFromName(name);
const stub = env.MY_DO.get(id);
return stub.ping(); // Keep warm
}));
}
};Limits
| Limit | Free | Paid | Notes |
|---|---|---|---|
| SQLite storage per DO | 10 GB | 10 GB | Per Durable Object instance |
| SQLite total storage | 5 GB | Unlimited | Account-wide quota |
| Key+value size | 2 MB | 2 MB | Single KV pair (SQLite/async) |
| CPU time default | 30s | 30s | Per request; configurable |
| CPU time max | 300s | 300s | Set via limits.cpu_ms |
| DO classes | 100 | 500 | Distinct DO class definitions |
| SQL columns | 100 | 100 | Per table |
| SQL statement size | 100 KB | 100 KB | Max SQL query size |
| WebSocket message size | 32 MiB | 32 MiB | Per message |
| Request throughput | ~1K req/s | ~1K req/s | Per DO (soft limit - shard for more) |
| Alarms per DO | 1 | 1 | Use queue pattern for multiple events |
| Total DOs | Unlimited | Unlimited | Create as many instances as needed |
| WebSockets | Unlimited | Unlimited | Within 128MB memory limit per DO |
| Memory per DO | 128 MB | 128 MB | In-memory state + WebSocket buffers |
Hibernation Caveats
Memory cleared - All in-memory variables lost; reconstruct from storage or
deserializeAttachment()Constructor reruns - Runs on wake; avoid expensive operations, use lazy initialization
No guarantees - DO may evict instead of hibernate; design for both
Attachment limit -
serializeAttachment()data must be JSON-serializable, keep smallAlarm wakes DO - Alarm prevents hibernation until handler completes
WebSocket state not automatic - Must explicitly persist with
serializeAttachment()or storage
See Also
Patterns - Workarounds for common limitations
API - Storage limits and quotas
Configuration - Setting CPU limits
Requirements and compatibility
Written for: OpenAI Codex
Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta
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- openai/skills · skills/.curated/cloudflare-deploy · commit 49f948f
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