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://mp-staging.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/configuration.md4.6 KiB
- 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/turn/gotchas.md
TURN Gotchas & Troubleshooting
Common mistakes, security best practices, and troubleshooting for Cloudflare TURN.
Quick Reference
| Issue | Solution | Details |
|---|---|---|
| Credentials not working | Check TTL ≤ 48hrs | See Troubleshooting |
| Connection drops after ~48hrs | Implement credential refresh | See Connection Drops |
| Port 53 fails in browser | Filter server-side | See Port 53 |
| High packet loss | Check rate limits | See Rate Limits |
| Connection fails after maintenance | Implement ICE restart | See ICE Restart |
Critical Constraints
| Constraint | Value | Consequence if Violated |
|---|---|---|
| Max credential TTL | 48 hours (172800s) | API rejects request |
| Credential revocation delay | ~seconds | Billing stops immediately, connection drops shortly |
| IP allowlist update window | 14 days (if IPs change) | Connection fails if IPs change |
| Packet rate | 5-10k pps per allocation | Packet drops |
| Data rate | 50-100 Mbps per allocation | Packet drops |
| Unique IP rate | >5 new IPs/sec | Packet drops |
Limits Per TURN Allocation
Per user (not account-wide):
IP addresses: >5 new unique IPs per second
Packet rate: 5-10k packets per second (inbound/outbound)
Data rate: 50-100 Mbps (inbound/outbound)
MTU: No specific limit
Burst rates: Higher than documented
Exceeding limits results in packet drops.
Common Mistakes
Setting TTL > 48 hours
// ❌ BAD: API will reject
const creds = await generate({ ttl: 604800 }); // 7 days
// ✅ GOOD:
const creds = await generate({ ttl: 86400 }); // 24 hoursHardcoding IPs without monitoring
// ❌ BAD: IPs can change with 14-day notice
const iceServers = [{ urls: 'turn:141.101.90.1:3478' }];
// ✅ GOOD: Use DNS
const iceServers = [{ urls: 'turn:turn.cloudflare.com:3478' }];Using port 53 in browsers
// ❌ BAD: Blocked by Chrome/Firefox
urls: ['turn:turn.cloudflare.com:53']
// ✅ GOOD: Filter port 53
urls: urls.filter(url => !url.includes(':53'))Not handling credential expiry
// ❌ BAD: Credentials expire but call continues → connection drops
const creds = await fetchCreds();
const pc = new RTCPeerConnection({ iceServers: creds });
// ✅ GOOD: Refresh before expiry
setInterval(() => refreshCredentials(pc), 3000000); // 50 minMissing ICE restart support
// ❌ BAD: No recovery from TURN maintenance
pc.addEventListener('iceconnectionstatechange', () => {
console.log('State changed:', pc.iceConnectionState);
});
// ✅ GOOD: Implement ICE restart
pc.addEventListener('iceconnectionstatechange', async () => {
if (pc.iceConnectionState === 'failed') {
await refreshCredentials(pc);
pc.restartIce();
}
});Exposing TURN key secret client-side
// ❌ BAD: Secret exposed to client
const secret = 'your-turn-key-secret';
const response = await fetch(`https://rtc.live.cloudflare.com/v1/turn/...`, {
headers: { 'Authorization': `Bearer ${secret}` }
});
// ✅ GOOD: Generate credentials server-side
const response = await fetch('/api/turn-credentials');ICE Restart Required Scenarios
These events require ICE restart (see patterns.md):
TURN server maintenance (occasional on Cloudflare's network)
Network topology changes (anycast routing changes)
Credential refresh during long sessions (>1 hour)
Connection failure (iceConnectionState === 'failed')
Implement in all production apps:
pc.addEventListener('iceconnectionstatechange', async () => {
if (pc.iceConnectionState === 'failed' ||
pc.iceConnectionState === 'disconnected') {
await refreshTURNCredentials(pc);
pc.restartIce();
const offer = await pc.createOffer({ iceRestart: true });
await pc.setLocalDescription(offer);
// Send offer to peer via signaling...
}
});Reference: RFC 8445 Section 2.4
Security Checklist
[ ] Credentials generated server-side only (never client-side)
[ ] TURN_KEY_SECRET in wrangler secrets, not vars
[ ] TTL ≤ expected session duration (and ≤ 48 hours)
[ ] Rate limiting on credential generation endpoint
[ ] Client authentication before issuing credentials
[ ] Credential revocation API for compromised sessions
[ ] No hardcoded IPs (or DNS monitoring in place)
[ ] Port 53 filtered for browser clients
Troubleshooting
Issue: TURN credentials not working
Check:
Key ID and secret are correct
Credentials haven't expired (check TTL)
TTL doesn't exceed 172800 seconds (48 hours)
Server can reach rtc.live.cloudflare.com
Network allows outbound HTTPS
Solution:
// Validate before using
if (ttl > 172800) {
throw new Error('TTL cannot exceed 48 hours');
}Issue: Slow connection establishment
Solutions:
Ensure proper ICE candidate gathering
Check network latency to Cloudflare edge
Verify firewall allows WebRTC ports (3478, 5349, 443)
Consider using TURN over TLS (port 443) for corporate networks
Issue: High packet loss
Check:
Not exceeding rate limits (5-10k pps)
Not exceeding bandwidth limits (50-100 Mbps)
Not connecting to too many unique IPs (>5/sec)
Client network quality
Issue: Connection drops after ~48 hours
Cause: Credentials expired (48hr max)
Solution:
Set TTL to expected session duration
Implement credential refresh with setConfiguration()
Use ICE restart if connection fails
// Refresh credentials before expiry
const refreshInterval = ttl * 1000 - 60000; // 1 min early
setInterval(async () => {
await refreshTURNCredentials(pc);
}, refreshInterval);Issue: Port 53 URLs in browser fail silently
Cause: Chrome/Firefox block port 53
Solution: Filter port 53 URLs server-side:
const filtered = urls.filter(url => !url.includes(':53'));Issue: Hardcoded IPs stop working
Cause: Cloudflare changed IP addresses (14-day notice)
Solution:
Use DNS hostnames (
turn.cloudflare.com)Monitor DNS changes with automated alerts
Update allowlists within 14 days if using IP allowlisting
Cost Optimization
Use appropriate TTLs (don't over-provision)
Implement credential caching
Set
iceTransportPolicy: 'all'to try direct first (use'relay'only when necessary)Monitor bandwidth usage
Free when used with Cloudflare Calls SFU
See Also
api.md - Credential generation API, revocation
configuration.md - IP allowlisting, monitoring
patterns.md - ICE restart, credential refresh patterns
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
“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.
Needs: Needs Node.js
Security
What our scanner noticed· Medium risk
- Possible data-exfiltration endpoints
- Instructions that use the network
- Downloads piped into a shell
A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.
Attribution and licence
- Published by
- OpenAI
- Publisher
- OpenAI (Official)
- Source
- openai/skills · skills/.curated/cloudflare-deploy · commit 49f948f
- Licence
- Apache License 2.0 (redistribution allowed)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
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