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/smart-placement/configuration.md
Smart Placement Configuration
wrangler.jsonc Setup
{
"$schema": "./node_modules/wrangler/config-schema.json",
"placement": {
"mode": "smart"
}
}Placement Mode Values
| Mode | Behavior |
|---|---|
"smart" | Enable Smart Placement - automatic optimization based on traffic analysis |
"off" | Explicitly disable Smart Placement - always run at edge closest to user |
| Not specified | Default behavior - run at edge closest to user (same as "off") |
Note: Smart Placement vs Explicit Placement are separate features. Smart Placement (mode: "smart") uses automatic analysis. For manual placement control, see explicit placement options (region, host, hostname fields - not covered in this reference).
Frontend + Backend Split Configuration
Frontend Worker (No Smart Placement)
// frontend-worker/wrangler.jsonc
{
"name": "frontend",
"main": "frontend-worker.ts",
// No "placement" - runs at edge
"services": [
{
"binding": "BACKEND",
"service": "backend-api"
}
]
}Backend Worker (Smart Placement Enabled)
// backend-api/wrangler.jsonc
{
"name": "backend-api",
"main": "backend-worker.ts",
"placement": {
"mode": "smart"
},
"d1_databases": [
{
"binding": "DATABASE",
"database_id": "xxx"
}
]
}Requirements & Limitations
Requirements
Wrangler version: 2.20.0+
Analysis time: Up to 15 minutes
Traffic requirements: Consistent multi-location traffic
Workers plan: All plans (Free, Paid, Enterprise)
What Smart Placement Affects
CRITICAL LIMITATION - Smart Placement ONLY Affects fetch Handlers:
Smart Placement is fundamentally limited to Workers with default fetch handlers. This is a key architectural constraint.
✅ Affects:
fetchevent handlers ONLY (the default export's fetch method)❌ Does NOT affect:
RPC methods (Service Bindings with
WorkerEntrypoint- see example below)Named entrypoints (exports other than
default)Workers without
fetchhandlersQueue consumers, scheduled handlers, or other event types
Example - Smart Placement ONLY affects fetch:
// ✅ Smart Placement affects this:
export default {
async fetch(request: Request, env: Env): Promise<Response> {
// This runs close to backend when Smart Placement enabled
const data = await env.DATABASE.prepare('SELECT * FROM users').all();
return Response.json(data);
}
}
// ❌ Smart Placement DOES NOT affect these:
export class MyRPC extends WorkerEntrypoint {
async myMethod() {
// This ALWAYS runs at edge, Smart Placement has NO EFFECT
const data = await this.env.DATABASE.prepare('SELECT * FROM users').all();
return data;
}
}
export async function scheduled(event: ScheduledEvent, env: Env) {
// NOT affected by Smart Placement
}Consequence: If your backend logic uses RPC methods (WorkerEntrypoint), Smart Placement cannot optimize those calls. You must use fetch-based patterns for Smart Placement to work.
Solution: Convert RPC methods to fetch endpoints, or use a wrapper Worker with fetch handler that calls your backend RPC (though this adds latency).
Baseline Traffic
Smart Placement automatically routes 1% of requests WITHOUT optimization as baseline for performance comparison.
Validation Rules
Mutually exclusive fields:
modecannot be used with explicit placement fields (region,host,hostname)Choose either Smart Placement OR explicit placement, not both
// ✅ Valid - Smart Placement
{ "placement": { "mode": "smart" } }
// ✅ Valid - Explicit Placement (different feature)
{ "placement": { "region": "us-east1" } }
// ❌ Invalid - Cannot combine
{ "placement": { "mode": "smart", "region": "us-east1" } }Dashboard Configuration
Workers & Pages → Select Worker → Settings → General → Placement: Smart → Wait 15min → Check Metrics
TypeScript Types
interface Env {
BACKEND: Fetcher;
DATABASE: D1Database;
}
export default {
async fetch(request: Request, env: Env): Promise<Response> {
const data = await env.DATABASE.prepare('SELECT * FROM table').all();
return Response.json(data);
}
} satisfies ExportedHandler<Env>;Cloudflare Pages/Assets Warning
CRITICAL PERFORMANCE ISSUE: Enabling Smart Placement with assets.run_worker_first = true in Pages projects severely degrades asset serving performance. This is one of the most common misconfigurations.
Why this is bad:
Smart Placement routes ALL requests (including static assets) away from edge to remote locations
Static assets (HTML, CSS, JS, images) should ALWAYS be served from edge closest to user
Result: 2-5x slower asset loading times, poor user experience
Problem: Smart Placement routes asset requests away from edge, but static assets should always be served from edge closest to user.
Solutions (in order of preference):
Recommended: Split into separate Workers (frontend at edge + backend with Smart Placement)
Set
"mode": "off"to explicitly disable Smart Placement for Pages/Assets WorkersUse
assets.run_worker_first = false(serves assets first, bypasses Worker for static content)
// ❌ BAD - Degrades asset performance by 2-5x
{
"name": "pages-app",
"placement": { "mode": "smart" },
"assets": { "run_worker_first": true }
}
// ✅ GOOD - Frontend at edge, backend optimized
// frontend-worker/wrangler.jsonc
{
"name": "frontend",
"assets": { "run_worker_first": true }
// No placement - runs at edge
}
// backend-worker/wrangler.jsonc
{
"name": "backend-api",
"placement": { "mode": "smart" },
"d1_databases": [{ "binding": "DB", "database_id": "xxx" }]
}Key takeaway: Never enable Smart Placement on Workers that serve static assets with run_worker_first = true.
Local Development
Smart Placement does NOT work in wrangler dev (local only). Test by deploying: wrangler deploy --env staging
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
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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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