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/smart-placement/api.md
Smart Placement API
Placement Status API
Query Worker placement status via Cloudflare API:
curl -X GET "https://api.cloudflare.com/client/v4/accounts/{ACCOUNT_ID}/workers/services/{WORKER_NAME}" \
-H "Authorization: Bearer <TOKEN>" \
-H "Content-Type: application/json"Response includes placement_status field:
type PlacementStatus =
| undefined // Not yet analyzed
| 'SUCCESS' // Successfully optimized
| 'INSUFFICIENT_INVOCATIONS' // Not enough traffic
| 'UNSUPPORTED_APPLICATION'; // Made Worker slower (reverted)Status Meanings
undefined (not present)
Worker not yet analyzed
Always runs at default edge location closest to user
SUCCESS
Analysis complete, Smart Placement active
Worker runs in optimal location (may be edge or remote)
INSUFFICIENT_INVOCATIONS
Not enough requests to make placement decision
Requires consistent multi-region traffic
Always runs at default edge location
UNSUPPORTED_APPLICATION (rare, <1% of Workers)
Smart Placement made Worker slower
Placement decision reverted
Always runs at edge location
Won't be re-analyzed until redeployed
cf-placement Header (Beta)
Smart Placement adds response header indicating routing decision:
// Remote placement (Smart Placement routed request)
"cf-placement: remote-LHR" // Routed to London
// Local placement (default edge routing)
"cf-placement: local-EWR" // Stayed at Newark edgeFormat: {placement-type}-{IATA-code}
remote-*= Smart Placement routed to remote locationlocal-*= Stayed at default edge locationIATA code = nearest airport to data center
Warning: Beta feature, may be removed before GA.
Detecting Smart Placement in Code
Note: cf-placement header is a beta feature and may change or be removed.
export default {
async fetch(request: Request, env: Env): Promise<Response> {
const placementHeader = request.headers.get('cf-placement');
if (placementHeader?.startsWith('remote-')) {
const location = placementHeader.split('-')[1];
console.log(`Smart Placement routed to ${location}`);
} else if (placementHeader?.startsWith('local-')) {
const location = placementHeader.split('-')[1];
console.log(`Running at edge location ${location}`);
}
return new Response('OK');
}
} satisfies ExportedHandler<Env>;Request Duration Metrics
Available in Cloudflare dashboard when Smart Placement enabled:
Workers & Pages → [Your Worker] → Metrics → Request Duration
Shows histogram comparing:
Request duration WITH Smart Placement (99% of traffic)
Request duration WITHOUT Smart Placement (1% baseline)
Request Duration vs Execution Duration:
Request duration: Total time from request arrival to response delivery (includes network latency)
Execution duration: Time Worker code actively executing (excludes network waits)
Use request duration to measure Smart Placement impact.
Interpreting Metrics
| Metric Comparison | Interpretation | Action |
|---|---|---|
| WITH < WITHOUT | Smart Placement helping | Keep enabled |
| WITH ≈ WITHOUT | Neutral impact | Consider disabling to free resources |
| WITH > WITHOUT | Smart Placement hurting | Disable with mode: "off" |
Why Smart Placement might hurt performance:
Worker primarily serves static assets or cached content
Backend services are globally distributed (no single optimal location)
Worker has minimal backend communication
Using Pages with
assets.run_worker_first = true
Typical improvements when Smart Placement helps:
20-50% reduction in request duration for database-heavy Workers
30-60% reduction for Workers making multiple backend API calls
Larger improvements when backend is geographically concentrated
Monitoring Commands
# Tail Worker logs
wrangler tail your-worker-name
# Tail with filters
wrangler tail your-worker-name --status error
wrangler tail your-worker-name --header cf-placement
# Check placement status via API
curl -H "Authorization: Bearer $TOKEN" \
https://api.cloudflare.com/client/v4/accounts/$ACCOUNT_ID/workers/services/$WORKER_NAME \
| jq .result.placement_statusTypeScript Types
// Placement status returned by API (field may be absent)
type PlacementStatus =
| 'SUCCESS'
| 'INSUFFICIENT_INVOCATIONS'
| 'UNSUPPORTED_APPLICATION'
| undefined;
// Placement configuration in wrangler.jsonc
type PlacementMode = 'smart' | 'off';
interface PlacementConfig {
mode: PlacementMode;
// Legacy fields (deprecated/removed):
// hint?: string; // REMOVED - no longer supported
}
// Explicit placement (separate feature from Smart Placement)
interface ExplicitPlacementConfig {
region?: string;
host?: string;
hostname?: string;
// Cannot combine with mode field
}
// Worker metadata from API response
interface WorkerMetadata {
placement?: PlacementConfig | ExplicitPlacementConfig;
placement_status?: PlacementStatus;
}
// Service Binding for backend Worker
interface Env {
BACKEND_SERVICE: Fetcher; // Service Binding to backend Worker
DATABASE: D1Database;
}
// Example Worker with Service Binding
export default {
async fetch(request: Request, env: Env): Promise<Response> {
// Forward to backend Worker with Smart Placement enabled
const response = await env.BACKEND_SERVICE.fetch(request);
return response;
}
} satisfies ExportedHandler<Env>;Requirements and compatibility
Written for: OpenAI Codex
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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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