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/cron-triggers/api.md
Cron Triggers API
Basic Handler
export default {
async scheduled(controller: ScheduledController, env: Env, ctx: ExecutionContext): Promise<void> {
console.log("Cron executed:", new Date(controller.scheduledTime));
},
};JavaScript: Same signature without types
Python: class Default(WorkerEntrypoint): async def scheduled(self, controller, env, ctx)
ScheduledController
interface ScheduledController {
scheduledTime: number; // Unix ms when scheduled to run
cron: string; // Expression that triggered (e.g., "*/5 * * * *")
type: string; // Always "scheduled"
noRetry(): void; // Prevent automatic retry on failure
}Prevent retry on failure:
export default {
async scheduled(controller, env, ctx) {
try {
await riskyOperation(env);
} catch (error) {
// Don't retry - failure is expected/acceptable
controller.noRetry();
console.error("Operation failed, not retrying:", error);
}
},
};When to use noRetry():
External API failures outside your control (avoid hammering failed services)
Rate limit errors (retry would fail again immediately)
Duplicate execution detected (idempotency check failed)
Non-critical operations where skip is acceptable (analytics, caching)
Validation errors that won't resolve on retry
Handler Parameters
controller: ScheduledController
Access cron expression and scheduled time
env: Env
All bindings: KV, R2, D1, secrets, service bindings
ctx: ExecutionContext
ctx.waitUntil(promise)- Extend execution for async tasks (logging, cleanup, external APIs)First
waitUntilfailure recorded in Cron Events
Multiple Schedules
export default {
async scheduled(controller, env, ctx) {
switch (controller.cron) {
case "*/3 * * * *": ctx.waitUntil(updateRecentData(env)); break;
case "0 * * * *": ctx.waitUntil(processHourlyAggregation(env)); break;
case "0 2 * * *": ctx.waitUntil(performDailyMaintenance(env)); break;
default: console.warn(`Unhandled: ${controller.cron}`);
}
},
};ctx.waitUntil Usage
export default {
async scheduled(controller, env, ctx) {
const data = await fetchCriticalData(); // Critical path
// Non-blocking background tasks
ctx.waitUntil(Promise.all([
logToAnalytics(data),
cleanupOldRecords(env.DB),
notifyWebhook(env.WEBHOOK_URL, data),
]));
},
};Workflow Integration
import { WorkflowEntrypoint } from "cloudflare:workers";
export class DataProcessingWorkflow extends WorkflowEntrypoint {
async run(event, step) {
const data = await step.do("fetch-data", () => fetchLargeDataset());
const processed = await step.do("process-data", () => processDataset(data));
await step.do("store-results", () => storeResults(processed));
}
}
export default {
async scheduled(controller, env, ctx) {
const instance = await env.MY_WORKFLOW.create({
params: { scheduledTime: controller.scheduledTime, cron: controller.cron },
});
console.log(`Started workflow: ${instance.id}`);
},
};Testing Handler
Local development (/__scheduled endpoint):
# Start dev server
npx wrangler dev
# Trigger any cron
curl "http://localhost:8787/__scheduled?cron=*/5+*+*+*+*"
# Trigger specific cron with custom time
curl "http://localhost:8787/__scheduled?cron=0+2+*+*+*&scheduledTime=1704067200000"Query parameters:
cron- Required. URL-encoded cron expression (use+for spaces)scheduledTime- Optional. Unix timestamp in milliseconds (defaults to current time)
Production security: The /__scheduled endpoint is available in production and can be triggered by anyone. Block it or implement authentication - see gotchas.md
Unit testing (Vitest):
// test/scheduled.test.ts
import { describe, it, expect } from "vitest";
import { env } from "cloudflare:test";
import worker from "../src/index";
describe("Scheduled Handler", () => {
it("processes scheduled event", async () => {
const controller = { scheduledTime: Date.now(), cron: "*/5 * * * *", type: "scheduled" as const, noRetry: () => {} };
const ctx = { waitUntil: (p: Promise<any>) => p, passThroughOnException: () => {} };
await worker.scheduled(controller, env, ctx);
expect(await env.MY_KV.get("last_run")).toBeDefined();
});
it("handles multiple crons", async () => {
const ctx = { waitUntil: () => {}, passThroughOnException: () => {} };
await worker.scheduled({ scheduledTime: Date.now(), cron: "*/5 * * * *", type: "scheduled", noRetry: () => {} }, env, ctx);
expect(await env.MY_KV.get("last_type")).toBe("frequent");
});
});Error Handling
Automatic retries:
Failed cron executions are retried automatically unless
noRetry()is calledRetry happens after a delay (typically minutes)
Only first
waitUntil()failure is recorded in Cron Events
Best practices:
export default {
async scheduled(controller, env, ctx) {
try {
await criticalOperation(env);
} catch (error) {
// Log error details
console.error("Cron failed:", {
cron: controller.cron,
scheduledTime: controller.scheduledTime,
error: error.message,
stack: error.stack,
});
// Decide: retry or skip
if (error.message.includes("rate limit")) {
controller.noRetry(); // Skip retry for rate limits
}
// Otherwise allow automatic retry
throw error;
}
},
};See Also
README.md - Overview
patterns.md - Use cases, examples
gotchas.md - Common errors, testing issues
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
AutoGineer is not affiliated with or endorsed by OpenAI or OpenAI.
Download ZIP
The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download cloudflare-deploy.zip