Cloudflare Deploy
JetBrainsOfficialCreated by OpenAIDistributed by JetBrains
- 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
The Cloudflare Deploy skill serves as a centralized hub for developers working within the Cloudflare ecosystem. It provides structured decision trees to help users select the appropriate Cloudflare product—ranging from compute and storage to AI and security—and offers guidance on authentication, deployment, and troubleshooting. The skill includes specific references for building stateful, distributed AI agents using the Cloudflare Agents SDK, covering lifecycle hooks, state management, and SQL integration.
What it does
- Provides decision trees to select the right Cloudflare product for compute, storage, AI, or networking needs.
- Offers guidance on authentication using Wrangler for local and CI/CD environments.
- Includes detailed documentation for building stateful AI agents with the Cloudflare Agents SDK.
- Supports infrastructure-as-code integration via Pulumi and Terraform.
- Provides troubleshooting steps for network-related deployment failures.
- Maps specific use cases to relevant product references and technical documentation.
When to use it
- When you need to deploy, host, or publish a project on Cloudflare.
- When you are unsure which Cloudflare product best fits your compute, storage, or AI requirements.
- When building stateful AI agents that require persistent memory and real-time connections.
- When you need to configure security, networking, or media optimization services on Cloudflare.
- When troubleshooting deployment timeouts or network connectivity issues.
Advantages
- Consolidates fragmented documentation into a single, navigable resource.
- Simplifies product selection through clear, logic-based decision trees.
- Provides ready-to-use code patterns for complex tasks like AI agent development.
- Addresses common operational hurdles like authentication and network sandboxing.
Usage examples
- “I need to deploy a full-stack web application to Cloudflare. Which product should I use?”
- The agent will guide you to use Cloudflare Pages for Git-based deployments and provide the necessary steps to get started.
- “How do I build a stateful AI chat agent on Cloudflare?”
- The agent will provide the AIChatAgent class structure, explain how to manage message history, and show how to integrate with Workers AI.
- “My deployment is failing with a network timeout. What should I do?”
- The agent will recommend rerunning the deployment with escalated permissions using the sandbox_permissions=require_escalated flag.
Install
Download the skill as a ZIP:
https://autogineer.com/agent-skills/jetbrains/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
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- 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/workflows/patterns.md
Workflow Patterns
Image Processing Pipeline
export class ImageProcessingWorkflow extends WorkflowEntrypoint<Env, Params> {
async run(event, step) {
const imageData = await step.do('fetch', async () => (await this.env.BUCKET.get(event.params.imageKey)).arrayBuffer());
const description = await step.do('generate description', async () =>
await this.env.AI.run('@cf/llava-hf/llava-1.5-7b-hf', {image: Array.from(new Uint8Array(imageData)), prompt: 'Describe this image', max_tokens: 50})
);
await step.waitForEvent('await approval', { event: 'approved', timeout: '24h' });
await step.do('publish', async () => await this.env.BUCKET.put(`public/${event.params.imageKey}`, imageData));
}
}User Lifecycle
export class UserLifecycleWorkflow extends WorkflowEntrypoint<Env, Params> {
async run(event, step) {
await step.do('welcome email', async () => await sendEmail(event.params.email, 'Welcome!'));
await step.sleep('trial period', '7 days');
const hasConverted = await step.do('check conversion', async () => {
const user = await this.env.DB.prepare('SELECT subscription_status FROM users WHERE id = ?').bind(event.params.userId).first();
return user.subscription_status === 'active';
});
if (!hasConverted) await step.do('trial expiration email', async () => await sendEmail(event.params.email, 'Trial ending'));
}
}Data Pipeline
export class DataPipelineWorkflow extends WorkflowEntrypoint<Env, Params> {
async run(event, step) {
const rawData = await step.do('extract', {retries: { limit: 10, delay: '30s', backoff: 'exponential' }}, async () => {
const res = await fetch(event.params.sourceUrl);
if (!res.ok) throw new Error('Fetch failed');
return res.json();
});
const transformed = await step.do('transform', async () =>
rawData.map(item => ({ id: item.id, normalized: normalizeData(item) }))
);
const dataRef = await step.do('store', async () => {
const key = `processed/${Date.now()}.json`;
await this.env.BUCKET.put(key, JSON.stringify(transformed));
return { key };
});
await step.do('load', async () => {
const data = await (await this.env.BUCKET.get(dataRef.key)).json();
for (let i = 0; i < data.length; i += 100) {
await this.env.DB.batch(data.slice(i, i + 100).map(item =>
this.env.DB.prepare('INSERT INTO records VALUES (?, ?)').bind(item.id, item.normalized)
));
}
});
}
}Human-in-the-Loop Approval
export class ApprovalWorkflow extends WorkflowEntrypoint<Env, Params> {
async run(event, step) {
await step.do('create approval', async () => await this.env.DB.prepare('INSERT INTO approvals (id, user_id, status) VALUES (?, ?, ?)').bind(event.instanceId, event.params.userId, 'pending').run());
try {
const approval = await step.waitForEvent<{ approved: boolean }>('wait for approval', { event: 'approval-response', timeout: '48h' });
if (approval.approved) { await step.do('process approval', async () => {}); }
else { await step.do('handle rejection', async () => {}); }
} catch (e) {
await step.do('auto reject', async () => await this.env.DB.prepare('UPDATE approvals SET status = ? WHERE id = ?').bind('auto-rejected', event.instanceId).run());
}
}
}Testing Workflows
Setup
// vitest.config.ts
import { defineWorkersConfig } from '@cloudflare/vitest-pool-workers/config';
export default defineWorkersConfig({
test: {
poolOptions: {
workers: {
wrangler: { configPath: './wrangler.jsonc' }
}
}
}
});Introspection API
import { introspectWorkflowInstance } from 'cloudflare:test';
const instance = await env.MY_WORKFLOW.create({ params: { userId: '123' } });
const introspector = await introspectWorkflowInstance(env.MY_WORKFLOW, instance.id);
// Wait for step completion
const result = await introspector.waitForStepResult({ name: 'fetch user', index: 0 });
// Mock step behavior
await introspector.modify(async (m) => {
await m.mockStepResult({ name: 'api call' }, { mocked: true });
});Best Practices
✅ DO
Granular steps: One API call per step (unless proving idempotency)
Idempotency: Check-then-execute; use idempotency keys
Deterministic names: Use static or step-output-based names
Return state: Persist via step returns, not variables
Always await:
await step.do(), avoid dangling promisesDeterministic conditionals: Base on
event.payloador step outputsStore large data externally: R2/KV for >1 MiB, return refs
Batch creation:
createBatch()for multiple instances
❌ DON'T
One giant step: Breaks durability & retry control
State outside steps: Lost on hibernation
Mutate events: Events immutable, return new state
Non-deterministic logic outside steps:
Math.random(),Date.now()must be in stepsSide effects outside steps: May duplicate on restart
Non-deterministic step names: Prevents caching
Ignore timeouts:
waitForEventthrows, use try-catchReuse instance IDs: Must be unique within retention
Orchestration Patterns
Fan-Out (Parallel Processing)
const files = await step.do('list', async () => this.env.BUCKET.list());
await Promise.all(files.objects.map((file, i) => step.do(`process ${i}`, async () => processFile(await (await this.env.BUCKET.get(file.key)).arrayBuffer()))));Parent-Child Workflows
const child = await step.do('start child', async () => await this.env.CHILD_WORKFLOW.create({id: `child-${event.instanceId}`, params: { data: result.data }}));
await step.do('other work', async () => console.log(`Child started: ${child.id}`));Race Pattern
const winner = await Promise.race([
step.do('option A', async () => slowOperation()),
step.do('option B', async () => fastOperation())
]);Scheduled Workflow Chain
export default { async scheduled(event, env) { await env.DAILY_WORKFLOW.create({id: `daily-${event.scheduledTime}`, params: { timestamp: event.scheduledTime }}); }};
export class DailyWorkflow extends WorkflowEntrypoint<Env, Params> {
async run(event, step) {
await step.do('daily task', async () => {});
await step.sleep('wait 7 days', '7 days');
await step.do('weekly followup', async () => {});
}
}See: configuration.md, api.md, gotchas.md
Requirements and compatibility
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
- Created by
- OpenAI
- Publisher
- JetBrains (Official)
- Distributed by
- JetBrains
- Source
- JetBrains/skills · cloudflare-deploy · commit 3f53782
- Licence
- Apache License 2.0 (redistribution allowed)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
AutoGineer is not affiliated with or endorsed by OpenAI or JetBrains.
Download ZIP
The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download cloudflare-deploy.zip