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/bot-management/api.md
Bot Management API
Workers: BotManagement Interface
interface BotManagement {
score: number; // 1-99 (Enterprise), 0 if not computed
verifiedBot: boolean; // Is verified bot
staticResource: boolean; // Serves static resource
ja3Hash: string; // JA3 fingerprint (Enterprise, HTTPS only)
ja4: string; // JA4 fingerprint (Enterprise, HTTPS only)
jsDetection?: {
passed: boolean; // Passed JS detection (if enabled)
};
detectionIds: number[]; // Heuristic detection IDs
corporateProxy?: boolean; // From corporate proxy (Enterprise)
}
// DEPRECATED: Use botManagement.score instead
// request.cf.clientTrustScore (legacy, duplicate of botManagement.score)
// Access via request.cf
import type { IncomingRequestCfProperties } from '@cloudflare/workers-types';
export default {
async fetch(request: Request): Promise<Response> {
const cf = request.cf as IncomingRequestCfProperties | undefined;
const botMgmt = cf?.botManagement;
if (!botMgmt) return fetch(request);
if (botMgmt.verifiedBot) return fetch(request); // Allow verified bots
if (botMgmt.score === 1) return new Response('Blocked', { status: 403 });
if (botMgmt.score < 30) return new Response('Challenge required', { status: 429 });
return fetch(request);
}
};WAF Fields Reference
# Score fields
cf.bot_management.score # 0-99 (0 = not computed)
cf.bot_management.verified_bot # boolean
cf.bot_management.static_resource # boolean
cf.bot_management.ja3_hash # string (Enterprise)
cf.bot_management.ja4 # string (Enterprise)
cf.bot_management.detection_ids # array
cf.bot_management.js_detection.passed # boolean
cf.bot_management.corporate_proxy # boolean (Enterprise)
cf.verified_bot_category # string
# Workers equivalent
request.cf.botManagement.score
request.cf.botManagement.verifiedBot
request.cf.botManagement.ja3Hash
request.cf.botManagement.ja4
request.cf.botManagement.jsDetection.passed
request.cf.verifiedBotCategoryJA4 Signals (Enterprise)
import type { IncomingRequestCfProperties } from '@cloudflare/workers-types';
interface JA4Signals {
// Ratios (0.0-1.0)
heuristic_ratio_1h?: number; // Fraction flagged by heuristics
browser_ratio_1h?: number; // Fraction from real browsers
cache_ratio_1h?: number; // Fraction hitting cache
h2h3_ratio_1h?: number; // Fraction using HTTP/2 or HTTP/3
// Ranks (relative position in distribution)
uas_rank_1h?: number; // User-Agent diversity rank
paths_rank_1h?: number; // Path diversity rank
reqs_rank_1h?: number; // Request volume rank
ips_rank_1h?: number; // IP diversity rank
// Quantiles (0.0-1.0, percentile in distribution)
reqs_quantile_1h?: number; // Request volume quantile
ips_quantile_1h?: number; // IP count quantile
}
export default {
async fetch(request: Request): Promise<Response> {
const cf = request.cf as IncomingRequestCfProperties | undefined;
const ja4Signals = cf?.ja4Signals as JA4Signals | undefined;
if (!ja4Signals) return fetch(request); // Not available for HTTP or Worker routing
// Check for anomalous behavior
// High heuristic_ratio or low browser_ratio = suspicious
const heuristicRatio = ja4Signals.heuristic_ratio_1h ?? 0;
const browserRatio = ja4Signals.browser_ratio_1h ?? 0;
if (heuristicRatio > 0.5 || browserRatio < 0.3) {
return new Response('Suspicious traffic', { status: 403 });
}
return fetch(request);
}
};Common Patterns
See patterns.md for Workers examples: mobile app allowlisting, corporate proxy exemption, datacenter detection, conditional delay, and more.
Bot Analytics
Access Locations
Dashboard: Security > Bots (old) or Security > Analytics > Bot analysis (new)
GraphQL API for programmatic access
Security Events & Security Analytics
Logpush/Logpull
Available Data
Enterprise BM: Bot scores (1-99), bot score source, distribution
Pro/Business: Bot groupings (automated, likely automated, likely human)
Top attributes: IPs, paths, user agents, countries
Detection sources: Heuristics, ML, AD, JSD
Verified bot categories
Time Ranges
Enterprise BM: Up to 1 week at a time, 30 days history
Pro/Business: Up to 72 hours at a time, 30 days history
Real-time in most cases, adaptive sampling (1-10% depending on volume)
Logpush Fields
BotScore # 1-99 or 0 if not computed
BotScoreSrc # Detection engine (ML, Heuristics, etc.)
BotTags # Classification tags
BotDetectionIDs # Heuristic detection IDsBotScoreSrc values:
"Heuristics"- Known fingerprint"Machine Learning"- ML model"Anomaly Detection"- Baseline anomaly"JS Detection"- JavaScript check"Cloudflare Service"- Zero Trust"Not Computed"- Score = 0
Access via Logpush (stream to cloud storage/SIEM), Logpull (API to fetch logs), or GraphQL API (query analytics data).
Testing with Miniflare
Miniflare provides mock botManagement data for local development:
Default values:
score: 99(human)verifiedBot: falsecorporateProxy: falseja3Hash: "25b4882c2bcb50cd6b469ff28c596742"staticResource: falsedetectionIds: []
Override in tests:
import { getPlatformProxy } from 'wrangler';
const { cf, dispose } = await getPlatformProxy();
// cf.botManagement is frozen mock object
expect(cf.botManagement.score).toBe(99);For custom test data, mock request.cf in your test setup.
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