Cloudflare
OpenAIOfficialCreated by CloudflareDistributed 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
The Cloudflare platform skill provides a centralized resource for developers building on Cloudflare's edge network. It covers the full ecosystem, including compute (Workers, Pages), storage (KV, D1, R2), AI integration (Workers AI, Agents SDK), networking, and security. The skill emphasizes a retrieval-first approach, directing users to official Cloudflare documentation and configuration schemas to ensure accuracy regarding API signatures, limits, and pricing.
What it does
- Provides decision trees to help select the right Cloudflare product for specific compute, storage, or networking needs.
- Offers structured references for the Cloudflare Agents SDK, including lifecycle hooks and state management.
- Guides users on integrating AI models and vector databases into edge applications.
- Outlines methods for managing infrastructure-as-code using Terraform or Pulumi.
- Facilitates access to product-specific documentation for security, media, and analytics services.
- Maintains a directory of developer tools like Wrangler and Miniflare for local development and testing.
When to use it
- When starting a new project on the Cloudflare platform and needing to choose the appropriate architecture.
- When implementing stateful AI agents using the Cloudflare Agents SDK.
- When configuring edge compute, storage bindings, or networking rules.
- When troubleshooting API limits, configuration errors, or deployment issues.
- When integrating AI models or vector search into existing edge applications.
Advantages
- Consolidates a vast ecosystem into a navigable, task-oriented structure.
- Promotes the use of official, up-to-date documentation over potentially stale training data.
- Simplifies complex architectural decisions through clear, logic-based decision trees.
- Provides specific code patterns for advanced features like Durable Objects and AI agents.
- Supports modern infrastructure-as-code workflows for consistent deployments.
Usage examples
- “I need to build a stateful AI chat agent on Cloudflare. How do I start?”
- The agent will guide you to use the AIChatAgent class from the Agents SDK, explain how to manage message history, and provide a template for integrating AI models.
- “Which storage solution should I use for relational data in my Worker?”
- The agent will point you to D1 for SQLite-based relational storage or Hyperdrive for connecting to existing Postgres/MySQL databases.
- “How do I expose my local development server to the internet via Cloudflare?”
- The agent will provide instructions on using Cloudflare Tunnel to securely connect your local service to the Cloudflare edge.
Install
Download the skill as a ZIP:
https://autogineer.com/agent-skills/openai/cloudflare/downloadUnzip it into the cross-client skills folder of your project:
mkdir -p .agents/skills && unzip cloudflare.zip -d .agents/skills
Documentation by Cloudflare
Cloudflare Platform Skill
Consolidated skill for building on the Cloudflare platform. Use decision trees below to find the right product, then load detailed references.
Your knowledge of Cloudflare APIs, types, limits, and pricing may be outdated. Prefer retrieval over pre-training — the references in this skill are starting points, not source of truth.
Retrieval Sources
Fetch the latest information before citing specific numbers, API signatures, or configuration options. Do not rely on baked-in knowledge or these reference files alone.
| Source | How to retrieve | Use for |
|---|---|---|
| Cloudflare docs | Search https://developers.cloudflare.com/ directly | Limits, pricing, API reference, compatibility dates/flags |
| Workers types | npm pack @cloudflare/workers-types or check node_modules | Type signatures, binding shapes, handler types |
| Wrangler config schema | node_modules/wrangler/config-schema.json | Config fields, binding shapes, allowed values |
| Product changelogs | https://developers.cloudflare.com/changelog/ | Recent changes to limits, features, deprecations |
When a reference file and the docs disagree, trust the docs. This is especially important for: numeric limits, pricing tiers, type signatures, and configuration options.
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 analytics/metrics data"
Need analytics?
├─ Query across all Cloudflare products (HTTP, Workers, DNS, etc.) → graphql-api/
├─ Custom high-cardinality metrics from Workers → analytics-engine/
├─ Client-side (RUM) performance data → web-analytics/
├─ Workers Logs and real-time debugging → observability/
└─ Raw logs (Logpush to external tools) → Cloudflare docs"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/ |
| GraphQL Analytics API | references/graphql-api/ |
| 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/ |
Files
- ATTRIBUTION.mdAdded by AutoGineer906 B
- LICENSE.txt10.5 KiB
- SKILL.md8.0 KiB
- agents/openai.yaml375 B
- assets/cloudflare-small.svg1.2 KiB
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- references/workers/configuration.md4.2 KiB
- references/workers/frameworks.md4.2 KiB
- references/workers/gotchas.md4.6 KiB
- references/workers/patterns.md5.3 KiB
- references/workflows/README.md2.4 KiB
- references/workflows/api.md6.3 KiB
- references/workflows/configuration.md3.6 KiB
- references/workflows/gotchas.md4.5 KiB
- references/workflows/patterns.md6.5 KiB
- references/wrangler/README.md4.6 KiB
- references/wrangler/api.md4.5 KiB
- 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
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references/realtime-sfu/gotchas.md
Gotchas & Troubleshooting
Common Errors
"Slow initial connect (~1.8s)"
Cause: First STUN delayed during consensus forming (normal behavior) Solution: Subsequent connections are faster. CF detects DTLS ClientHello early to compensate.
"No media flow"
Cause: SDP exchange incomplete, connection not established, tracks not added before offer, browser permissions missing Solution:
Verify SDP exchange complete
Check
pc.connectionState === 'connected'Ensure tracks added before creating offer
Confirm browser permissions granted
Use
chrome://webrtc-internalsfor debugging
"Track not receiving"
Cause: Track not published, track ID not shared, session IDs mismatch, pc.ontrack not set, renegotiation needed
Solution:
Verify track published successfully
Confirm track ID shared between peers
Check session IDs match
Set
pc.ontrackhandler before answerTrigger renegotiation if needed
"ICE connection failed"
Cause: Network changed, firewall blocked UDP, TURN needed, transient network issue Solution:
pc.oniceconnectionstatechange = async () => {
if (pc.iceConnectionState === 'failed') {
console.warn('ICE failed, attempting restart');
await pc.restartIce(); // Triggers new ICE gathering
// Create new offer with ICE restart flag
const offer = await pc.createOffer({iceRestart: true});
await pc.setLocalDescription(offer);
// Send to backend → Cloudflare API
await fetch(`/api/sessions/${sessionId}/renegotiate`, {
method: 'PUT',
body: JSON.stringify({sdp: offer.sdp})
});
}
};"Track stuck/frozen"
Cause: Sender paused track, network congestion, codec mismatch, mobile browser backgrounded Solution:
Check
track.enabledandtrack.readyState === 'live'Verify sender active:
pc.getSenders().find(s => s.track === track)Check stats for packet loss/jitter (see patterns.md)
On mobile: Re-acquire tracks when app foregrounded
Test with different codecs if persistent
"Network change disconnects call"
Cause: Mobile switching WiFi↔cellular, laptop changing networks Solution:
// Listen for network changes
if ('connection' in navigator) {
(navigator as any).connection.addEventListener('change', async () => {
console.log('Network changed');
await pc.restartIce(); // Use ICE restart pattern above
});
}
// Or use PartyTracks (handles automatically)Retry with Exponential Backoff
async function fetchWithRetry(url: string, options: RequestInit, maxRetries = 3) {
for (let i = 0; i < maxRetries; i++) {
try {
const res = await fetch(url, options);
if (res.ok) return res;
if (res.status >= 500) throw new Error('Server error');
return res; // Client error, don't retry
} catch (err) {
if (i === maxRetries - 1) throw err;
const delay = Math.min(1000 * 2 ** i, 10000); // Cap at 10s
await new Promise(resolve => setTimeout(resolve, delay));
}
}
}Debugging with chrome://webrtc-internals
Open
chrome://webrtc-internalsin Chrome/EdgeFind your PeerConnection in the list
Check Stats graphs for packet loss, jitter, bandwidth
Check ICE candidate pairs: Look for
succeededstate, relay vs host candidatesCheck getStats: Raw metrics for inbound/outbound RTP
Look for errors in Event log:
iceConnectionState,connectionStatechangesExport data with "Download the PeerConnection updates and stats data" button
Common issues visible here: ICE failures, high packet loss, bitrate drops
Limits
| Resource/Limit | Value | Notes |
|---|---|---|
| Egress (Free) | 1TB/month | Per account |
| Egress (Paid) | $0.05/GB | After free tier |
| Inbound traffic | Free | All plans |
| TURN service | Free | Included with SFU |
| Participants | No hard limit | Client bandwidth/CPU bound (typically 10-50 tracks) |
| Tracks per session | No hard limit | Client resources limited |
| Session duration | No hard limit | Production calls run for hours |
| WebRTC ports | UDP 1024-65535 | Outbound only, required for media |
| API rate limit | 600 req/min | Per app, burst allowed |
Security Checklist
✅ Never expose
CALLS_APP_SECRETto client✅ Validate user identity in backend before creating sessions
✅ Implement auth tokens for session access (JWT in custom header)
✅ Rate limit session creation endpoints
✅ Expire sessions server-side after inactivity
✅ Validate track IDs before subscribing (prevent unauthorized access)
✅ Use HTTPS for all signaling (API calls)
✅ Enable DTLS-SRTP (automatic with Cloudflare, encrypts media)
⚠️ Consider E2EE for sensitive content (implement client-side with Insertable Streams API)
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.
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
- Cloudflare
- Publisher
- OpenAI (Official)
- Distributed by
- OpenAI
- Source
- openai/plugins · plugins/cloudflare/skills/cloudflare · commit d420d13
- Licence
- Apache License 2.0 (redistribution allowed)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
AutoGineer is not affiliated with or endorsed by Cloudflare or OpenAI.
Download ZIP
The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download cloudflare.zip