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://mp-staging.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/api.md5.0 KiB
- 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
- references/zaraz/patterns.md2.1 KiB
references/realtime-sfu/patterns.md
Patterns & Use Cases
Architecture
Client (WebRTC) <---> CF Edge <---> Backend (HTTP)
|
CF Backbone (310+ DCs)
|
Other Edges <---> Other ClientsAnycast: Last-mile <50ms (95%), no region select, NACK shield, distributed consensus
Cascading trees auto-scale to millions:
Publisher -> Edge A -> Edge B -> Sub1
\-> Edge C -> Sub2,3Use Cases
1:1: A creates session+publishes, B creates+subscribes to A+publishes, A subscribes to B N:N: All create session+publish, backend broadcasts track IDs, all subscribe to others 1:N: Publisher creates+publishes, viewers each create+subscribe (no fan-out limit) Breakout: Same PeerConnection! Backend closes/adds tracks, no recreation
PartyTracks (Recommended)
Observable-based client with automatic device/network handling:
import {PartyTracks} from 'partytracks';
// Create client
const pt = new PartyTracks({
apiUrl: '/api/calls',
sessionId: 'my-session',
onTrack: (track, peer) => {
const video = document.getElementById(`video-${peer.id}`) as HTMLVideoElement;
video.srcObject = new MediaStream([track]);
}
});
// Publish camera (push API)
const camera = await pt.getCamera(); // Auto-requests permissions, handles device changes
await pt.publishTrack(camera, {trackName: 'my-camera'});
// Subscribe to remote track (pull API)
await pt.subscribeToTrack({trackName: 'remote-camera', sessionId: 'other-session'});
// React hook example
import {useObservableAsValue} from 'observable-hooks';
function VideoCall() {
const localTracks = useObservableAsValue(pt.localTracks$);
const remoteTracks = useObservableAsValue(pt.remoteTracks$);
return <div>{/* Render tracks */}</div>;
}
// Screenshare
const screen = await pt.getScreenshare();
await pt.publishTrack(screen, {trackName: 'my-screen'});
// Handle device changes (automatic)
// PartyTracks detects device changes (e.g., Bluetooth headset) and renegotiatesBackend
Express:
app.post('/api/new-session', async (req, res) => {
const r = await fetch(`${CALLS_API}/apps/${process.env.CALLS_APP_ID}/sessions/new`,
{method: 'POST', headers: {'Authorization': `Bearer ${process.env.CALLS_APP_SECRET}`}});
res.json(await r.json());
});Workers: Same pattern, use env.CALLS_APP_ID and env.CALLS_APP_SECRET
DO Presence: See configuration.md for boilerplate
Audio Level Detection
// Attach analyzer to audio track
function attachAudioLevelDetector(track: MediaStreamTrack) {
const ctx = new AudioContext();
const analyzer = ctx.createAnalyser();
const src = ctx.createMediaStreamSource(new MediaStream([track]));
src.connect(analyzer);
const data = new Uint8Array(analyzer.frequencyBinCount);
const checkLevel = () => {
analyzer.getByteFrequencyData(data);
const level = data.reduce((a, b) => a + b) / data.length;
if (level > 30) console.log('Speaking:', level); // Trigger UI update
requestAnimationFrame(checkLevel);
};
checkLevel();
}Connection Quality Monitoring
pc.getStats().then(stats => {
stats.forEach(report => {
if (report.type === 'inbound-rtp' && report.kind === 'video') {
const {packetsLost, packetsReceived, jitter} = report;
const lossRate = packetsLost / (packetsLost + packetsReceived);
if (lossRate > 0.05) console.warn('High packet loss:', lossRate);
if (jitter > 100) console.warn('High jitter:', jitter);
}
});
});Stage Management (Limit Visible Participants)
// Subscribe to top 6 active speakers only
let activeSubscriptions = new Set<string>();
function updateStage(topSpeakers: string[]) {
const toAdd = topSpeakers.filter(id => !activeSubscriptions.has(id)).slice(0, 6);
const toRemove = [...activeSubscriptions].filter(id => !topSpeakers.includes(id));
toRemove.forEach(id => {
pc.getSenders().find(s => s.track?.id === id)?.track?.stop();
activeSubscriptions.delete(id);
});
toAdd.forEach(async id => {
await fetch(`/api/subscribe`, {method: 'POST', body: JSON.stringify({trackId: id})});
activeSubscriptions.add(id);
});
}Advanced
Bandwidth mgmt:
const s = pc.getSenders().find(s => s.track?.kind === 'video');
const p = s.getParameters();
if (!p.encodings) p.encodings = [{}];
p.encodings[0].maxBitrate = 1200000; p.encodings[0].maxFramerate = 24;
await s.setParameters(p);Simulcast (CF auto-forwards best layer):
pc.addTransceiver('video', {direction: 'sendonly', sendEncodings: [
{rid: 'high', maxBitrate: 1200000},
{rid: 'med', maxBitrate: 600000, scaleResolutionDownBy: 2},
{rid: 'low', maxBitrate: 200000, scaleResolutionDownBy: 4}
]});DataChannel:
const dc = pc.createDataChannel('chat', {ordered: true, maxRetransmits: 3});
dc.onopen = () => dc.send(JSON.stringify({type: 'chat', text: 'Hi'}));
dc.onmessage = (e) => console.log('RX:', JSON.parse(e.data));WHIP/WHEP: For streaming interop (OBS → SFU, SFU → video players), use WHIP (ingest) and WHEP (egress) protocols. See Cloudflare Stream integration docs.
Integrations: R2 for recording env.R2_BUCKET.put(...), Queues for analytics
Perf: 100-250ms connect, ~50ms latency (95%), 200-400ms glass-to-glass, no participant limit (client: 10-50 tracks)
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