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/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.
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
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The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download cloudflare.zip