Cloudflare

OpenAIOfficialCreated by CloudflareDistributed by OpenAI

Skill
Tool integration
Cloud and DevOps
Apache-2.0
Medium risk

From the author

Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.

— the description by Cloudflare

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/download

Unzip 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
assets/cloudflare.png1.2 KiB
references/agents-sdk/README.md2.7 KiB
references/agents-sdk/api.md5.7 KiB
references/agents-sdk/configuration.md3.5 KiB
references/agents-sdk/gotchas.md5.0 KiB
references/agents-sdk/patterns.md5.4 KiB
references/ai-gateway/README.md6.2 KiB
references/ai-gateway/configuration.md2.9 KiB
references/ai-gateway/dynamic-routing.md1.8 KiB
references/ai-gateway/features.md2.7 KiB
references/ai-gateway/sdk-integration.md2.6 KiB
references/ai-gateway/troubleshooting.md2.4 KiB
references/ai-search/README.md4.4 KiB
references/ai-search/api.md2.5 KiB
references/ai-search/configuration.md1.7 KiB
references/ai-search/gotchas.md2.1 KiB
references/ai-search/patterns.md2.0 KiB
references/analytics-engine/README.md3.1 KiB
references/analytics-engine/api.md3.1 KiB
references/analytics-engine/configuration.md2.3 KiB
references/analytics-engine/gotchas.md2.0 KiB
references/analytics-engine/patterns.md2.3 KiB
references/api-shield/README.md1.8 KiB
references/api-shield/api.md3.8 KiB
references/api-shield/configuration.md4.9 KiB
references/api-shield/gotchas.md4.8 KiB
references/api-shield/patterns.md5.7 KiB
references/api/README.md2.3 KiB
references/api/api.md4.2 KiB
references/api/configuration.md3.7 KiB
references/api/gotchas.md5.3 KiB
references/api/patterns.md4.5 KiB
references/argo-smart-routing/README.md4.0 KiB
references/argo-smart-routing/api.md6.4 KiB
references/argo-smart-routing/configuration.md4.3 KiB
references/argo-smart-routing/gotchas.md4.2 KiB
references/argo-smart-routing/patterns.md3.0 KiB
references/bindings/README.md3.9 KiB
references/bindings/api.md5.1 KiB
references/bindings/configuration.md4.4 KiB
references/bindings/gotchas.md6.0 KiB
references/bindings/patterns.md4.9 KiB
references/bot-management/README.md3.7 KiB
references/bot-management/api.md5.6 KiB
references/bot-management/configuration.md5.6 KiB
references/bot-management/gotchas.md5.5 KiB
references/bot-management/patterns.md4.8 KiB
references/browser-rendering/README.md3.0 KiB
references/browser-rendering/api.md2.9 KiB
references/browser-rendering/configuration.md1.8 KiB
references/browser-rendering/gotchas.md2.5 KiB
references/browser-rendering/patterns.md2.6 KiB
references/c3/README.md3.3 KiB
references/c3/api.md2.2 KiB
references/c3/configuration.md1.6 KiB
references/c3/gotchas.md2.2 KiB
references/c3/patterns.md2.1 KiB
references/cache-reserve/README.md5.5 KiB
references/cache-reserve/api.md5.9 KiB
references/cache-reserve/configuration.md3.6 KiB
references/cache-reserve/gotchas.md5.6 KiB
references/cache-reserve/patterns.md6.1 KiB
references/containers/README.md3.4 KiB
references/containers/api.md4.2 KiB
references/containers/configuration.md5.3 KiB
references/containers/gotchas.md4.4 KiB
references/containers/patterns.md4.8 KiB
references/cron-triggers/README.md2.9 KiB
references/cron-triggers/api.md5.7 KiB
references/cron-triggers/configuration.md4.1 KiB
references/cron-triggers/gotchas.md6.1 KiB
references/cron-triggers/patterns.md6.8 KiB
references/d1/README.md4.6 KiB
references/d1/api.md6.6 KiB
references/d1/configuration.md5.3 KiB
references/d1/gotchas.md4.2 KiB
references/d1/patterns.md7.1 KiB
references/ddos/README.md2.0 KiB
references/ddos/api.md4.1 KiB
references/ddos/configuration.md2.9 KiB
references/ddos/gotchas.md3.8 KiB
references/ddos/patterns.md5.5 KiB
references/do-storage/README.md2.7 KiB
references/do-storage/api.md3.5 KiB
references/do-storage/configuration.md2.2 KiB
references/do-storage/gotchas.md5.1 KiB
references/do-storage/patterns.md5.1 KiB
references/do-storage/testing.md4.8 KiB
references/durable-objects/README.md6.4 KiB
references/durable-objects/api.md6.0 KiB
references/durable-objects/configuration.md4.2 KiB
references/durable-objects/gotchas.md7.1 KiB
references/durable-objects/patterns.md6.5 KiB
references/email-routing/README.md3.3 KiB
references/email-routing/api.md5.2 KiB
references/email-routing/configuration.md3.5 KiB
references/email-routing/gotchas.md4.0 KiB
references/email-routing/patterns.md5.3 KiB
references/email-workers/README.md5.2 KiB
references/email-workers/api.md5.9 KiB
references/email-workers/configuration.md2.7 KiB
references/email-workers/gotchas.md3.0 KiB
references/email-workers/patterns.md2.7 KiB
references/graphql-api/README.md7.6 KiB
references/graphql-api/api.md5.6 KiB
references/graphql-api/configuration.md4.6 KiB
references/graphql-api/gotchas.md4.7 KiB
references/graphql-api/patterns.md6.4 KiB
references/hyperdrive/README.md2.8 KiB
references/hyperdrive/api.md3.8 KiB
references/hyperdrive/configuration.md3.8 KiB
references/hyperdrive/gotchas.md3.8 KiB
references/hyperdrive/patterns.md5.8 KiB
references/images/README.md2.8 KiB
references/images/api.md2.5 KiB
references/images/configuration.md4.0 KiB
references/images/gotchas.md2.4 KiB
references/images/patterns.md3.5 KiB
references/kv/README.md2.8 KiB
references/kv/api.md4.2 KiB
references/kv/configuration.md3.0 KiB
references/kv/gotchas.md4.3 KiB
references/kv/patterns.md4.6 KiB
references/miniflare/README.md2.9 KiB
references/miniflare/api.md4.5 KiB
references/miniflare/configuration.md3.4 KiB
references/miniflare/gotchas.md3.6 KiB
references/miniflare/patterns.md4.2 KiB
references/network-interconnect/README.md3.2 KiB
references/network-interconnect/api.md5.5 KiB
references/network-interconnect/configuration.md4.2 KiB
references/network-interconnect/gotchas.md5.4 KiB
references/network-interconnect/patterns.md3.9 KiB
references/observability/README.md3.8 KiB
references/observability/api.md3.4 KiB
references/observability/configuration.md3.5 KiB
references/observability/gotchas.md3.7 KiB
references/observability/patterns.md2.4 KiB
references/pages-functions/README.md3.2 KiB
references/pages-functions/api.md4.6 KiB
references/pages-functions/configuration.md2.9 KiB
references/pages-functions/gotchas.md3.8 KiB
references/pages-functions/patterns.md4.1 KiB
references/pages/README.md2.8 KiB
references/pages/api.md5.8 KiB
references/pages/configuration.md5.7 KiB
references/pages/gotchas.md7.7 KiB
references/pages/patterns.md5.8 KiB
references/pipelines/README.md3.3 KiB
references/pipelines/api.md5.0 KiB
references/pipelines/configuration.md2.7 KiB
references/pipelines/gotchas.md2.4 KiB
references/pipelines/patterns.md2.0 KiB
references/pulumi/README.md3.2 KiB
references/pulumi/api.md5.6 KiB
references/pulumi/configuration.md5.5 KiB
references/pulumi/gotchas.md6.3 KiB
references/pulumi/patterns.md6.8 KiB
references/queues/README.md3.0 KiB
references/queues/api.md5.4 KiB
references/queues/configuration.md3.7 KiB
references/queues/gotchas.md7.0 KiB
references/queues/patterns.md5.4 KiB
references/r2-data-catalog/README.md6.9 KiB
references/r2-data-catalog/api.md5.9 KiB
references/r2-data-catalog/configuration.md5.2 KiB
references/r2-data-catalog/gotchas.md5.9 KiB
references/r2-data-catalog/patterns.md5.7 KiB
references/r2-sql/README.md5.1 KiB
references/r2-sql/api.md3.9 KiB
references/r2-sql/configuration.md3.7 KiB
references/r2-sql/gotchas.md6.1 KiB
references/r2-sql/patterns.md6.6 KiB
references/r2/README.md2.8 KiB
references/r2/api.md5.5 KiB
references/r2/configuration.md3.6 KiB
references/r2/gotchas.md4.9 KiB
references/r2/patterns.md5.7 KiB
references/realtime-sfu/README.md3.0 KiB
references/realtime-sfu/api.md3.7 KiB
references/realtime-sfu/configuration.md3.4 KiB
references/realtime-sfu/gotchas.md4.8 KiB
references/realtime-sfu/patterns.md5.3 KiB
references/realtimekit/README.md4.0 KiB
references/realtimekit/api.md8.2 KiB
references/realtimekit/configuration.md5.1 KiB
references/realtimekit/gotchas.md6.7 KiB
references/realtimekit/patterns.md7.5 KiB
references/sandbox/README.md3.0 KiB
references/sandbox/api.md4.8 KiB
references/sandbox/configuration.md3.3 KiB
references/sandbox/gotchas.md5.3 KiB
references/sandbox/patterns.md5.0 KiB
references/secrets-store/README.md2.2 KiB
references/secrets-store/api.md4.3 KiB
references/secrets-store/configuration.md3.8 KiB
references/secrets-store/gotchas.md3.7 KiB
references/secrets-store/patterns.md5.5 KiB
references/smart-placement/README.md4.9 KiB
references/smart-placement/api.md5.4 KiB
references/smart-placement/configuration.md6.0 KiB
references/smart-placement/gotchas.md5.5 KiB
references/smart-placement/patterns.md5.6 KiB
references/snippets/README.md3.1 KiB
references/snippets/api.md5.0 KiB
references/snippets/configuration.md6.2 KiB
references/snippets/gotchas.md2.2 KiB
references/snippets/patterns.md3.3 KiB
references/spectrum/README.md2.3 KiB
references/spectrum/api.md4.8 KiB
references/spectrum/configuration.md4.2 KiB
references/spectrum/gotchas.md3.6 KiB
references/spectrum/patterns.md4.7 KiB
references/static-assets/README.md2.1 KiB
references/static-assets/api.md4.3 KiB
references/static-assets/configuration.md4.7 KiB
references/static-assets/gotchas.md4.0 KiB
references/static-assets/patterns.md4.8 KiB
references/stream/README.md3.8 KiB
references/stream/api-live.md5.0 KiB
references/stream/api.md5.1 KiB
references/stream/configuration.md3.1 KiB
references/stream/gotchas.md4.2 KiB
references/stream/patterns.md6.2 KiB
references/tail-workers/README.md2.9 KiB
references/tail-workers/api.md5.0 KiB
references/tail-workers/configuration.md3.4 KiB
references/tail-workers/gotchas.md4.5 KiB
references/tail-workers/patterns.md3.9 KiB
references/terraform/README.md3.6 KiB
references/terraform/api.md3.9 KiB
references/terraform/configuration.md7.4 KiB
references/terraform/gotchas.md5.1 KiB
references/terraform/patterns.md6.5 KiB
references/tunnel/README.md3.6 KiB
references/tunnel/api.md4.3 KiB
references/tunnel/configuration.md3.6 KiB
references/tunnel/gotchas.md3.8 KiB
references/tunnel/networking.md3.9 KiB
references/tunnel/patterns.md3.8 KiB
references/turn/README.md3.6 KiB
references/turn/api.md5.1 KiB
references/turn/configuration.md4.1 KiB
references/turn/gotchas.md6.9 KiB
references/turn/patterns.md6.0 KiB
references/turnstile/README.md3.4 KiB
references/turnstile/api.md6.3 KiB
references/turnstile/configuration.md6.6 KiB
references/turnstile/gotchas.md6.1 KiB
references/turnstile/patterns.md4.5 KiB
references/vectorize/README.md4.2 KiB
references/vectorize/api.md2.3 KiB
references/vectorize/configuration.md1.9 KiB
references/vectorize/gotchas.md2.1 KiB
references/vectorize/patterns.md2.5 KiB
references/waf/README.md3.4 KiB
references/waf/api.md5.7 KiB
references/waf/configuration.md4.7 KiB
references/waf/gotchas.md6.1 KiB
references/waf/patterns.md5.2 KiB
references/web-analytics/README.md5.1 KiB
references/web-analytics/configuration.md2.0 KiB
references/web-analytics/gotchas.md1.9 KiB
references/web-analytics/integration.md1.7 KiB
references/web-analytics/patterns.md2.2 KiB
references/workerd/README.md2.7 KiB
references/workerd/api.md4.8 KiB
references/workerd/configuration.md5.1 KiB
references/workerd/gotchas.md4.7 KiB
references/workerd/patterns.md4.8 KiB
references/workers-ai/README.md5.9 KiB
references/workers-ai/api.md2.7 KiB
references/workers-ai/configuration.md1.9 KiB
references/workers-ai/gotchas.md2.6 KiB
references/workers-ai/patterns.md3.0 KiB
references/workers-for-platforms/README.md3.8 KiB
references/workers-for-platforms/api.md5.4 KiB
references/workers-for-platforms/configuration.md3.8 KiB
references/workers-for-platforms/gotchas.md5.3 KiB
references/workers-for-platforms/patterns.md5.4 KiB
references/workers-playground/README.md3.9 KiB
references/workers-playground/api.md2.2 KiB
references/workers-playground/configuration.md4.4 KiB
references/workers-playground/gotchas.md2.0 KiB
references/workers-playground/patterns.md3.2 KiB
references/workers-vpc/README.md5.3 KiB
references/workers-vpc/api.md5.2 KiB
references/workers-vpc/configuration.md3.8 KiB
references/workers-vpc/gotchas.md4.4 KiB
references/workers-vpc/patterns.md5.9 KiB
references/workers/README.md3.4 KiB
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/observability/gotchas.md

Common Errors

"Logs not appearing"

Cause: Observability disabled, Worker not redeployed, no traffic, low sampling rate, or log size exceeds 256 KB Solution:

# Verify config
cat wrangler.jsonc | jq '.observability'

# Check deployment
wrangler deployments list <WORKER_NAME>

# Test with curl
curl https://your-worker.workers.dev

Ensure observability.enabled = true, redeploy Worker, check head_sampling_rate, verify traffic

"Traces not being captured"

Cause: Traces not enabled, incorrect sampling rate, Worker not redeployed, or destination unavailable Solution:

// Temporarily set to 100% sampling for debugging
{
  "observability": {
    "enabled": true,
    "head_sampling_rate": 1.0,
    "traces": {
      "enabled": true
    }
  }
}

Ensure observability.traces.enabled = true, set head_sampling_rate to 1.0 for testing, redeploy, check destination status

Limits

Resource/Limit	Value	Notes
Max log size	256 KB	Logs exceeding this are truncated
Default sampling rate	1.0 (100%)	Reduce for high-traffic Workers
Max destinations	Varies by plan	Check dashboard
Trace context propagation	100 spans max	Deep call chains may lose spans
Analytics Engine write rate	25 writes/request	Excess writes dropped silently

Performance Gotchas

Spectre Mitigation Timing

Problem: Date.now() and performance.now() have reduced precision (coarsened to 100μs) Cause: Spectre vulnerability mitigation in V8 Solution: Accept reduced precision or use Workers Traces for accurate timing

// Date.now() is coarsened - trace spans are accurate
export default {
  async fetch(request: Request, env: Env, ctx: ExecutionContext): Promise<Response> {
    // For user-facing timing, Date.now() is fine
    const start = Date.now();
    const response = await processRequest(request);
    const duration = Date.now() - start;

    // For detailed performance analysis, use Workers Traces instead
    return response;
  }
}

Analytics Engine _sample_interval Aggregation

Problem: Queries return incorrect totals when not multiplying by _sample_interval Cause: Analytics Engine stores sampled data points, each representing multiple events Solution: Always multiply counts/sums by _sample_interval in aggregations

-- WRONG: Undercounts actual events
SELECT blob1 AS customer_id, COUNT(*) AS total_calls
FROM api_usage GROUP BY customer_id;

-- CORRECT: Accounts for sampling
SELECT blob1 AS customer_id, SUM(_sample_interval) AS total_calls
FROM api_usage GROUP BY customer_id;

Trace Context Propagation Limits

Problem: Deep call chains lose trace context after 100 spans Cause: Cloudflare limits trace depth to prevent performance impact Solution: Design for flatter architectures or use custom correlation IDs for deep chains

// For deep call chains, add custom correlation ID
const correlationId = crypto.randomUUID();
console.log({ correlationId, event: 'request_start' });

// Pass correlationId through headers to downstream services
await fetch('https://api.example.com', {
  headers: { 'X-Correlation-ID': correlationId }
});

Pricing (2026)

Workers Traces

GA Pricing (starts March 1, 2026):
- $0.10 per 1M trace spans captured
- Retention: 14 days included
Free tier: 10M trace spans/month
Note: Beta usage (before March 1, 2026) is free

Workers Logs

Included: Free for all Workers
Logpush: Requires Business/Enterprise plan

Analytics Engine

Included: 10M writes/month on Paid Workers plan
Additional: $0.25 per 1M writes beyond included quota

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

2026-11-09

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

From the author

AutoGineer summary

What it does

When to use it

Advantages

Usage examples

Install

Documentation by Cloudflare

Cloudflare Platform Skill

Retrieval Sources

Quick Decision Trees

"I need to run code"

"I need to store data"

"I need AI/ML"

"I need networking/connectivity"

"I need security"

"I need media/content"

"I need analytics/metrics data"

"I need infrastructure-as-code"

Product Index

Compute & Runtime

Storage & Data

AI & Machine Learning

Networking & Connectivity

Security

Media & Content

Real-Time Communication

Developer Tools

Infrastructure as Code

Other Services

Files

references/observability/gotchas.md

Common Errors

"Logs not appearing"

"Traces not being captured"

Limits

Performance Gotchas

Spectre Mitigation Timing

Analytics Engine _sample_interval Aggregation

Trace Context Propagation Limits

Pricing (2026)

Workers Traces

Workers Logs

Analytics Engine

Requirements and compatibility

Security

Attribution and licence

Related skills

Modal

Cloud Infrastructure Network Engineer

Deployment Validation Cloud Architect

Airflow Dag Patterns

Cost Optimization

Hybrid Cloud Networking

Download ZIP