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
- LICENSE.txt10.5 KiB
- SKILL.md7.2 KiB
- agents/openai.yaml331 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.md5.5 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.md4.4 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.md5.7 KiB
- references/bot-management/configuration.md5.6 KiB
- references/bot-management/gotchas.md5.5 KiB
- references/bot-management/patterns.md4.9 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.md2.3 KiB
- references/c3/patterns.md2.2 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.md5.7 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.md4.2 KiB
- references/cron-triggers/gotchas.md6.2 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.md5.2 KiB
- references/do-storage/testing.md4.8 KiB
- references/durable-objects/README.md6.5 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.md3.4 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.md5.4 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/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.md4.4 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.md7.8 KiB
- references/pages/patterns.md5.9 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.md6.4 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.md7.1 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.md6.0 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.md4.9 KiB
- references/sandbox/configuration.md3.3 KiB
- references/sandbox/gotchas.md5.3 KiB
- references/sandbox/patterns.md5.1 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.md3.7 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.md5.1 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.md3.7 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.md3.5 KiB
- references/turnstile/api.md6.3 KiB
- references/turnstile/configuration.md6.6 KiB
- references/turnstile/gotchas.md6.1 KiB
- references/turnstile/patterns.md4.6 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.md2.0 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.md5.5 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.md5.4 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.md4.3 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/auth.md2.1 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/do-storage/gotchas.md
DO Storage Gotchas & Troubleshooting
Concurrency Model (CRITICAL)
Durable Objects use input/output gates to prevent race conditions:
Input Gates
Block new requests during storage reads from CURRENT request:
// SAFE: Input gate active during await
async increment() {
const val = await this.ctx.storage.get("counter"); // Input gate blocks other requests
await this.ctx.storage.put("counter", val + 1);
return val;
}Output Gates
Hold response until ALL writes from current request confirm:
// SAFE: Output gate waits for put() to confirm before returning response
async increment() {
const val = await this.ctx.storage.get("counter");
this.ctx.storage.put("counter", val + 1); // No await
return new Response(String(val)); // Response delayed until write confirms
}Write Coalescing
Multiple writes to same key = atomic (last write wins):
// SAFE: All three writes coalesce atomically
this.ctx.storage.put("key", 1);
this.ctx.storage.put("key", 2);
this.ctx.storage.put("key", 3); // Final value: 3Breaking Gates (DANGER)
fetch() breaks input/output gates → allows request interleaving:
// UNSAFE: fetch() allows another request to interleave
async unsafe() {
const val = await this.ctx.storage.get("counter");
await fetch("https://api.example.com"); // Gate broken!
await this.ctx.storage.put("counter", val + 1); // Race condition possible
}Solution: Use blockConcurrencyWhile() or transaction():
// SAFE: Block concurrent requests explicitly
async safe() {
return await this.ctx.blockConcurrencyWhile(async () => {
const val = await this.ctx.storage.get("counter");
await fetch("https://api.example.com");
await this.ctx.storage.put("counter", val + 1);
return val;
});
}allowConcurrency Option
Opt out of input gate for reads that don't need protection:
// Allow concurrent reads (no consistency guarantee)
const val = await this.ctx.storage.get("metrics", { allowConcurrency: true });Common Errors
"Race Condition in Concurrent Calls"
Cause: Multiple concurrent storage operations initiated from same event (e.g., Promise.all()) are not protected by input gate
Solution: Avoid concurrent storage operations within single event; input gate only serializes requests from different events, not operations within same event
"Direct SQL Transaction Statements"
Cause: Using BEGIN TRANSACTION directly instead of transaction methods
Solution: Use this.ctx.storage.transactionSync() for sync operations or this.ctx.storage.transaction() for async operations
"Async in transactionSync"
Cause: Using async operations inside transactionSync() callback
Solution: Use async transaction() method instead of transactionSync() when async operations needed
"TypeScript Type Mismatch at Runtime"
Cause: Query doesn't return all fields specified in TypeScript type
Solution: Ensure SQL query selects all columns that match the TypeScript type definition
"Silent Data Corruption with Large IDs"
Cause: JavaScript numbers have 53-bit precision; SQLite INTEGER is 64-bit
Symptom: IDs > 9007199254740991 (Number.MAX_SAFE_INTEGER) silently truncate/corrupt
Solution: Store large IDs as TEXT:
// BAD: Snowflake/Twitter IDs will corrupt
this.sql.exec("CREATE TABLE events(id INTEGER PRIMARY KEY)");
this.sql.exec("INSERT INTO events VALUES (?)", 1234567890123456789n); // Corrupts!
// GOOD: Store as TEXT
this.sql.exec("CREATE TABLE events(id TEXT PRIMARY KEY)");
this.sql.exec("INSERT INTO events VALUES (?)", "1234567890123456789");"Alarm Not Deleted with deleteAll()"
Cause: deleteAll() doesn't delete alarms automatically
Solution: Call deleteAlarm() explicitly before deleteAll() to remove alarm
"Slow Performance"
Cause: Using async KV API instead of sync API
Solution: Use sync KV API (ctx.storage.kv) for better performance with simple key-value operations
"High Billing from Storage Operations"
Cause: Excessive rowsRead/rowsWritten or unused objects not cleaned up
Solution: Monitor rowsRead/rowsWritten metrics and ensure unused objects call deleteAll()
"Durable Object Overloaded"
Cause: Single DO exceeding ~1K req/sec soft limit
Solution: Shard across multiple DOs with random IDs or other distribution strategy
Limits
| Limit | Value | Notes |
|---|---|---|
| Max columns per table | 100 | SQL limitation |
| Max string/BLOB per row | 2 MB | SQL limitation |
| Max row size | 2 MB | SQL limitation |
| Max SQL statement size | 100 KB | SQL limitation |
| Max SQL parameters | 100 | SQL limitation |
| Max LIKE/GLOB pattern | 50 B | SQL limitation |
| SQLite storage per object | 10 GB | SQLite-backed storage |
| SQLite key+value size | 2 MB | SQLite-backed storage |
| KV storage per object | Unlimited | KV-style storage |
| KV key size | 2 KiB | KV-style storage |
| KV value size | 128 KiB | KV-style storage |
| Request throughput | ~1K req/sec | Soft limit per DO |
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