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API deployment checklist | OpenAI API

A comprehensive guide outlining the necessary steps and best practices for preparing, testing, and monitoring an OpenAI API-based application for production deployment.

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Viewing SKILL.md

API deployment checklist | OpenAI API

A comprehensive guide outlining the necessary steps and best practices for preparing, testing, and monitoring an OpenAI API-based application for production deployment.

When To Use

Use when preparing to move an LLM-powered application into a production environment and needing to verify security, reliability, and cost management configurations.

Reference Files

FileContainsUse For
SKILL.mdEntry point: scope, routing table, and workflow.Start here.
docs/api-deployment-checklist-openai-workflow-guide.mdA checklist of configuration parameters and API features to optimize quality, cost, latency, and reliability during deployment.Questions about a checklist of configuration parameters and API features to optimize quality, cost, latency, and reliability during d...
examples/api-deployment-checklist-openai-openai-api-deployment-checklist.textA text-based checklist of best practices and operational requirements for deploying applications using the OpenAI API.Exact payloads, commands, or snippets shown in A text-based checklist of best practices and operational requirements for deploying applications using the OpenAI API.
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-python.textA Python script demonstrating how to use the OpenAI client to process a dependency error prompt as part of a deployment checklist workflow.Exact payloads, commands, or snippets shown in A Python script demonstrating how to use the OpenAI client to process a dependency error prompt as part of a deployme...
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-nodejs.textA Node.js code example demonstrating how to use the OpenAI API to summarize an incident report as part of a deployment checklist.Exact payloads, commands, or snippets shown in A Node.js code example demonstrating how to use the OpenAI API to summarize an incident report as part of a deploymen...
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-python-2.textA Python code example demonstrating how to use the OpenAI client to summarize an incident report for on-call engineers.Exact payloads, commands, or snippets shown in A Python code example demonstrating how to use the OpenAI client to summarize an incident report for on-call engineers.
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-2.textA text-based checklist outlining the necessary steps and considerations for deploying applications using the OpenAI API.Exact payloads, commands, or snippets shown in A text-based checklist outlining the necessary steps and considerations for deploying applications using the OpenAI API.
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-examples.textA text file containing specific error scenarios and checklist items for deploying the OpenAI API.Exact payloads, commands, or snippets shown in A text file containing specific error scenarios and checklist items for deploying the OpenAI API.
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-3.textA checklist of best practices and security considerations for deploying applications using the OpenAI API.Exact payloads, commands, or snippets shown in A checklist of best practices and security considerations for deploying applications using the OpenAI API.
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-4.textA text-based checklist of best practices and security considerations for deploying applications using the OpenAI API.Exact payloads, commands, or snippets shown in A text-based checklist of best practices and security considerations for deploying applications using the OpenAI API.
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-5.textA text-based checklist of best practices and considerations for deploying applications using the OpenAI API.Exact payloads, commands, or snippets shown in A text-based checklist of best practices and considerations for deploying applications using the OpenAI API.
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-python-i.textA Python code snippet demonstrating how to use the OpenAI client to compact long conversation histories for deployment efficiency.Exact payloads, commands, or snippets shown in A Python code snippet demonstrating how to use the OpenAI client to compact long conversation histories for deploymen...
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-javascri.textA JavaScript code example demonstrating how to implement system instructions and model parameters as part of an API deployment checklist.Exact payloads, commands, or snippets shown in A JavaScript code example demonstrating how to implement system instructions and model parameters as part of an API d...
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-python-i-2.textA Python code example demonstrating the implementation of system instructions and client configuration as part of an API deployment checklist.Exact payloads, commands, or snippets shown in A Python code example demonstrating the implementation of system instructions and client configuration as part of an...
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-javascri-2.textA JavaScript code example demonstrating API implementation patterns as part of the OpenAI deployment checklist.Exact payloads, commands, or snippets shown in A JavaScript code example demonstrating API implementation patterns as part of the OpenAI deployment checklist.
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-python-i-3.textA Python code example demonstrating the implementation of API deployment checklist items using the OpenAI client.Exact payloads, commands, or snippets shown in A Python code example demonstrating the implementation of API deployment checklist items using the OpenAI client.
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-6.textA checklist of best practices and operational considerations for deploying applications using the OpenAI API.Exact payloads, commands, or snippets shown in A checklist of best practices and operational considerations for deploying applications using the OpenAI API.
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-7.textA checklist of best practices and operational considerations for deploying applications using the OpenAI API.Exact payloads, commands, or snippets shown in A checklist of best practices and operational considerations for deploying applications using the OpenAI API.
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-8.textA checklist of best practices and security considerations for deploying applications using the OpenAI API.Exact payloads, commands, or snippets shown in A checklist of best practices and security considerations for deploying applications using the OpenAI API.
examples/api-deployment-checklist-openai-openai-api-deployment-checklist-9.textA checklist of best practices and security considerations for deploying applications using the OpenAI API.Exact payloads, commands, or snippets shown in A checklist of best practices and security considerations for deploying applications using the OpenAI API.

What This Skill Covers

  • Contents Expected impact Use the Responses API Quality, cost, latency, reliability Set up reasoning.effort Quality, cost, latency Set up text.verbosity Quali...
  • Main sections: Use the Responses API, Set up reasoning.effort, Set up text.verbosity, Set up the assistant phase parameter, Use toolsearch.

Workflow

  1. Open the most relevant file under docs/ for the exact documented workflow and wording.
  2. Open schemas/ files for exact structured contracts.
  3. Open examples/ files for concrete requests, commands, snippets, and manifests.
  4. Do not add behavior or configuration that is not present in the attached source files.

Canonical source: https://developers.openai.com/api/docs/guides/deployment-checklist