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openai-docs

Retrieve OpenAI developer documentation via MCP for model selection and GPT-5.4 upgrade workflows.

6|Updated Mar 26, 2026
Search Tags:#citations#openai#model selection#mcp tools#developer docs#gpt-5.4 upgrade
One-click install
npx skills add https://github.com/memoirlabs/mog --skill openai-docs-memoirlabs
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: openai-docs
Source: https://github.com/memoirlabs/mog/tree/main/.agents/skills/.system/openai-docs
Command: npx skills add https://github.com/memoirlabs/mog --skill openai-docs-memoirlabs

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you quickly find authoritative, up-to-date OpenAI guidance for building with OpenAI products and APIs, including model selection and explicit GPT-5.4 upgrade or prompt-upgrade help.

Core Features & Use Cases

  • Official OpenAI Developer Docs via MCP: Retrieves the most relevant developer-doc pages using the OpenAI developer docs MCP server and prioritizes those results over generic web browsing.
  • Model Selection & Upgrade Planning: Loads curated reference files for “latest model” decisions and GPT-5.4 upgrade planning when those requests are explicit.
  • Upgrade & Prompt-Change Guidance: Supports explicit GPT-5.4 upgrade workflows, including targeted prompt upgrade patterns and compatibility/phase considerations for long-running or tool-heavy flows.

Quick Start

Use the openai-docs skill when you ask: "Which OpenAI model should I use for a tool-using marketing agent, and how should I upgrade my prompts to GPT-5.4?"

Frequently Asked Questions about openai-docs

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I get official OpenAI developer documentation with citations for API questions?▼

To get official OpenAI developer documentation with citations, the skill retrieves relevant developer-doc pages using the OpenAI developer docs MCP server. It prioritizes these MCP results over generic web browsing and restricts fallback browsing to official OpenAI domains.

What is the best way to select an OpenAI model for a production integration?▼

The best way to select an OpenAI model for production is to use the skill's curated reference files for "latest model" decisions. It provides model-specific recommendations tailored to your production integration scenarios, such as tool-using agents.

How do I upgrade my prompts to GPT-5.4?▼

To upgrade prompts to GPT-5.4, the skill loads bundled reference files as helper context for upgrade planning. It supports explicit GPT-5.4 upgrade workflows, including targeted prompt upgrade patterns and compatibility considerations.

Does the OpenAI developer docs MCP tool work for long-running or tool-heavy flows?▼

Yes, the OpenAI developer docs MCP tool works for long-running or tool-heavy flows. The skill provides specific compatibility and phase considerations for these complex architectures during GPT-5.4 upgrade workflows.

When should I use official OpenAI domains instead of generic web browsing for API documentation?▼

You should use official OpenAI domains instead of generic web browsing whenever you need current documentation with citations. The skill restricts fallback browsing exclusively to official OpenAI domains to ensure authoritative guidance.

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