This pulls current guidance straight from OpenAI's developer docs via the developers.openai.com MCP server, covering everything from the Chat Completions API to the newer Responses API, Realtime API, Codex agent, and Apps SDK. It searches, fetches exact sections with citations, and falls back to web search only when MCP returns nothing. The setup instructions are thorough for Codex, Claude Code, and other agents. One honest take: this is essential if you're building on OpenAI and want authoritative answers without manually hunting through docs or worrying about stale web results. The product snapshots alone save you from guessing which API does what.
npx skills add https://github.com/boshu2/agentops --skill openai-docs