dddddUse when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses AP...
Install via ClawdBot CLI:
clawdbot install lichaohui007/dddddGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://developers.openai.com/mcp`Audited Apr 18, 2026 · audit v1.0
Generated Mar 21, 2026
A company wants to create a chatbot that handles customer inquiries using OpenAI's Chat Completions API. This scenario involves integrating the API to generate conversational responses, ensuring up-to-date documentation for accurate implementation and compliance with usage limits.
A software development team aims to build a tool that assists with code writing and debugging using OpenAI's Codex. This requires referencing official docs for API endpoints, model capabilities, and best practices to integrate Codex into their IDE or platform.
A startup is developing an application for low-latency, speech-to-speech conversations using OpenAI's Realtime API. This scenario involves consulting docs for setup, multimodal features, and performance guidelines to ensure smooth user experiences.
An e-commerce platform seeks to automate order processing and customer interactions using OpenAI's Agents SDK. This requires using docs to understand tool usage, context management, and handoff mechanisms for scalable agent deployment.
A healthcare provider wants to incorporate OpenAI's gpt-oss models for data analysis and report generation. This scenario involves referencing documentation for model licensing, integration steps, and ethical guidelines to ensure compliant and effective use.
Offer a subscription-based service that leverages OpenAI APIs, such as the Chat Completions or Responses API, to provide AI-powered features to businesses. Revenue is generated through monthly or annual fees based on usage tiers and feature access.
Provide expertise in implementing OpenAI products like the Apps SDK or Agents SDK for clients, offering custom development, training, and support. Revenue comes from project-based fees, hourly rates, or retainer agreements for ongoing maintenance.
Develop a free tool using OpenAI's Codex or Realtime API for basic functions, with advanced capabilities like higher usage limits or specialized integrations available for a fee. Revenue is generated through upgrades, in-app purchases, or enterprise licenses.
💬 Integration Tip
Prioritize using the OpenAI developer docs MCP tools for accurate, up-to-date information, and fall back to web search only if necessary, restricting to official domains to maintain reliability.
Scored Apr 19, 2026
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