What server-side tools are available through this skill?

It supports OpenAI's hosted tools including Code Interpreter (Python execution), File Search (RAG), Web Search with citations, and Image Generation, eliminating the need for client-side tool round trips.

Does this skill support the Assistants API?

This skill provides specific patterns for migrating away from the Assistants API, which is scheduled for sunset in August 2026, and moving those workflows to the modern Responses API.

How does reasoning preservation improve AI performance?

By keeping the model's internal 'scratchpad' open between turns, the API allows the model to maintain context and logic that is typically discarded in stateless APIs, resulting in more coherent multi-turn interactions.

OpenAI Responses API

Name: OpenAI Responses API
Author: evolv3ai

byevolv3ai

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Desarrollo de API

Implements agentic AI workflows using OpenAI's stateful Responses API with built-in reasoning and server-side tools.

This skill equips Claude with the expertise to implement OpenAI's unified Responses API, enabling the development of advanced agentic applications with persistent state. It provides comprehensive guidance on managing stateful conversations that preserve the model's reasoning notebook across turns, leading to better performance and higher cache utilization. Developers can leverage this skill to integrate server-side tools like Code Interpreter, File Search, and Web Search, while following established patterns for MCP integration and migrating from legacy Chat Completions or the deprecated Assistants API.

Características Principales

01Preservation of internal reasoning state across turns for improved multi-turn performance

02Polymorphic output handling for processing reasoning, tool calls, and messages

03Model Context Protocol (MCP) support for connecting external tools and databases

04Server-side tool integration for Code Interpreter, File Search, and Web Search

05Stateful conversation management with automatic history tracking via conversation IDs

060 GitHub stars

Casos de Uso

01Developing high-performance RAG systems using built-in File Search and Web Search tools

02Migrating legacy Assistants API implementations to the modern Responses API framework

03Building autonomous AI agents that require persistent reasoning and stateful memory

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add evolv3ai/claude-skills-archive openai-responses

For use in Claude.ai and ChatGPT

Download Skill