Is the Assistants API still supported?

The Assistants API was deprecated in August 2025 and will be sunset in August 2026. This skill provides the recommended migration path to the newer Responses API.

How long can background tasks run in the Responses API?

Tasks using the 'background' mode can run for up to 10 minutes, significantly extending the standard 60-second timeout for synchronous requests.

What makes the Responses API different from Chat Completions?

The Responses API is stateful, preserving the model's reasoning notebook across turns, which improves multi-turn performance by roughly 5% and eliminates the need for manual message history tracking.

Can I use this skill for Zero Data Retention (ZDR) projects?

Yes, you can explicitly set 'store: false' for ZDR compliance, though background mode is currently not compatible with zero data retention due to polling requirements.

Does this skill support the Model Context Protocol (MCP)?

Yes, it includes built-in support for connecting external tools via MCP servers with secure user-approval workflows for data sharing.

OpenAI Responses API Integration

Name: OpenAI Responses API Integration
Author: brendadeeznuts1111

bybrendadeeznuts1111

API開発

Builds sophisticated agentic AI systems using OpenAI's stateful Responses API with preserved reasoning and server-side tools.

概要

This skill empowers developers to implement OpenAI's latest Responses API, a unified interface for agentic applications launched in March 2025. Unlike traditional Chat Completions, this skill leverages stateful conversations that preserve the model's internal reasoning state across turns, resulting in significant performance gains for multi-turn tasks. It provides deep integration with server-side tools like Code Interpreter, Web Search, and the Model Context Protocol (MCP), while preventing documented implementation errors and facilitating smooth migrations from the deprecated Assistants API or legacy Chat Completions workflows.

主な機能

Stateful multi-turn conversation management with automatic ID tracking
Built-in server-side tool orchestration for Code Interpreter, File Search, and Web Search
0 GitHub stars
Preservation of internal reasoning state for improved performance (+5% on TAUBench)
Support for 8 polymorphic output types including reasoning summaries and tool calls
Background processing mode for long-running agentic tasks up to 10 minutes

ユースケース

Migrating legacy Assistants API implementations to the 2026-ready Responses API standard
Executing long-running data analysis or file search tasks using server-side background mode
Building complex, multi-turn AI agents that require persistent reasoning and state

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add brendadeeznuts1111/tier-1380-omega openai-responses

For use in Claude.ai and ChatGPT

Download Skill

GitHub

概要