Open Responses Protocol Expert
Implements and debugs LLM interactions using the Open Responses open-source specification for multi-provider interoperability.
The Open Responses skill provides deep technical guidance for building, consuming, and extending APIs that follow the Open Responses standard. It helps developers maintain provider-agnostic codebases by standardizing how clients and servers handle polymorphic items, semantic streaming, and complex agentic loops. Whether you are implementing a new LLM provider, debugging /v1/responses endpoints, or managing complex tool calls across different models, this skill ensures compliance with the open standard for unified AI communication.
주요 기능
01Standardizes multi-provider LLM communication using a unified JSON/HTTP protocol
02Manages complex state machines for response and item lifecycles
03Supports semantic streaming with structured SSE events and sequence tracking
04Implements the agentic loop pattern for multi-step, tool-augmented workflows
05Provides guidance on vendor-prefixed extensions and custom item types
06160 GitHub stars
사용 사례
01Debugging streaming event sequences and tool-calling state transitions
02Implementing a compliant /v1/responses endpoint for a custom LLM service
03Developing a provider-agnostic AI agent that works across different LLM backends