Implement and debug interoperable LLM APIs using the Open Responses specification.
npx skills add https://github.com/OpenRouterTeam/skills --skill open-responses
Please help me install this Agent Skill. Skill: open-responses Source: https://github.com/OpenRouterTeam/skills/tree/main/open-responses Command: npx skills add https://github.com/OpenRouterTeam/skills --skill open-responses
This Skill eliminates the friction of building or debugging LLM APIs that work across multiple providers, removing vendor lock-in and inconsistent implementation gaps for teams working with 600+ AI models.
Use the open-responses skill to build a compliant POST /v1/responses endpoint that supports streaming text responses and parallel function tool calls.
High-intent search queries and answers about installing and using this skill.
Use the Open Responses open standard specification to build interoperable multi-provider LLM APIs. It provides the HTTP protocol structure, polymorphic item systems, and state machines needed to construct a compliant /v1/responses endpoint that works across 600+ AI models without vendor lock-in.
SSE streaming processes tool calls by adhering to state machine rules and emitting ordered streaming events. The Open Responses standard defines concrete streaming sequence examples and tool call orchestration patterns to ensure proper event ordering and parallel function execution across providers.
Debug streaming event ordering issues using Open Responses compliance checklists and error handling rules. The standard provides concrete streaming sequence examples and state machine adherence rules to identify and fix event ordering problems in server endpoint development.
Yes, you can extend the spec with custom provider-specific item types using the Open Responses extension framework. It includes vendor extension governance rules that allow you to add custom items while maintaining client compatibility and API compliance.
Implement agentic loops by following the Open Responses standard's state machine and tool architecture guidelines. The specification covers agentic loop implementation patterns, tool call orchestration, and SSE event processing required to build compliant multi-provider LLM API servers.
Yes, the Open Responses standard supports parallel function tool calls across different LLM providers. It provides tool architecture specifications and tool call orchestration patterns to ensure compliant API construction and parallel execution within the /v1/responses endpoint.
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