II.
AgentCoreImpl JSON
Structured · liveagent-core-impl:openai-agents-sdk.core@current
OpenAI Agents SDK Core (current) json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "agent-core-impl:openai-agents-sdk.core@current",
"_kind": "AgentCoreImpl",
"_file": "agent-stack/core-impls/openai-agents-sdk-core-current.yaml",
"_cluster": "agent-stack",
"attributes": {
"displayName": "OpenAI Agents SDK Core (current)",
"agentVersionId": "agent-version:openai-agents-sdk@current",
"packageRef": "source-ref:openai-agents-sdk-github",
"loopIteratorPolicy": "tool-use-loop",
"loopIteratorNotes": "The SDK's `Runner` drives a tool-use loop over OpenAI's Responses API.\nEach turn the model emits `response.output_*` events (tool calls,\ntext deltas, reasoning); the runner executes tool calls and threads\nthe results into the next turn until a terminal `response.completed`\nevent arrives or a handoff transitions control to another agent.\n",
"contextManagementStrategy": "user-managed",
"compactionTriggerNotes": "The SDK exposes the Responses API directly; compaction is the\napplication's responsibility (e.g. via `previous_response_id` chain\ntruncation or external summarization).\n",
"subagentInvokerPolicy": "tool-call-handoff",
"subagentInvokerNotes": "Handoffs are modeled as tool calls whose target is another `Agent`\ninstance; the runner spawns a nested Runner.run loop for the target\nagent and returns its final output.\n",
"resultSynthesisPolicy": "model-direct",
"resultSynthesisNotes": "The terminal `RunResultStreaming.final_output` is the last assistant\ntext (or structured output) produced before `response.completed`.\n",
"stopDetectionStrategy": "structured-end-event",
"transportClientLibrary": "openai (Python)",
"supportedTransportProtocols": [
"model-transport:openai-responses"
],
"parallelToolCallHandling": "native",
"streamingFidelity": "full",
"thinkingChannelHandling": "passthrough",
"loopBudgetKnobs": [
"max_turns"
],
"effortLevelDelegation": "native"
},
"outgoingEdges": [
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "layer:4-agent-core",
"kind": "realizes",
"attributes": {}
},
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "agent:openai-agents-sdk",
"kind": "composes",
"attributes": {
"role": "core"
}
},
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "model-transport:openai-responses",
"kind": "speaks",
"attributes": {}
},
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "capability:streaming",
"kind": "supports",
"attributes": {
"versionRange": ">=0.1.0",
"level": "full"
}
},
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "capability:supports-tool-use",
"kind": "supports",
"attributes": {
"versionRange": ">=0.1.0",
"level": "full"
}
},
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "capability:parallel-tool-calls",
"kind": "supports",
"attributes": {
"versionRange": ">=0.1.0",
"level": "full"
}
},
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "capability:can-multi-turn",
"kind": "supports",
"attributes": {
"versionRange": ">=0.1.0",
"level": "full"
}
},
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "capability:supports-guardrails",
"kind": "supports",
"attributes": {
"versionRange": ">=0.1.0",
"level": "full",
"notes": "InputGuardrail and OutputGuardrail run in parallel with the agent loop."
}
},
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "capability:supports-handoffs",
"kind": "supports",
"attributes": {
"versionRange": ">=0.1.0",
"level": "full",
"notes": "Handoffs modeled as tool calls transferring control to another Agent."
}
},
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "capability:supports-tracing",
"kind": "supports",
"attributes": {
"versionRange": ">=0.1.0",
"level": "full",
"notes": "Built-in trace spans for LLM calls, tool invocations, and handoffs."
}
},
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "effort-level:low",
"kind": "supports_effort_level",
"attributes": {}
},
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "effort-level:medium",
"kind": "supports_effort_level",
"attributes": {}
},
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "effort-level:high",
"kind": "supports_effort_level",
"attributes": {}
},
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "effort-level:minimal",
"kind": "supports_effort_level",
"attributes": {}
},
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "orch-primitive:agent-dispatch",
"kind": "supports_orchestration_primitive",
"attributes": {}
},
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "orch-primitive:session-handoff",
"kind": "supports_orchestration_primitive",
"attributes": {}
},
{
"from": "agent-core-impl:openai-agents-sdk.core@current",
"to": "orch-primitive:approval-gate",
"kind": "supports_orchestration_primitive",
"attributes": {}
}
],
"incomingEdges": [
{
"from": "agent-version:openai-agents-sdk@current",
"to": "agent-core-impl:openai-agents-sdk.core@current",
"kind": "composed_of",
"attributes": {
"role": "core"
}
},
{
"from": "claim:openai-agents-sdk-handoffs-as-tools",
"to": "agent-core-impl:openai-agents-sdk.core@current",
"kind": "about_subject"
}
]
}