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Supported agent formats

FormatHow to submitEvolvable layers
OpenAI Assistants / ResponsesExported JSON definition + tools schemaContext · skills · memory
Anthropic (system + tools)YAML / JSONContext · skills · memory
LangGraphGraph definition + node promptsContext · skills · memory · control flow (draft)
CrewAIcrew.yamlContext · skills
CustomImplement the AgentAdapter interfaceDeclared by the adapter