所有类和接口

类	说明
AbstractBaseFormatter<TReq,TResp,TParams>	Abstract base formatter providing common functionality for all formatter implementations.
ActingChunkEvent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
ActingEvent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
ActingInput	Input context for MiddlewareBase.onActing(io.agentscope.core.agent.Agent, io.agentscope.core.agent.RuntimeContext, io.agentscope.core.middleware.ActingInput, java.util.function.Function<io.agentscope.core.middleware.ActingInput, reactor.core.publisher.Flux<io.agentscope.core.event.AgentEvent>>).
AdditionalWorkingDirectory	A directory included in a permission context's working scope.
Agent	Complete agent interface combining all capabilities.
AgentBase	Abstract base class for all agents in the AgentScope framework.
AgentEndEvent	Emitted when an agent finishes processing an invocation.
AgentEvent	Base class for all fine-grained agent events.
AgentEventEmitter	Public interface for emitting AgentEvents into the parent agent's streamEvents() event stream from within tool execution code.
AgentEventType	Fine-grained event types emitted during agent execution.
AgentInput	Input context for MiddlewareBase.onAgent(io.agentscope.core.agent.Agent, io.agentscope.core.agent.RuntimeContext, io.agentscope.core.middleware.AgentInput, java.util.function.Function<io.agentscope.core.middleware.AgentInput, reactor.core.publisher.Flux<io.agentscope.core.event.AgentEvent>>).
AgentResultEvent	Emitted when an agent successfully finishes processing an invocation, carrying the final result message.
AgentScopeJvmShutdownHook	JVM hook for SIGTERM graceful shutdown entry.
AgentShuttingDownException	Exception thrown when request is rejected or interrupted during shutdown.
AgentSkill	已过时。 since 2.0.0.
AgentSkill.Builder	Builder for creating AgentSkill instances.
AgentSkillPromptProvider	已过时。 since 2.0.0.
AgentSkillRepository	Repository interface for AgentSkill persistence operations.
AgentSkillRepositoryInfo	Metadata about a skill repository.
AgentStartEvent	Emitted when an agent begins processing an invocation.
AgentState	Mutable per-agent runtime state.
AgentState.Builder
AgentStateMemoryView	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
AgentStateStore	Persistent storage interface for AgentScope agent state.
AgentTool	Interface for agent tools that can be called by models.
AnthropicBaseFormatter	Abstract base formatter for Anthropic API with shared logic for handling Anthropic-specific requirements.
AnthropicChatFormatter	Formatter for Anthropic Messages API.
AnthropicChatModel	Anthropic Chat Model implementation using the official Anthropic Java SDK.
AnthropicChatModel.Builder	Builder for AnthropicChatModel.
AnthropicConversationMerger	Merges multi-agent conversation messages into a formatted conversation history for Anthropic API.
AnthropicCredential	Credential for the Anthropic API.
AnthropicCredential.Builder
AnthropicMediaConverter	Handles media content conversion for Anthropic API.
AnthropicMessageConverter	Converts AgentScope Msg objects to Anthropic SDK MessageParam types.
AnthropicMultiAgentFormatter	Multi-agent formatter for Anthropic Messages API.
AnthropicResponseParser	Parses Anthropic API responses (both streaming and non-streaming) into AgentScope ChatResponse objects.
AnthropicToolsHelper	Helper class for tool registration and option application for Anthropic API.
AssistantMessage	A Msg with MsgRole.ASSISTANT pinned at construction time.
AssistantMessage.Builder	Fluent builder for AssistantMessage.
AudioBlock	Represents audio content in a message.
AudioBlock.Builder	Builder for constructing AudioBlock instances.
AuthenticationException	Exception thrown when authentication fails (HTTP 401).
BadRequestException	Exception thrown when the request is malformed (HTTP 400).
Base64Source	Represents Base64-encoded media content with media type and data.
Base64Source.Builder	Builder for constructing Base64Source instances.
CallableAgent	Interface for agents that can be called to process messages.
ChatModelBase	Abstract base class for all models in the AgentScope framework.
ChatResponse	Represents a chat completion response from a language model.
ChatResponse.Builder	Builder for creating ChatResponse instances.
ChatUsage	Represents token usage information for chat completion responses.
ChatUsage.Builder	Builder for creating ChatUsage instances.
ClasspathSkillRepository	ClasspathSkillRepository - Loads skills from classpath resources and JAR files.
CloseInfo	WebSocket connection close information.
CommandValidator	Interface for validating shell commands before execution.
CommandValidator.ValidationResult	Result of command validation.
CompositeAgentException
CompositeAgentException.AgentExceptionInfo
ConfirmResult	Represents the result of a single user confirmation decision for a tool call.
ContentBlock	Base sealed class for all content blocks in messages.
ContextStore	已过时。 Part of the ToolExecutionContext layer which is superseded by RuntimeContext.
CredentialBase	Credential metadata for a model provider.
CustomEvent	Generic extensible event for signals that don't fit a specific AgentEvent subtype.
DashScopeChatFormatter	Formatter for DashScope Conversation/Generation APIs.
DashScopeChatModel	DashScope Chat Model using native HTTP API.
DashScopeChatModel.Builder
DashScopeChoice	DashScope choice DTO.
DashScopeContentPart	DashScope content part DTO for multimodal messages.
DashScopeContentPart.Builder
DashScopeConversationMerger	Merges multi-agent conversation messages for DashScope API.
DashScopeCredential	Credential for the DashScope (Alibaba Cloud) OpenAI-compatible API.
DashScopeCredential.Builder
DashScopeEncryptionUtils	Encryption utilities for secure DashScope API access.
DashScopeEncryptionUtils.EncryptionException	Exception thrown when encryption/decryption operations fail.
DashScopeFunction	DashScope function call DTO.
DashScopeHttpClient	HTTP client for DashScope API.
DashScopeHttpClient.Builder	Builder for DashScopeHttpClient.
DashScopeHttpClient.DashScopeHttpException	Exception thrown when DashScope HTTP operations fail.
DashScopeHttpClient.PublicKeyResult	Result of fetching a public key from DashScope API.
DashScopeInput	DashScope API input container DTO.
DashScopeInput.Builder
DashScopeMediaConverter	Handles media content conversion for DashScope API.
DashScopeMessage	DashScope message DTO.
DashScopeMessage.Builder
DashScopeMessageConverter	Converts AgentScope Msg objects to DashScope DTO message types.
DashScopeMultiAgentFormatter	DashScope formatter for multi-agent conversations.
DashScopeMultiModalTool	DashScope multimodal tool.
DashScopeOutput	DashScope output DTO.
DashScopeParameters	DashScope API parameters DTO.
DashScopeParameters.Builder
DashScopePublicKeyResponse	DashScope public key response DTO.
DashScopePublicKeyResponse.PublicKeyData	Public key data containing the key ID and key value.
DashScopeRequest	DashScope API request DTO.
DashScopeRequest.Builder
DashScopeResponse	DashScope API response DTO.
DashScopeResponseParser	Parses DashScope API responses to AgentScope ChatResponse.
DashScopeSearchOptions	DashScope search options DTO.
DashScopeSearchOptions.Builder
DashScopeSearchOptions.SearchStrategy
DashScopeTool	DashScope tool definition DTO.
DashScopeToolCall	DashScope tool call DTO.
DashScopeToolCall.Builder
DashScopeToolFunction	DashScope tool function definition DTO.
DashScopeToolFunction.Builder
DashScopeToolsHelper	Handles tool registration and options application for DashScope API.
DashScopeUsage	DashScope usage statistics DTO.
DataBlock	Unified data block for arbitrary binary media (image / audio / video / file).
DataBlock.Builder	Builder for constructing DataBlock instances.
DataBlockDeltaEvent
DataBlockEndEvent
DataBlockStartEvent
DeepSeekCredential	Credential for the DeepSeek API.
DeepSeekCredential.Builder
DeepSeekFormatter	Formatter for DeepSeek Chat models (deepseek-chat, deepseek-coder).
DeepSeekMultiAgentFormatter	Multi-agent formatter for DeepSeek Chat models.
DefaultToolResultConverter	Default implementation of ToolResultConverter.
Document	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
DocumentMetadata	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
DocumentMetadata.Builder	Builder for constructing DocumentMetadata instances with fluent API.
DynamicSkillMiddleware	Dynamically composes skills from an ordered list of repositories on every call() via DynamicSkillMiddleware.onSystemPrompt(Agent, RuntimeContext, String), replacing the static skill prompt with a per-call view that supports per-user skill isolation and one-click marketplace integration.
EndpointType	Enum representing the endpoint type for DashScope models.
ErrorEvent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
Event	已过时。 since 2.0.0.
EventSource	已过时。 since 2.0.0.
EventSource.Builder	Builder for EventSource.
EventType	已过时。 since 2.0.0.
ExceedMaxItersEvent	Emitted when the agent's ReAct loop exceeds the configured maximum iterations.
ExceptionUtils	Utility methods for exception handling.
ExecutionConfig	Unified execution configuration for timeout and retry behavior.
ExecutionConfig.Builder	Builder for ExecutionConfig.
ExtendedModel	Interface for extended model that adds properties to tool parameters.
ExternalExecutionResultEvent	Emitted after externally-executed tool results are provided back to the agent.
FileSystemSkillRepository	File system based implementation of AgentSkillRepository.
FileToolUtils	Utility methods shared by text file tools.
Formatter<TReq,TResp,TParams>	Formatter interface for converting between AgentScope and provider-specific formats.
FormatterException	Exception thrown when formatter encounters an error during message formatting or response parsing.
GeminiChatFormatter	Formatter for Gemini Content Generation API.
GeminiChatModel	Gemini Chat Model implementation using the official Google GenAI Java SDK.
GeminiChatModel.Builder	Builder for creating GeminiChatModel instances.
GeminiConversationMerger	Merges multi-agent conversation messages for Gemini API.
GeminiCredential	Credential for the Google Gemini API.
GeminiCredential.Builder
GeminiMediaConverter	Converter for Gemini API multimodal content.
GeminiMessageConverter	Converter for transforming AgentScope Msg objects to Gemini API Content format.
GeminiMultiAgentFormatter	Gemini formatter for multi-agent conversations.
GeminiResponseParser	Parses Gemini API responses to AgentScope ChatResponse.
GeminiToolsHelper	Handles tool registration and configuration for Gemini API.
GenerateOptions	Immutable generation options for LLM models.
GenerateOptions.Builder
GenerateReason	Represents the reason why a message was generated by an agent.
GenericRAGHook	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
GLMFormatter	Formatter for Zhipu GLM models (glm-4, glm-3-turbo, etc.).
GLMMultiAgentFormatter	Multi-agent formatter for Zhipu GLM models.
GracefulShutdownConfig	Configuration for graceful shutdown behavior of the agent system.
GracefulShutdownManager	Global manager for graceful shutdown lifecycle and active request tracking.
GracefulShutdownMiddleware	System middleware that integrates graceful shutdown into the agent lifecycle.
HintBlock	A content block that provides hints to the LLM during reasoning.
HintBlockEvent	One-shot hint block event.
Hook	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
HookEvent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
HookEventType	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
HttpRequest	HTTP request encapsulation for the transport layer.
HttpRequest.Builder	Builder for HttpRequest.
HttpResponse	HTTP response encapsulation for the transport layer.
HttpResponse.Builder	Builder for HttpResponse.
HttpTransport	HTTP transport layer interface for making HTTP requests.
HttpTransportConfig	Configuration for HTTP transport layer.
HttpTransportConfig.Builder	Builder for HttpTransportConfig.
HttpTransportException	Exception thrown when HTTP transport operations fail.
HttpTransportFactory	Factory for managing HttpTransport instances.
HttpVersion	HTTP version.
ImageBlock	Represents image content in a message with URL or Base64 source.
ImageBlock.Builder	Builder for constructing ImageBlock instances.
InMemoryAgentStateStore	In-memory implementation of the AgentStateStore interface.
InMemoryMemory	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
InternalServerException	Exception thrown when the server encounters an internal error (HTTP 5xx).
InterruptContext	Context information about an interruption.
InterruptContext.Builder	Builder for InterruptContext.
InterruptControl	Per-session interrupt signal.
InterruptSource	Enum representing the source of an interruption.
JacksonJsonCodec	Jackson-based implementation of JsonCodec.
JdkHttpTransport	Pure JDK implementation of the HttpTransport interface.
JdkHttpTransport.Builder	Builder for JdkHttpTransport.
JdkWebSocketConnection<T>	WebSocket connection implementation based on JDK WebSocket.
JdkWebSocketTransport	WebSocket client implementation based on JDK 11+ HttpClient.
JsonCodec	Interface for JSON serialization and deserialization operations.
JsonException	Runtime exception for JSON processing errors.
JsonFileAgentStateStore	JSON file-based AgentStateStore implementation.
JsonlTraceExporter	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
JsonlTraceExporter.Builder
JsonSchema	JSON Schema definition for structured outputs.
JsonSchema.Builder
JsonUtils	Utility class for accessing the global JsonCodec instance.
KimiCredential	Credential for the Kimi (Moonshot AI) API.
KimiCredential.Builder
Knowledge	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
KnowledgeRetrievalTools	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
LegacyHookDispatcher	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0, for removal.
LegacyStateLoader	Utility for loading v1 session data into the 2.0 AgentState format.
ListHashUtil	Utility class for computing hash values of state lists.
LongTermMemory	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
LongTermMemoryMode	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
LongTermMemoryTools	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
MarkdownSkillParser	已过时。 since 2.0.0.
MarkdownSkillParser.ParsedMarkdown	Result of parsing markdown with frontmatter.
McpAsyncClientWrapper	Wrapper for asynchronous MCP clients using Project Reactor.
McpClientBuilder	Builder for creating MCP client wrappers with fluent configuration.
McpClientWrapper	Abstract wrapper for MCP (Model Context Protocol) clients.
McpContentConverter	Utility class for converting between MCP content types and AgentScope content blocks.
McpMeta	Type-namespace marker for MCP (Model Context Protocol) request metadata.
McpSyncClientWrapper	Wrapper for synchronous MCP clients that converts blocking calls to reactive Mono types.
McpTool	ToolBase subclass that wraps an MCP (Model Context Protocol) tool.
MediaUtils	Utility class for handling media files in multimodal content.
Memory	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
MessageMetadataKeys	Constants for well-known message metadata keys.
MiddlewareBase	Middleware provides interception mechanisms at 5 key execution points in the Agent lifecycle.
MiddlewareChain	Builds an onion-style middleware chain for a given interception point.
MiddlewareChain.MiddlewareMethod<I>	Functional interface representing one of the onion-pattern middleware hooks.
Model
ModelCallEndEvent	Emitted when the agent finishes a model (LLM) call.
ModelCallInput	Input context for MiddlewareBase.onModelCall(io.agentscope.core.agent.Agent, io.agentscope.core.agent.RuntimeContext, io.agentscope.core.middleware.ModelCallInput, java.util.function.Function<io.agentscope.core.middleware.ModelCallInput, reactor.core.publisher.Flux<io.agentscope.core.event.AgentEvent>>).
ModelCallStartEvent	Emitted when the agent starts a model (LLM) call.
ModelCard	Description of one candidate chat model under a provider.
ModelConfig	Model invocation configuration.
ModelException	Exception thrown when model operations fail.
ModelRegistry	Registry for resolving Model instances from string identifiers (named instances or provider:model patterns).
ModelRegistry.ModelFactory
ModelUtils	Utility class for common Model operations.
Msg	Represents a message in the AgentScope framework.
Msg.Builder
MsgRole	Defines the role of a message participant in agent conversations.
NoOpToolEmitter	A no-op implementation of ToolEmitter that silently discards all emitted chunks.
NoopTracer	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
NotFoundException	Exception thrown when the requested resource is not found (HTTP 404).
ObservableAgent	Interface for agents that can observe messages without generating replies.
OkHttpTransport	OkHttp implementation of the HttpTransport interface.
OkHttpTransport.Builder	Builder for OkHttpTransport.
OkHttpWebSocketConnection<T>	WebSocket connection implementation based on OkHttp WebSocket.
OkHttpWebSocketTransport	WebSocket client implementation based on OkHttp.
OllamaChatFormatter	Formatter for Ollama Chat API.
OllamaChatModel	AgentScope ChatModel implementation for Ollama.
OllamaChatModel.Builder
OllamaConversationMerger	Merges multi-agent conversation messages for Ollama API.
OllamaCredential	Credential for the Ollama local server (connection settings only).
OllamaCredential.Builder
OllamaEmbeddingRequest	Ollama embedding request DTO.
OllamaEmbeddingResponse	Ollama embedding response DTO.
OllamaFunction	Ollama function execution DTO.
OllamaHttpClient	HTTP client for Ollama API.
OllamaHttpClient.Builder	Builder for OllamaHttpClient.
OllamaHttpClient.OllamaHttpException	Exception thrown when Ollama HTTP operations fail.
OllamaMediaConverter	Handles media content conversion for Ollama API.
OllamaMessage	Ollama chat message DTO.
OllamaMessageConverter	Converter for transforming AgentScope Msg objects to OllamaMessage objects.
OllamaMultiAgentFormatter	Ollama formatter for multi-agent conversations.
OllamaOptions	AgentScope implementation of Ollama model configuration options.
OllamaOptions.Builder
OllamaOptions.ParamKey	Keys for Ollama parameters.
OllamaRequest	Ollama chat request DTO.
OllamaRequest.Builder
OllamaResponse	Ollama chat response DTO.
OllamaResponseParser	Parser for converting OllamaResponse objects to AgentScope ChatResponse objects.
OllamaTool	Ollama tool definition DTO.
OllamaToolCall	Ollama tool call DTO.
OllamaToolFunction	Ollama tool function definition DTO.
OllamaToolsHelper	Helper class for managing Ollama tool conversions and options application.
OpenAIBaseFormatter	Base formatter for OpenAI Chat Completion HTTP API.
OpenAIChatFormatter	Formatter for OpenAI Chat Completion HTTP API.
OpenAIChatModel	OpenAI Chat Model using native HTTP API.
OpenAIChatModel.Builder	Builder for OpenAIChatModel.
OpenAIChoice	OpenAI choice DTO.
OpenAIClient	Stateless HTTP client for OpenAI-compatible APIs.
OpenAIContentPart	OpenAI content part DTO for multimodal messages.
OpenAIContentPart.Builder
OpenAIConversationMerger	Merges multi-agent conversation messages for OpenAI HTTP API.
OpenAIConverterUtils	Utility class for OpenAI message and conversation conversion.
OpenAICredential	Credential for the OpenAI API.
OpenAICredential.Builder
OpenAIError	OpenAI error DTO.
OpenAIException	Base exception for all OpenAI API errors.
OpenAIFunction	OpenAI function call DTO.
OpenAIImageUrl	OpenAI image URL DTO.
OpenAIInputAudio	OpenAI input audio DTO.
OpenAIMessage	OpenAI message DTO.
OpenAIMessage.Builder
OpenAIMessageConverter	Converts AgentScope Msg objects to OpenAI DTO types (for HTTP API).
OpenAIMultiAgentFormatter	Multi-agent formatter for OpenAI Chat Completion HTTP API.
OpenAIMultiModalTool	OpenAI multimodal tool.
OpenAIReasoningDetail	OpenAI Reasoning Detail DTO (OpenRouter specific for Gemini).
OpenAIRequest	OpenAI Chat Completion API request DTO.
OpenAIRequest.Builder
OpenAIResponse	OpenAI Chat Completion API response DTO.
OpenAIResponseParser	Parses OpenAI HTTP API responses to AgentScope ChatResponse.
OpenAIStreamOptions	OpenAI stream options DTO.
OpenAITool	OpenAI tool definition DTO.
OpenAIToolCall	OpenAI tool call DTO.
OpenAIToolCall.Builder
OpenAIToolFunction	OpenAI tool function definition DTO.
OpenAIToolFunction.Builder
OpenAIUsage	OpenAI usage statistics DTO.
OpenAIUsage.CompletionTokensDetails	Detailed breakdown of completion tokens.
OpenAIUsage.PromptTokensDetails	Detailed breakdown of prompt tokens.
OpenAIVideoUrl	OpenAI video URL DTO.
OtelTracingMiddleware	Middleware that adds OpenTelemetry tracing to the agent lifecycle.
PartialReasoningPolicy	Policy for handling incomplete reasoning content on shutdown interruption.
PermissionBehavior	Outcome of a permission rule or tool self-check.
PermissionContextState	Permission evaluation context: mode + working directories + three rule tables.
PermissionContextState.Builder
PermissionDecision	Decision returned by a permission rule match or a tool self-check.
PermissionDecision.Builder
PermissionDeniedException	Exception thrown when permission is denied (HTTP 403).
PermissionEngine	Evaluates tool execution requests against configured permission rules.
PermissionMode	Permission mode controlling how the engine evaluates tool execution requests.
PermissionRule	A single permission rule pinned to a tool name.
PlanModeContextState	Persisted plan-mode flag for an agent.
PostActingEvent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
PostCallEvent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
PostReasoningEvent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
PostSummaryEvent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
PreActingEvent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
PreCallEvent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
PreReasoningEvent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
PreSummaryEvent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
ProxyConfig	Configuration for HTTP and SOCKS proxy.
ProxyConfig.Builder	Builder for ProxyConfig.
ProxyType	Enumeration of supported proxy types.
RAGMode	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
RateLimitException	Exception thrown when rate limits are exceeded (HTTP 429).
ReActAgent	ReAct (Reasoning and Acting) Agent implementation.
ReActAgent.Builder
ReactConfig	Reasoning-loop configuration.
ReadCacheEntry	Snapshot of a file's contents kept in the tool read cache.
ReadFileTool	Tool for viewing text file content with optional line range specification and listing directory contents.
ReasoningChunkEvent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
ReasoningEvent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
ReasoningInput	Input context for MiddlewareBase.onReasoning(io.agentscope.core.agent.Agent, io.agentscope.core.agent.RuntimeContext, io.agentscope.core.middleware.ReasoningInput, java.util.function.Function<io.agentscope.core.middleware.ReasoningInput, reactor.core.publisher.Flux<io.agentscope.core.event.AgentEvent>>).
RequestStopEvent	Requests the agent to pause execution after the current phase completes.
RequireExternalExecutionEvent	Emitted when tool calls require external (out-of-process) execution.
RequireUserConfirmEvent	Emitted when the agent requires user confirmation before executing tool calls (HITL).
ResponseFormat	Response format configuration for OpenAI API.
ResponseFormat.Builder
RetrieveConfig	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
RetrieveConfig.Builder	Builder for RetrieveConfig.
RuntimeContext	Per-call metadata for an agent run: session-scoped fields plus a thread-safe attribute bag and an optional ToolExecutionContext (tool-POJO / DI layer).
RuntimeContext.Builder
RuntimeContextAware	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
SchemaOnlyTool	An external tool implementation that only contains schema definition without execution logic.
SessionInfo	Information about a session.
ShellCommandTool	Tool for executing shell commands with security validation.
ShutdownSessionBinding	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
ShutdownState	Global framework shutdown state.
ShutdownStateSaver	Strategy for persisting AgentState during graceful shutdown.
SimpleExtendedModel	Simple implementation of ExtendedModel using maps.
SkillBox	已过时。 since 2.0.0.
SkillBox.SkillRegistration	Fluent builder for registering skills with optional configuration.
SkillFileFilter	已过时。 since 2.0.0.
SkillFileSystemHelper	已过时。 since 2.0.0.
SkillFilter	Immutable filter that decides which skills are allowed in a prompt.
SkillHook	已过时。 since 2.0.0.
SkillToolGroup	A ToolGroup that is bound to a specific skill.
SkillToolGroup.Builder	Builder for constructing SkillToolGroup instances.
SkillUtil	已过时。 since 2.0.0.
Source	Base class for media sources (URL or Base64).
State	Marker interface for persistable state objects.
StateBackedMemory	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
StaticLongTermMemoryHook	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
StreamableAgent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0, for removal in a future minor release.
StreamingHook	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
StreamOptions	Configuration options for the StreamableAgent.stream(io.agentscope.core.agent.StreamOptions) API.
StreamOptions.Builder	Builder for StreamOptions.
StreamUserInput	已过时, 待删除: 此 API 元素将从以后的版本中删除。
StreamUserInput.Builder	Builder for StreamUserInput.
StructuredOutputReminder	Configuration for how to ensure the model calls generate_response tool in structured output mode.
SubAgentConfig	Configuration for sub-agent registration.
SubAgentConfig.Builder	Builder for SubAgentConfig.
SubagentEventBus	A lightweight channel that allows synchronously-invoked subagents to push their Events into the parent agent's Flux<Event> stream.
SubagentExposedEvent	Emitted when a spawned subagent is exposed as a user-addressable entry point via agent_spawn(expose_to_user=true).
SubAgentProvider<T>	Factory interface for creating agent instances.
SubAgentTool	AgentTool implementation that wraps a sub-agent for multi-turn conversation.
SummaryChunkEvent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
SummaryEvent	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
SystemMessage	A Msg with MsgRole.SYSTEM pinned at construction time.
SystemMessage.Builder	Fluent builder for SystemMessage.
Task	Persistent agent task record carried inside TaskContextState.
Task.Builder
Task.State	Allowed values for Task.state.
TaskContextState	Mutable bag of Tasks carried by AgentState.
TaskReminderMiddleware	Keeps the agent's todo list in front of the model so long-running tasks don't drift.
TextBlock	Represents plain text content in a message.
TextBlock.Builder	Builder for constructing TextBlock instances.
TextBlockDeltaEvent
TextBlockEndEvent
TextBlockStartEvent
ThinkingBlock	Represents reasoning or thinking content in a message.
ThinkingBlock.Builder	Builder for constructing ThinkingBlock instances.
ThinkingBlockDeltaEvent
ThinkingBlockEndEvent
ThinkingBlockStartEvent
ThinkOption	Defines the configuration contract for the "thinking" capability (Chain of Thought) in AgentScope's Ollama integration.
ThinkOption.ThinkBoolean	Implementation of ThinkOption representing a binary state (Enabled/Disabled).
ThinkOption.ThinkLevel	Implementation of ThinkOption representing a specific level of reasoning effort.
ThinkOption.ThinkOptionDeserializer	Custom deserializer implementation for ThinkOption.
ThinkOption.ThinkOptionSerializer	Custom serializer implementation for ThinkOption.
TodoTools	Built-in task-list tool that lets the agent maintain a structured todo list for the current session, mirroring opencode's todowrite.
TodoTools.TodoItem	A single todo item as supplied by the model.
Tool	Annotation to mark a method as a tool that can be invoked by AI agents.
ToolBase	Abstract base class for tools that participate in permission evaluation and ReAct execution.
ToolBase.Builder	Fluent builder for ToolBase subclasses.
ToolCallDeltaEvent	Emitted as tool call input arguments are streamed incrementally.
ToolCallEndEvent
ToolCallParam	Parameters for tool invocation.
ToolCallParam.Builder	Builder for ToolCallParam.
ToolCallStartEvent
ToolCallState
ToolChoice	Represents the tool choice behavior for LLM model calls.
ToolChoice.Auto	Auto mode: Let the model decide whether and which tools to call.
ToolChoice.None	None mode: Prevent the model from calling any tools.
ToolChoice.Required	Required mode: Force the model to call at least one tool.
ToolChoice.Specific	Specific mode: Force the model to call a specific tool by name.
ToolContextState	Read-cache backing for file-touching tools (Read / Write / Edit).
ToolContextState.Builder
ToolDangerousPathConstants	Defaults for the dangerous-path and dangerous-command lists consulted by tool self-checks.
ToolEmitter	Interface for emitting streaming responses during tool execution.
ToolExecutionContext	已过时。 Use RuntimeContext instead.
ToolExecutionContext.Builder	Builder for ToolExecutionContext.
ToolExecutionContextProvider	已过时。 Part of the ToolExecutionContext layer which is superseded by RuntimeContext.
ToolGroup	Represents a named group of tools with activation state.
ToolGroup.Builder	Builder for constructing ToolGroup instances.
ToolGroupScope	Defines who manages a ToolGroup's activation lifecycle.
Toolkit	Toolkit manages the registration, retrieval, and execution of agent tools.
Toolkit.ToolRegistration	Fluent builder for registering tools with optional configuration.
ToolkitConfig	Configuration for Toolkit execution behavior.
ToolkitConfig.Builder	Builder for ToolkitConfig.
ToolkitState	Deserialization shape for the v1 toolkit_activeGroups session entry.
ToolParam	Annotation to describe parameters of a tool method.
ToolResultBlock	Represents the result of a tool execution.
ToolResultBlock.Builder	Builder for constructing ToolResultBlock instances.
ToolResultConverter	Converts tool method return values to ToolResultBlock.
ToolResultDataDeltaEvent
ToolResultEndEvent
ToolResultMessage	A Msg with MsgRole.TOOL pinned at construction time.
ToolResultMessage.Builder	Fluent builder for ToolResultMessage.
ToolResultStartEvent
ToolResultState
ToolResultTextDeltaEvent
ToolSchema	Immutable tool schema definition.
ToolSchema.Builder	Builder for creating ToolSchema instances.
ToolSchemaModule	A victools JSON Schema Module that reads ToolParam annotations to populate "description" and "required" in the generated schema.
ToolSchemaModule.Option	Options for customizing module behavior.
ToolSuspendException	Exception thrown to signal that a tool execution should be suspended and handled externally.
ToolUseBlock	Represents a tool use request within a message.
ToolUseBlock.Builder	Builder for constructing ToolUseBlock instances.
ToolValidator	Unified validator for tool-related operations.
Tracer	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
TracerRegistry	已过时, 待删除: 此 API 元素将从以后的版本中删除。 since 2.0.0.
TransportConstants	Constants for HTTP transport layer.
TypeUtils	Utility class for type-safe operations.
UnixCommandValidator	Command validator for Unix-like systems (Linux, macOS).
UnprocessableEntityException	Exception thrown when the request is well-formed but semantically incorrect (HTTP 422).
URLSource	Represents URL-based media content.
URLSource.Builder	Builder for constructing URLSource instances.
UserAgent	已过时, 待删除: 此 API 元素将从以后的版本中删除。
UserAgent.Builder	Builder for UserAgent.
UserConfirmResultEvent	Emitted after the user has responded to a RequireUserConfirmEvent.
UserInputBase	已过时, 待删除: 此 API 元素将从以后的版本中删除。
UserInputData	已过时, 待删除: 此 API 元素将从以后的版本中删除。
UserMessage	A Msg with MsgRole.USER pinned at construction time.
UserMessage.Builder	Fluent builder for UserMessage.
Version	AgentScope version and User-Agent information.
VideoBlock	Represents video content in a message.
VideoBlock.Builder	Builder for constructing VideoBlock instances.
WebSocketConnection<T>	WebSocket connection interface.
WebSocketRequest	WebSocket connection request configuration.
WebSocketRequest.Builder	Builder for WebSocketRequest.
WebSocketTransport	WebSocket client interface.
WebSocketTransportConfig	Configuration for WebSocket clients.
WebSocketTransportConfig.Builder	Builder for WebSocketTransportConfig.
WebSocketTransportException	WebSocket transport layer exception.
WindowsCommandValidator	Command validator for Windows systems.
WriteFileTool	Text file writing and insertion tools.
XAICredential	Credential for the xAI API.
XAICredential.Builder