Released: Jan 31, 2026

2026.1.5 中的更新

特性

• Extended the LMKit.Agents namespace with comprehensive agent framework.
  • Core classes: Agent, AgentBuilder, AgentExecutor, AgentRegistry.
  • Configuration: AgentCapabilities, AgentIdentity, AgentExecutionOptions.
  • Execution tracking: AgentExecutionResult, AgentExecutionStatus.
• Introduced the LMKit.Agents.Orchestration namespace.
  • IOrchestrator interface with PipelineOrchestrator, ParallelOrchestrator, RouterOrchestrator, and SupervisorOrchestrator implementations.
  • Supporting classes: OrchestrationContext, OrchestrationOptions, OrchestrationResult.
• Introduced the LMKit.Agents.Tools.BuiltIn namespace with 56 built-in tools.
  • Data: JsonTool, XmlTool, CsvTool, YamlTool, HtmlTool, MarkdownTool, CountryTool, QRCodeTool, Base64ImageTool, IniTool.
  • Text: TextTool, DiffTool, RegexTool, TemplatingTool, EncodingTool, SlugTool, PhoneticTool, FuzzyTool, AsciiArtTool.
  • Numeric: CalculatorTool, ConversionTool, StatsTool, RandomTool, GuidTool, IpCalcTool, FinancialTool, BitwiseTool, CurrencyTool, ExpressionTool.
  • Security: HashTool, CryptoTool, ValidatorTool, JwtTool, ChecksumTool, PasswordTool.
  • Utility: DateTimeTool, CronTool, SemVerTool, UrlTool, ColorTool, PerformanceTool, PathTool, MimeTool, TimeZoneTool, LocaleTool, HumanizeTool, DurationTool, ScheduleTool.
  • IO: FileSystemTool, EnvironmentTool, ProcessTool, CompressTool, WatchTool.
  • Net: HttpTool, NetworkTool, SmtpTool, WebSearchTool.
  • Factory class BuiltInTools and fluent registration extensions.
• Introduced the LMKit.Agents.Planning namespace.
  • IPlanningHandler interface with ReActHandler, ChainOfThoughtHandler, TreeOfThoughtHandler, PlanAndExecuteHandler, and ReflectionHandler implementations.
  • Supporting classes: PlanningStep, PlanningStepResult, PlanningContext, PlanningStrategy.
• Introduced the LMKit.Agents.Delegation namespace.
  • Agent-to-agent delegation via DelegationManager, DelegateTool, IDelegationRouter.
  • Supporting classes: DelegationRequest, DelegationResult.
• Introduced the LMKit.Agents.Streaming namespace.
  • IAgentStreamHandler interface with BufferedStreamHandler, MulticastStreamHandler, TextWriterStreamHandler, DelegateStreamHandler.
  • Supporting classes: StreamingAgentExecutor, AgentStreamResult, AgentStreamToken.
• Introduced the LMKit.Agents.Resilience namespace.
  • IResiliencePolicy interface with RetryPolicy, CircuitBreakerPolicy, TimeoutPolicy, RateLimitPolicy, BulkheadPolicy, FallbackPolicy, CompositePolicy.
  • Supporting classes: ResilientAgentExecutor, FallbackAgentExecutor, AgentHealthCheck.
• Introduced the LMKit.Agents.Observability namespace.
  • IAgentTracer interface with ConsoleTracer, InMemoryTracer, CompositeTracer, NoOpTracer.
  • Supporting classes: AgentSpan, AgentMetrics, AgentTracing, TracingAgentExecutor, JsonTraceExporter.
• Introduced the LMKit.Agents.Templates namespace.
  • AgentTemplate base class with 18 pre-built templates: ChatAgentTemplate, AssistantAgentTemplate, ToolAgentTemplate, ReActAgentTemplate, CodeAgentTemplate, WriterAgentTemplate, AnalystAgentTemplate, PlannerAgentTemplate, ResearchAgentTemplate, ReviewerAgentTemplate, SummarizerAgentTemplate, ExtractorAgentTemplate, TutorAgentTemplate, TranslatorAgentTemplate, ClassifierAgentTemplate, DebuggerAgentTemplate, EditorAgentTemplate, QAAgentTemplate.
  • Factory class AgentTemplates.
• Introduced the LMKit.Agents.Skills namespace with Agent Skills Protocol support.
  • Core classes: AgentSkill, SkillRegistry, SkillBuilder, SkillActivator, SkillParser.
  • Metadata: SkillMetadata, SkillContext, SkillMatch, SkillResource.
  • Enumerations: SkillInjectionMode, SkillResourceType.
  • Event args: SkillRegisteredEventArgs, SkillRemovedEventArgs.
  • Exception: SkillParseException.
  • Supports SKILL.md specification for defining reusable agent skills.
  • Progressive disclosure with lazy loading of instructions and resources.
  • Multiple loading sources: filesystem, URLs, GitHub repositories.
  • Keyword-based and semantic (embedding-based) skill matching.
  • Slash command parsing (/skill-name arguments).
• Added skills support to the MultiTurnConversation class.
  • Added Skills property for registering tool collections.
  • Added RegisterSkill and RegisterSkillAsync methods.
  • Added UnregisterSkill method.
  • Added SkillInvoked and SkillCompleted events.
  • Added EnableSkills property to control skill execution.
• Improved SpeechToText speed and accuracy.

修补程序

• Resolved compilation issue with MAUI for macOS.