Index

_

__aenter__() (src.core.resilience.GracefulDegradation method) __aexit__() (src.core.resilience.GracefulDegradation method) __init__() (src.ai.AnalysisContext method) (src.ai.AssignmentDecision method) (src.ai.core.ai_engine.MarcusAIEngine method) (src.ai.core.ai_engine.RuleBasedEngine method) (src.ai.core.AnalysisContext method) (src.ai.core.HybridAnalysis method) (src.ai.core.MarcusAIEngine method) (src.ai.decisions.AssignmentDecision method) (src.ai.decisions.hybrid_framework.HybridDecisionFramework method) (src.ai.decisions.HybridDecisionFramework method) (src.ai.enrichment.EnhancementResult method) (src.ai.enrichment.intelligent_enricher.EnhancementResult method) (src.ai.enrichment.intelligent_enricher.IntelligentTaskEnricher method) (src.ai.enrichment.intelligent_enricher.ProjectContext method) (src.ai.enrichment.IntelligentTaskEnricher method) (src.ai.HybridAnalysis method) (src.ai.HybridDecisionFramework method) (src.ai.learning.contextual_learner.AdaptedTemplate method) (src.ai.learning.contextual_learner.ContextualLearningSystem method) (src.ai.learning.contextual_learner.ProjectTypeLearnings method) (src.ai.learning.contextual_learner.TeamLearnings method) (src.ai.learning.contextual_learner.TechnologyLearnings method) (src.ai.learning.ContextualLearningSystem method) (src.ai.learning.TeamLearnings method) (src.ai.learning.TechnologyLearnings method) (src.ai.LLMAbstraction method) (src.ai.MarcusAIEngine method) (src.ai.providers.anthropic_provider.AnthropicProvider method) (src.ai.providers.base_provider.EffortEstimate method) (src.ai.providers.base_provider.SemanticAnalysis method) (src.ai.providers.base_provider.SemanticDependency method) (src.ai.providers.CloudLLMProvider method) (src.ai.providers.EffortEstimate method) (src.ai.providers.llm_abstraction.LLMAbstraction method) (src.ai.providers.LLMAbstraction method) (src.ai.providers.local_provider.LocalLLMProvider method) (src.ai.providers.openai_provider.OpenAIProvider method) (src.ai.providers.SemanticAnalysis method) (src.ai.providers.SemanticDependency method) (src.ai.types.AIInsights method) (src.ai.types.AIOptimizationResult method) (src.ai.types.AnalysisContext method) (src.ai.types.AssignmentContext method) (src.ai.types.AssignmentDecision method) (src.ai.types.HybridAnalysis method) (src.ai.types.RuleBasedResult method) (src.config.config_loader.ConfigLoader method) (src.config.hybrid_inference_config.HybridInferenceConfig method) (src.config.Settings method) (src.config.settings.Settings method) (src.core.adaptive_dependencies.AdaptiveDependencyInferer method) (src.core.adaptive_dependencies.DependencyFeedback method) (src.core.adaptive_dependencies.DependencyInterface method) (src.core.adaptive_dependencies.DependencySignal method) (src.core.adaptive_dependencies.RelationshipPattern method) (src.core.adaptive_dependencies.UserRelationship method) (src.core.adaptive_dependencies.WorkflowPattern method) (src.core.ai_powered_task_assignment.AITaskAssignmentEngine method) (src.core.assignment_lease.AssignmentLease method) (src.core.assignment_lease.AssignmentLeaseManager method) (src.core.assignment_lease.LeaseMonitor method) (src.core.assignment_persistence.AssignmentPersistence method) (src.core.assignment_reconciliation.AssignmentReconciler method) (src.core.board_health_analyzer.BoardHealth method) (src.core.board_health_analyzer.BoardHealthAnalyzer method) (src.core.board_health_analyzer.HealthIssue method) (src.core.code_analyzer.CodeAnalyzer method) (src.core.context.Context method) (src.core.context.Decision method) (src.core.context.DependentTask method) (src.core.context.TaskContext method) (src.core.error_framework.AIProviderError method), [1] (src.core.error_framework.AuthenticationError method), [1] (src.core.error_framework.AuthorizationError method), [1] (src.core.error_framework.BusinessLogicError method), [1] (src.core.error_framework.ConfigurationError method), [1] (src.core.error_framework.CorruptedStateError method), [1] (src.core.error_framework.CriticalDependencyError method), [1] (src.core.error_framework.DatabaseError method), [1] (src.core.error_framework.EnvironmentError method), [1] (src.core.error_framework.ErrorContext method), [1] (src.core.error_framework.ExternalServiceError method), [1] (src.core.error_framework.IntegrationError method), [1] (src.core.error_framework.InvalidConfigurationError method), [1] (src.core.error_framework.KanbanIntegrationError method), [1] (src.core.error_framework.MarcusBaseError method), [1] (src.core.error_framework.MissingCredentialsError method), [1] (src.core.error_framework.MissingDependencyError method), [1] (src.core.error_framework.NetworkTimeoutError method), [1] (src.core.error_framework.PermissionError method), [1] (src.core.error_framework.ProjectRootNotFoundError method), [1] (src.core.error_framework.RateLimitError method), [1] (src.core.error_framework.RemediationSuggestion method), [1] (src.core.error_framework.ResourceExhaustionError method), [1] (src.core.error_framework.SecurityError method), [1] (src.core.error_framework.ServiceUnavailableError method), [1] (src.core.error_framework.StateConflictError method), [1] (src.core.error_framework.SystemError method), [1] (src.core.error_framework.TaskAssignmentError method), [1] (src.core.error_framework.TaskValidationError method), [1] (src.core.error_framework.TemporaryResourceError method), [1] (src.core.error_framework.TransientError method), [1] (src.core.error_framework.ValidationError method), [1] (src.core.error_framework.WorkflowViolationError method), [1] (src.core.error_framework.WorkspaceSecurityError method), [1] (src.core.error_monitoring.CorrelationGroup method) (src.core.error_monitoring.ErrorMetrics method) (src.core.error_monitoring.ErrorMonitor method) (src.core.error_monitoring.ErrorPattern method) (src.core.error_responses.BatchErrorResponseFormatter method), [1] (src.core.error_responses.ErrorResponseConfig method), [1] (src.core.error_responses.ErrorResponseFormatter method), [1] (src.core.error_strategies.CircuitBreaker method), [1] (src.core.error_strategies.CircuitBreakerConfig method), [1] (src.core.error_strategies.CircuitBreakerStatus method), [1] (src.core.error_strategies.ErrorAggregator method), [1] (src.core.error_strategies.ErrorStrategyRegistry method), [1] (src.core.error_strategies.FallbackHandler method), [1] (src.core.error_strategies.RetryConfig method), [1] (src.core.error_strategies.RetryHandler method), [1] (src.core.event_loop_utils.EventLoopLockManager method) (src.core.event_loop_utils.ThreadLocalLockManager method) (src.core.events.Event method) (src.core.events.Events method) (src.core.memory.AgentProfile method) (src.core.memory.Memory method) (src.core.memory.TaskOutcome method) (src.core.memory.TaskPattern method) (src.core.memory_advanced.MemoryAdvanced method) (src.core.models.BlockerReport method), [1] (src.core.models.ProjectRisk method), [1] (src.core.models.ProjectState method), [1] (src.core.models.RecoveryInfo method), [1] (src.core.models.Task method), [1] (src.core.models.TaskAssignment method), [1] (src.core.models.WorkerStatus method), [1] (src.core.persistence.FilePersistence method) (src.core.persistence.MemoryPersistence method) (src.core.persistence.Persistence method) (src.core.persistence.SQLitePersistence method) (src.core.phase_dependency_enforcer.FeatureGroup method) (src.core.phase_dependency_enforcer.PhaseDependencyEnforcer method) (src.core.project_context_manager.ProjectContext method) (src.core.project_context_manager.ProjectContextManager method) (src.core.project_registry.ProjectConfig method) (src.core.project_registry.ProjectRegistry method) (src.core.resilience.CircuitBreaker method) (src.core.resilience.CircuitBreakerConfig method) (src.core.resilience.GracefulDegradation method) (src.core.resilience.RetryConfig method) (src.core.service_registry.MarcusServiceRegistry method) (src.core.workspace.ProjectWorkspaces method) (src.core.workspace.WorkspaceConfig method) (src.core.workspace.WorkspaceManager method) (src.cost_tracking.ai_usage_middleware.AIUsageMiddleware method) (src.cost_tracking.AIUsageMiddleware method) (src.cost_tracking.token_tracker.TokenTracker method) (src.cost_tracking.TokenTracker method) (src.detection.board_analyzer.BoardState method) (src.detection.context_detector.ContextDetector method) (src.detection.context_detector.ModeRecommendation method) (src.detection.context_detector.UserContext method) (src.integrations.adaptive_documentation.AdaptiveDocumentationGenerator method) (src.integrations.adaptive_documentation.DocumentationContext method) (src.integrations.ai_analysis_engine.AIAnalysisEngine method) (src.integrations.enhanced_task_classifier.ClassificationResult method) (src.integrations.enhanced_task_classifier.EnhancedTaskClassifier method) (src.integrations.github_mcp_interface.GitHubMCPInterface method) (src.integrations.kanban_client.KanbanClient method) (src.integrations.kanban_client_with_create.KanbanClientWithCreate method) (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.label_helper.LabelManagerHelper method) (src.integrations.nlp_base.NaturalLanguageTaskCreator method) (src.integrations.nlp_task_utils.SafetyChecker method) (src.integrations.providers.github_kanban.GitHubKanban method) (src.integrations.providers.GitHubKanban method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) (src.intelligence.dependency_inferer.DependencyGraph method) (src.intelligence.dependency_inferer.DependencyInferer method) (src.intelligence.dependency_inferer.DependencyPattern method) (src.intelligence.dependency_inferer.InferredDependency method) (src.intelligence.dependency_inferer_hybrid.HybridDependency method) (src.intelligence.dependency_inferer_hybrid.HybridDependencyInferer method) (src.intelligence.intelligent_task_generator.IntelligentTaskGenerator method) (src.intelligence.intelligent_task_generator.ProjectContext method) (src.intelligence.intelligent_task_generator.ProjectStructure method) (src.intelligence.intelligent_task_generator.TaskDescription method) (src.intelligence.prd_parser.Feature method) (src.intelligence.prd_parser.ParsedPRD method) (src.intelligence.prd_parser.PRDParser method) (src.intelligence.prd_parser.ProjectConstraints method) (src.intelligence.prd_parser.TechStack method) (src.learning.pattern_learner.CompletedProject method) (src.learning.pattern_learner.Pattern method) (src.learning.pattern_learner.PatternLearner method) (src.learning.pattern_learner.ProjectLearnings method) (src.learning.project_pattern_learner.ProjectPattern method) (src.learning.project_pattern_learner.ProjectPatternLearner method) (src.learning.project_pattern_learner.TeamPerformanceMetrics method) (src.logging.conversation_logger.ConversationLogger method) (src.logging.ConversationLogger method) (src.marcus_mcp.audit.AuditLogger method) (src.marcus_mcp.client.SimpleMarcusClient method) (src.modes.adaptive.basic_adaptive.BasicAdaptiveMode method) (src.modes.creator.basic_creator.BasicCreatorMode method) (src.modes.creator.task_generator.TaskGenerator method) (src.modes.creator.template_library.APIServiceTemplate method) (src.modes.creator.template_library.MobileAppTemplate method) (src.modes.creator.template_library.PhaseTemplate method) (src.modes.creator.template_library.ProjectTemplate method) (src.modes.creator.template_library.TaskTemplate method) (src.modes.creator.template_library.WebAppTemplate method) (src.modes.enricher.basic_enricher.BasicEnricher method) (src.modes.enricher.board_organizer.BoardOrganizer method) (src.modes.enricher.board_organizer.ComponentStructure method) (src.modes.enricher.board_organizer.LabelingPlan method) (src.modes.enricher.board_organizer.OrganizationStrategy method) (src.modes.enricher.board_organizer.PhasedStructure method) (src.modes.enricher.enricher_mode.EnricherMode method) (src.modes.enricher.task_enricher.BoardContext method) (src.modes.enricher.task_enricher.EnrichedTask method) (src.modes.enricher.task_enricher.EnrichmentPlan method) (src.modes.enricher.task_enricher.TaskEnricher method) (src.monitoring.assignment_monitor.AssignmentHealthChecker method) (src.monitoring.assignment_monitor.AssignmentMonitor method) (src.monitoring.project_monitor.ProjectMonitor method) (src.monitoring.ProjectMonitor method) (src.orchestration.hybrid_tools.HybridMarcusTools method) (src.orchestration.mode_registry.ModeRegistry method) (src.orchestration.mode_registry.ModeSwitch method) (src.worker.Inspector method)

__new__() (src.config.config_loader.ConfigLoader static method) __post_init__() (src.ai.AssignmentDecision method), [1] (src.ai.decisions.AssignmentDecision method), [1] (src.ai.enrichment.EnhancementResult method) (src.ai.enrichment.intelligent_enricher.EnhancementResult method) (src.ai.types.AssignmentDecision method), [1] (src.core.workspace.ProjectWorkspaces method) (src.core.workspace.WorkspaceConfig method) __repr__() (src.config.config_loader.ConfigLoader method)

A

acceptance_criteria (src.ai.enrichment.EnhancementResult attribute) (src.ai.enrichment.intelligent_enricher.EnhancementResult attribute) (src.core.models.Task attribute), [1] (src.intelligence.intelligent_task_generator.TaskDescription attribute) (src.intelligence.prd_parser.Feature attribute) (src.modes.enricher.task_enricher.EnrichedTask attribute), [1] ACTIVE (src.core.assignment_lease.LeaseStatus attribute) active_correlations (src.core.error_monitoring.ErrorMonitor attribute) active_leases (src.core.assignment_lease.AssignmentLeaseManager attribute) ACTIVE_PROJECT_KEY (src.core.project_registry.ProjectRegistry attribute) actual_hours (src.core.memory.TaskOutcome attribute) (src.core.models.Task attribute), [1] AD_HOC (src.detection.board_analyzer.WorkflowPattern attribute) adapt_templates_intelligently() (src.ai.learning.contextual_learner.ContextualLearningSystem method) (src.ai.learning.ContextualLearningSystem method) adaptation_reasoning (src.ai.learning.contextual_learner.AdaptedTemplate attribute) adaptations (src.ai.learning.contextual_learner.AdaptedTemplate attribute) adapted_templates (src.ai.learning.contextual_learner.ContextualLearningSystem attribute) AdaptedTemplate (class in src.ai.learning.contextual_learner) ADAPTIVE (src.detection.context_detector.MarcusMode attribute) adaptive_mode (src.ai.core.ai_engine.RuleBasedEngine attribute) AdaptiveDependencyInferer (class in src.core.adaptive_dependencies) AdaptiveDocumentationGenerator (class in src.integrations.adaptive_documentation) add_alert_callback() (src.core.error_monitoring.ErrorMonitor method) add_comment() (src.integrations.kanban_client.KanbanClient method) (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.github_kanban.GitHubKanban method) (src.integrations.providers.GitHubKanban method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) add_dependency() (src.core.context.Context method) add_error() (src.core.error_strategies.ErrorAggregator method), [1] add_fallback() (src.core.error_strategies.FallbackHandler method), [1] add_forbidden_path() (src.core.workspace.WorkspaceManager method) add_implementation() (src.core.context.Context method) add_labels_to_card() (src.integrations.label_helper.LabelManagerHelper method) add_project() (src.core.project_registry.ProjectRegistry method) add_success() (src.core.error_strategies.ErrorAggregator method), [1] adjacency_list (src.intelligence.dependency_inferer.DependencyGraph attribute) adjust_weights() (src.ai.decisions.hybrid_framework.HybridDecisionFramework method) (src.ai.decisions.HybridDecisionFramework method) (src.ai.HybridDecisionFramework method) affected_agents (src.core.board_health_analyzer.HealthIssue attribute) (src.core.error_monitoring.ErrorPattern attribute) affected_operations (src.core.error_monitoring.ErrorPattern attribute) affected_tasks (src.core.board_health_analyzer.HealthIssue attribute) agent_id (src.ai.types.AssignmentContext attribute), [1] (src.core.assignment_lease.AssignmentLease attribute) (src.core.context.Decision attribute) (src.core.error_framework.ErrorContext attribute), [1] (src.core.memory.AgentProfile attribute) (src.core.memory.TaskOutcome attribute) (src.core.workspace.WorkspaceConfig attribute) AGENT_LEARNED (src.core.events.EventTypes attribute) agent_performance (src.learning.project_pattern_learner.TeamPerformanceMetrics attribute) AGENT_REGISTERED (src.core.events.EventTypes attribute) AGENT_SKILL_UPDATED (src.core.events.EventTypes attribute) agent_state (src.core.error_framework.ErrorContext attribute), [1] agent_status (src.ai.types.AssignmentContext attribute), [1] AGENT_STATUS_CHANGED (src.core.events.EventTypes attribute) agent_workspaces (src.core.workspace.ProjectWorkspaces attribute) (src.core.workspace.WorkspaceManager attribute), [1] AgentProfile (class in src.core.memory) ai_confidence (src.ai.core.HybridAnalysis attribute), [1] (src.ai.HybridAnalysis attribute), [1] (src.ai.types.HybridAnalysis attribute), [1] (src.intelligence.dependency_inferer_hybrid.HybridDependency attribute) ai_confidence_threshold (src.config.hybrid_inference_config.HybridInferenceConfig attribute) ai_enabled (src.ai.core.ai_engine.MarcusAIEngine attribute) (src.ai.core.MarcusAIEngine attribute) (src.ai.MarcusAIEngine attribute) ai_engine (src.monitoring.project_monitor.ProjectMonitor attribute) (src.monitoring.ProjectMonitor attribute) ai_insights (src.ai.core.HybridAnalysis attribute), [1] (src.ai.HybridAnalysis attribute), [1] (src.ai.types.HybridAnalysis attribute), [1] ai_reasoning (src.intelligence.dependency_inferer_hybrid.HybridDependency attribute) ai_suggestions (src.ai.AssignmentDecision attribute), [1] (src.ai.decisions.AssignmentDecision attribute), [1] (src.ai.types.AssignmentDecision attribute), [1] AIAnalysisEngine (class in src.integrations.ai_analysis_engine) AIEngine (class in src.ai.decisions.hybrid_framework) AIInsights (class in src.ai.types) AIOptimizationResult (class in src.ai.types) AIProviderError, [1] AITaskAssignmentEngine (class in src.core.ai_powered_task_assignment) AIUsageMiddleware (class in src.cost_tracking) (class in src.cost_tracking.ai_usage_middleware) alert_callbacks (src.core.error_monitoring.ErrorMonitor attribute) AlertSeverity (class in src.core.error_monitoring) allow (src.ai.AssignmentDecision attribute), [1] (src.ai.decisions.AssignmentDecision attribute), [1] (src.ai.types.AssignmentDecision attribute), [1]

allow_assignment (src.ai.core.HybridAnalysis attribute), [1] (src.ai.HybridAnalysis attribute), [1] (src.ai.types.HybridAnalysis attribute), [1] alternative_modes (src.detection.context_detector.ModeRecommendation attribute) AnalysisContext (class in src.ai) (class in src.ai.core) (class in src.ai.types) analyze() (src.ai.core.ai_engine.RuleBasedEngine method), [1] (src.ai.LLMAbstraction method) (src.ai.providers.llm_abstraction.LLMAbstraction method) (src.ai.providers.LLMAbstraction method) analyze_assignment_optimality() (src.ai.decisions.hybrid_framework.AIEngine method) analyze_blocker() (src.ai.core.ai_engine.MarcusAIEngine method), [1] (src.ai.core.MarcusAIEngine method), [1] (src.ai.MarcusAIEngine method), [1] (src.ai.providers.anthropic_provider.AnthropicProvider method) (src.ai.providers.base_provider.BaseLLMProvider method), [1] (src.ai.providers.BaseLLMProvider method), [1] (src.ai.providers.local_provider.LocalLLMProvider method) (src.ai.providers.openai_provider.OpenAIProvider method) (src.integrations.ai_analysis_engine.AIAnalysisEngine method) analyze_blocker_and_suggest_solutions() (src.ai.LLMAbstraction method), [1] (src.ai.providers.llm_abstraction.LLMAbstraction method), [1] (src.ai.providers.LLMAbstraction method), [1] analyze_board() (src.detection.board_analyzer.BoardAnalyzer method) analyze_board_context() (src.orchestration.hybrid_tools.HybridMarcusTools method) analyze_board_for_enrichment() (src.modes.enricher.enricher_mode.EnricherMode method) analyze_board_health() (src.core.board_health_analyzer.BoardHealthAnalyzer method) analyze_dependencies() (src.core.context.Context method) analyze_feature_request() (src.integrations.ai_analysis_engine.AIAnalysisEngine method) analyze_integration_points() (src.integrations.ai_analysis_engine.AIAnalysisEngine method) analyze_organization_options() (src.modes.enricher.board_organizer.BoardOrganizer method) analyze_project_health() (src.integrations.ai_analysis_engine.AIAnalysisEngine method) analyze_project_risks() (src.integrations.ai_analysis_engine.AIAnalysisEngine method) analyze_task() (src.ai.providers.anthropic_provider.AnthropicProvider method) (src.ai.providers.base_provider.BaseLLMProvider method), [1] (src.ai.providers.BaseLLMProvider method), [1] (src.ai.providers.local_provider.LocalLLMProvider method) (src.ai.providers.openai_provider.OpenAIProvider method) (src.modes.enricher.task_enricher.TaskEnricher method) analyze_task_completion() (src.core.code_analyzer.CodeAnalyzer method) analyze_task_semantics() (src.ai.LLMAbstraction method), [1] (src.ai.providers.llm_abstraction.LLMAbstraction method), [1] (src.ai.providers.LLMAbstraction method), [1] analyze_with_hybrid_intelligence() (src.ai.core.ai_engine.MarcusAIEngine method), [1] (src.ai.core.MarcusAIEngine method), [1] (src.ai.MarcusAIEngine method), [1] AnthropicProvider (class in src.ai.providers.anthropic_provider) API_CHANGES (src.integrations.adaptive_documentation.DocumentationType attribute) api_key (src.ai.providers.openai_provider.OpenAIProvider attribute) APIServiceTemplate (class in src.modes.creator.template_library) apply_deployment_dependencies() (src.integrations.nlp_task_utils.SafetyChecker method) apply_implementation_dependencies() (src.integrations.nlp_task_utils.SafetyChecker method) apply_safety_checks() (src.integrations.nlp_base.NaturalLanguageTaskCreator method) apply_testing_dependencies() (src.integrations.nlp_task_utils.SafetyChecker method) architectural_decisions (src.core.context.TaskContext attribute) assemble_task_context() (in module src.marcus_mcp.tools.context) assign_agent_workspace() (src.core.workspace.WorkspaceManager method) assign_task() (src.integrations.kanban_client.KanbanClient method) (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.github_kanban.GitHubKanban method) (src.integrations.providers.GitHubKanban method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) assigned_at (src.core.assignment_lease.AssignmentLease attribute) (src.core.models.TaskAssignment attribute), [1] assigned_to (src.core.models.Task attribute), [1] (src.core.models.TaskAssignment attribute), [1] AssignmentContext (class in src.ai.types) AssignmentDecision (class in src.ai) (class in src.ai.decisions) (class in src.ai.types) AssignmentHealth (class in src.core.assignment_reconciliation) AssignmentHealthChecker (class in src.monitoring.assignment_monitor) AssignmentLease (class in src.core.assignment_lease) AssignmentLeaseManager (class in src.core.assignment_lease) AssignmentMonitor (class in src.monitoring.assignment_monitor) AssignmentPersistence (class in src.core.assignment_persistence) AssignmentReconciler (class in src.core.assignment_reconciliation) assignments_removed (src.core.assignment_reconciliation.ReconciliationResults attribute) assignments_restored (src.core.assignment_reconciliation.ReconciliationResults attribute) assignments_verified (src.core.assignment_reconciliation.ReconciliationResults attribute) assumptions (src.intelligence.prd_parser.ParsedPRD attribute) AuditLogger (class in src.marcus_mcp.audit) AuthenticationError, [1] AuthorizationError, [1] auto_setup_project() (src.integrations.kanban_client.KanbanClient method) (src.integrations.providers.SQLiteKanban method) availability (src.core.models.WorkerStatus attribute), [1] available_tasks (src.ai.types.AssignmentContext attribute), [1] average_duration (src.core.memory.TaskPattern property) average_estimation_accuracy (src.core.memory.AgentProfile attribute) average_velocity (src.learning.project_pattern_learner.TeamPerformanceMetrics attribute)

B

backend (src.intelligence.prd_parser.TechStack attribute) base_delay (src.core.error_strategies.RetryConfig attribute), [1] (src.core.resilience.RetryConfig attribute) base_hours (src.intelligence.intelligent_task_generator.FeatureTaskTemplate attribute) (src.intelligence.intelligent_task_generator.TechStackTaskTemplate attribute) base_url (src.ai.providers.local_provider.LocalLLMProvider attribute) (src.ai.providers.openai_provider.OpenAIProvider attribute) BaseLLMProvider (class in src.ai.providers) (class in src.ai.providers.base_provider) BasicAdaptiveMode (class in src.modes.adaptive.basic_adaptive) BasicCreatorMode (class in src.modes.creator.basic_creator) BasicEnricher (class in src.modes.enricher.basic_enricher) BatchErrorResponseFormatter (class in src.core.error_responses), [1] best_agents (src.core.memory.TaskPattern attribute) best_practices (src.ai.learning.contextual_learner.TechnologyLearnings attribute) (src.ai.learning.TechnologyLearnings attribute) blockage_rate (src.core.memory.AgentProfile property) BLOCKED (src.core.models.TaskStatus attribute), [1], [2], [3] blocked_tasks (src.core.memory.AgentProfile attribute) (src.core.models.ProjectState attribute), [1] blocker_patterns (src.learning.project_pattern_learner.ProjectPattern attribute) blocker_resolution_time (src.learning.project_pattern_learner.TeamPerformanceMetrics attribute)

BLOCKER_RESOLVED (src.core.events.EventTypes attribute) BlockerReport (class in src.core.models), [1] blockers (src.core.memory.TaskOutcome attribute) (src.monitoring.project_monitor.ProjectMonitor attribute) (src.monitoring.ProjectMonitor attribute) board_id (src.core.models.ProjectState attribute), [1] (src.integrations.kanban_client.KanbanClient attribute) (src.integrations.providers.Planka property) (src.integrations.providers.planka.Planka property) BoardAnalyzer (class in src.detection.board_analyzer) BoardContext (class in src.modes.enricher.task_enricher) BoardHealth (class in src.core.board_health_analyzer) BoardHealthAnalyzer (class in src.core.board_health_analyzer) BoardOrganizer (class in src.modes.enricher.board_organizer) BoardState (class in src.detection.board_analyzer) BOTTLENECK (src.core.board_health_analyzer.HealthIssueType attribute) budget (src.intelligence.prd_parser.ProjectConstraints attribute) BUG_FIX_REPORT (src.integrations.adaptive_documentation.DocumentationType attribute) build_minimal_task_data() (src.integrations.nlp_task_utils.TaskBuilder static method) build_task_data() (src.integrations.nlp_task_utils.TaskBuilder static method) BUSINESS_LOGIC (src.core.error_framework.ErrorCategory attribute), [1] BusinessLogicError, [1]

C

cache (src.core.error_strategies.FallbackHandler attribute), [1] cache_timestamps (src.intelligence.dependency_inferer_hybrid.HybridDependencyInferer attribute) cache_ttl_hours (src.config.hybrid_inference_config.HybridInferenceConfig attribute) calculate_adaptive_timeout() (src.core.assignment_lease.AssignmentLeaseManager method) calculate_agent_performance_trajectory() (src.core.memory.Memory method) calculate_confidence() (src.learning.pattern_learner.PatternLearner method) calculate_median_task_duration() (src.core.persistence.FilePersistence method) (src.core.persistence.SQLitePersistence method) calculate_renewal_duration() (src.core.assignment_lease.AssignmentLease method) calculate_structure_score() (src.detection.board_analyzer.BoardAnalyzer method) call() (src.core.error_strategies.CircuitBreaker method), [1] call_tool() (src.marcus_mcp.client.SimpleMarcusClient method) capacity (src.core.models.WorkerStatus attribute), [1] category (src.modes.creator.template_library.ProjectTemplate attribute), [1] CHAIN_BLOCK (src.core.board_health_analyzer.HealthIssueType attribute) changes_made (src.ai.enrichment.EnhancementResult attribute) (src.ai.enrichment.intelligent_enricher.EnhancementResult attribute) check_assignment_health() (src.monitoring.assignment_monitor.AssignmentHealthChecker method) check_expired_leases() (src.core.assignment_lease.AssignmentLeaseManager method) check_interval (src.monitoring.project_monitor.ProjectMonitor attribute) (src.monitoring.ProjectMonitor attribute) circuit_breakers (src.core.error_strategies.ErrorStrategyRegistry attribute), [1] CircuitBreaker (class in src.core.error_strategies), [1] (class in src.core.resilience) CircuitBreakerConfig (class in src.core.error_strategies), [1] (class in src.core.resilience) CircuitBreakerState (class in src.core.error_strategies), [1] CircuitBreakerStatus (class in src.core.error_strategies), [1] CIRCULAR_DEPENDENCY (src.core.board_health_analyzer.HealthIssueType attribute) ClassificationResult (class in src.integrations.enhanced_task_classifier) classify() (src.integrations.enhanced_task_classifier.EnhancedTaskClassifier method) (src.integrations.nlp_task_utils.TaskClassifier class method) classify_tasks() (src.integrations.nlp_base.NaturalLanguageTaskCreator method) classify_tasks_with_details() (src.integrations.nlp_base.NaturalLanguageTaskCreator method) classify_with_confidence() (src.integrations.enhanced_task_classifier.EnhancedTaskClassifier method) cleanup() (src.core.assignment_persistence.AssignmentPersistence method) (src.core.persistence.Persistence method) cleanup_suggestions (src.modes.enricher.board_organizer.LabelingPlan attribute) clear() (src.core.event_loop_utils.EventLoopLockManager method) clear_history() (src.core.events.Events method) clear_old() (src.core.persistence.FilePersistence method) (src.core.persistence.MemoryPersistence method) (src.core.persistence.PersistenceBackend method) (src.core.persistence.SQLitePersistence method) clear_old_data() (src.core.context.Context method) clear_project_context() (src.cost_tracking.ai_usage_middleware.AIUsageMiddleware method) (src.cost_tracking.AIUsageMiddleware method) client (src.ai.providers.local_provider.LocalLLMProvider attribute) (src.ai.providers.openai_provider.OpenAIProvider attribute) (src.integrations.ai_analysis_engine.AIAnalysisEngine attribute) close() (src.ai.providers.anthropic_provider.AnthropicProvider method) (src.ai.providers.openai_provider.OpenAIProvider method) (src.marcus_mcp.client.SimpleMarcusClient method) CLOSED (src.core.error_strategies.CircuitBreakerState attribute), [1] CloudLLMProvider (class in src.ai.providers) CodeAnalyzer (class in src.core.code_analyzer) collaboration_patterns (src.ai.learning.contextual_learner.TeamLearnings attribute) (src.ai.learning.TeamLearnings attribute) collaboration_score (src.learning.project_pattern_learner.TeamPerformanceMetrics attribute) COLLECTION (src.core.project_registry.ProjectRegistry attribute) combined_confidence_boost (src.config.hybrid_inference_config.HybridInferenceConfig attribute) common_blockers (src.core.memory.AgentProfile attribute) (src.core.memory.TaskPattern attribute) common_dependencies (src.ai.learning.contextual_learner.TechnologyLearnings attribute) (src.ai.learning.TechnologyLearnings attribute) common_labels (src.modes.enricher.task_enricher.BoardContext attribute), [1] common_pitfalls (src.ai.learning.contextual_learner.ProjectTypeLearnings attribute) complete() (src.ai.providers.anthropic_provider.AnthropicProvider method) (src.ai.providers.local_provider.LocalLLMProvider method) (src.ai.providers.openai_provider.OpenAIProvider method) complete_task() (src.integrations.kanban_client.KanbanClient method) completed_at (src.core.memory.TaskOutcome attribute) completed_tasks (src.core.models.ProjectState attribute), [1] completed_tasks_count (src.core.models.WorkerStatus attribute), [1] completed_work (src.integrations.adaptive_documentation.DocumentationContext attribute) CompletedProject (class in src.learning.pattern_learner) completion_criteria (src.core.models.Task attribute), [1] completion_date (src.learning.pattern_learner.CompletedProject attribute) complexity (src.intelligence.intelligent_task_generator.TaskDescription attribute) complexity_level (src.intelligence.intelligent_task_generator.ProjectContext attribute) compliance_requirements (src.intelligence.prd_parser.ProjectConstraints attribute) COMPONENT_PATTERNS (src.detection.board_analyzer.BoardAnalyzer attribute) components (src.modes.enricher.board_organizer.ComponentStructure attribute) components_detected (src.detection.board_analyzer.BoardState attribute) ComponentStructure (class in src.modes.enricher.board_organizer) condition_pattern (src.intelligence.dependency_inferer.DependencyPattern attribute) conditions (src.learning.pattern_learner.Pattern attribute) (src.modes.creator.template_library.TaskTemplate attribute), [1] confidence (src.ai.AssignmentDecision attribute), [1] (src.ai.core.HybridAnalysis attribute), [1] (src.ai.decisions.AssignmentDecision attribute), [1] (src.ai.enrichment.EnhancementResult attribute) (src.ai.enrichment.intelligent_enricher.EnhancementResult attribute) (src.ai.HybridAnalysis attribute), [1] (src.ai.learning.contextual_learner.AdaptedTemplate attribute) (src.ai.providers.base_provider.EffortEstimate attribute), [1] (src.ai.providers.base_provider.SemanticAnalysis attribute), [1] (src.ai.providers.base_provider.SemanticDependency attribute), [1] (src.ai.providers.EffortEstimate attribute), [1] (src.ai.providers.SemanticAnalysis attribute), [1] (src.ai.providers.SemanticDependency attribute), [1] (src.ai.types.AIInsights attribute), [1] (src.ai.types.AIOptimizationResult attribute), [1] (src.ai.types.AssignmentDecision attribute), [1] (src.ai.types.HybridAnalysis attribute), [1] (src.ai.types.RuleBasedResult attribute), [1] (src.core.adaptive_dependencies.DependencyFeedback attribute) (src.core.adaptive_dependencies.RelationshipPattern attribute) (src.detection.context_detector.ModeRecommendation attribute) (src.integrations.enhanced_task_classifier.ClassificationResult attribute) (src.intelligence.dependency_inferer.DependencyPattern attribute) (src.intelligence.dependency_inferer.InferredDependency attribute) (src.learning.pattern_learner.Pattern attribute) (src.modes.enricher.board_organizer.OrganizationStrategy attribute)

confidence_breakdown (src.ai.AssignmentDecision attribute), [1] (src.ai.core.HybridAnalysis attribute), [1] (src.ai.decisions.AssignmentDecision attribute), [1] (src.ai.HybridAnalysis attribute), [1] (src.ai.types.AssignmentDecision attribute), [1] (src.ai.types.HybridAnalysis attribute), [1] confidence_score (src.learning.project_pattern_learner.ProjectPattern attribute) (src.modes.enricher.task_enricher.EnrichedTask attribute), [1] (src.modes.enricher.task_enricher.EnrichmentPlan attribute), [1] config (src.config.Settings attribute) (src.config.settings.Settings attribute) config_path (src.config.config_loader.ConfigLoader property) (src.config.Settings attribute) (src.config.settings.Settings attribute) ConfigLoader (class in src.config.config_loader) CONFIGURATION (src.core.error_framework.ErrorCategory attribute), [1] ConfigurationError, [1] connect() (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.github_kanban.GitHubKanban method) (src.integrations.providers.GitHubKanban method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) (src.worker.Inspector method), [1] connection_type (src.worker.Inspector attribute) constraints (src.ai.AnalysisContext attribute), [1] (src.ai.core.AnalysisContext attribute), [1] (src.ai.types.AnalysisContext attribute), [1] (src.intelligence.prd_parser.ParsedPRD attribute) Context (class in src.core.context) context_performance (src.ai.learning.contextual_learner.ContextualLearningSystem attribute) CONTEXT_UPDATED (src.core.events.EventTypes attribute) ContextDetector (class in src.detection.context_detector) ContextualLearningSystem (class in src.ai.learning) (class in src.ai.learning.contextual_learner) ConversationLogger (class in src.logging) (class in src.logging.conversation_logger) ConversationType (class in src.logging) (class in src.logging.conversation_logger) COORDINATE (src.detection.context_detector.UserIntent attribute) correlation_groups (src.core.error_monitoring.ErrorMonitor attribute) correlation_id (src.core.error_framework.ErrorContext attribute), [1] correlation_key (src.core.error_monitoring.CorrelationGroup attribute) CorrelationGroup (class in src.core.error_monitoring) CorruptedStateError, [1] CREATE (src.detection.context_detector.UserIntent attribute) create() (src.integrations.kanban_factory.KanbanFactory static method) create_default() (src.integrations.kanban_factory.KanbanFactory static method) create_documentation_context() (in module src.integrations.adaptive_documentation) create_documentation_task() (src.integrations.documentation_tasks.DocumentationTaskGenerator static method) create_documentation_tasks() (src.integrations.adaptive_documentation.AdaptiveDocumentationGenerator method) create_error_response() (in module src.core.error_responses), [1] create_event_loop_safe_lock() (in module src.core.event_loop_utils) create_from_description() (src.integrations.nlp_base.NaturalLanguageTaskCreator method) (src.modes.creator.basic_creator.BasicCreatorMode method) create_from_legacy_config() (src.core.project_registry.ProjectRegistry method) create_inspector() (in module src.worker) create_labels_and_groups() (src.modes.enricher.board_organizer.BoardOrganizer method) create_lease() (src.core.assignment_lease.AssignmentLeaseManager method) create_project() (src.integrations.providers.SQLiteKanban method) create_project_from_description() (src.orchestration.hybrid_tools.HybridMarcusTools method) create_project_from_template() (src.modes.creator.basic_creator.BasicCreatorMode method) (src.orchestration.hybrid_tools.HybridMarcusTools method) create_success_response() (in module src.core.error_responses), [1] create_task() (src.integrations.kanban_client_with_create.KanbanClientWithCreate method) (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.github_kanban.GitHubKanban method) (src.integrations.providers.GitHubKanban method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) create_task_hierarchy() (src.modes.creator.task_generator.TaskGenerator method) create_tasks_batch() (src.integrations.kanban_client_with_create.KanbanClientWithCreate method) create_tasks_on_board() (src.integrations.nlp_base.NaturalLanguageTaskCreator method) created_at (src.core.models.Task attribute), [1] (src.core.project_registry.ProjectConfig attribute) created_by (src.core.adaptive_dependencies.UserRelationship attribute) created_by_user (src.core.adaptive_dependencies.WorkflowPattern attribute) CREATOR (src.detection.context_detector.MarcusMode attribute) CRITICAL (src.core.board_health_analyzer.IssueSeverity attribute) (src.core.error_framework.ErrorSeverity attribute), [1] (src.core.error_monitoring.AlertSeverity attribute) (src.core.models.RiskLevel attribute), [1], [2], [3] critical_errors (src.core.error_monitoring.ErrorMetrics attribute) CriticalDependencyError, [1] cross_phase_dependencies (src.modes.enricher.board_organizer.PhasedStructure attribute) current_mode (src.detection.context_detector.UserContext attribute) current_provider (src.ai.LLMAbstraction attribute) (src.ai.providers.llm_abstraction.LLMAbstraction attribute) (src.ai.providers.LLMAbstraction attribute) current_state (src.monitoring.project_monitor.ProjectMonitor attribute) (src.monitoring.ProjectMonitor attribute) current_tasks (src.core.models.WorkerStatus attribute), [1] custom_context (src.core.error_framework.ErrorContext attribute), [1] custom_fields (src.core.error_responses.ErrorResponseConfig attribute), [1] customize_project() (src.modes.creator.basic_creator.BasicCreatorMode method)

D

data (src.core.events.Event attribute) DATA (src.core.phase_dependency_enforcer.DependencyType attribute) database (src.intelligence.prd_parser.TechStack attribute) DatabaseError, [1] DEBUG (src.core.error_responses.ResponseFormat attribute), [1] Decision (class in src.core.context) DECISION (src.logging.conversation_logger.ConversationType attribute), [1] (src.logging.ConversationType attribute), [1] decision_id (src.core.context.Decision attribute) DECISION_LOGGED (src.core.events.EventTypes attribute) decisions (src.core.context.Context attribute) default() (src.marcus_mcp.utils.MarcusJSONEncoder method) DEFAULT_LABEL_COLORS (src.integrations.label_helper.LabelManagerHelper attribute) default_size (src.modes.creator.template_library.ProjectTemplate attribute), [1] defaults (src.config.Settings attribute) (src.config.settings.Settings attribute) delete() (src.core.persistence.FilePersistence method) (src.core.persistence.MemoryPersistence method) (src.core.persistence.Persistence method) (src.core.persistence.PersistenceBackend method) (src.core.persistence.SQLitePersistence method) delete_attachment() (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) delete_project() (src.core.project_registry.ProjectRegistry method) (src.integrations.providers.SQLiteKanban method) dependencies (src.core.context.Context attribute) (src.core.models.Task attribute), [1] (src.core.models.TaskAssignment attribute), [1] (src.intelligence.intelligent_task_generator.FeatureTaskTemplate attribute) (src.intelligence.intelligent_task_generator.ProjectStructure attribute) (src.intelligence.intelligent_task_generator.TaskDescription attribute) (src.intelligence.intelligent_task_generator.TaskTemplate attribute) (src.intelligence.intelligent_task_generator.TechStackTaskTemplate attribute) (src.modes.creator.template_library.TaskTemplate attribute), [1] DEPENDENCY_DETECTED (src.core.events.EventTypes attribute) dependency_inferer (src.ai.core.ai_engine.RuleBasedEngine attribute) dependency_pattern (src.intelligence.dependency_inferer.DependencyPattern attribute) dependency_patterns (src.learning.pattern_learner.ProjectLearnings attribute) dependency_task_id (src.ai.providers.base_provider.SemanticDependency attribute), [1] (src.ai.providers.SemanticDependency attribute), [1] (src.intelligence.dependency_inferer.InferredDependency attribute) dependency_type (src.ai.providers.base_provider.SemanticDependency attribute), [1] (src.ai.providers.SemanticDependency attribute), [1] (src.core.context.DependentTask attribute) (src.intelligence.dependency_inferer.InferredDependency attribute) dependency_types (src.core.models.Task attribute), [1] DependencyFeedback (class in src.core.adaptive_dependencies) DependencyGraph (class in src.intelligence.dependency_inferer) DependencyInferer (class in src.intelligence.dependency_inferer) DependencyInterface (class in src.core.adaptive_dependencies) DependencyPattern (class in src.intelligence.dependency_inferer) DependencySignal (class in src.core.adaptive_dependencies) DependencyType (class in src.core.phase_dependency_enforcer) dependent_task_id (src.ai.providers.base_provider.SemanticDependency attribute), [1] (src.ai.providers.SemanticDependency attribute), [1] (src.intelligence.dependency_inferer.InferredDependency attribute) dependent_tasks (src.core.context.TaskContext attribute) DependentTask (class in src.core.context)

DEPLOYMENT (src.core.phase_dependency_enforcer.TaskPhase attribute) (src.integrations.nlp_task_utils.TaskType attribute) description (src.core.adaptive_dependencies.WorkflowPattern attribute) (src.core.board_health_analyzer.HealthIssue attribute) (src.core.error_monitoring.ErrorPattern attribute) (src.core.models.BlockerReport attribute), [1] (src.core.models.ProjectRisk attribute), [1] (src.core.models.Task attribute), [1] (src.core.models.TaskAssignment attribute), [1] (src.intelligence.dependency_inferer.DependencyPattern attribute) (src.intelligence.intelligent_task_generator.FeatureTaskTemplate attribute) (src.intelligence.intelligent_task_generator.TaskDescription attribute) (src.intelligence.intelligent_task_generator.TaskTemplate attribute) (src.intelligence.intelligent_task_generator.TechStackTaskTemplate attribute) (src.intelligence.prd_parser.Feature attribute) (src.learning.pattern_learner.Pattern attribute) (src.modes.creator.template_library.PhaseTemplate attribute), [1] (src.modes.creator.template_library.ProjectTemplate attribute), [1] (src.modes.creator.template_library.TaskTemplate attribute), [1] (src.modes.enricher.board_organizer.OrganizationStrategy attribute) DESIGN (src.core.phase_dependency_enforcer.TaskPhase attribute) (src.integrations.nlp_task_utils.TaskType attribute) details (src.core.board_health_analyzer.HealthIssue attribute) detect_optimal_mode() (src.detection.context_detector.ContextDetector method) detect_user_intent() (src.detection.context_detector.ContextDetector method) detect_workflow_patterns() (src.detection.board_analyzer.BoardAnalyzer method) detected_components (src.modes.enricher.task_enricher.BoardContext attribute), [1] detected_patterns (src.core.error_monitoring.ErrorMonitor attribute) detected_phases (src.modes.enricher.task_enricher.BoardContext attribute), [1] development_phases (src.modes.enricher.board_organizer.BoardOrganizer attribute) disconnect() (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.github_kanban.GitHubKanban method) (src.integrations.providers.GitHubKanban method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) discover_services() (src.core.service_registry.MarcusServiceRegistry class method) documentation (src.core.adaptive_dependencies.DependencyInterface attribute) DOCUMENTATION (src.core.phase_dependency_enforcer.TaskPhase attribute) (src.integrations.nlp_task_utils.TaskType attribute) DocumentationContext (class in src.integrations.adaptive_documentation) DocumentationTaskGenerator (class in src.integrations.documentation_tasks) DocumentationType (class in src.integrations.adaptive_documentation) domain (src.core.adaptive_dependencies.WorkflowPattern attribute) DONE (src.core.models.TaskStatus attribute), [1], [2], [3] download_attachment() (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) due_date (src.core.models.Task attribute), [1] (src.core.models.TaskAssignment attribute), [1] duration_days (src.learning.pattern_learner.CompletedProject attribute)

E

edges (src.intelligence.dependency_inferer.DependencyGraph attribute) EffortEstimate (class in src.ai.providers) (class in src.ai.providers.base_provider) email (src.core.models.WorkerStatus attribute), [1] enable_ai_inference (src.config.hybrid_inference_config.HybridInferenceConfig attribute) end_time (src.core.error_monitoring.CorrelationGroup attribute) endpoint_patterns (src.core.code_analyzer.CodeAnalyzer attribute) enforce_phase_dependencies() (src.core.phase_dependency_enforcer.PhaseDependencyEnforcer method) enhance_project_with_documentation() (in module src.integrations.documentation_tasks) enhance_task_with_ai() (src.ai.core.ai_engine.MarcusAIEngine method), [1] (src.ai.core.MarcusAIEngine method), [1] (src.ai.MarcusAIEngine method), [1] enhanced_description (src.ai.enrichment.EnhancementResult attribute) (src.ai.enrichment.intelligent_enricher.EnhancementResult attribute) EnhancedTaskClassifier (class in src.integrations.enhanced_task_classifier) enhancement_timestamp (src.ai.enrichment.EnhancementResult attribute) (src.ai.enrichment.intelligent_enricher.EnhancementResult attribute) EnhancementResult (class in src.ai.enrichment) (class in src.ai.enrichment.intelligent_enricher) enrich_board_tasks() (src.modes.enricher.enricher_mode.EnricherMode method) enrich_task() (src.modes.enricher.basic_enricher.BasicEnricher method) enrich_task_batch() (src.ai.enrichment.intelligent_enricher.IntelligentTaskEnricher method) (src.ai.enrichment.IntelligentTaskEnricher method) (src.modes.enricher.task_enricher.TaskEnricher method) enrich_task_with_ai() (src.ai.enrichment.intelligent_enricher.IntelligentTaskEnricher method) (src.ai.enrichment.IntelligentTaskEnricher method) enriched_description (src.modes.enricher.task_enricher.EnrichedTask attribute), [1] EnrichedTask (class in src.modes.enricher.task_enricher) ENRICHER (src.detection.context_detector.MarcusMode attribute) EnricherMode (class in src.modes.enricher.enricher_mode) enrichment_reasoning (src.modes.enricher.task_enricher.EnrichedTask attribute), [1] EnrichmentPlan (class in src.modes.enricher.task_enricher) ensure_connected() (src.worker.Inspector method) ensure_label_exists() (src.integrations.label_helper.LabelManagerHelper method) ENTERPRISE (src.modes.creator.template_library.ProjectSize attribute), [1] EnvironmentError, [1] episodic (src.core.memory.Memory attribute) error (src.core.assignment_reconciliation.AssignmentHealth attribute) ERROR (src.core.error_monitoring.AlertSeverity attribute) (src.core.events.EventTypes attribute) (src.logging.conversation_logger.ConversationType attribute), [1] (src.logging.ConversationType attribute), [1] error_context() (in module src.core.error_framework), [1] error_history (src.core.error_monitoring.ErrorMonitor attribute) error_index (src.core.error_monitoring.ErrorMonitor attribute) error_rate_per_minute (src.core.error_monitoring.ErrorMetrics attribute) ErrorAggregator (class in src.core.error_strategies), [1] ErrorCategory (class in src.core.error_framework), [1] ErrorContext (class in src.core.error_framework), [1] ErrorMetrics (class in src.core.error_monitoring) ErrorMonitor (class in src.core.error_monitoring) ErrorPattern (class in src.core.error_monitoring) ErrorResponseConfig (class in src.core.error_responses), [1] ErrorResponseFormatter (class in src.core.error_framework), [1] (class in src.core.error_responses), [1] errors (src.core.assignment_reconciliation.ReconciliationResults attribute) (src.core.error_monitoring.CorrelationGroup attribute) (src.core.error_strategies.ErrorAggregator attribute), [1] errors_by_agent (src.core.error_monitoring.ErrorMetrics attribute) errors_by_category (src.core.error_monitoring.ErrorMetrics attribute) errors_by_operation (src.core.error_monitoring.ErrorMetrics attribute)

errors_by_severity (src.core.error_monitoring.ErrorMetrics attribute) errors_by_type (src.core.error_monitoring.ErrorMetrics attribute) ErrorSeverity (class in src.core.error_framework), [1] ErrorStrategyRegistry (class in src.core.error_strategies), [1] escalation_path (src.core.error_framework.RemediationSuggestion attribute), [1] estimate_effort() (src.ai.providers.anthropic_provider.AnthropicProvider method) (src.ai.providers.base_provider.BaseLLMProvider method), [1] (src.ai.providers.BaseLLMProvider method), [1] (src.ai.providers.local_provider.LocalLLMProvider method) (src.ai.providers.openai_provider.OpenAIProvider method) estimate_effort_intelligently() (src.ai.LLMAbstraction method), [1] (src.ai.providers.llm_abstraction.LLMAbstraction method), [1] (src.ai.providers.LLMAbstraction method), [1] estimated_completion_time (src.ai.types.AIOptimizationResult attribute), [1] estimated_complexity (src.intelligence.prd_parser.Feature attribute) estimated_duration (src.intelligence.intelligent_task_generator.ProjectStructure attribute) estimated_hours (src.ai.enrichment.EnhancementResult attribute) (src.ai.enrichment.intelligent_enricher.EnhancementResult attribute) (src.ai.providers.base_provider.EffortEstimate attribute), [1] (src.ai.providers.EffortEstimate attribute), [1] (src.core.assignment_lease.AssignmentLease attribute) (src.core.memory.TaskOutcome attribute) (src.core.models.Task attribute), [1] (src.core.models.TaskAssignment attribute), [1] (src.intelligence.intelligent_task_generator.TaskDescription attribute) (src.modes.creator.template_library.TaskTemplate attribute), [1] (src.modes.enricher.task_enricher.EnrichedTask attribute), [1] estimation_accuracy (src.core.memory.TaskOutcome property) (src.learning.pattern_learner.ProjectLearnings attribute) estimation_multipliers (src.ai.learning.contextual_learner.TechnologyLearnings attribute) (src.ai.learning.TechnologyLearnings attribute) evaluate_assignment_quality() (src.ai.decisions.hybrid_framework.HybridDecisionFramework method) (src.ai.decisions.HybridDecisionFramework method) (src.ai.HybridDecisionFramework method) Event (class in src.core.events) event_id (src.core.events.Event attribute) event_type (src.core.events.Event attribute) EventLoopLockManager (class in src.core.event_loop_utils) Events (class in src.core.events) EventTypes (class in src.core.events) evidence_count (src.learning.pattern_learner.Pattern attribute) example_usage() (in module src.integrations.label_helper) examples (src.core.adaptive_dependencies.WorkflowPattern attribute) examples_count (src.core.adaptive_dependencies.RelationshipPattern attribute) execute() (src.core.error_strategies.RetryHandler method), [1] execute_with_fallback() (src.core.error_strategies.FallbackHandler method), [1] existing_tasks (src.ai.enrichment.intelligent_enricher.ProjectContext attribute) (src.integrations.adaptive_documentation.DocumentationContext attribute) expected_exception (src.core.resilience.CircuitBreakerConfig attribute) expected_interface (src.core.context.DependentTask attribute) EXPIRED (src.core.assignment_lease.LeaseStatus attribute) EXPIRING_SOON (src.core.assignment_lease.LeaseStatus attribute) explain_dependency() (src.intelligence.dependency_inferer_hybrid.HybridDependencyInferer method) EXPONENTIAL_BACKOFF (src.core.error_strategies.RetryPolicy attribute), [1] exponential_base (src.core.resilience.RetryConfig attribute) export_decision_metrics() (src.logging.conversation_logger.ConversationLogger method), [1] (src.logging.ConversationLogger method), [1] export_patterns() (src.learning.pattern_learner.PatternLearner method) external_services (src.intelligence.prd_parser.TechStack attribute) ExternalServiceError, [1] extracted_at (src.learning.project_pattern_learner.ProjectPattern attribute)

F

factors (src.ai.providers.base_provider.EffortEstimate attribute), [1] (src.ai.providers.EffortEstimate attribute), [1] failed_tasks (src.core.memory.AgentProfile attribute) failure_count (src.core.error_strategies.CircuitBreakerStatus attribute), [1] failure_history (src.core.error_strategies.CircuitBreakerStatus attribute), [1] failure_points (src.learning.pattern_learner.ProjectLearnings attribute) failure_threshold (src.core.error_strategies.CircuitBreakerConfig attribute), [1] (src.core.resilience.CircuitBreakerConfig attribute) fallback_functions (src.core.error_strategies.FallbackHandler attribute), [1] fallback_handlers (src.core.error_strategies.ErrorStrategyRegistry attribute), [1] fallback_mode (src.ai.core.HybridAnalysis attribute), [1] (src.ai.HybridAnalysis attribute), [1] (src.ai.types.HybridAnalysis attribute), [1] fallback_on_ai_failure (src.ai.core.ai_engine.MarcusAIEngine attribute) (src.ai.core.MarcusAIEngine attribute) (src.ai.MarcusAIEngine attribute) fallback_providers (src.ai.LLMAbstraction attribute) (src.ai.providers.llm_abstraction.LLMAbstraction attribute) (src.ai.providers.LLMAbstraction attribute) fallback_strategy (src.core.error_framework.RemediationSuggestion attribute), [1] fallback_used (src.ai.providers.base_provider.SemanticAnalysis attribute), [1] (src.ai.providers.SemanticAnalysis attribute), [1] FallbackHandler (class in src.core.error_strategies), [1] Feature (class in src.intelligence.prd_parser) FEATURE (src.core.phase_dependency_enforcer.DependencyType attribute) feature_labels (src.integrations.adaptive_documentation.DocumentationContext attribute) feature_name (src.core.phase_dependency_enforcer.FeatureGroup attribute) FEATURE_UPDATE (src.integrations.adaptive_documentation.DocumentationType attribute) feature_weights (src.core.adaptive_dependencies.RelationshipPattern attribute) FeatureGroup (class in src.core.phase_dependency_enforcer)

features (src.intelligence.prd_parser.ParsedPRD attribute) FeatureTaskTemplate (class in src.intelligence.intelligent_task_generator) feedback_history (src.core.adaptive_dependencies.AdaptiveDependencyInferer attribute) feedback_reason (src.core.adaptive_dependencies.DependencyFeedback attribute) FilePersistence (class in src.core.persistence) filter_by_type() (src.integrations.enhanced_task_classifier.EnhancedTaskClassifier method) (src.integrations.nlp_task_utils.TaskClassifier class method) find_optimal_task_for_agent() (src.core.ai_powered_task_assignment.AITaskAssignmentEngine method) (src.modes.adaptive.basic_adaptive.BasicAdaptiveMode method) find_optimal_task_for_agent_ai_powered() (in module src.core.ai_powered_task_assignment) find_similar_outcomes() (src.core.memory.Memory method) find_similar_projects() (src.learning.project_pattern_learner.ProjectPatternLearner method) first_seen (src.core.error_monitoring.ErrorPattern attribute) FIXED_DELAY (src.core.error_strategies.RetryPolicy attribute), [1] forbidden_paths (src.core.models.TaskAssignment attribute), [1] (src.core.workspace.WorkspaceManager attribute), [1] force_reconciliation() (src.monitoring.assignment_monitor.AssignmentMonitor method) format_batch_response() (src.core.error_responses.BatchErrorResponseFormatter method), [1] format_detected (src.intelligence.prd_parser.ParsedPRD attribute) format_error() (src.core.error_responses.ErrorResponseFormatter method), [1] format_error_summary() (src.core.error_responses.BatchErrorResponseFormatter method), [1] format_for_logging() (src.core.error_framework.ErrorResponseFormatter static method), [1] format_for_mcp() (src.core.error_framework.ErrorResponseFormatter static method), [1] format_user_friendly() (src.core.error_framework.ErrorResponseFormatter static method), [1] frequency (src.core.error_monitoring.ErrorPattern attribute) from_dict() (src.config.hybrid_inference_config.HybridInferenceConfig class method) (src.core.models.RecoveryInfo class method), [1] (src.core.project_registry.ProjectConfig class method) from_mode (src.orchestration.mode_registry.ModeSwitch attribute) frontend (src.intelligence.prd_parser.TechStack attribute)

G

generate_clarification() (src.integrations.ai_analysis_engine.AIAnalysisEngine method) generate_enhanced_description() (src.ai.LLMAbstraction method), [1] (src.ai.providers.anthropic_provider.AnthropicProvider method) (src.ai.providers.base_provider.BaseLLMProvider method), [1] (src.ai.providers.BaseLLMProvider method), [1] (src.ai.providers.llm_abstraction.LLMAbstraction method), [1] (src.ai.providers.LLMAbstraction method), [1] (src.ai.providers.local_provider.LocalLLMProvider method) (src.ai.providers.openai_provider.OpenAIProvider method) generate_enrichments() (src.modes.enricher.task_enricher.TaskEnricher method) generate_from_template() (src.modes.creator.task_generator.TaskGenerator method) generate_health_report() (src.core.error_monitoring.ErrorMonitor method) generate_structured_response() (src.integrations.ai_analysis_engine.AIAnalysisEngine method) generate_task_instructions() (src.integrations.ai_analysis_engine.AIAnalysisEngine method) generate_tasks_from_prd() (src.intelligence.intelligent_task_generator.IntelligentTaskGenerator method) get() (src.config.config_loader.ConfigLoader method) (src.config.Settings method) (src.config.settings.Settings method) get_active_assignment_persistence() (src.core.project_context_manager.ProjectContextManager method) get_active_blockers() (src.monitoring.project_monitor.ProjectMonitor method), [1] (src.monitoring.ProjectMonitor method), [1] get_active_context() (src.core.project_context_manager.ProjectContextManager method) get_active_events() (src.core.project_context_manager.ProjectContextManager method) get_active_project() (src.core.project_registry.ProjectRegistry method) get_active_project_id() (src.config.config_loader.ConfigLoader method) get_active_project_state() (src.core.project_context_manager.ProjectContextManager method) get_agent_status() (in module src.marcus_mcp.tools.agent), [1] (src.worker.Inspector method), [1] get_agent_tasks() (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) get_agent_workspace() (src.core.workspace.WorkspaceManager method) get_ai_config() (src.config.config_loader.ConfigLoader method) get_ai_settings() (src.config.Settings method) (src.config.settings.Settings method) get_all_assigned_task_ids() (src.core.assignment_persistence.AssignmentPersistence method) get_all_projects_summary() (src.cost_tracking.token_tracker.TokenTracker method) (src.cost_tracking.TokenTracker method) get_all_tasks() (src.integrations.kanban_client.KanbanClient method) (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) (src.modes.creator.template_library.ProjectTemplate method) get_anthropic_api_key() (in module src.config.config_loader) get_assignment() (src.core.assignment_persistence.AssignmentPersistence method) get_assignment_health() (src.core.assignment_reconciliation.AssignmentReconciler method) get_attachments() (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) get_audit_logger() (in module src.marcus_mcp.audit) get_available_modes() (src.orchestration.mode_registry.ModeRegistry method) get_available_tasks() (src.integrations.kanban_client.KanbanClient method) (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.github_kanban.GitHubKanban method) (src.integrations.providers.GitHubKanban method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) get_available_templates() (src.modes.creator.basic_creator.BasicCreatorMode method) (src.orchestration.hybrid_tools.HybridMarcusTools method) get_best_provider() (src.ai.LLMAbstraction method) (src.ai.providers.llm_abstraction.LLMAbstraction method) (src.ai.providers.LLMAbstraction method) get_blocking_analysis() (src.modes.adaptive.basic_adaptive.BasicAdaptiveMode method) (src.orchestration.hybrid_tools.HybridMarcusTools method) get_board_summary() (src.integrations.kanban_client.KanbanClient method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) get_boards_for_project() (src.integrations.kanban_client.KanbanClient method) get_circuit_breaker() (src.core.error_strategies.ErrorStrategyRegistry method), [1] get_color_for_label() (src.integrations.label_helper.LabelManagerHelper class method) get_communication_config() (src.config.config_loader.ConfigLoader method) get_communication_rules() (src.config.Settings method) (src.config.settings.Settings method) get_confidence_explanation() (src.core.adaptive_dependencies.AdaptiveDependencyInferer method) get_config() (in module src.config.config_loader) get_config_value() (in module src.config.config_loader) get_context() (src.core.context.Context method) get_contextual_recommendations() (src.ai.learning.contextual_learner.ContextualLearningSystem method) (src.ai.learning.ContextualLearningSystem method) get_conversation_replay() (src.logging.conversation_logger.ConversationLogger method), [1] (src.logging.ConversationLogger method), [1] get_correlation_groups() (src.core.error_monitoring.ErrorMonitor method) get_critical_errors() (src.core.error_strategies.ErrorAggregator method), [1] get_critical_path() (src.intelligence.dependency_inferer.DependencyGraph method) get_current_metrics() (src.core.error_monitoring.ErrorMonitor method) get_current_mode() (src.orchestration.hybrid_tools.HybridMarcusTools method) (src.orchestration.mode_registry.ModeRegistry method) get_current_project() (src.cost_tracking.ai_usage_middleware.AIUsageMiddleware method) (src.cost_tracking.AIUsageMiddleware method) get_current_risks() (src.monitoring.project_monitor.ProjectMonitor method), [1] (src.monitoring.ProjectMonitor method), [1] get_decisions() (src.core.persistence.Persistence method) get_decisions_for_task() (src.core.context.Context method) get_default_provider() (src.integrations.kanban_factory.KanbanFactory static method) get_dependencies() (src.core.phase_dependency_enforcer.TaskPhase class method) get_detected_patterns() (src.core.error_monitoring.ErrorMonitor method) get_engine_status() (src.ai.core.ai_engine.MarcusAIEngine method), [1] (src.ai.core.MarcusAIEngine method), [1] (src.ai.MarcusAIEngine method), [1]

get_enrichment_preview() (src.modes.enricher.enricher_mode.EnricherMode method) get_enrichment_statistics() (src.ai.enrichment.intelligent_enricher.IntelligentTaskEnricher method) (src.ai.enrichment.IntelligentTaskEnricher method) get_error_details() (src.core.error_monitoring.ErrorMonitor method) get_error_health_status() (in module src.core.error_monitoring) get_escalation_rules() (src.config.Settings method) (src.config.settings.Settings method) get_events() (src.core.persistence.Persistence method) get_expiring_leases() (src.core.assignment_lease.AssignmentLeaseManager method) get_fallback_handler() (src.core.error_strategies.ErrorStrategyRegistry method), [1] get_feature_config() (src.config.config_loader.ConfigLoader method) get_forbidden_paths() (src.core.workspace.WorkspaceManager method) get_framework_stats() (src.ai.decisions.hybrid_framework.HybridDecisionFramework method) (src.ai.decisions.HybridDecisionFramework method) (src.ai.HybridDecisionFramework method) get_global_median_duration() (src.core.memory.Memory method) get_health_status() (src.core.error_strategies.ErrorStrategyRegistry method), [1] get_history() (src.core.events.Events method) get_hybrid_inference_config() (src.config.config_loader.ConfigLoader method) get_implementation_details() (src.core.code_analyzer.CodeAnalyzer method) get_implementation_summary() (src.core.context.Context method) get_inference_mode() (src.core.adaptive_dependencies.AdaptiveDependencyInferer method) get_kanban_client() (src.core.project_context_manager.ProjectContextManager method) get_kanban_config() (src.config.config_loader.ConfigLoader method) get_kanban_provider() (in module src.config.config_loader) get_lease_statistics() (src.core.assignment_lease.AssignmentLeaseManager method) get_lock() (src.core.event_loop_utils.EventLoopLockManager method) (src.core.event_loop_utils.ThreadLocalLockManager method) get_median_duration_by_type() (src.core.memory.Memory method) get_memory_stats() (src.core.memory.Memory method) get_metrics_history() (src.core.error_monitoring.ErrorMonitor method) get_mode_handler() (src.orchestration.mode_registry.ModeRegistry method) get_mode_history() (src.orchestration.mode_registry.ModeRegistry method) get_mode_suggestions() (src.detection.context_detector.ContextDetector method) get_monitoring_config() (src.config.config_loader.ConfigLoader method) get_monitoring_stats() (src.monitoring.assignment_monitor.AssignmentMonitor method) get_next_task_intelligent() (src.orchestration.hybrid_tools.HybridMarcusTools method) get_pattern_based_recommendations() (src.monitoring.project_monitor.ProjectMonitor method) (src.monitoring.ProjectMonitor method) get_patterns_for_context() (src.learning.pattern_learner.PatternLearner method) get_phase_statistics() (src.core.phase_dependency_enforcer.PhaseDependencyEnforcer method) get_planka_config() (in module src.config.config_loader) get_preferred_service() (src.core.service_registry.MarcusServiceRegistry class method) get_preset_config() (in module src.config.hybrid_inference_config) get_project() (src.core.project_registry.ProjectRegistry method) (src.integrations.providers.SQLiteKanban method) get_project_metrics() (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.github_kanban.GitHubKanban method) (src.integrations.providers.GitHubKanban method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) get_project_state() (src.monitoring.project_monitor.ProjectMonitor method), [1] (src.monitoring.ProjectMonitor method), [1] get_project_stats() (src.cost_tracking.token_tracker.TokenTracker method) (src.cost_tracking.TokenTracker method) get_project_status() (src.worker.Inspector method), [1] get_projects() (src.integrations.kanban_client.KanbanClient method) get_projects_config() (src.config.config_loader.ConfigLoader method) get_provider_credentials() (src.config.config_loader.ConfigLoader method) get_provider_stats() (src.ai.LLMAbstraction method) (src.ai.providers.llm_abstraction.LLMAbstraction method) (src.ai.providers.LLMAbstraction method) get_pull_request() (src.integrations.github_mcp_interface.GitHubMCPInterface method) get_recommendations_from_patterns() (src.learning.project_pattern_learner.ProjectPatternLearner method) get_repository_content() (src.integrations.github_mcp_interface.GitHubMCPInterface method) get_repository_stats() (src.integrations.github_mcp_interface.GitHubMCPInterface method) get_required_tasks() (src.modes.creator.template_library.PhaseTemplate method) get_retry_config() (src.core.error_strategies.ErrorStrategyRegistry method), [1] get_risk_thresholds() (src.config.Settings method) (src.config.settings.Settings method) get_service_registry() (in module src.core.service_registry) get_state() (src.modes.adaptive.basic_adaptive.BasicAdaptiveMode method) (src.modes.creator.basic_creator.BasicCreatorMode method) (src.modes.enricher.enricher_mode.EnricherMode method) get_status() (src.modes.adaptive.basic_adaptive.BasicAdaptiveMode method) (src.modes.creator.basic_creator.BasicCreatorMode method) (src.modes.enricher.enricher_mode.EnricherMode method) get_suggestions() (src.integrations.enhanced_task_classifier.EnhancedTaskClassifier method) get_summary() (src.core.error_strategies.ErrorAggregator method), [1] get_task_assignment_data() (src.core.workspace.WorkspaceManager method) get_task_by_id() (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.github_kanban.GitHubKanban method) (src.integrations.providers.GitHubKanban method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) get_task_context() (in module src.marcus_mcp.tools.context) get_tasks_by_phase() (src.core.phase_dependency_enforcer.FeatureGroup method) get_tasks_by_type() (src.integrations.nlp_base.NaturalLanguageTaskCreator method) get_team_config() (src.config.Settings method) (src.config.settings.Settings method) get_tool_definitions() (src.orchestration.hybrid_tools.HybridMarcusTools method) get_tools_for_endpoint() (in module src.marcus_mcp.tool_groups) get_usage_stats() (src.marcus_mcp.audit.AuditLogger method) get_worker_for_task() (src.core.assignment_persistence.AssignmentPersistence method) get_working_memory_summary() (src.core.memory.Memory method) GITHUB (src.integrations.kanban_interface.KanbanProvider attribute) GitHubKanban (class in src.integrations.providers) (class in src.integrations.providers.github_kanban) GitHubMCPInterface (class in src.integrations.github_mcp_interface) GLOBAL (src.core.phase_dependency_enforcer.DependencyType attribute) goals (src.intelligence.prd_parser.ParsedPRD attribute) grace_period_seconds (src.core.assignment_lease.AssignmentLease attribute) GracefulDegradation (class in src.core.resilience) group_id (src.core.error_monitoring.CorrelationGroup attribute)

H

HALF_OPEN (src.core.error_strategies.CircuitBreakerState attribute), [1] handle_mcp_tool_error() (in module src.core.error_responses), [1] has_cycle() (src.intelligence.dependency_inferer.DependencyGraph method) has_errors() (src.core.error_strategies.ErrorAggregator method), [1] has_phase() (src.core.phase_dependency_enforcer.FeatureGroup method) health_check() (src.ai.LLMAbstraction method) (src.ai.providers.llm_abstraction.LLMAbstraction method) (src.ai.providers.LLMAbstraction method) health_score (src.core.board_health_analyzer.BoardHealth attribute) HealthIssue (class in src.core.board_health_analyzer) HealthIssueType (class in src.core.board_health_analyzer) healthy (src.core.assignment_reconciliation.AssignmentHealth attribute) HIGH (src.core.board_health_analyzer.IssueSeverity attribute) (src.core.error_framework.ErrorSeverity attribute), [1] (src.core.models.Priority attribute), [1], [2], [3] (src.core.models.RiskLevel attribute), [1], [2], [3] historical_data (src.ai.AnalysisContext attribute), [1] (src.ai.core.AnalysisContext attribute), [1] (src.ai.enrichment.intelligent_enricher.ProjectContext attribute) (src.ai.types.AnalysisContext attribute), [1] (src.monitoring.project_monitor.ProjectMonitor attribute) (src.monitoring.ProjectMonitor attribute)

history (src.core.events.Events attribute) hours (src.intelligence.intelligent_task_generator.TaskTemplate attribute) hybrid_coordinator (src.ai.core.ai_engine.MarcusAIEngine attribute) (src.ai.core.MarcusAIEngine attribute) (src.ai.MarcusAIEngine attribute) HybridAnalysis (class in src.ai) (class in src.ai.core) (class in src.ai.types) HybridDecisionFramework (class in src.ai) (class in src.ai.decisions) (class in src.ai.decisions.hybrid_framework) HybridDependency (class in src.intelligence.dependency_inferer_hybrid) HybridDependencyInferer (class in src.intelligence.dependency_inferer_hybrid) HybridInferenceConfig (class in src.config.hybrid_inference_config) HybridMarcusTools (class in src.orchestration.hybrid_tools)

I

id (src.core.models.Task attribute), [1] (src.core.project_registry.ProjectConfig attribute) identified_at (src.core.models.ProjectRisk attribute), [1] IDLE_AGENTS (src.core.board_health_analyzer.HealthIssueType attribute) IDLE_TIMEOUT_MINUTES (src.core.project_context_manager.ProjectContextManager attribute) immediate_action (src.core.error_framework.RemediationSuggestion attribute), [1] impact (src.core.context.Decision attribute) (src.core.models.ProjectRisk attribute), [1] IMPLEMENTATION (src.core.phase_dependency_enforcer.TaskPhase attribute) (src.integrations.nlp_task_utils.TaskType attribute) IMPLEMENTATION_FOUND (src.core.events.EventTypes attribute) implementation_patterns (src.learning.project_pattern_learner.ProjectPattern attribute) implementations (src.core.context.Context attribute) import_patterns() (src.learning.pattern_learner.PatternLearner method) improvements (src.ai.types.AIOptimizationResult attribute), [1] IN_PROGRESS (src.core.models.TaskStatus attribute), [1], [2], [3] in_progress_tasks (src.core.models.ProjectState attribute), [1] include_debug_info (src.core.error_responses.ErrorResponseConfig attribute), [1] include_remediation (src.core.error_responses.ErrorResponseConfig attribute), [1] include_stack_trace (src.core.error_responses.ErrorResponseConfig attribute), [1] include_system_context (src.core.error_responses.ErrorResponseConfig attribute), [1] infer_dependencies() (src.ai.providers.anthropic_provider.AnthropicProvider method) (src.ai.providers.base_provider.BaseLLMProvider method), [1] (src.ai.providers.BaseLLMProvider method), [1] (src.ai.providers.local_provider.LocalLLMProvider method) (src.ai.providers.openai_provider.OpenAIProvider method) (src.intelligence.dependency_inferer.DependencyInferer method) (src.intelligence.dependency_inferer_hybrid.HybridDependencyInferer method) infer_dependencies_semantic() (src.ai.LLMAbstraction method), [1] (src.ai.providers.llm_abstraction.LLMAbstraction method), [1] (src.ai.providers.LLMAbstraction method), [1] infer_dependency() (src.core.adaptive_dependencies.AdaptiveDependencyInferer method) infer_needed_interface() (src.core.context.Context method) inference_cache (src.intelligence.dependency_inferer_hybrid.HybridDependencyInferer attribute) inference_method (src.intelligence.dependency_inferer_hybrid.HybridDependency attribute) InferredDependency (class in src.intelligence.dependency_inferer) INFO (src.core.error_monitoring.AlertSeverity attribute) INFRASTRUCTURE (src.core.phase_dependency_enforcer.TaskPhase attribute) (src.integrations.nlp_task_utils.TaskType attribute) infrastructure (src.intelligence.prd_parser.TechStack attribute) initialize() (src.core.project_context_manager.ProjectContextManager method) (src.core.project_registry.ProjectRegistry method) (src.integrations.ai_analysis_engine.AIAnalysisEngine method) (src.marcus_mcp.client.SimpleMarcusClient method) (src.modes.adaptive.basic_adaptive.BasicAdaptiveMode method) (src.modes.creator.basic_creator.BasicCreatorMode method) (src.modes.enricher.enricher_mode.EnricherMode method)

Inspector (class in src.worker) instructions (src.core.models.RecoveryInfo attribute), [1] (src.core.models.TaskAssignment attribute), [1] INTEGRATION (src.core.error_framework.ErrorCategory attribute), [1] (src.core.phase_dependency_enforcer.TaskPhase attribute) (src.integrations.nlp_task_utils.TaskType attribute) integration_name (src.core.error_framework.ErrorContext attribute), [1] integration_state (src.core.error_framework.ErrorContext attribute), [1] integration_tasks (src.modes.enricher.board_organizer.ComponentStructure attribute) IntegrationError, [1] IntelligentTaskEnricher (class in src.ai.enrichment) (class in src.ai.enrichment.intelligent_enricher) IntelligentTaskGenerator (class in src.intelligence.intelligent_task_generator) INTENT_PATTERNS (src.detection.context_detector.ContextDetector attribute) interface_type (src.core.adaptive_dependencies.DependencyInterface attribute) INTERNAL_THINKING (src.logging.conversation_logger.ConversationType attribute), [1] (src.logging.ConversationType attribute), [1] InvalidConfigurationError, [1] is_chaotic (src.detection.board_analyzer.BoardState attribute) is_dependency (src.core.adaptive_dependencies.DependencyFeedback attribute) is_deployment_task() (src.integrations.nlp_base.NaturalLanguageTaskCreator method) is_empty (src.detection.board_analyzer.BoardState attribute) is_expired (src.core.assignment_lease.AssignmentLease property) is_expiring_soon (src.core.assignment_lease.AssignmentLease property) is_implementation_task() (src.integrations.nlp_base.NaturalLanguageTaskCreator method) is_monitoring (src.monitoring.project_monitor.ProjectMonitor attribute) (src.monitoring.ProjectMonitor attribute) is_multi_project_mode() (src.config.config_loader.ConfigLoader method) is_open() (src.core.resilience.CircuitBreaker method) is_path_allowed() (src.core.workspace.WorkspaceManager method) is_readonly (src.core.workspace.WorkspaceConfig attribute) is_subtask (src.core.models.Task attribute), [1] is_subtasks_enabled() (src.config.Settings method) (src.config.settings.Settings method) is_task_assigned() (src.core.assignment_persistence.AssignmentPersistence method) is_testing_task() (src.integrations.nlp_base.NaturalLanguageTaskCreator method) is_tool_allowed() (in module src.marcus_mcp.tool_groups) is_type() (src.integrations.enhanced_task_classifier.EnhancedTaskClassifier method) (src.integrations.nlp_task_utils.TaskClassifier class method) is_valid (src.ai.types.RuleBasedResult attribute), [1] is_well_structured (src.detection.board_analyzer.BoardState attribute) issues (src.core.board_health_analyzer.BoardHealth attribute) IssueSeverity (class in src.core.board_health_analyzer)

J

jitter (src.core.error_strategies.RetryConfig attribute), [1] (src.core.resilience.RetryConfig attribute)

JITTERED_EXPONENTIAL (src.core.error_strategies.RetryPolicy attribute), [1] JSON_API (src.core.error_responses.ResponseFormat attribute), [1]

K

kanban_assigned_count (src.core.assignment_reconciliation.AssignmentHealth attribute) kanban_client (src.monitoring.project_monitor.ProjectMonitor attribute) (src.monitoring.ProjectMonitor attribute) KANBAN_CONNECTED (src.core.events.EventTypes attribute) KANBAN_ERROR (src.core.events.EventTypes attribute) kanban_logger (src.logging.conversation_logger.ConversationLogger attribute) (src.logging.ConversationLogger attribute) kanban_mcp_path (src.integrations.kanban_client.KanbanClient property)

KANBAN_TO_PM (src.logging.conversation_logger.ConversationType attribute), [1] (src.logging.ConversationType attribute), [1] KanbanClient (class in src.integrations.kanban_client) KanbanClientWithCreate (class in src.integrations.kanban_client_with_create) KanbanFactory (class in src.integrations.kanban_factory) KanbanIntegrationError, [1] KanbanInterface (class in src.integrations.kanban_interface) KanbanProvider (class in src.integrations.kanban_interface)

L

label_hierarchy (src.modes.enricher.board_organizer.LabelingPlan attribute) LabelingPlan (class in src.modes.enricher.board_organizer) LabelManagerHelper (class in src.integrations.label_helper) labels (src.core.models.Task attribute), [1] (src.modes.creator.template_library.TaskTemplate attribute), [1] LARGE (src.modes.creator.template_library.ProjectSize attribute), [1] last_failure_time (src.core.error_strategies.CircuitBreakerStatus attribute), [1] (src.core.resilience.CircuitBreaker attribute) last_mode_switch (src.detection.context_detector.UserContext attribute) last_progress_message (src.core.assignment_lease.AssignmentLease attribute) last_renewed (src.core.assignment_lease.AssignmentLease attribute) last_seen (src.core.adaptive_dependencies.RelationshipPattern attribute) (src.core.error_monitoring.ErrorPattern attribute) last_updated (src.ai.learning.contextual_learner.ProjectTypeLearnings attribute) (src.ai.learning.contextual_learner.TeamLearnings attribute) (src.ai.learning.contextual_learner.TechnologyLearnings attribute) (src.ai.learning.TeamLearnings attribute) (src.ai.learning.TechnologyLearnings attribute) (src.core.error_monitoring.ErrorMetrics attribute) (src.core.models.ProjectState attribute), [1] (src.learning.pattern_learner.Pattern attribute) last_used (src.ai.learning.contextual_learner.AdaptedTemplate attribute) (src.core.project_registry.ProjectConfig attribute) learn_from_kanban_board() (src.core.adaptive_dependencies.AdaptiveDependencyInferer method) learn_from_project() (src.learning.pattern_learner.PatternLearner method) (src.learning.project_pattern_learner.ProjectPatternLearner method) learn_team_patterns() (src.ai.learning.contextual_learner.ContextualLearningSystem method) (src.ai.learning.ContextualLearningSystem method) learn_technology_patterns() (src.ai.learning.contextual_learner.ContextualLearningSystem method) (src.ai.learning.ContextualLearningSystem method) learned_patterns (src.learning.project_pattern_learner.ProjectPatternLearner attribute) lease_expires (src.core.assignment_lease.AssignmentLease attribute) lease_history (src.core.assignment_lease.AssignmentLeaseManager attribute) lease_lock (src.core.assignment_lease.AssignmentLeaseManager property) LeaseMonitor (class in src.core.assignment_lease) LeaseStatus (class in src.core.assignment_lease) LINEAR (src.integrations.kanban_interface.KanbanProvider attribute) LINEAR_BACKOFF (src.core.error_strategies.RetryPolicy attribute), [1] LinearKanban (class in src.integrations.providers) (class in src.integrations.providers.linear_kanban) list_commits() (src.integrations.github_mcp_interface.GitHubMCPInterface method) list_pr_commits() (src.integrations.github_mcp_interface.GitHubMCPInterface method) list_pr_reviews() (src.integrations.github_mcp_interface.GitHubMCPInterface method) list_projects() (src.core.project_registry.ProjectRegistry method) (src.integrations.providers.SQLiteKanban method) list_registered_agents() (in module src.marcus_mcp.tools.agent), [1] llm_client (src.ai.core.ai_engine.MarcusAIEngine attribute) (src.ai.core.MarcusAIEngine attribute) (src.ai.MarcusAIEngine attribute) LLMAbstraction (class in src.ai) (class in src.ai.providers) (class in src.ai.providers.llm_abstraction)

load_active_leases() (src.core.assignment_lease.AssignmentLeaseManager method) load_assignments() (src.core.assignment_persistence.AssignmentPersistence method) load_config() (src.core.workspace.WorkspaceManager method) load_historical_data() (src.cost_tracking.token_tracker.TokenTracker method) (src.cost_tracking.TokenTracker method) LocalLLMProvider (class in src.ai.providers.local_provider) lock (src.core.assignment_persistence.AssignmentPersistence property) (src.core.error_strategies.CircuitBreaker property), [1] (src.core.project_context_manager.ProjectContextManager property) log_access_denied() (src.marcus_mcp.audit.AuditLogger method) log_agent_event() (in module src.logging.agent_events) log_artifact() (in module src.marcus_mcp.tools.attachment) log_blocker() (src.logging.conversation_logger.ConversationLogger method) (src.logging.ConversationLogger method) log_conversation() (in module src.logging) (in module src.logging.conversation_logger) log_conversation_event() (in module src.logging.agent_events) log_decision() (in module src.marcus_mcp.tools.context), [1] (src.core.context.Context method) log_dir (src.logging.conversation_logger.ConversationLogger attribute) (src.logging.ConversationLogger attribute) log_event() (src.marcus_mcp.audit.AuditLogger method) log_kanban_interaction() (src.logging.conversation_logger.ConversationLogger method), [1] (src.logging.ConversationLogger method), [1] log_pm_decision() (src.logging.conversation_logger.ConversationLogger method) (src.logging.ConversationLogger method) log_pm_thinking() (src.logging.conversation_logger.ConversationLogger method), [1] (src.logging.ConversationLogger method), [1] log_progress_update() (src.logging.conversation_logger.ConversationLogger method) (src.logging.ConversationLogger method) log_registration() (src.marcus_mcp.audit.AuditLogger method) log_security_violation() (src.core.workspace.WorkspaceManager method) log_session() (src.marcus_mcp.audit.AuditLogger method) log_system_state() (src.logging.conversation_logger.ConversationLogger method) (src.logging.ConversationLogger method) log_task_assignment() (src.logging.conversation_logger.ConversationLogger method) (src.logging.ConversationLogger method) log_thinking() (in module src.logging) (in module src.logging.conversation_logger) log_tool_call() (src.marcus_mcp.audit.AuditLogger method) log_worker_message() (src.logging.conversation_logger.ConversationLogger method), [1] (src.logging.ConversationLogger method), [1] LOGGING (src.core.error_responses.ResponseFormat attribute), [1] long_term_solution (src.core.error_framework.RemediationSuggestion attribute), [1] LOW (src.core.board_health_analyzer.IssueSeverity attribute) (src.core.error_framework.ErrorSeverity attribute), [1] (src.core.models.Priority attribute), [1], [2], [3] (src.core.models.RiskLevel attribute), [1], [2], [3]

M

main_workspace (src.core.workspace.ProjectWorkspaces attribute) make_assignment_decision() (src.ai.decisions.hybrid_framework.HybridDecisionFramework method) (src.ai.decisions.HybridDecisionFramework method) (src.ai.HybridDecisionFramework method) mandatory (src.ai.types.RuleBasedResult attribute), [1] (src.intelligence.dependency_inferer.DependencyPattern attribute) mandatory_rule_applied (src.ai.AssignmentDecision attribute), [1] (src.ai.decisions.AssignmentDecision attribute), [1] (src.ai.types.AssignmentDecision attribute), [1] MANUAL (src.core.phase_dependency_enforcer.DependencyType attribute) map_hex_to_valid_color() (src.integrations.label_helper.LabelManagerHelper class method) marcus_root (src.core.workspace.WorkspaceManager attribute), [1] MarcusAIEngine (class in src.ai) (class in src.ai.core) (class in src.ai.core.ai_engine) MarcusBaseError, [1] MarcusError (in module src.core.error_framework), [1] MarcusJSONEncoder (class in src.marcus_mcp.utils) MarcusMode (class in src.detection.context_detector) MarcusServiceRegistry (class in src.core.service_registry) MARKDOWN (src.intelligence.prd_parser.PRDFormat attribute) match_task_to_agent() (src.integrations.ai_analysis_engine.AIAnalysisEngine method) matched_keywords (src.integrations.enhanced_task_classifier.ClassificationResult attribute) matched_patterns (src.integrations.enhanced_task_classifier.ClassificationResult attribute) max_ai_pairs_per_batch (src.config.hybrid_inference_config.HybridInferenceConfig attribute) max_attempts (src.core.error_strategies.RetryConfig attribute), [1] (src.core.resilience.RetryConfig attribute) MAX_CACHED_PROJECTS (src.core.project_context_manager.ProjectContextManager attribute) max_delay (src.core.error_strategies.RetryConfig attribute), [1] (src.core.resilience.RetryConfig attribute) max_dependency_chain_length (src.config.hybrid_inference_config.HybridInferenceConfig attribute) max_failures_per_window (src.core.error_strategies.CircuitBreakerConfig attribute), [1] max_message_length (src.core.error_responses.ErrorResponseConfig attribute), [1] max_samples (src.core.memory.TaskPattern attribute) max_tokens (src.ai.providers.local_provider.LocalLLMProvider attribute) (src.ai.providers.openai_provider.OpenAIProvider attribute) MCP (src.core.error_responses.ResponseFormat attribute), [1] mcp_caller (src.core.code_analyzer.CodeAnalyzer attribute) median_duration (src.core.memory.TaskPattern property) median_update_interval (src.core.assignment_lease.AssignmentLease property) MEDIUM (src.core.board_health_analyzer.IssueSeverity attribute) (src.core.error_framework.ErrorSeverity attribute), [1] (src.core.models.Priority attribute), [1], [2], [3] (src.core.models.RiskLevel attribute), [1], [2], [3] (src.modes.creator.template_library.ProjectSize attribute), [1] Memory (class in src.core.memory) MemoryAdvanced (class in src.core.memory_advanced) MemoryPersistence (class in src.core.persistence) merge_conflict_extensions (src.core.assignment_lease.AssignmentLease attribute) metadata (src.core.events.Event attribute) (src.integrations.adaptive_documentation.DocumentationContext attribute) metadata_completeness (src.detection.board_analyzer.BoardState attribute) metrics (src.core.board_health_analyzer.BoardHealth attribute) metrics_history (src.core.error_monitoring.ErrorMonitor attribute) MIGRATION_GUIDE (src.integrations.adaptive_documentation.DocumentationType attribute) min_shared_keywords (src.config.hybrid_inference_config.HybridInferenceConfig attribute) mismatches (src.core.assignment_reconciliation.AssignmentHealth attribute) missing_acceptance_criteria (src.modes.enricher.task_enricher.EnrichmentPlan attribute), [1] missing_dependencies (src.modes.enricher.task_enricher.EnrichmentPlan attribute), [1] missing_description (src.modes.enricher.task_enricher.EnrichmentPlan attribute), [1] missing_estimates (src.modes.enricher.task_enricher.EnrichmentPlan attribute), [1] missing_labels (src.modes.enricher.task_enricher.EnrichmentPlan attribute), [1] MissingCredentialsError, [1] MissingDependencyError, [1] mitigation_strategy (src.core.models.ProjectRisk attribute), [1] mobile (src.intelligence.prd_parser.TechStack attribute) MobileAppTemplate (class in src.modes.creator.template_library) mode_history (src.orchestration.mode_registry.ModeRegistry attribute) mode_preferences (src.detection.context_detector.UserContext attribute) mode_state (src.orchestration.mode_registry.ModeRegistry attribute) model (src.ai.providers.local_provider.LocalLLMProvider attribute) (src.ai.providers.openai_provider.OpenAIProvider attribute) (src.integrations.ai_analysis_engine.AIAnalysisEngine attribute) ModeRecommendation (class in src.detection.context_detector) ModeRegistry (class in src.orchestration.mode_registry) ModeSwitch (class in src.orchestration.mode_registry) MODIFICATION_SUMMARY (src.integrations.adaptive_documentation.DocumentationType attribute) module src src.ai src.ai.core src.ai.core.ai_engine src.ai.decisions src.ai.decisions.hybrid_framework src.ai.enrichment src.ai.enrichment.intelligent_enricher src.ai.learning src.ai.learning.contextual_learner src.ai.providers src.ai.providers.anthropic_provider src.ai.providers.base_provider src.ai.providers.llm_abstraction src.ai.providers.local_provider src.ai.providers.openai_provider src.ai.types src.config src.config.config_loader src.config.hybrid_inference_config src.config.settings src.core src.core.adaptive_dependencies src.core.ai_powered_task_assignment src.core.assignment_lease src.core.assignment_persistence src.core.assignment_reconciliation src.core.board_health_analyzer src.core.code_analyzer src.core.context src.core.error_framework, [1] src.core.error_monitoring src.core.error_responses, [1] src.core.error_strategies, [1] src.core.event_loop_utils src.core.events src.core.memory src.core.memory_advanced src.core.models, [1] src.core.persistence src.core.phase_dependency_enforcer src.core.project_context_manager src.core.project_registry src.core.resilience src.core.service_registry src.core.workspace src.cost_tracking src.cost_tracking.ai_usage_middleware src.cost_tracking.token_tracker src.detection src.detection.board_analyzer src.detection.context_detector src.integrations src.integrations.adaptive_documentation src.integrations.ai_analysis_engine src.integrations.documentation_tasks src.integrations.enhanced_task_classifier src.integrations.github_mcp_interface src.integrations.kanban_client src.integrations.kanban_client_with_create src.integrations.kanban_factory src.integrations.kanban_interface src.integrations.label_helper src.integrations.nlp_base src.integrations.nlp_task_utils src.integrations.providers src.integrations.providers.github_kanban src.integrations.providers.linear_kanban src.integrations.providers.planka src.integrations.providers.planka_kanban src.intelligence src.intelligence.dependency_inferer src.intelligence.dependency_inferer_hybrid src.intelligence.intelligent_task_generator src.intelligence.prd_parser src.learning src.learning.pattern_learner src.learning.project_pattern_learner src.logging src.logging.agent_events src.logging.conversation_logger src.marcus_mcp src.marcus_mcp.audit src.marcus_mcp.client src.marcus_mcp.tool_groups src.marcus_mcp.tools.agent src.marcus_mcp.tools.attachment src.marcus_mcp.tools.context src.marcus_mcp.utils src.modes src.modes.adaptive src.modes.adaptive.basic_adaptive src.modes.creator src.modes.creator.basic_creator src.modes.creator.task_generator src.modes.creator.template_library src.modes.enricher src.modes.enricher.basic_enricher src.modes.enricher.board_organizer src.modes.enricher.enricher_mode src.modes.enricher.task_enricher src.monitoring src.monitoring.assignment_monitor src.monitoring.project_monitor src.orchestration src.orchestration.hybrid_tools src.orchestration.mode_registry src.visualization src.worker src.workflow

monitor_window (src.core.error_strategies.CircuitBreakerConfig attribute), [1] MONITORING (src.core.error_responses.ResponseFormat attribute), [1] move_task_to_column() (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.github_kanban.GitHubKanban method) (src.integrations.providers.GitHubKanban method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) multiplier (src.core.error_strategies.RetryConfig attribute), [1] MVP (src.modes.creator.template_library.ProjectSize attribute), [1]

N

name (src.core.adaptive_dependencies.WorkflowPattern attribute) (src.core.models.Task attribute), [1] (src.core.models.WorkerStatus attribute), [1] (src.core.project_registry.ProjectConfig attribute) (src.intelligence.dependency_inferer.DependencyPattern attribute) (src.intelligence.intelligent_task_generator.FeatureTaskTemplate attribute) (src.intelligence.intelligent_task_generator.TaskDescription attribute) (src.intelligence.intelligent_task_generator.TaskTemplate attribute) (src.intelligence.intelligent_task_generator.TechStackTaskTemplate attribute) (src.intelligence.prd_parser.Feature attribute) (src.learning.pattern_learner.CompletedProject attribute) (src.modes.creator.template_library.PhaseTemplate attribute), [1] (src.modes.creator.template_library.ProjectTemplate attribute), [1] (src.modes.creator.template_library.TaskTemplate attribute), [1] (src.modes.enricher.board_organizer.OrganizationStrategy attribute)

NaturalLanguageTaskCreator (class in src.integrations.nlp_base) NetworkTimeoutError, [1] next_attempt_time (src.core.error_strategies.CircuitBreakerStatus attribute), [1] nodes (src.intelligence.dependency_inferer.DependencyGraph attribute) NONE (src.core.error_strategies.RetryPolicy attribute), [1] normalize_priority() (src.integrations.kanban_interface.KanbanInterface method) normalize_status() (src.integrations.kanban_interface.KanbanInterface method)

O

on_recovery_callback (src.core.assignment_lease.AssignmentLeaseManager attribute) OPEN (src.core.error_strategies.CircuitBreakerState attribute), [1] OpenAIProvider (class in src.ai.providers.openai_provider) operation (src.core.error_framework.ErrorContext attribute), [1] operation_id (src.core.error_framework.ErrorContext attribute), [1] optimization_score (src.ai.AssignmentDecision attribute), [1] (src.ai.core.HybridAnalysis attribute), [1] (src.ai.decisions.AssignmentDecision attribute), [1] (src.ai.HybridAnalysis attribute), [1] (src.ai.types.AIOptimizationResult attribute), [1] (src.ai.types.AssignmentDecision attribute), [1] (src.ai.types.HybridAnalysis attribute), [1] optional (src.modes.creator.template_library.TaskTemplate attribute), [1] order (src.modes.creator.template_library.PhaseTemplate attribute), [1] OrganizationStrategy (class in src.modes.enricher.board_organizer)

ORGANIZE (src.detection.context_detector.UserIntent attribute) organize_board() (src.modes.enricher.enricher_mode.EnricherMode method) organize_by_component() (src.modes.enricher.board_organizer.BoardOrganizer method) organize_by_phase() (src.modes.enricher.board_organizer.BoardOrganizer method) original_task (src.ai.enrichment.EnhancementResult attribute) (src.ai.enrichment.intelligent_enricher.EnhancementResult attribute) (src.modes.enricher.task_enricher.EnrichedTask attribute), [1] original_template (src.ai.learning.contextual_learner.AdaptedTemplate attribute) orphaned_tasks (src.core.assignment_reconciliation.ReconciliationResults attribute) OTHER (src.integrations.nlp_task_utils.TaskType attribute) outcome (src.learning.project_pattern_learner.ProjectPattern attribute) output_paths (src.core.models.Task attribute), [1] overdue_tasks (src.core.models.ProjectState attribute), [1] OVERLOADED_AGENTS (src.core.board_health_analyzer.HealthIssueType attribute) overview (src.intelligence.prd_parser.ParsedPRD attribute)

P

PARALLEL (src.detection.board_analyzer.WorkflowPattern attribute) parent_task_id (src.core.models.Task attribute), [1] parse_prd() (src.intelligence.prd_parser.PRDParser method) ParsedPRD (class in src.intelligence.prd_parser) path (src.core.workspace.WorkspaceConfig attribute) Pattern (class in src.learning.pattern_learner) pattern (src.core.error_monitoring.CorrelationGroup attribute) pattern_confidence (src.intelligence.dependency_inferer_hybrid.HybridDependency attribute) pattern_confidence_threshold (src.config.hybrid_inference_config.HybridInferenceConfig attribute) PATTERN_DETECTED (src.core.events.EventTypes attribute) pattern_id (src.core.adaptive_dependencies.RelationshipPattern attribute) (src.core.adaptive_dependencies.WorkflowPattern attribute) (src.core.error_monitoring.ErrorPattern attribute) (src.learning.pattern_learner.Pattern attribute) pattern_type (src.core.error_monitoring.ErrorPattern attribute) (src.core.memory.TaskPattern attribute) (src.learning.pattern_learner.Pattern attribute) PatternLearner (class in src.learning.pattern_learner) patterns (src.core.adaptive_dependencies.AdaptiveDependencyInferer attribute) (src.core.context.Context attribute) (src.learning.pattern_learner.PatternLearner attribute) peak_performance_hours (src.core.memory.AgentProfile attribute) performance_requirements (src.intelligence.prd_parser.ProjectConstraints attribute) performance_score (src.core.models.WorkerStatus attribute), [1] PermissionError, [1] persisted_count (src.core.assignment_reconciliation.AssignmentHealth attribute) Persistence (class in src.core.persistence) PersistenceBackend (class in src.core.persistence) PHASE (src.core.phase_dependency_enforcer.DependencyType attribute) phase (src.intelligence.intelligent_task_generator.FeatureTaskTemplate attribute) (src.intelligence.intelligent_task_generator.TaskDescription attribute) (src.intelligence.intelligent_task_generator.TechStackTaskTemplate attribute) (src.modes.creator.template_library.TaskTemplate attribute), [1] phase_dependencies (src.ai.learning.contextual_learner.ProjectTypeLearnings attribute) PHASE_ORDER (src.core.phase_dependency_enforcer.PhaseDependencyEnforcer attribute) phase_order (src.modes.enricher.board_organizer.PhasedStructure attribute) PHASE_PATTERNS (src.detection.board_analyzer.BoardAnalyzer attribute) phase_tasks (src.core.phase_dependency_enforcer.FeatureGroup attribute) PHASED (src.detection.board_analyzer.WorkflowPattern attribute) PhaseDependencyEnforcer (class in src.core.phase_dependency_enforcer) PhasedStructure (class in src.modes.enricher.board_organizer) phases (src.intelligence.intelligent_task_generator.ProjectStructure attribute) (src.modes.creator.template_library.ProjectTemplate attribute), [1] (src.modes.enricher.board_organizer.PhasedStructure attribute) phases_detected (src.detection.board_analyzer.BoardState attribute) PhaseTemplate (class in src.modes.creator.template_library) PLAIN_TEXT (src.intelligence.prd_parser.PRDFormat attribute) Planka (class in src.integrations.providers) (class in src.integrations.providers.planka) PLANKA (src.integrations.kanban_interface.KanbanProvider attribute) PlankaKanban (class in src.integrations.providers) (class in src.integrations.providers.planka_kanban) PLANNING_INTENT_FIDELITY (src.core.events.EventTypes attribute) pm_logger (src.logging.conversation_logger.ConversationLogger attribute) (src.logging.ConversationLogger attribute) PM_TO_KANBAN (src.logging.conversation_logger.ConversationType attribute), [1] (src.logging.ConversationType attribute), [1] PM_TO_WORKER (src.logging.conversation_logger.ConversationType attribute), [1] (src.logging.ConversationType attribute), [1] PRDFormat (class in src.intelligence.prd_parser) PRDParser (class in src.intelligence.prd_parser) predict_blockage_probability() (src.core.memory.Memory method) predict_cascade_effects() (src.core.memory.Memory method) predict_completion_time() (src.core.memory.Memory method) predict_task_outcome() (src.core.memory.Memory method) predict_task_outcome_v2() (src.core.memory_advanced.MemoryAdvanced method) predict_with_ml() (src.core.memory_advanced.MemoryAdvanced method) PREDICTION_MADE (src.core.events.EventTypes attribute) preferred_task_types (src.ai.learning.contextual_learner.TeamLearnings attribute) (src.ai.learning.TeamLearnings attribute) prerequisites (src.core.memory.TaskPattern attribute) preview_template() (src.modes.creator.basic_creator.BasicCreatorMode method) (src.orchestration.hybrid_tools.HybridMarcusTools method)

previous_agent_branch (src.core.models.RecoveryInfo attribute), [1] previous_implementations (src.core.context.TaskContext attribute) previous_progress (src.core.models.RecoveryInfo attribute), [1] Priority (class in src.core.models), [1] priority (src.core.models.Task attribute), [1] (src.core.models.TaskAssignment attribute), [1] (src.intelligence.prd_parser.Feature attribute) (src.modes.creator.template_library.TaskTemplate attribute), [1] probability (src.core.models.ProjectRisk attribute), [1] procedural (src.core.memory.Memory attribute) process_natural_language() (src.integrations.nlp_base.NaturalLanguageTaskCreator method) produces (src.core.adaptive_dependencies.DependencyInterface attribute) progress_percent (src.core.models.ProjectState attribute), [1] progress_percentage (src.core.assignment_lease.AssignmentLease attribute) PROJECT_COMPLETED (src.core.events.EventTypes attribute) project_config (src.core.workspace.WorkspaceManager attribute), [1] project_context (src.ai.AnalysisContext attribute), [1] (src.ai.core.AnalysisContext attribute), [1] (src.ai.types.AnalysisContext attribute), [1] (src.ai.types.AssignmentContext attribute), [1] PROJECT_CREATED (src.core.events.EventTypes attribute) project_history (src.learning.pattern_learner.PatternLearner attribute) project_id (src.core.context.Decision attribute) (src.core.models.Task attribute), [1] (src.integrations.kanban_client.KanbanClient attribute) (src.integrations.providers.Planka property) (src.integrations.providers.planka.Planka property) (src.learning.pattern_learner.CompletedProject attribute) (src.learning.project_pattern_learner.ProjectPattern attribute) project_name (src.core.models.ProjectState attribute), [1] (src.core.models.Task attribute), [1] (src.integrations.adaptive_documentation.DocumentationContext attribute) (src.learning.project_pattern_learner.ProjectPattern attribute) project_standards (src.ai.enrichment.intelligent_enricher.ProjectContext attribute) project_type (src.ai.enrichment.intelligent_enricher.ProjectContext attribute) (src.ai.learning.contextual_learner.ProjectTypeLearnings attribute) (src.learning.pattern_learner.CompletedProject attribute) (src.modes.enricher.task_enricher.BoardContext attribute), [1] project_type_learnings (src.ai.learning.contextual_learner.ContextualLearningSystem attribute) PROJECT_UPDATED (src.core.events.EventTypes attribute) ProjectConfig (class in src.core.project_registry) ProjectConstraints (class in src.intelligence.prd_parser) ProjectContext (class in src.ai.enrichment.intelligent_enricher) (class in src.core.project_context_manager) (class in src.intelligence.intelligent_task_generator) ProjectContextManager (class in src.core.project_context_manager) ProjectLearnings (class in src.learning.pattern_learner) ProjectMonitor (class in src.monitoring) (class in src.monitoring.project_monitor) ProjectPattern (class in src.learning.project_pattern_learner) ProjectPatternLearner (class in src.learning.project_pattern_learner) ProjectRegistry (class in src.core.project_registry) ProjectRisk (class in src.core.models), [1] ProjectRootNotFoundError, [1] ProjectSize (class in src.modes.creator.template_library) ProjectState (class in src.core.models), [1] ProjectStructure (class in src.intelligence.intelligent_task_generator) ProjectTemplate (class in src.modes.creator.template_library) ProjectTypeLearnings (class in src.ai.learning.contextual_learner) ProjectWorkspaces (class in src.core.workspace) prompts (src.integrations.ai_analysis_engine.AIAnalysisEngine attribute) provider (src.core.project_registry.ProjectConfig attribute) (src.integrations.kanban_interface.KanbanInterface attribute) provider_config (src.core.project_registry.ProjectConfig attribute) provider_stats (src.ai.LLMAbstraction attribute) (src.ai.providers.llm_abstraction.LLMAbstraction attribute) (src.ai.providers.LLMAbstraction attribute) providers (src.ai.LLMAbstraction attribute) (src.ai.providers.llm_abstraction.LLMAbstraction attribute) (src.ai.providers.LLMAbstraction attribute) provides (src.core.models.Task attribute), [1] publish() (src.core.events.Events method) publish_nowait() (src.core.events.Events method)

Q

quality_metrics (src.ai.learning.contextual_learner.TeamLearnings attribute) (src.ai.learning.TeamLearnings attribute) (src.learning.project_pattern_learner.ProjectPattern attribute) quality_requirements (src.ai.enrichment.intelligent_enricher.ProjectContext attribute) QUERY (src.detection.context_detector.UserIntent attribute)

query() (src.core.persistence.FilePersistence method) (src.core.persistence.MemoryPersistence method) (src.core.persistence.Persistence method) (src.core.persistence.PersistenceBackend method) (src.core.persistence.SQLitePersistence method)

R

raise_if_critical() (src.core.error_strategies.ErrorAggregator method), [1] RateLimitError, [1] README_DOCUMENTATION (src.integrations.adaptive_documentation.DocumentationType attribute) reason (src.ai.AssignmentDecision attribute), [1] (src.ai.core.HybridAnalysis attribute), [1] (src.ai.decisions.AssignmentDecision attribute), [1] (src.ai.HybridAnalysis attribute), [1] (src.ai.types.AssignmentDecision attribute), [1] (src.ai.types.HybridAnalysis attribute), [1] (src.ai.types.RuleBasedResult attribute), [1] (src.core.adaptive_dependencies.DependencySignal attribute) (src.core.adaptive_dependencies.UserRelationship attribute) (src.orchestration.mode_registry.ModeSwitch attribute) reasoning (src.ai.enrichment.EnhancementResult attribute) (src.ai.enrichment.intelligent_enricher.EnhancementResult attribute) (src.ai.providers.base_provider.SemanticAnalysis attribute), [1] (src.ai.providers.base_provider.SemanticDependency attribute), [1] (src.ai.providers.SemanticAnalysis attribute), [1] (src.ai.providers.SemanticDependency attribute), [1] (src.ai.types.AIInsights attribute), [1] (src.detection.context_detector.ModeRecommendation attribute) (src.integrations.enhanced_task_classifier.ClassificationResult attribute) (src.intelligence.dependency_inferer.InferredDependency attribute) (src.modes.enricher.board_organizer.OrganizationStrategy attribute) recent_durations (src.core.memory.TaskPattern attribute) recent_messages (src.detection.context_detector.UserContext attribute) recommendations (src.core.board_health_analyzer.BoardHealth attribute) (src.core.board_health_analyzer.HealthIssue attribute) (src.learning.pattern_learner.Pattern attribute) recommended_mode (src.detection.board_analyzer.BoardState attribute) (src.detection.context_detector.ModeRecommendation attribute) recommended_team_size (src.intelligence.intelligent_task_generator.ProjectStructure attribute) reconcile_assignments() (src.core.assignment_reconciliation.AssignmentReconciler method) ReconciliationResults (class in src.core.assignment_reconciliation) record_assignment_outcome() (src.modes.adaptive.basic_adaptive.BasicAdaptiveMode method) record_blocker() (src.monitoring.project_monitor.ProjectMonitor method), [1] (src.monitoring.ProjectMonitor method), [1] record_error() (src.core.error_monitoring.ErrorMonitor method) record_error_for_monitoring() (in module src.core.error_monitoring) record_failure() (src.core.resilience.CircuitBreaker method) record_feedback() (src.core.adaptive_dependencies.AdaptiveDependencyInferer method) record_mode_switch() (src.detection.context_detector.ContextDetector method) record_success() (src.core.resilience.CircuitBreaker method) record_task_completion() (src.core.memory.Memory method) record_task_start() (src.core.memory.Memory method) recover_expired_lease() (src.core.assignment_lease.AssignmentLeaseManager method) recovered_at (src.core.models.RecoveryInfo attribute), [1] recovered_from_agent (src.core.models.RecoveryInfo attribute), [1] recoveries_skipped_terminal_status (src.core.assignment_lease.AssignmentLeaseManager attribute) recovery_expires_at (src.core.models.RecoveryInfo attribute), [1] recovery_info (src.core.models.Task attribute), [1] recovery_reason (src.core.models.RecoveryInfo attribute), [1] recovery_timeout (src.core.resilience.CircuitBreakerConfig attribute) RecoveryInfo (class in src.core.models), [1] refresh_labels() (src.integrations.label_helper.LabelManagerHelper method) register_agent() (in module src.marcus_mcp.tools.agent), [1] (src.worker.Inspector method), [1] register_marcus_service() (in module src.core.service_registry) register_retry_config() (src.core.error_strategies.ErrorStrategyRegistry method), [1] register_service() (src.core.service_registry.MarcusServiceRegistry method) related_patterns (src.core.context.TaskContext attribute) relationship_type (src.core.adaptive_dependencies.UserRelationship attribute) RelationshipPattern (class in src.core.adaptive_dependencies) relationships (src.core.adaptive_dependencies.WorkflowPattern attribute) reload() (src.config.config_loader.ConfigLoader method) RemediationSuggestion (class in src.core.error_framework), [1] remove_assignment() (src.core.assignment_persistence.AssignmentPersistence method) renew_lease() (src.core.assignment_lease.AssignmentLeaseManager method) renewal_count (src.core.assignment_lease.AssignmentLease attribute) RENEWED (src.core.assignment_lease.LeaseStatus attribute) report_blocker() (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.github_kanban.GitHubKanban method) (src.integrations.providers.GitHubKanban method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) (src.worker.Inspector method), [1]

report_task_progress() (src.worker.Inspector method), [1] reported_at (src.core.models.BlockerReport attribute), [1] reporter_id (src.core.models.BlockerReport attribute), [1] request_next_task() (src.worker.Inspector method), [1] require_component_match (src.config.hybrid_inference_config.HybridInferenceConfig attribute) requires (src.core.adaptive_dependencies.DependencyInterface attribute) (src.core.models.Task attribute), [1] resilient_ai_call() (in module src.core.resilience) resilient_external_call() (in module src.core.resilience) resilient_persistence() (in module src.core.resilience) resolution (src.core.models.BlockerReport attribute), [1] resolved (src.core.models.BlockerReport attribute), [1] resolved_at (src.core.models.BlockerReport attribute), [1] resource_requirements (src.ai.learning.contextual_learner.ProjectTypeLearnings attribute) ResourceExhaustionError, [1] ResponseFormat (class in src.core.error_responses), [1] responsibility (src.core.models.Task attribute), [1] retrieve() (src.core.persistence.FilePersistence method) (src.core.persistence.MemoryPersistence method) (src.core.persistence.Persistence method) (src.core.persistence.PersistenceBackend method) (src.core.persistence.SQLitePersistence method) retry_configs (src.core.error_strategies.ErrorStrategyRegistry attribute), [1] retry_on (src.core.error_strategies.RetryConfig attribute), [1] retry_strategy (src.core.error_framework.RemediationSuggestion attribute), [1] retryable_errors (src.core.error_monitoring.ErrorMetrics attribute) RetryConfig (class in src.core.error_strategies), [1] (class in src.core.resilience) RetryHandler (class in src.core.error_strategies), [1] RetryPolicy (class in src.core.error_strategies), [1] reverse_adjacency (src.intelligence.dependency_inferer.DependencyGraph attribute) risk_assessment (src.ai.providers.base_provider.SemanticAnalysis attribute), [1] (src.ai.providers.SemanticAnalysis attribute), [1] (src.ai.types.AIInsights attribute), [1] risk_factors (src.ai.enrichment.EnhancementResult attribute) (src.ai.enrichment.intelligent_enricher.EnhancementResult attribute) (src.ai.learning.contextual_learner.TechnologyLearnings attribute) (src.ai.learning.TechnologyLearnings attribute) (src.ai.providers.base_provider.SemanticAnalysis attribute), [1] (src.ai.providers.SemanticAnalysis attribute), [1] (src.ai.types.AIInsights attribute), [1] (src.learning.project_pattern_learner.ProjectPattern attribute) risk_level (src.core.models.ProjectState attribute), [1] risk_mitigation (src.ai.types.AIOptimizationResult attribute), [1] risk_multiplier (src.ai.providers.base_provider.EffortEstimate attribute), [1] (src.ai.providers.EffortEstimate attribute), [1] risk_type (src.core.models.ProjectRisk attribute), [1] RiskLevel (class in src.core.models), [1] risks (src.intelligence.prd_parser.ParsedPRD attribute) (src.monitoring.project_monitor.ProjectMonitor attribute) (src.monitoring.ProjectMonitor attribute) role (src.core.models.WorkerStatus attribute), [1] root_cause (src.core.error_monitoring.CorrelationGroup attribute) rule_engine (src.ai.core.ai_engine.MarcusAIEngine attribute) (src.ai.core.MarcusAIEngine attribute) (src.ai.MarcusAIEngine attribute) rule_safety_override (src.ai.core.ai_engine.MarcusAIEngine attribute) (src.ai.core.MarcusAIEngine attribute) (src.ai.MarcusAIEngine attribute) RuleBasedEngine (class in src.ai.core.ai_engine) RuleBasedResult (class in src.ai.types)

S

safe_serialize_task() (in module src.marcus_mcp.utils) safety_critical (src.ai.AssignmentDecision attribute), [1] (src.ai.core.HybridAnalysis attribute), [1] (src.ai.decisions.AssignmentDecision attribute), [1] (src.ai.HybridAnalysis attribute), [1] (src.ai.types.AssignmentDecision attribute), [1] (src.ai.types.HybridAnalysis attribute), [1] (src.ai.types.RuleBasedResult attribute), [1] SafetyChecker (class in src.integrations.nlp_task_utils) sample_errors (src.core.error_monitoring.ErrorPattern attribute) sanitize_sensitive_data (src.core.error_responses.ErrorResponseConfig attribute), [1] save() (src.config.Settings method) (src.config.settings.Settings method) save_assignment() (src.core.assignment_persistence.AssignmentPersistence method) save_data() (src.cost_tracking.token_tracker.TokenTracker method) (src.cost_tracking.TokenTracker method) search_errors() (src.core.error_monitoring.ErrorMonitor method) search_issues() (src.integrations.github_mcp_interface.GitHubMCPInterface method) SECURITY (src.core.error_framework.ErrorCategory attribute), [1] security_requirements (src.intelligence.prd_parser.ProjectConstraints attribute) SecurityError, [1] semantic (src.core.memory.Memory attribute) semantic_confidence (src.ai.types.AIOptimizationResult attribute), [1] semantic_dependencies (src.ai.providers.base_provider.SemanticAnalysis attribute), [1] (src.ai.providers.SemanticAnalysis attribute), [1] (src.ai.types.AIInsights attribute), [1] SemanticAnalysis (class in src.ai.providers) (class in src.ai.providers.base_provider) SemanticDependency (class in src.ai.providers) (class in src.ai.providers.base_provider) SEQUENTIAL (src.detection.board_analyzer.WorkflowPattern attribute) serialize_for_mcp() (in module src.marcus_mcp.utils) ServiceUnavailableError, [1] session (src.worker.Inspector attribute) set() (src.config.Settings method) (src.config.settings.Settings method) set_active_project() (src.core.project_registry.ProjectRegistry method) set_global_context() (src.core.project_context_manager.ProjectContextManager method) set_project_context() (src.cost_tracking.ai_usage_middleware.AIUsageMiddleware method) (src.cost_tracking.AIUsageMiddleware method) Settings (class in src.config) (class in src.config.settings) settings (src.monitoring.project_monitor.ProjectMonitor attribute) (src.monitoring.ProjectMonitor attribute) setup_error_monitoring() (in module src.core.error_monitoring) severity (src.core.board_health_analyzer.HealthIssue attribute) (src.core.error_monitoring.ErrorPattern attribute) (src.core.models.BlockerReport attribute), [1] (src.core.models.ProjectRisk attribute), [1] shared_tasks (src.modes.enricher.board_organizer.ComponentStructure attribute) should_add_documentation() (src.integrations.adaptive_documentation.AdaptiveDocumentationGenerator method) should_add_documentation_task() (src.integrations.documentation_tasks.DocumentationTaskGenerator static method) should_recover_expired_lease() (src.core.assignment_lease.AssignmentLeaseManager method) should_require_confirmation() (src.core.adaptive_dependencies.AdaptiveDependencyInferer method) shutdown() (src.core.project_context_manager.ProjectContextManager method) signal_type (src.core.adaptive_dependencies.DependencySignal attribute) similar_tasks (src.ai.providers.base_provider.EffortEstimate attribute), [1] (src.ai.providers.EffortEstimate attribute), [1] SimpleMarcusClient (class in src.marcus_mcp.client) SKILL_MISMATCH (src.core.board_health_analyzer.HealthIssueType attribute) skill_strengths (src.ai.learning.contextual_learner.TeamLearnings attribute) (src.ai.learning.TeamLearnings attribute) skill_success_rates (src.core.memory.AgentProfile attribute) skill_utilization (src.learning.project_pattern_learner.TeamPerformanceMetrics attribute) skills (src.core.models.WorkerStatus attribute), [1] SMALL (src.modes.creator.template_library.ProjectSize attribute), [1] source (src.core.events.Event attribute) (src.intelligence.dependency_inferer.InferredDependency attribute) source_context (src.core.models.Task attribute), [1] source_type (src.core.models.Task attribute), [1] (src.integrations.adaptive_documentation.DocumentationContext attribute) SQLITE (src.integrations.kanban_interface.KanbanProvider attribute) SQLiteKanban (class in src.integrations.providers) SQLitePersistence (class in src.core.persistence) src module src.ai module src.ai.core module src.ai.core.ai_engine module src.ai.decisions module src.ai.decisions.hybrid_framework module src.ai.enrichment module src.ai.enrichment.intelligent_enricher module src.ai.learning module src.ai.learning.contextual_learner module src.ai.providers module src.ai.providers.anthropic_provider module src.ai.providers.base_provider module src.ai.providers.llm_abstraction module src.ai.providers.local_provider module src.ai.providers.openai_provider module src.ai.types module src.config module src.config.config_loader module src.config.hybrid_inference_config module src.config.settings module src.core module src.core.adaptive_dependencies module src.core.ai_powered_task_assignment module src.core.assignment_lease module src.core.assignment_persistence module src.core.assignment_reconciliation module src.core.board_health_analyzer module src.core.code_analyzer module src.core.context module src.core.error_framework module, [1] src.core.error_monitoring module src.core.error_responses module, [1] src.core.error_strategies module, [1] src.core.event_loop_utils module src.core.events module src.core.memory module src.core.memory_advanced module src.core.models module, [1] src.core.persistence module src.core.phase_dependency_enforcer module src.core.project_context_manager module src.core.project_registry module src.core.resilience module src.core.service_registry module src.core.workspace module src.cost_tracking module src.cost_tracking.ai_usage_middleware module src.cost_tracking.token_tracker module src.detection module src.detection.board_analyzer module src.detection.context_detector module src.integrations module src.integrations.adaptive_documentation module src.integrations.ai_analysis_engine module

src.integrations.documentation_tasks module src.integrations.enhanced_task_classifier module src.integrations.github_mcp_interface module src.integrations.kanban_client module src.integrations.kanban_client_with_create module src.integrations.kanban_factory module src.integrations.kanban_interface module src.integrations.label_helper module src.integrations.nlp_base module src.integrations.nlp_task_utils module src.integrations.providers module src.integrations.providers.github_kanban module src.integrations.providers.linear_kanban module src.integrations.providers.planka module src.integrations.providers.planka_kanban module src.intelligence module src.intelligence.dependency_inferer module src.intelligence.dependency_inferer_hybrid module src.intelligence.intelligent_task_generator module src.intelligence.prd_parser module src.learning module src.learning.pattern_learner module src.learning.project_pattern_learner module src.logging module src.logging.agent_events module src.logging.conversation_logger module src.marcus_mcp module src.marcus_mcp.audit module src.marcus_mcp.client module src.marcus_mcp.tool_groups module src.marcus_mcp.tools.agent module src.marcus_mcp.tools.attachment module src.marcus_mcp.tools.context module src.marcus_mcp.utils module src.modes module src.modes.adaptive module src.modes.adaptive.basic_adaptive module src.modes.creator module src.modes.creator.basic_creator module src.modes.creator.task_generator module src.modes.creator.template_library module src.modes.enricher module src.modes.enricher.basic_enricher module src.modes.enricher.board_organizer module src.modes.enricher.enricher_mode module src.modes.enricher.task_enricher module src.monitoring module src.monitoring.assignment_monitor module src.monitoring.project_monitor module src.orchestration module src.orchestration.hybrid_tools module src.orchestration.mode_registry module src.visualization module src.worker module src.workflow module stages (src.core.adaptive_dependencies.WorkflowPattern attribute) STALE_TASKS (src.core.board_health_analyzer.HealthIssueType attribute) start() (src.core.assignment_lease.LeaseMonitor method) (src.monitoring.assignment_monitor.AssignmentMonitor method) start_monitoring() (src.core.error_monitoring.ErrorMonitor method) (src.cost_tracking.token_tracker.TokenTracker method) (src.cost_tracking.TokenTracker method) (src.monitoring.project_monitor.ProjectMonitor method), [1] (src.monitoring.ProjectMonitor method), [1] start_time (src.core.error_monitoring.CorrelationGroup attribute) started_at (src.core.memory.TaskOutcome attribute) state (src.core.error_strategies.CircuitBreakerStatus attribute), [1] StateConflictError, [1] status (src.core.assignment_lease.AssignmentLease property) (src.core.models.Task attribute), [1] stop() (src.core.assignment_lease.LeaseMonitor method) (src.monitoring.assignment_monitor.AssignmentMonitor method) stop_monitoring() (src.core.error_monitoring.ErrorMonitor method) (src.cost_tracking.token_tracker.TokenTracker method) (src.cost_tracking.TokenTracker method) (src.monitoring.project_monitor.ProjectMonitor method), [1] (src.monitoring.ProjectMonitor method), [1] stop_on (src.core.error_strategies.RetryConfig attribute), [1] store() (src.core.persistence.FilePersistence method) (src.core.persistence.MemoryPersistence method) (src.core.persistence.Persistence method) (src.core.persistence.PersistenceBackend method) (src.core.persistence.SQLitePersistence method) store_decision() (src.core.persistence.Persistence method) store_event() (src.core.persistence.Persistence method) strength (src.core.adaptive_dependencies.DependencySignal attribute) structure (src.modes.enricher.board_organizer.OrganizationStrategy attribute) structure_score (src.detection.board_analyzer.BoardState attribute) subscribe() (src.core.events.Events method) subscribers (src.core.events.Events attribute) subtask_index (src.core.models.Task attribute), [1] success (src.core.memory.TaskOutcome attribute) success_count (src.core.error_strategies.CircuitBreakerStatus attribute), [1] success_factors (src.learning.pattern_learner.ProjectLearnings attribute) (src.learning.project_pattern_learner.ProjectPattern attribute) success_metrics (src.intelligence.prd_parser.ParsedPRD attribute) (src.learning.pattern_learner.CompletedProject attribute) success_patterns (src.ai.learning.contextual_learner.ProjectTypeLearnings attribute) success_rate (src.ai.learning.contextual_learner.AdaptedTemplate attribute) (src.core.memory.AgentProfile property) (src.core.memory.TaskPattern attribute) success_threshold (src.core.error_strategies.CircuitBreakerConfig attribute), [1] successes (src.core.error_strategies.ErrorAggregator attribute), [1] successful_tasks (src.core.memory.AgentProfile attribute) suggest_dependencies() (src.core.adaptive_dependencies.AdaptiveDependencyInferer method) suggest_mode_switch() (src.orchestration.mode_registry.ModeRegistry method) suggest_task_order() (src.core.context.Context method) suggested_dependencies (src.ai.enrichment.EnhancementResult attribute) (src.ai.enrichment.intelligent_enricher.EnhancementResult attribute) (src.modes.enricher.task_enricher.EnrichedTask attribute), [1] suggested_improvements (src.modes.enricher.task_enricher.EnrichmentPlan attribute), [1] suggested_labels (src.ai.enrichment.EnhancementResult attribute) (src.ai.enrichment.intelligent_enricher.EnhancementResult attribute) (src.modes.enricher.task_enricher.EnrichedTask attribute), [1] suggestions (src.ai.providers.base_provider.SemanticAnalysis attribute), [1] (src.ai.providers.SemanticAnalysis attribute), [1] (src.ai.types.AIInsights attribute), [1] switch_mode() (src.orchestration.hybrid_tools.HybridMarcusTools method) (src.orchestration.mode_registry.ModeRegistry method) switch_project() (src.core.project_context_manager.ProjectContextManager method) switch_provider() (src.ai.LLMAbstraction method) (src.ai.providers.llm_abstraction.LLMAbstraction method) (src.ai.providers.LLMAbstraction method) SYSTEM (src.core.error_framework.ErrorCategory attribute), [1] SYSTEM_SHUTDOWN (src.core.events.EventTypes attribute) SYSTEM_STARTUP (src.core.events.EventTypes attribute) system_state (src.core.error_framework.ErrorContext attribute), [1] SystemError, [1]

T

tags (src.core.project_registry.ProjectConfig attribute) Task (class in src.core.models), [1] task (src.ai.AnalysisContext attribute), [1] (src.ai.core.AnalysisContext attribute), [1] (src.ai.types.AnalysisContext attribute), [1] (src.ai.types.AssignmentContext attribute), [1] task_a_id (src.core.adaptive_dependencies.DependencyFeedback attribute) (src.core.adaptive_dependencies.UserRelationship attribute) TASK_ASSIGNED (src.core.events.EventTypes attribute) task_b_id (src.core.adaptive_dependencies.DependencyFeedback attribute) (src.core.adaptive_dependencies.UserRelationship attribute) TASK_BLOCKED (src.core.events.EventTypes attribute) TASK_COMPLETED (src.core.events.EventTypes attribute) task_completion_rate (src.learning.project_pattern_learner.TeamPerformanceMetrics attribute) task_count (src.detection.board_analyzer.BoardState attribute) task_id (src.core.adaptive_dependencies.DependencyInterface attribute) (src.core.assignment_lease.AssignmentLease attribute) (src.core.context.Decision attribute) (src.core.context.DependentTask attribute) (src.core.context.TaskContext attribute) (src.core.error_framework.ErrorContext attribute), [1] (src.core.memory.TaskOutcome attribute) (src.core.models.BlockerReport attribute), [1] (src.core.models.TaskAssignment attribute), [1] task_intent (src.ai.providers.base_provider.SemanticAnalysis attribute), [1] (src.ai.providers.SemanticAnalysis attribute), [1] (src.ai.types.AIInsights attribute), [1] TASK_KEYWORDS (src.integrations.enhanced_task_classifier.EnhancedTaskClassifier attribute) (src.integrations.nlp_task_utils.TaskClassifier attribute) task_label_assignments (src.modes.enricher.board_organizer.LabelingPlan attribute) task_labels (src.core.memory.TaskPattern attribute) task_name (src.core.context.DependentTask attribute) (src.core.memory.TaskOutcome attribute) (src.core.models.TaskAssignment attribute), [1] TASK_PATTERNS (src.integrations.enhanced_task_classifier.EnhancedTaskClassifier attribute) task_patterns (src.learning.project_pattern_learner.ProjectPattern attribute) (src.modes.enricher.task_enricher.TaskEnricher attribute) TASK_PROGRESS (src.core.events.EventTypes attribute) TASK_REQUESTED (src.core.events.EventTypes attribute) TASK_STARTED (src.core.events.EventTypes attribute) task_type (src.integrations.enhanced_task_classifier.ClassificationResult attribute) TaskAssignment (class in src.core.models), [1] TaskAssignmentError, [1] TaskBuilder (class in src.integrations.nlp_task_utils) TaskClassifier (class in src.integrations.nlp_task_utils) TaskContext (class in src.core.context) TaskDescription (class in src.intelligence.intelligent_task_generator) TaskEnricher (class in src.modes.enricher.task_enricher) TaskGenerator (class in src.modes.creator.task_generator) TaskOutcome (class in src.core.memory) TaskPattern (class in src.core.memory) TaskPhase (class in src.core.phase_dependency_enforcer) tasks (src.core.phase_dependency_enforcer.FeatureGroup attribute) (src.intelligence.intelligent_task_generator.ProjectStructure attribute) (src.learning.pattern_learner.CompletedProject attribute) (src.modes.creator.template_library.PhaseTemplate attribute), [1] tasks_with_dependencies (src.detection.board_analyzer.BoardState attribute) tasks_with_descriptions (src.detection.board_analyzer.BoardState attribute) tasks_with_estimates (src.detection.board_analyzer.BoardState attribute) tasks_with_labels (src.detection.board_analyzer.BoardState attribute) TaskStatus (class in src.core.models), [1] TaskTemplate (class in src.intelligence.intelligent_task_generator) (class in src.modes.creator.template_library) TaskType (class in src.integrations.nlp_task_utils) TaskValidationError, [1] team_composition (src.learning.project_pattern_learner.ProjectPattern attribute) team_context (src.ai.AnalysisContext attribute), [1] (src.ai.core.AnalysisContext attribute), [1] (src.ai.types.AnalysisContext attribute), [1] team_id (src.ai.learning.contextual_learner.TeamLearnings attribute) (src.ai.learning.TeamLearnings attribute) team_learnings (src.ai.learning.contextual_learner.ContextualLearningSystem attribute) team_performance (src.learning.pattern_learner.ProjectLearnings attribute) team_size (src.ai.enrichment.intelligent_enricher.ProjectContext attribute) (src.intelligence.intelligent_task_generator.ProjectContext attribute) (src.intelligence.prd_parser.ProjectConstraints attribute) (src.learning.pattern_learner.CompletedProject attribute)

team_status (src.ai.types.AssignmentContext attribute), [1] team_velocity (src.core.models.ProjectState attribute), [1] TeamLearnings (class in src.ai.learning) (class in src.ai.learning.contextual_learner) TeamPerformanceMetrics (class in src.learning.project_pattern_learner) tech_stack (src.ai.enrichment.intelligent_enricher.ProjectContext attribute) (src.ai.learning.contextual_learner.TechnologyLearnings attribute) (src.ai.learning.TechnologyLearnings attribute) (src.intelligence.intelligent_task_generator.ProjectContext attribute) (src.intelligence.prd_parser.ParsedPRD attribute) TECHNICAL (src.core.phase_dependency_enforcer.DependencyType attribute) technical_notes (src.intelligence.prd_parser.Feature attribute) technical_requirements (src.intelligence.intelligent_task_generator.TaskDescription attribute) TECHNICAL_SPEC (src.intelligence.prd_parser.PRDFormat attribute) technology_learnings (src.ai.learning.contextual_learner.ContextualLearningSystem attribute) technology_stack (src.learning.project_pattern_learner.ProjectPattern attribute) TechnologyLearnings (class in src.ai.learning) (class in src.ai.learning.contextual_learner) TechStack (class in src.intelligence.prd_parser) TechStackTaskTemplate (class in src.intelligence.intelligent_task_generator) template_id (src.ai.learning.contextual_learner.AdaptedTemplate attribute) TemporaryResourceError, [1] TESTING (src.core.phase_dependency_enforcer.TaskPhase attribute) (src.integrations.nlp_task_utils.TaskType attribute) ThreadLocalLockManager (class in src.core.event_loop_utils) time_remaining (src.core.assignment_lease.AssignmentLease property) time_spent_minutes (src.core.models.RecoveryInfo attribute), [1] timeline (src.intelligence.prd_parser.ProjectConstraints attribute) timeline_weeks (src.intelligence.intelligent_task_generator.ProjectContext attribute) timeout (src.ai.providers.local_provider.LocalLLMProvider attribute) (src.ai.providers.openai_provider.OpenAIProvider attribute) (src.core.error_strategies.CircuitBreakerConfig attribute), [1] timestamp (src.ai.AssignmentDecision attribute), [1] (src.ai.decisions.AssignmentDecision attribute), [1] (src.ai.types.AssignmentDecision attribute), [1] (src.core.adaptive_dependencies.DependencyFeedback attribute) (src.core.adaptive_dependencies.UserRelationship attribute) (src.core.board_health_analyzer.BoardHealth attribute) (src.core.context.Decision attribute) (src.core.error_framework.ErrorContext attribute), [1] (src.core.events.Event attribute) (src.orchestration.mode_registry.ModeSwitch attribute) title (src.intelligence.prd_parser.ParsedPRD attribute) to_dict() (src.config.hybrid_inference_config.HybridInferenceConfig method) (src.core.context.Decision method) (src.core.context.TaskContext method) (src.core.error_framework.MarcusBaseError method), [1] (src.core.events.Event method) (src.core.memory.TaskOutcome method) (src.core.models.RecoveryInfo method), [1] (src.core.project_registry.ProjectConfig method) to_json() (src.core.events.Event method) to_mode (src.orchestration.mode_registry.ModeSwitch attribute) TODO (src.core.models.TaskStatus attribute), [1], [2], [3] TokenTracker (class in src.cost_tracking) (class in src.cost_tracking.token_tracker) total_errors (src.core.error_monitoring.ErrorMetrics attribute) total_operations (src.core.error_strategies.ErrorAggregator attribute), [1] total_tasks (src.core.memory.AgentProfile attribute) (src.core.models.ProjectState attribute), [1] touch_lease() (src.core.assignment_lease.AssignmentLeaseManager method) track_ai_usage() (src.cost_tracking.ai_usage_middleware.AIUsageMiddleware method) (src.cost_tracking.AIUsageMiddleware method) track_project_tokens() (in module src.cost_tracking) (in module src.cost_tracking.ai_usage_middleware) track_tokens() (src.cost_tracking.token_tracker.TokenTracker method) (src.cost_tracking.TokenTracker method) TRANSIENT (src.core.error_framework.ErrorCategory attribute), [1] TransientError, [1] trigger_project_completion_learning() (src.monitoring.project_monitor.ProjectMonitor method) (src.monitoring.ProjectMonitor method) try_primary() (src.core.resilience.GracefulDegradation method) type (src.core.board_health_analyzer.HealthIssue attribute) TYPE_TO_PHASE_MAP (src.core.phase_dependency_enforcer.PhaseDependencyEnforcer attribute) typical_patterns (src.ai.learning.contextual_learner.TechnologyLearnings attribute) (src.ai.learning.TechnologyLearnings attribute) typical_phases (src.ai.learning.contextual_learner.ProjectTypeLearnings attribute)

U

UNKNOWN (src.detection.board_analyzer.WorkflowPattern attribute) (src.detection.context_detector.UserIntent attribute) unregister_marcus_service() (in module src.core.service_registry) unregister_service() (src.core.service_registry.MarcusServiceRegistry method) unsubscribe() (src.core.events.Events method) update_attachment() (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) update_heartbeat() (src.core.service_registry.MarcusServiceRegistry method) update_patterns() (src.learning.pattern_learner.PatternLearner method) update_project() (src.core.project_registry.ProjectRegistry method) update_project_tasks() (src.core.memory.Memory method) update_task() (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.github_kanban.GitHubKanban method) (src.integrations.providers.GitHubKanban method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) update_task_list() (src.core.assignment_lease.AssignmentLeaseManager method) update_task_progress() (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.github_kanban.GitHubKanban method) (src.integrations.providers.GitHubKanban method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method)

update_task_status() (src.integrations.kanban_client.KanbanClient method) update_timestamps (src.core.assignment_lease.AssignmentLease attribute) updated_at (src.core.models.Task attribute), [1] upload_attachment() (src.integrations.kanban_interface.KanbanInterface method) (src.integrations.providers.linear_kanban.LinearKanban method) (src.integrations.providers.LinearKanban method) (src.integrations.providers.Planka method) (src.integrations.providers.planka.Planka method) (src.integrations.providers.planka_kanban.PlankaKanban method) (src.integrations.providers.PlankaKanban method) (src.integrations.providers.SQLiteKanban method) URGENT (src.core.models.Priority attribute), [1], [2], [3] usage_count (src.ai.learning.contextual_learner.AdaptedTemplate attribute) (src.core.adaptive_dependencies.WorkflowPattern attribute) use_fallback() (src.core.resilience.GracefulDegradation method) user_confidence (src.core.adaptive_dependencies.UserRelationship attribute) user_confirmed (src.core.adaptive_dependencies.DependencyFeedback attribute) user_context (src.core.error_framework.ErrorContext attribute), [1] user_contexts (src.detection.context_detector.ContextDetector attribute) USER_FRIENDLY (src.core.error_responses.ResponseFormat attribute), [1] user_id (src.orchestration.mode_registry.ModeSwitch attribute) user_relationships (src.core.adaptive_dependencies.AdaptiveDependencyInferer attribute) user_stories (src.intelligence.prd_parser.Feature attribute) USER_STORIES (src.intelligence.prd_parser.PRDFormat attribute) UserContext (class in src.detection.context_detector) UserIntent (class in src.detection.context_detector) UserRelationship (class in src.core.adaptive_dependencies)

V

VALID_COLORS (src.integrations.label_helper.LabelManagerHelper attribute) validate() (src.config.hybrid_inference_config.HybridInferenceConfig method) (src.config.Settings method) (src.config.settings.Settings method) validate_dependencies() (src.integrations.nlp_task_utils.SafetyChecker static method) (src.intelligence.dependency_inferer.DependencyInferer method)

validate_path() (src.core.workspace.WorkspaceManager method) validate_phase_ordering() (src.core.phase_dependency_enforcer.PhaseDependencyEnforcer method) validation_spec (src.core.models.Task attribute), [1] ValidationError, [1] velocity_pattern (src.learning.project_pattern_learner.ProjectPattern attribute) velocity_patterns (src.ai.learning.contextual_learner.TeamLearnings attribute) (src.ai.learning.TeamLearnings attribute)

W

wait_for_event() (src.core.events.Events method) WARNING (src.core.error_monitoring.AlertSeverity attribute) (src.core.events.EventTypes attribute) WebAppTemplate (class in src.modes.creator.template_library) what (src.core.context.Decision attribute) why (src.core.context.Decision attribute) with_circuit_breaker() (in module src.core.error_strategies), [1] (in module src.core.resilience) with_fallback() (in module src.core.error_strategies), [1] (in module src.core.resilience) with_retry() (in module src.core.error_strategies), [1] (in module src.core.resilience) work_type (src.integrations.adaptive_documentation.DocumentationContext attribute) worker_id (src.core.models.WorkerStatus attribute), [1] worker_logger (src.logging.conversation_logger.ConversationLogger attribute) (src.logging.ConversationLogger attribute) WORKER_TO_PM (src.logging.conversation_logger.ConversationType attribute), [1] (src.logging.ConversationType attribute), [1]

WorkerStatus (class in src.core.models), [1] workflow_pattern (src.detection.board_analyzer.BoardState attribute) (src.modes.enricher.task_enricher.BoardContext attribute), [1] workflow_patterns (src.core.adaptive_dependencies.AdaptiveDependencyInferer attribute) (src.learning.pattern_learner.ProjectLearnings attribute) WorkflowPattern (class in src.core.adaptive_dependencies) (class in src.detection.board_analyzer) WorkflowViolationError, [1] working (src.core.memory.Memory attribute) workspace_id (src.core.workspace.WorkspaceConfig attribute) workspace_path (src.core.models.TaskAssignment attribute), [1] WorkspaceConfig (class in src.core.workspace) WorkspaceManager (class in src.core.workspace) WorkspaceSecurityError, [1], [2] wrap_ai_provider() (src.cost_tracking.ai_usage_middleware.AIUsageMiddleware method) (src.cost_tracking.AIUsageMiddleware method)