plexus.cli.procedure package

Subpackages

• plexus.cli.procedure.lua_dsl package
  • LuaDSLRuntime
    • LuaDSLRuntime.__init__()
    • LuaDSLRuntime.execute()
    • LuaDSLRuntime.get_iteration_count()
    • LuaDSLRuntime.get_state()
    • LuaDSLRuntime.is_stopped()
  • Subpackages
    • plexus.cli.procedure.lua_dsl.primitives package
      • AgentPrimitive
      • GraphNodePrimitive
      • HumanPrimitive
      • IterationsPrimitive
      • StatePrimitive
      • StopPrimitive
      • SystemPrimitive
      • ToolPrimitive
      • Submodules
  • Submodules
    • plexus.cli.procedure.lua_dsl.execution_context module
      • ExecutionContext
      • GraphQLServiceAdapter
      • HumanResponse
      • LocalExecutionContext
      • ProcedureWaitingForHuman
    • plexus.cli.procedure.lua_dsl.lua_sandbox module
      • LuaSandbox
      • LuaSandboxError
    • plexus.cli.procedure.lua_dsl.output_validator module
      • OutputValidationError
      • OutputValidator
    • plexus.cli.procedure.lua_dsl.runtime module
      • LuaDSLRuntime
      • LuaDSLRuntimeError
    • plexus.cli.procedure.lua_dsl.test_runtime_basic module
      • main()
      • test_control_primitives()
      • test_full_workflow()
      • test_lua_sandbox()
      • test_state_primitive()
      • test_tool_primitive()
      • test_yaml_parser()
    • plexus.cli.procedure.lua_dsl.yaml_parser module
      • ProcedureConfigError
      • ProcedureYAMLParser
• plexus.cli.procedure.tactus_adapters package
  • PlexusChatAdapter
    • PlexusChatAdapter.__init__()
    • PlexusChatAdapter.end_session()
    • PlexusChatAdapter.get_session_history()
    • PlexusChatAdapter.record_message()
    • PlexusChatAdapter.start_session()
  • PlexusHITLAdapter
    • PlexusHITLAdapter.__init__()
    • PlexusHITLAdapter.cancel_pending_request()
    • PlexusHITLAdapter.check_pending_response()
    • PlexusHITLAdapter.request_interaction()
  • PlexusStorageAdapter
    • PlexusStorageAdapter.__init__()
    • PlexusStorageAdapter.checkpoint_clear_after()
    • PlexusStorageAdapter.checkpoint_clear_all()
    • PlexusStorageAdapter.checkpoint_exists()
    • PlexusStorageAdapter.checkpoint_get()
    • PlexusStorageAdapter.checkpoint_save()
    • PlexusStorageAdapter.get_state()
    • PlexusStorageAdapter.load_procedure_metadata()
    • PlexusStorageAdapter.save_procedure_metadata()
    • PlexusStorageAdapter.set_state()
    • PlexusStorageAdapter.state_clear()
    • PlexusStorageAdapter.state_delete()
    • PlexusStorageAdapter.state_get()
    • PlexusStorageAdapter.state_set()
    • PlexusStorageAdapter.update_procedure_status()
  • Submodules
    • plexus.cli.procedure.tactus_adapters.chat module
      • PlexusChatAdapter
    • plexus.cli.procedure.tactus_adapters.hitl module
      • PlexusHITLAdapter
    • plexus.cli.procedure.tactus_adapters.storage module
      • PlexusStorageAdapter

Submodules

• plexus.cli.procedure.chat_recorder module
  • LangChainChatRecorderHook
    • LangChainChatRecorderHook.__init__()
    • LangChainChatRecorderHook.record_agent_step()
  • ProcedureChatRecorder
    • ProcedureChatRecorder.__init__()
    • ProcedureChatRecorder.end_session()
    • ProcedureChatRecorder.record_assistant_message()
    • ProcedureChatRecorder.record_message()
    • ProcedureChatRecorder.record_message_sync()
    • ProcedureChatRecorder.record_message_with_sequence()
    • ProcedureChatRecorder.record_system_message()
    • ProcedureChatRecorder.record_tool_call()
    • ProcedureChatRecorder.record_tool_response()
    • ProcedureChatRecorder.record_user_message()
    • ProcedureChatRecorder.start_session()
    • ProcedureChatRecorder.update_session_name()
  • truncate_for_log()
• plexus.cli.procedure.conversation_filter module
  • ConversationFilter
    • ConversationFilter.filter_conversation()
  • ConversationFilterBase
    • ConversationFilterBase.__init__()
    • ConversationFilterBase.analyze_conversation_tokens()
  • ManagerAgentConversationFilter
    • ManagerAgentConversationFilter.__init__()
    • ManagerAgentConversationFilter.filter_conversation()
  • SOPAgentConversationFilter
    • SOPAgentConversationFilter.__init__()
    • SOPAgentConversationFilter.filter_conversation()
  • TokenAwareConversationFilter
    • TokenAwareConversationFilter.__init__()
    • TokenAwareConversationFilter.filter_conversation()
  • WorkerAgentConversationFilter
    • WorkerAgentConversationFilter.filter_conversation()
• plexus.cli.procedure.conversation_utils module
  • ConversationUtils
    • ConversationUtils.filter_conversation_history_for_model()
• plexus.cli.procedure.demo_ai_mcp_integration module
• plexus.cli.procedure.logging_utils module
  • log_agent_response()
  • log_chat_history_for_agent()
  • log_filtered_vs_full_history()
  • log_tool_execution()
  • reduce_debug_noise()
  • truncate_log_message()
• plexus.cli.procedure.mcp_adapter module
  • LangChainMCPAdapter
    • LangChainMCPAdapter.__init__()
    • LangChainMCPAdapter.load_tools()
  • convert_mcp_tools_to_langchain()
• plexus.cli.procedure.mcp_tool module
  • MCPTool
    • MCPTool.args_schema
    • MCPTool.arun()
    • MCPTool.description
    • MCPTool.func
    • MCPTool.model_config
    • MCPTool.name
    • MCPTool.run()
• plexus.cli.procedure.mcp_transport module
  • EmbeddedMCPServer
    • EmbeddedMCPServer.__init__()
    • EmbeddedMCPServer.connect()
    • EmbeddedMCPServer.register_plexus_tools()
  • InProcessMCPTransport
    • InProcessMCPTransport.__init__()
    • InProcessMCPTransport.call_tool()
    • InProcessMCPTransport.initialize()
    • InProcessMCPTransport.list_resources()
    • InProcessMCPTransport.list_tools()
    • InProcessMCPTransport.read_resource()
    • InProcessMCPTransport.register_resource()
    • InProcessMCPTransport.register_tool()
  • MCPResourceInfo
    • MCPResourceInfo.__init__()
    • MCPResourceInfo.description
    • MCPResourceInfo.handler
    • MCPResourceInfo.mime_type
    • MCPResourceInfo.name
    • MCPResourceInfo.uri
  • MCPToolInfo
    • MCPToolInfo.__init__()
    • MCPToolInfo.description
    • MCPToolInfo.handler
    • MCPToolInfo.input_schema
    • MCPToolInfo.name
  • ProcedureMCPClient
    • ProcedureMCPClient.__init__()
    • ProcedureMCPClient.call_tool()
    • ProcedureMCPClient.list_resources()
    • ProcedureMCPClient.list_tools()
    • ProcedureMCPClient.read_resource()
  • create_procedure_mcp_server()
• plexus.cli.procedure.model_config module
  • ModelConfig
    • ModelConfig.__init__()
    • ModelConfig.create_langchain_llm()
    • ModelConfig.from_dict()
    • ModelConfig.max_tokens
    • ModelConfig.model
    • ModelConfig.model_kwargs
    • ModelConfig.openai_api_key
    • ModelConfig.reasoning_effort
    • ModelConfig.stream
    • ModelConfig.temperature
    • ModelConfig.to_langchain_kwargs()
    • ModelConfig.verbosity
  • ModelConfigs
    • ModelConfigs.from_environment()
    • ModelConfigs.gpt_4o_default()
    • ModelConfigs.gpt_4o_precise()
    • ModelConfigs.gpt_5_default()
    • ModelConfigs.gpt_5_high_reasoning()
    • ModelConfigs.gpt_5_mini_fast()
  • create_configured_llm()
• plexus.cli.procedure.model_config_examples module
  • demonstrate_usage()
  • get_gpt4_experimentation_config()
  • get_gpt4_precise_analysis_config()
  • get_gpt5_default_config()
  • get_gpt5_fast_config()
  • get_gpt5_high_reasoning_config()
  • get_manager_agent_config()
  • get_o3_default_config()
  • get_summarization_config()
  • get_worker_agent_config()
  • migrate_from_hardcoded_gpt4()
  • run_experiment_with_gpt4()
  • run_experiment_with_gpt5()
  • setup_custom_environment()
  • setup_gpt4_environment()
  • setup_gpt5_environment()
  • switch_models_dynamically()
  • validate_model_compatibility()
• plexus.cli.procedure.parameter_parser module
  • ParameterDefinition
    • ParameterDefinition.__init__()
    • ParameterDefinition.default
    • ParameterDefinition.label
    • ParameterDefinition.name
    • ParameterDefinition.options
    • ParameterDefinition.required
    • ParameterDefinition.type
  • ProcedureParameterParser
    • ProcedureParameterParser.extract_parameter_values()
    • ProcedureParameterParser.get_required_parameters()
    • ProcedureParameterParser.parse_parameter_definitions()
    • ProcedureParameterParser.validate_parameter_values()
• plexus.cli.procedure.procedure_executor module
  • execute_procedure()
• plexus.cli.procedure.procedure_sop_agent module
  • ProcedureChatRecorderAdapter
    • ProcedureChatRecorderAdapter.__init__()
    • ProcedureChatRecorderAdapter.end_session()
    • ProcedureChatRecorderAdapter.record_message()
    • ProcedureChatRecorderAdapter.record_system_message()
    • ProcedureChatRecorderAdapter.start_session()
  • ProcedureProcedureDefinition
    • ProcedureProcedureDefinition.__init__()
    • ProcedureProcedureDefinition.get_allowed_tools()
    • ProcedureProcedureDefinition.get_completion_summary()
    • ProcedureProcedureDefinition.get_manager_user_prompt()
    • ProcedureProcedureDefinition.get_sop_guidance_prompt()
    • ProcedureProcedureDefinition.get_system_prompt()
    • ProcedureProcedureDefinition.get_user_prompt()
    • ProcedureProcedureDefinition.should_continue()
  • ProcedureSOPAgent
    • ProcedureSOPAgent.__init__()
    • ProcedureSOPAgent.execute_sop_guided_procedure()
    • ProcedureSOPAgent.get_exploration_prompt()
    • ProcedureSOPAgent.get_system_prompt()
    • ProcedureSOPAgent.get_user_prompt()
    • ProcedureSOPAgent.setup()
  • run_sop_guided_procedure()
• plexus.cli.procedure.procedures module
• plexus.cli.procedure.reset_service module
  • reset_checkpoints()
• plexus.cli.procedure.resume_service module
  • resume_all_pending()
  • resume_procedure()
• plexus.cli.procedure.service module
  • ProcedureCreationResult
    • ProcedureCreationResult.__init__()
    • ProcedureCreationResult.message
    • ProcedureCreationResult.procedure
    • ProcedureCreationResult.root_node
    • ProcedureCreationResult.success
  • ProcedureInfo
    • ProcedureInfo.__init__()
    • ProcedureInfo.latest_version
    • ProcedureInfo.node_count
    • ProcedureInfo.procedure
    • ProcedureInfo.root_node
    • ProcedureInfo.score_name
    • ProcedureInfo.scorecard_name
    • ProcedureInfo.version_count
  • ProcedureService
    • ProcedureService.__init__()
    • ProcedureService.create_procedure()
    • ProcedureService.delete_procedure()
    • ProcedureService.get_or_create_default_template()
    • ProcedureService.get_procedure_info()
    • ProcedureService.get_procedure_yaml()
    • ProcedureService.list_procedures()
    • ProcedureService.run_experiment()
    • ProcedureService.update_procedure_config()
• plexus.cli.procedure.sop_agent_base module
  • ChatRecorder
    • ChatRecorder.end_session()
    • ChatRecorder.record_message()
    • ChatRecorder.record_system_message()
    • ChatRecorder.start_session()
  • FlowManager
    • FlowManager.get_completion_summary()
    • FlowManager.get_next_guidance()
    • FlowManager.should_continue()
    • FlowManager.update_state()
  • ProcedureDefinition
    • ProcedureDefinition.__init__()
    • ProcedureDefinition.get_allowed_tools()
    • ProcedureDefinition.get_completion_summary()
    • ProcedureDefinition.get_sop_guidance_prompt()
    • ProcedureDefinition.get_system_prompt()
    • ProcedureDefinition.get_user_prompt()
    • ProcedureDefinition.should_continue()
  • StandardOperatingProcedureAgent
    • StandardOperatingProcedureAgent.__init__()
    • StandardOperatingProcedureAgent.execute_procedure()
    • StandardOperatingProcedureAgent.get_system_prompt()
    • StandardOperatingProcedureAgent.get_user_prompt()
    • StandardOperatingProcedureAgent.setup()
  • execute_sop_procedure()
• plexus.cli.procedure.state_machine module
  • ProcedureStateMachine
    • ProcedureStateMachine.__init__()
    • ProcedureStateMachine.analyze
    • ProcedureStateMachine.analyze_results
    • ProcedureStateMachine.begin
    • ProcedureStateMachine.completed
    • ProcedureStateMachine.continue_iteration
    • ProcedureStateMachine.error
    • ProcedureStateMachine.evaluation
    • ProcedureStateMachine.fail_from_evaluation
    • ProcedureStateMachine.fail_from_hypothesis
    • ProcedureStateMachine.fail_from_insights
    • ProcedureStateMachine.fail_from_start
    • ProcedureStateMachine.fail_from_test
    • ProcedureStateMachine.final_states
    • ProcedureStateMachine.finish_from_hypothesis
    • ProcedureStateMachine.finish_from_insights
    • ProcedureStateMachine.hypothesis
    • ProcedureStateMachine.initial_state
    • ProcedureStateMachine.insights
    • ProcedureStateMachine.name
    • ProcedureStateMachine.on_analyze()
    • ProcedureStateMachine.on_analyze_results()
    • ProcedureStateMachine.on_begin()
    • ProcedureStateMachine.on_continue_iteration()
    • ProcedureStateMachine.on_enter_error()
    • ProcedureStateMachine.on_finish_from_hypothesis()
    • ProcedureStateMachine.on_finish_from_insights()
    • ProcedureStateMachine.on_restart_from_error()
    • ProcedureStateMachine.on_retry_from_error()
    • ProcedureStateMachine.on_start_testing()
    • ProcedureStateMachine.restart_from_error
    • ProcedureStateMachine.retry_from_error
    • ProcedureStateMachine.start
    • ProcedureStateMachine.start_testing
    • ProcedureStateMachine.state_value
    • ProcedureStateMachine.states
    • ProcedureStateMachine.states_map
    • ProcedureStateMachine.test
  • create_state_machine()
  • get_valid_transitions()
  • is_valid_transition()
• plexus.cli.procedure.state_machine_stages module
  • get_stage_names_from_state_machine()
  • get_stages_from_state_machine()
  • parse_state_machine_from_yaml()
• plexus.cli.procedure.states module
  • get_next_states()
  • is_valid_state()
  • is_valid_transition()
• plexus.cli.procedure.test_actual_runtime_flow module
  • test_actual_service_flow_tool_availability()
  • test_langchain_tool_binding()
• plexus.cli.procedure.test_ai_mcp_integration module
  • TestAIMCPIntegration
    • TestAIMCPIntegration.experiment_context()
    • TestAIMCPIntegration.experiment_service()
    • TestAIMCPIntegration.mock_client()
    • TestAIMCPIntegration.test_error_handling_without_openai_key()
    • TestAIMCPIntegration.test_full_experiment_run_with_ai_mocked()
    • TestAIMCPIntegration.test_langchain_adapter_loads_tools()
    • TestAIMCPIntegration.test_mcp_server_creation_with_plexus_tools()
    • TestAIMCPIntegration.test_mcp_tools_can_be_called()
    • TestAIMCPIntegration.test_mock_ai_execution_with_tools()
    • TestAIMCPIntegration.test_procedure_ai_runner_setup()
    • TestAIMCPIntegration.test_procedure_yaml_parsing()
    • TestAIMCPIntegration.test_tool_execution_simulation()
  • run_integration_test()
• plexus.cli.procedure.test_hypothesis_with_insights_context module
  • mock_client()
  • mock_nodes_with_insights()
  • procedure_service()
  • test_get_existing_experiment_nodes_includes_insights_context()
  • test_hypothesis_skip_logic_excludes_insights()
  • test_hypothesis_skip_logic_with_enough_hypotheses()
  • test_insights_context_ordering()
  • test_multiple_insights_rounds_ordering()
• plexus.cli.procedure.test_insights_hypothesis_transition module
  • test_continue_iteration_callback()
  • test_full_insights_to_hypothesis_cycle()
  • test_hypothesis_phase_after_insights()
  • test_insights_can_finish_or_continue()
  • test_insights_to_hypothesis_transition_exists()
  • test_state_machine_transition_map_includes_insights_to_hypothesis()
• plexus.cli.procedure.test_insights_phase module
  • mock_client()
  • mock_hypothesis_nodes()
  • mock_insights_node()
  • mock_procedure_info()
  • procedure_service()
  • test_build_insights_context()
  • test_execute_insights_phase_no_hypothesis_nodes()
  • test_execute_insights_phase_with_hypothesis_nodes()
  • test_execute_insights_phase_with_previous_insights()
  • test_generate_insights_with_llm()
  • test_get_existing_experiment_nodes_first_round()
  • test_get_existing_experiment_nodes_with_insights()
• plexus.cli.procedure.test_mcp_transport module
  • TestConvenienceFunctions
    • TestConvenienceFunctions.test_create_procedure_mcp_server_basic()
    • TestConvenienceFunctions.test_create_procedure_mcp_server_with_tools()
  • TestEmbeddedMCPServer
    • TestEmbeddedMCPServer.experiment_context()
    • TestEmbeddedMCPServer.server()
    • TestEmbeddedMCPServer.test_connection_context_manager()
    • TestEmbeddedMCPServer.test_connection_default_client_info()
    • TestEmbeddedMCPServer.test_core_tool_get_context()
    • TestEmbeddedMCPServer.test_core_tool_log_message()
    • TestEmbeddedMCPServer.test_server_initialization()
  • TestInProcessMCPTransport
    • TestInProcessMCPTransport.sample_resource()
    • TestInProcessMCPTransport.sample_tool()
    • TestInProcessMCPTransport.test_call_tool_error_handling()
    • TestInProcessMCPTransport.test_call_tool_not_found()
    • TestInProcessMCPTransport.test_call_tool_not_initialized()
    • TestInProcessMCPTransport.test_call_tool_success()
    • TestInProcessMCPTransport.test_initialize_connection()
    • TestInProcessMCPTransport.test_list_resources()
    • TestInProcessMCPTransport.test_list_tools()
    • TestInProcessMCPTransport.test_read_resource_not_found()
    • TestInProcessMCPTransport.test_read_resource_success()
    • TestInProcessMCPTransport.test_resource_registration()
    • TestInProcessMCPTransport.test_tool_registration()
    • TestInProcessMCPTransport.test_transport_initialization()
    • TestInProcessMCPTransport.transport()
  • TestIntegrationScenarios
    • TestIntegrationScenarios.test_error_handling_workflow()
    • TestIntegrationScenarios.test_full_experiment_mcp_workflow()
  • TestProcedureMCPClient
    • TestProcedureMCPClient.client()
    • TestProcedureMCPClient.initialized_client()
    • TestProcedureMCPClient.test_client_call_tool()
    • TestProcedureMCPClient.test_client_list_resources()
    • TestProcedureMCPClient.test_client_list_tools()
    • TestProcedureMCPClient.transport()
• plexus.cli.procedure.test_phase_agent module
  • TestPhaseAgent
    • TestPhaseAgent.__init__()
    • TestPhaseAgent.cleanup()
    • TestPhaseAgent.execute()
• plexus.cli.procedure.test_procedure_run module
  • TestProcedureRun
    • TestProcedureRun.experiment_service()
    • TestProcedureRun.mock_client()
    • TestProcedureRun.test_run_experiment_basic()
    • TestProcedureRun.test_run_experiment_error_handling()
    • TestProcedureRun.test_run_experiment_nonexistent()
    • TestProcedureRun.test_run_experiment_validation()
    • TestProcedureRun.test_run_experiment_with_options()
  • TestProcedureRunIntegration
    • TestProcedureRunIntegration.test_procedure_run_logging()
    • TestProcedureRunIntegration.test_procedure_run_returns_structured_data()
• plexus.cli.procedure.test_service_root_node module
  • TestProcedureServiceRootNodeLogic
    • TestProcedureServiceRootNodeLogic.setup_method()
    • TestProcedureServiceRootNodeLogic.test_ai_agent_cannot_create_root_nodes()
    • TestProcedureServiceRootNodeLogic.test_champion_config_retrieval_failure_fallback()
    • TestProcedureServiceRootNodeLogic.test_create_root_node_when_missing()
    • TestProcedureServiceRootNodeLogic.test_do_not_create_duplicate_root_node()
    • TestProcedureServiceRootNodeLogic.test_error_handling_in_structure_ensuring()
    • TestProcedureServiceRootNodeLogic.test_idempotent_behavior_with_existing_root()
    • TestProcedureServiceRootNodeLogic.test_update_root_node_missing_config()
• plexus.cli.procedure.test_sop_agent_coin_flip_scenario module
  • CoinFlipProcedureDefinition
    • CoinFlipProcedureDefinition.__init__()
    • CoinFlipProcedureDefinition.get_allowed_tools()
    • CoinFlipProcedureDefinition.get_completion_summary()
    • CoinFlipProcedureDefinition.get_sop_guidance_prompt()
    • CoinFlipProcedureDefinition.get_system_prompt()
    • CoinFlipProcedureDefinition.get_user_prompt()
    • CoinFlipProcedureDefinition.should_continue()
  • MockCoinFlipChatRecorder
    • MockCoinFlipChatRecorder.__init__()
    • MockCoinFlipChatRecorder.end_session()
    • MockCoinFlipChatRecorder.record_message()
    • MockCoinFlipChatRecorder.record_system_message()
    • MockCoinFlipChatRecorder.start_session()
  • MockCoinFlipFlowManager
    • MockCoinFlipFlowManager.__init__()
    • MockCoinFlipFlowManager.get_completion_summary()
    • MockCoinFlipFlowManager.get_next_guidance()
    • MockCoinFlipFlowManager.should_continue()
    • MockCoinFlipFlowManager.update_state()
  • TestSOPAgentCoinFlipScenario
    • TestSOPAgentCoinFlipScenario.coin_flip_procedure_definition()
    • TestSOPAgentCoinFlipScenario.test_coin_flip_scenario_story_complete_workflow()
    • TestSOPAgentCoinFlipScenario.test_given_coin_flip_procedure_when_checking_continuation_then_respects_stop_and_safety_limits()
    • TestSOPAgentCoinFlipScenario.test_given_coin_flip_procedure_when_generating_sop_guidance_then_provides_contextual_coaching()
    • TestSOPAgentCoinFlipScenario.test_given_coin_flip_procedure_when_getting_prompts_then_provides_task_specific_guidance()
    • TestSOPAgentCoinFlipScenario.test_given_coin_flip_procedure_when_initialized_then_has_correct_tools()
    • TestSOPAgentCoinFlipScenario.test_given_coin_flip_scenario_when_checking_stop_tool_functionality_then_stops_correctly()
    • TestSOPAgentCoinFlipScenario.test_given_multiple_coin_flip_procedures_when_comparing_configurations_then_demonstrates_customization()
• plexus.cli.procedure.test_state_machine module
  • test_allowed_transitions_property()
  • test_callbacks_are_called()
  • test_completed_is_final_state()
  • test_error_transitions()
  • test_get_valid_transitions_from_hypothesis()
  • test_get_valid_transitions_from_start()
  • test_invalid_transition_raises_error()
  • test_is_valid_transition_helper()
  • test_recovery_from_error()
  • test_state_machine_initial_state()
  • test_state_machine_resume_from_state()
  • test_valid_transition_evaluation_to_hypothesis()
  • test_valid_transition_hypothesis_to_completed()
  • test_valid_transition_hypothesis_to_test()
  • test_valid_transition_start_to_evaluation()
  • test_valid_transition_test_to_insights()
• plexus.cli.procedure.test_tactus_integration module
  • mock_plexus_client()
  • simple_lua_config()
  • test_tactus_checkpoint_persistence()
  • test_tactus_error_handling()
  • test_tactus_state_persistence()
  • test_tactus_with_plexus_adapters()
• plexus.cli.procedure.test_tool_explanation_enforcement_simple module
  • TestToolExplanationEnforcement
    • TestToolExplanationEnforcement.test_complete_enforcement_cycle_logic()
    • TestToolExplanationEnforcement.test_edge_case_no_tool_calls_in_response()
    • TestToolExplanationEnforcement.test_enforcement_prevents_tool_chaining_pattern()
    • TestToolExplanationEnforcement.test_explanation_flag_removes_tools_from_llm()
    • TestToolExplanationEnforcement.test_logging_behavior_during_enforcement()
    • TestToolExplanationEnforcement.test_multiple_tool_calls_enforcement()
    • TestToolExplanationEnforcement.test_reminder_message_injection_behavior()
    • TestToolExplanationEnforcement.test_tool_execution_sets_explanation_flag()
    • TestToolExplanationEnforcement.test_tools_restored_after_explanation()
• plexus.cli.procedure.test_tool_filtering_integration module
  • test_end_to_end_tool_availability()
  • test_mcp_server_registers_evaluation_tools()
  • test_procedure_definition_returns_correct_tools()
  • test_tool_filtering_matches_allowed_tools()
• plexus.cli.procedure.tool_calling module
  • call_tool()
  • extract_all_tool_calls()