2026-02-08 12:25:21.1664 | System | Loading configuration...
2026-02-08 12:25:21.2794 | System | Configuration loaded successfully.
2026-02-08 12:25:21.2807 | System | Retrieving configuration model...
2026-02-08 12:25:21.3104 | System | Configuration model retrieved successfully.
2026-02-08 12:25:21.3131 | System | Setting up DefaultAzureCredential...
2026-02-08 12:25:21.6103 | System | DefaultAzureCredential setup completed.
2026-02-08 12:25:21.6105 | System | Configuring SecretClient...
2026-02-08 12:25:21.6141 | System | Secret Client configured successfully.
2026-02-08 12:25:21.6187 | System | Initializing Persistent Agents Client...
2026-02-08 12:25:21.6224 | System | Persistent Agents Client initialized successfully.
2026-02-08 12:25:21.6226 | System | Choose an option:
2026-02-08 12:25:21.6227 | System | 1 - Evaluate Agents
2026-02-08 12:25:21.6228 | System | 2 - Evaluate Multi Agents
2026-02-08 12:25:21.6232 | System | 3 - Evaluate Workflows
2026-02-08 12:25:21.6232 | System | 4 - Exit
2026-02-08 12:25:21.6233 | System | Enter choice (1/2/3/4): 2026-02-08 12:25:24.3970 | System | Evaluating Workflow
2026-02-08 12:25:24.4213 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Workflow\wf-test-a-2-6.json.
2026-02-08 12:25:24.5147 | Test | Loaded 9 prompts from JSON file.
2026-02-08 12:25:24.5155 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-08 12:25:24.5159 | Test | Retrieving secret from Key Vault...
2026-02-08 12:25:26.0403 | Test | Creating ClientSecretCredential...
2026-02-08 12:25:26.0426 | Test | Validating scope...
2026-02-08 12:25:26.0489 | Test | Requesting access token...
2026-02-08 12:25:26.4596 | Test | Defining MCP Tool...
2026-02-08 12:25:26.4602 | Test | Creating Sub Persistent Agent...
2026-02-08 12:25:33.9368 | Test | Sub Persistent Agent Id: asst_iflRPd4nHVy8i6684o887Mdb Name: DigitalTwinAgent Model: gpt-4o
2026-02-08 12:25:34.0892 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-08 12:25:34.0968 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-08 12:25:34.0993 | Test | Configuring MCP Tool Resource...
2026-02-08 12:25:34.1081 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-08 12:25:34.1135 | Test | Retrieving secret from Key Vault...
2026-02-08 12:25:34.1769 | Test | Creating ClientSecretCredential...
2026-02-08 12:25:34.1772 | Test | Validating scope...
2026-02-08 12:25:34.1776 | Test | Requesting access token...
2026-02-08 12:25:34.2877 | Test | Defining MCP Tool...
2026-02-08 12:25:34.2881 | Test | Creating Sub Persistent Agent...
2026-02-08 12:25:34.5653 | Test | Sub Persistent Agent Id: asst_Xt5k8cSXyAtJjHIAuIJyXRRA Name: GuidelineAgent Model: gpt-4o
2026-02-08 12:25:34.5702 | Test | Defining Provide guidelines and best practices.
2026-02-08 12:25:34.5703 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-08 12:25:34.5704 | Test | Configuring MCP Tool Resource...
2026-02-08 12:25:34.5704 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-08 12:25:34.5705 | Test | Retrieving secret from Key Vault...
2026-02-08 12:25:34.6399 | Test | Creating ClientSecretCredential...
2026-02-08 12:25:34.7302 | Test | Validating scope...
2026-02-08 12:25:34.7396 | Test | Requesting access token...
2026-02-08 12:25:34.8623 | Test | Defining MCP Tool...
2026-02-08 12:25:34.8629 | Test | Creating Sub Persistent Agent...
2026-02-08 12:25:35.1293 | Test | Sub Persistent Agent Id: asst_CnerjmGtt68HUMxnfJGPdYvH Name: PlanAgent Model: gpt-4o
2026-02-08 12:25:35.1297 | Test | Defining Create action plans based on the context provided.
2026-02-08 12:25:35.1298 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-08 12:25:35.1299 | Test | Configuring MCP Tool Resource...
2026-02-08 12:25:35.1300 | Test | Creating Main Persistent Agent...
2026-02-08 12:25:35.3279 | Test | Main Persistent Agent Id: asst_FQha8cVioYsyvJCNyjZVZ74V Name: MainAgent Model: gpt-4o
2026-02-08 12:25:35.3290 | Test | Creating Persistent Agent Thread...
2026-02-08 12:25:35.5315 | Test | Persistent Agent Thread Id: thread_HE46Y06uOrQx2QUEHKRy2oU5
2026-02-08 12:25:35.5317 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-08 12:25:35:5322 | User | 2026-02-08 12:25:40.2921 | Test | No user input received. Using prompt from the test file at index 0.
2026-02-08 12:25:40:2927 | Test | using plan agent, create a new plan p6 with the g4, g11, and g12 guidelines to check whether unloading position 2.
2026-02-08 12:25:40.2931 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:25:40.5142 | Agent | Creating thread run...
2026-02-08 12:25:41.0949 | Agent | Thread run created with Id: run_yEL2XqYfNyKINvlAecUS1xRy. Monitoring run status...
2026-02-08 12:25:41.9535 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:25:41 +00:00
2026-02-08 12:25:42.3962 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:25:41 +00:00
2026-02-08 12:25:42.9892 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:25:41 +00:00
2026-02-08 12:25:43.4805 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:25:41 +00:00
2026-02-08 12:25:44.1956 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:25:41 +00:00
2026-02-08 12:25:44.5994 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:25:41 +00:00
2026-02-08 12:25:45.0092 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:25:41 +00:00
2026-02-08 12:25:45.4369 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:25:41 +00:00
2026-02-08 12:25:45.8800 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:25:41 +00:00
2026-02-08 12:25:46.3041 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:25:41 +00:00
2026-02-08 12:25:46.7363 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:25:41 +00:00
2026-02-08 12:25:47.2197 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:25:41 +00:00
2026-02-08 12:25:47.6873 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:25:41 +00:00
2026-02-08 12:25:48.1125 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:25:41 +00:00
2026-02-08 12:25:48.1160 | Agent | Run Step Tool Call - Key:call_eb4XVlvB98i9Fb4dH4UF7YeF
2026-02-08 12:25:48.7414 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:25:41 +00:00
2026-02-08 12:25:48.7416 | Agent | Run Step Tool Call - Key:call_eb4XVlvB98i9Fb4dH4UF7YeF
2026-02-08 12:25:49.2168 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:25:41 +00:00
2026-02-08 12:25:49.2221 | Agent | Run Step Tool Call - Key:call_eb4XVlvB98i9Fb4dH4UF7YeF
2026-02-08 12:25:49.2233 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:25:49.4057 | Agent | The plan "P6" has been successfully created to check the unloading position 2 using guidelines G4, G11, and G12. If you need any further modifications or details, feel free to ask!
2026-02-08 12:25:49:4088 | User | 2026-02-08 12:26:03.2526 | Test | No user input received. Using prompt from the test file at index 1.
2026-02-08 12:26:03:2529 | Test | using plan agent, add a new step to plan p6 to check unloading position 2 contains an object.
2026-02-08 12:26:03.2531 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:26:03.4441 | Agent | Creating thread run...
2026-02-08 12:26:03.9268 | Agent | Thread run created with Id: run_GysVQxWBJoloOOqIEeMgP4Mi. Monitoring run status...
2026-02-08 12:26:05.2228 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:04 +00:00
2026-02-08 12:26:05.6523 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:04 +00:00
2026-02-08 12:26:06.1295 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:04 +00:00
2026-02-08 12:26:06.6717 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:04 +00:00
2026-02-08 12:26:07.1272 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:04 +00:00
2026-02-08 12:26:07.5650 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:04 +00:00
2026-02-08 12:26:07.9494 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:04 +00:00
2026-02-08 12:26:08.4477 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:04 +00:00
2026-02-08 12:26:08.8476 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:04 +00:00
2026-02-08 12:26:09.4245 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:04 +00:00
2026-02-08 12:26:09.8461 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:04 +00:00
2026-02-08 12:26:10.2517 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:04 +00:00
2026-02-08 12:26:10.6606 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:04 +00:00
2026-02-08 12:26:11.0739 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:04 +00:00
2026-02-08 12:26:11.0745 | Agent | Run Step Tool Call - Key:call_bqvQx7cyWiUMEvmd4G9lhNqz
2026-02-08 12:26:11.5017 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:04 +00:00
2026-02-08 12:26:11.5030 | Agent | Run Step Tool Call - Key:call_bqvQx7cyWiUMEvmd4G9lhNqz
2026-02-08 12:26:11.9232 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:04 +00:00
2026-02-08 12:26:11.9247 | Agent | Run Step Tool Call - Key:call_bqvQx7cyWiUMEvmd4G9lhNqz
2026-02-08 12:26:11.9255 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:26:12.1410 | Agent | A new step has been added to plan "P6" to check if unloading position 2 contains an object. This involves using sensors to detect the presence of an object at the specified location. If you need any further modifications or additional steps, just let me know!
2026-02-08 12:26:12:1420 | User | 2026-02-08 12:26:20.1830 | Test | No user input received. Using prompt from the test file at index 2.
2026-02-08 12:26:20:1832 | Test | using guideline agent, get guideline g4.
2026-02-08 12:26:20.1836 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:26:20.3958 | Agent | Creating thread run...
2026-02-08 12:26:20.8230 | Agent | Thread run created with Id: run_fmYEPlZad5y98gMbwWiPZVCN. Monitoring run status...
2026-02-08 12:26:21.7396 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:22.1803 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:22.6300 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:23.0836 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:23.6065 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:24.0957 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:24.5923 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:25.0037 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:25.5336 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:25.9769 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:26.4142 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:26.8783 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:27.3864 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:27.8005 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:28.2061 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:28.6404 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:29.0693 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:29.4860 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:29.8811 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:30.2694 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:30.6619 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:31.0762 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:31.4665 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:31.8856 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:32.3418 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:32.7797 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:32.7806 | Agent | Run Step Tool Call - Key:call_9zxO0FtPiUTEsHGBUYnOBPl0
2026-02-08 12:26:33.2098 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:33.2100 | Agent | Run Step Tool Call - Key:call_9zxO0FtPiUTEsHGBUYnOBPl0
2026-02-08 12:26:33.6138 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:21 +00:00
2026-02-08 12:26:33.6159 | Agent | Run Step Tool Call - Key:call_9zxO0FtPiUTEsHGBUYnOBPl0
2026-02-08 12:26:33.6162 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:26:33.7922 | Agent | The guideline **G4** is as follows:

- **Text**: For the digital twin with ID 'infrared_sensor_2', ensure that the property 'var_detect_object' is set to 'false'.
- **Created On**: February 8, 2026, at 11:33:45 UTC
- **Last Updated On**: February 8, 2026, at 11:33:45 UTC
2026-02-08 12:26:33:7931 | User | 2026-02-08 12:26:39.6102 | Test | No user input received. Using prompt from the test file at index 3.
2026-02-08 12:26:39:6108 | Test | using plan agent, add a new state to plan p6 step 1 using digital twin id, state property and value in the text from guideline g4.
2026-02-08 12:26:39.6111 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:26:39.8360 | Agent | Creating thread run...
2026-02-08 12:26:40.3281 | Agent | Thread run created with Id: run_gUDSN5zhwfjLsa1BnsgtobI1. Monitoring run status...
2026-02-08 12:26:41.5491 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:42.0084 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:42.4210 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:42.8455 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:43.2859 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:43.6886 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:44.0926 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:44.4968 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:44.9018 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:45.3459 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:45.7670 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:46.1563 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:46.6098 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:47.0064 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:48.2635 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:48.2664 | Agent | Run Step Tool Call - Key:call_FKqL0HJhb77f4a52VP7JNatv
2026-02-08 12:26:48.7393 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:48.7414 | Agent | Run Step Tool Call - Key:call_FKqL0HJhb77f4a52VP7JNatv
2026-02-08 12:26:49.2106 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:49.2188 | Agent | Run Step Tool Call - Key:call_FKqL0HJhb77f4a52VP7JNatv
2026-02-08 12:26:49.6475 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:49.6478 | Agent | Run Step Tool Call - Key:call_FKqL0HJhb77f4a52VP7JNatv
2026-02-08 12:26:50.0950 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:50.1022 | Agent | Run Step Tool Call - Key:call_FKqL0HJhb77f4a52VP7JNatv
2026-02-08 12:26:50.5584 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:50.5597 | Agent | Run Step Tool Call - Key:call_FKqL0HJhb77f4a52VP7JNatv
2026-02-08 12:26:51.0065 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:51.0093 | Agent | Run Step Tool Call - Key:call_FKqL0HJhb77f4a52VP7JNatv
2026-02-08 12:26:51.4332 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:51.4334 | Agent | Run Step Tool Call - Key:call_FKqL0HJhb77f4a52VP7JNatv
2026-02-08 12:26:51.8589 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:51.8591 | Agent | Run Step Tool Call - Key:call_FKqL0HJhb77f4a52VP7JNatv
2026-02-08 12:26:52.3353 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:52.3510 | Agent | Run Step Tool Call - Key:call_FKqL0HJhb77f4a52VP7JNatv
2026-02-08 12:26:52.7973 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:52.7981 | Agent | Run Step Tool Call - Key:call_FKqL0HJhb77f4a52VP7JNatv
2026-02-08 12:26:53.2559 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:53.2602 | Agent | Run Step Tool Call - Key:call_FKqL0HJhb77f4a52VP7JNatv
2026-02-08 12:26:53.7423 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:53.7431 | Agent | Run Step Tool Call - Key:call_FKqL0HJhb77f4a52VP7JNatv
2026-02-08 12:26:54.1984 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:54.2093 | Agent | Run Step Tool Call - Key:call_FKqL0HJhb77f4a52VP7JNatv
2026-02-08 12:26:54.6560 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:54.6590 | Agent | Run Step Tool Call - Key:call_FKqL0HJhb77f4a52VP7JNatv
2026-02-08 12:26:55.1246 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:40 +00:00
2026-02-08 12:26:55.1248 | Agent | Run Step Tool Call - Key:call_FKqL0HJhb77f4a52VP7JNatv
2026-02-08 12:26:55.1248 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:26:55.3179 | Agent | The state condition has been successfully added to step 1 of plan "P6". It uses the digital twin ID 'infrared_sensor_2', with the state property 'var_detect_object' set to 'false'. If you need further assistance or modifications, just let me know!
2026-02-08 12:26:55:3276 | User | 2026-02-08 12:26:57.7253 | Test | No user input received. Using prompt from the test file at index 4.
2026-02-08 12:26:57:7258 | Test | using guideline agent, get guideline g12.
2026-02-08 12:26:57.7260 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:26:57.9250 | Agent | Creating thread run...
2026-02-08 12:26:58.4030 | Agent | Thread run created with Id: run_rSigLgAmRS6IsTKo1gtUcRNL. Monitoring run status...
2026-02-08 12:26:59.6013 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:00.0039 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:00.4584 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:00.8855 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:01.3027 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:01.8088 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:02.2154 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:02.6554 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:03.1280 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:03.5640 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:04.0131 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:04.4444 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:04.8776 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:05.2806 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:05.7002 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:06.2477 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:06.6513 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:07.1158 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:07.6259 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:08.0663 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:08.4781 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:08.8847 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:09.2910 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:09.8724 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:10.2825 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:10.7554 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:10.7657 | Agent | Run Step Tool Call - Key:call_miAAK0NirR9n6U5NB48ItV6z
2026-02-08 12:27:11.2188 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:11.2189 | Agent | Run Step Tool Call - Key:call_miAAK0NirR9n6U5NB48ItV6z
2026-02-08 12:27:11.6512 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:26:59 +00:00
2026-02-08 12:27:11.6513 | Agent | Run Step Tool Call - Key:call_miAAK0NirR9n6U5NB48ItV6z
2026-02-08 12:27:11.6513 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:27:11.8527 | Agent | The guideline **G12** is as follows:

- **Text**: For the digital twin with ID 'ur_cobot', use the command 'control_open_popup' with the payload property 'popup_text' and the payload value 'unloading position 2 has no object'.
- **Created On**: February 8, 2026, at 11:38:53 UTC
- **Last Updated On**: February 8, 2026, at 11:38:53 UTC
2026-02-08 12:27:11:8640 | User | 2026-02-08 12:27:14.6479 | Test | No user input received. Using prompt from the test file at index 5.
2026-02-08 12:27:14:6482 | Test | using plan agent, add a new on-task true condition for plan p6 step 1 using digital twin id, command, and property and value in the text from guideline g12.
2026-02-08 12:27:14.6484 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:27:14.8667 | Agent | Creating thread run...
2026-02-08 12:27:15.2970 | Agent | Thread run created with Id: run_aiAddQVL9n5QBotTtN80firF. Monitoring run status...
2026-02-08 12:27:16.4920 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:16.9010 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:17.2898 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:17.7100 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:18.1612 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:18.5489 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:18.9623 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:19.3594 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:19.7986 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:20.2993 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:20.7246 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:21.1304 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:21.5525 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:21.9558 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:22.3686 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:22.8881 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:22.8923 | Agent | Run Step Tool Call - Key:call_yGHHbY5KNbpMXFig09L1GLnt
2026-02-08 12:27:23.3008 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:27:15 +00:00
2026-02-08 12:27:23.3010 | Agent | Run Step Tool Call - Key:call_yGHHbY5KNbpMXFig09L1GLnt
2026-02-08 12:27:23.3010 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:27:23.4836 | Agent | The on-true task has been successfully added to step 1 of plan "P6". When the condition is true, it will use the digital twin ID 'ur_cobot' to execute the command 'control_open_popup', displaying the message 'unloading position 2 has no object'. If you need further assistance or modifications, just let me know!
2026-02-08 12:27:23:4839 | User | 2026-02-08 12:27:28.5434 | Test | No user input received. Using prompt from the test file at index 6.
2026-02-08 12:27:28:5436 | Test | using guideline agent, get guideline g11.
2026-02-08 12:27:28.5437 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:27:28.7385 | Agent | Creating thread run...
2026-02-08 12:27:29.2037 | Agent | Thread run created with Id: run_crCbtYaUkx1Br2xRue1yGLZ0. Monitoring run status...
2026-02-08 12:27:30.3367 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:30.7467 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:31.1293 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:31.5426 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:31.9628 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:32.3914 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:32.7968 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:33.1986 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:33.6284 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:34.4748 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:34.8864 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:35.2906 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:35.7036 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:36.1295 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:36.1430 | Agent | Run Step Tool Call - Key:call_PIhz5occfMuyMRb5xNQ8sjaq
2026-02-08 12:27:36.5530 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:36.5568 | Agent | Run Step Tool Call - Key:call_PIhz5occfMuyMRb5xNQ8sjaq
2026-02-08 12:27:36.9524 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:36.9543 | Agent | Run Step Tool Call - Key:call_PIhz5occfMuyMRb5xNQ8sjaq
2026-02-08 12:27:37.3615 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:27:29 +00:00
2026-02-08 12:27:37.3617 | Agent | Run Step Tool Call - Key:call_PIhz5occfMuyMRb5xNQ8sjaq
2026-02-08 12:27:37.3629 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:27:37.5524 | Agent | The guideline **G11** is as follows:

- **Text**: For the digital twin with ID 'ur_cobot', use the command 'control_open_popup' with the payload property 'popup_text' and the payload value 'unloading position 2 has an object'.
- **Created On**: February 8, 2026, at 11:38:38 UTC
- **Last Updated On**: February 8, 2026, at 11:38:38 UTC
2026-02-08 12:27:37:5539 | User | 2026-02-08 12:27:47.5648 | Test | No user input received. Using prompt from the test file at index 7.
2026-02-08 12:27:47:5653 | Test | using plan agent, add new on-task false conditions for plan p6 step 1 using digital twin id, command, and property and value in the text from guideline g11.
2026-02-08 12:27:47.5655 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:27:47.7685 | Agent | Creating thread run...
2026-02-08 12:27:48.5137 | Agent | Thread run created with Id: run_B1ORi4kaONHlB99lIPIMSysX. Monitoring run status...
2026-02-08 12:27:49.4572 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:49.8780 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:50.2961 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:50.7284 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:51.1769 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:51.6342 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:52.0575 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:52.4755 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:52.8961 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:53.3228 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:53.7233 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:54.4256 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:54.8259 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:55.2386 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:55.6515 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:55.6517 | Agent | Run Step Tool Call - Key:call_3o0nphUI6Y1Ls5k5VbBbQ8jn
2026-02-08 12:27:56.0677 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:56.0680 | Agent | Run Step Tool Call - Key:call_3o0nphUI6Y1Ls5k5VbBbQ8jn
2026-02-08 12:27:56.4934 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:27:49 +00:00
2026-02-08 12:27:56.4936 | Agent | Run Step Tool Call - Key:call_3o0nphUI6Y1Ls5k5VbBbQ8jn
2026-02-08 12:27:56.4947 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:27:56.6842 | Agent | The on-false task has been successfully added to step 1 of plan "P6". When the condition is false, it will use the digital twin ID 'ur_cobot' to execute the command 'control_open_popup', displaying the message 'unloading position 2 has an object'. If you need further assistance or modifications, just let me know!
2026-02-08 12:27:56:6864 | User | 2026-02-08 12:28:09.1913 | Test | No user input received. Using prompt from the test file at index 8.
2026-02-08 12:28:09:1917 | Test | exit
2026-02-08 12:28:09.1918 | Agent | Exiting An orchestrator agent with digital twin agent, guideline agent and plan agent. chat...
2026-02-08 12:28:09.1919 | Agent | Deleting Sub Persistent Agent: DigitalTwinAgent...
2026-02-08 12:28:09.4012 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-08 12:28:09.4031 | Agent | Deleting Sub Persistent Agent: GuidelineAgent...
2026-02-08 12:28:09.6027 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-08 12:28:09.6046 | Agent | Deleting Sub Persistent Agent: PlanAgent...
2026-02-08 12:28:09.8127 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-08 12:28:10.0593 | Agent | Main Persistent agent deleted. Goodbye!
2026-02-08 12:28:10.4726 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-08 12:28:10.4798 | System | Choose an option:
2026-02-08 12:28:10.4865 | System | 1 - Evaluate Agents
2026-02-08 12:28:10.4892 | System | 2 - Evaluate Multi Agents
2026-02-08 12:28:10.4910 | System | 3 - Evaluate Workflows
2026-02-08 12:28:10.4931 | System | 4 - Exit
2026-02-08 12:28:10.5001 | System | Enter choice (1/2/3/4): 2026-02-08 12:28:11.9890 | System | Exiting...
2026-02-08 12:28:11.9891 | System | Preparing to save evaluation results...
2026-02-08 12:28:11.9894 | System | Creating result folder: Result
2026-02-08 12:28:11.9898 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-08 12:28:11.9901 | System | Serializing evaluation results to JSON...
2026-02-08 12:28:12.0269 | System | Writing results to file: Result\Result_20260208_122811_9894.json
2026-02-08 12:28:12.0294 | System | Result saved to Result\Result_20260208_122811_9894.json
2026-02-08 12:28:19.8010 | System | Result saved to Export_20260208_122812_2584.json
