2026-02-08 12:28:56.2626 | System | Loading configuration...
2026-02-08 12:28:56.3453 | System | Configuration loaded successfully.
2026-02-08 12:28:56.3456 | System | Retrieving configuration model...
2026-02-08 12:28:56.3719 | System | Configuration model retrieved successfully.
2026-02-08 12:28:56.3721 | System | Setting up DefaultAzureCredential...
2026-02-08 12:28:56.4789 | System | DefaultAzureCredential setup completed.
2026-02-08 12:28:56.4791 | System | Configuring SecretClient...
2026-02-08 12:28:56.4824 | System | Secret Client configured successfully.
2026-02-08 12:28:56.4857 | System | Initializing Persistent Agents Client...
2026-02-08 12:28:56.4897 | System | Persistent Agents Client initialized successfully.
2026-02-08 12:28:56.4900 | System | Choose an option:
2026-02-08 12:28:56.4901 | System | 1 - Evaluate Agents
2026-02-08 12:28:56.4901 | System | 2 - Evaluate Multi Agents
2026-02-08 12:28:56.4902 | System | 3 - Evaluate Workflows
2026-02-08 12:28:56.4903 | System | 4 - Exit
2026-02-08 12:28:56.4903 | System | Enter choice (1/2/3/4): 2026-02-08 12:29:00.0138 | System | Evaluating Workflow
2026-02-08 12:29:00.0391 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Workflow\wf-test-a-2-7.json.
2026-02-08 12:29:00.1116 | Test | Loaded 9 prompts from JSON file.
2026-02-08 12:29:00.1122 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-08 12:29:00.1123 | Test | Retrieving secret from Key Vault...
2026-02-08 12:29:01.7969 | Test | Creating ClientSecretCredential...
2026-02-08 12:29:01.8302 | Test | Validating scope...
2026-02-08 12:29:01.8497 | Test | Requesting access token...
2026-02-08 12:29:02.2518 | Test | Defining MCP Tool...
2026-02-08 12:29:02.2525 | Test | Creating Sub Persistent Agent...
2026-02-08 12:29:09.0283 | Test | Sub Persistent Agent Id: asst_aNAlg3DgX1dZpMxyOZxVQOOQ Name: DigitalTwinAgent Model: gpt-4o
2026-02-08 12:29:09.0346 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-08 12:29:09.0353 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-08 12:29:09.0363 | Test | Configuring MCP Tool Resource...
2026-02-08 12:29:09.0369 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-08 12:29:09.0370 | Test | Retrieving secret from Key Vault...
2026-02-08 12:29:09.1173 | Test | Creating ClientSecretCredential...
2026-02-08 12:29:09.1195 | Test | Validating scope...
2026-02-08 12:29:09.1200 | Test | Requesting access token...
2026-02-08 12:29:09.2510 | Test | Defining MCP Tool...
2026-02-08 12:29:09.2559 | Test | Creating Sub Persistent Agent...
2026-02-08 12:29:09.4861 | Test | Sub Persistent Agent Id: asst_rwbG6hTHIVUAVLXKxQ5s2VRW Name: GuidelineAgent Model: gpt-4o
2026-02-08 12:29:09.4953 | Test | Defining Provide guidelines and best practices.
2026-02-08 12:29:09.4954 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-08 12:29:09.4954 | Test | Configuring MCP Tool Resource...
2026-02-08 12:29:09.4955 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-08 12:29:09.4955 | Test | Retrieving secret from Key Vault...
2026-02-08 12:29:09.5770 | Test | Creating ClientSecretCredential...
2026-02-08 12:29:09.7222 | Test | Validating scope...
2026-02-08 12:29:09.8905 | Test | Requesting access token...
2026-02-08 12:29:10.2827 | Test | Defining MCP Tool...
2026-02-08 12:29:10.2843 | Test | Creating Sub Persistent Agent...
2026-02-08 12:29:10.5793 | Test | Sub Persistent Agent Id: asst_3404v8MyhIf1RLRCC8cPOnc8 Name: PlanAgent Model: gpt-4o
2026-02-08 12:29:10.7240 | Test | Defining Create action plans based on the context provided.
2026-02-08 12:29:10.7641 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-08 12:29:10.9629 | Test | Configuring MCP Tool Resource...
2026-02-08 12:29:10.9757 | Test | Creating Main Persistent Agent...
2026-02-08 12:29:11.1938 | Test | Main Persistent Agent Id: asst_yLfL6jKkXm2W3VNeSZgWJc7A Name: MainAgent Model: gpt-4o
2026-02-08 12:29:11.1994 | Test | Creating Persistent Agent Thread...
2026-02-08 12:29:11.3924 | Test | Persistent Agent Thread Id: thread_Taujahegrfs4pc0OiVj4bFSY
2026-02-08 12:29:11.3931 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-08 12:29:11:3940 | User | 2026-02-08 12:29:18.1418 | Test | No user input received. Using prompt from the test file at index 0.
2026-02-08 12:29:18:1421 | Test | using plan agent, create a new plan p7 with the g6, g13, and g14 guidelines to check whether loading position 1.
2026-02-08 12:29:18.1423 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:29:18.3715 | Agent | Creating thread run...
2026-02-08 12:29:18.8866 | Agent | Thread run created with Id: run_Tu3HRhR3IwS4kx2e5ckwVgvU. Monitoring run status...
2026-02-08 12:29:20.2317 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:19 +00:00
2026-02-08 12:29:20.6612 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:19 +00:00
2026-02-08 12:29:21.0825 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:19 +00:00
2026-02-08 12:29:21.5127 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:19 +00:00
2026-02-08 12:29:21.9636 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:19 +00:00
2026-02-08 12:29:22.3746 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:19 +00:00
2026-02-08 12:29:22.8117 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:19 +00:00
2026-02-08 12:29:23.2484 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:19 +00:00
2026-02-08 12:29:23.6716 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:19 +00:00
2026-02-08 12:29:24.0849 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:19 +00:00
2026-02-08 12:29:24.5413 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:19 +00:00
2026-02-08 12:29:24.9776 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:19 +00:00
2026-02-08 12:29:25.4357 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:19 +00:00
2026-02-08 12:29:25.8612 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:19 +00:00
2026-02-08 12:29:26.3095 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:29:19 +00:00
2026-02-08 12:29:26.3105 | Agent | Run Step Tool Call - Key:call_dghH1RGlhkhMxOyTPPgfAzi6
2026-02-08 12:29:26.7460 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:29:19 +00:00
2026-02-08 12:29:26.7462 | Agent | Run Step Tool Call - Key:call_dghH1RGlhkhMxOyTPPgfAzi6
2026-02-08 12:29:26.7474 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:29:26.9651 | Agent | The plan "P7" has been successfully created to check loading position 1 using guidelines G6, G13, and G14. If you need any further modifications or additional steps, please let me know!
2026-02-08 12:29:26:9702 | User | 2026-02-08 12:29:34.1910 | Test | No user input received. Using prompt from the test file at index 1.
2026-02-08 12:29:34:1913 | Test | using plan agent, add a new step to plan p7 to check loading position 1 contains an object.
2026-02-08 12:29:34.1915 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:29:34.4419 | Agent | Creating thread run...
2026-02-08 12:29:34.9602 | Agent | Thread run created with Id: run_HQ9SCAx4TFyown9edtDMp4SV. Monitoring run status...
2026-02-08 12:29:35.8035 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:35 +00:00
2026-02-08 12:29:36.2511 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:35 +00:00
2026-02-08 12:29:36.7313 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:35 +00:00
2026-02-08 12:29:37.1854 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:35 +00:00
2026-02-08 12:29:37.7205 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:35 +00:00
2026-02-08 12:29:38.1368 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:35 +00:00
2026-02-08 12:29:38.5262 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:35 +00:00
2026-02-08 12:29:38.9659 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:35 +00:00
2026-02-08 12:29:39.4118 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:35 +00:00
2026-02-08 12:29:39.8899 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:35 +00:00
2026-02-08 12:29:40.3883 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:35 +00:00
2026-02-08 12:29:40.8332 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:35 +00:00
2026-02-08 12:29:41.2788 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:35 +00:00
2026-02-08 12:29:41.7231 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:35 +00:00
2026-02-08 12:29:41.7247 | Agent | Run Step Tool Call - Key:call_f74f0S9uNCTnZBukmCFRjFFB
2026-02-08 12:29:42.2244 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:29:35 +00:00
2026-02-08 12:29:42.2304 | Agent | Run Step Tool Call - Key:call_f74f0S9uNCTnZBukmCFRjFFB
2026-02-08 12:29:42.6571 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:29:35 +00:00
2026-02-08 12:29:42.6592 | Agent | Run Step Tool Call - Key:call_f74f0S9uNCTnZBukmCFRjFFB
2026-02-08 12:29:42.6600 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:29:42.8725 | Agent | A new step has been added to plan "P7" to check if loading position 1 contains an object. This step involves verifying the presence of an object using sensors or visual inspection. If you need any further modifications or additional steps, feel free to let me know!
2026-02-08 12:29:42:8747 | User | 2026-02-08 12:29:49.5245 | Test | No user input received. Using prompt from the test file at index 2.
2026-02-08 12:29:49:5249 | Test | using guideline agent, get guideline g6.
2026-02-08 12:29:49.5252 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:29:49.8414 | Agent | Creating thread run...
2026-02-08 12:29:50.3398 | Agent | Thread run created with Id: run_sdzvud9PyZtf4v0JVkApVjoK. Monitoring run status...
2026-02-08 12:29:51.4247 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:51.8514 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:52.3571 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:52.7726 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:53.2270 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:53.6200 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:54.0522 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:54.4897 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:54.9620 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:55.4158 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:55.8818 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:56.3467 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:56.8215 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:57.2968 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:57.7232 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:58.1668 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:58.5918 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:59.0424 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:59.4697 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:29:59.8904 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:30:00.5240 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:30:01.0072 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:30:01.4227 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:30:01.8786 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:30:02.5435 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:30:02.5530 | Agent | Run Step Tool Call - Key:call_SKtPeEyjG69P1iEkDo8EK8WH
2026-02-08 12:30:03.0036 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:29:50 +00:00
2026-02-08 12:30:03.0073 | Agent | Run Step Tool Call - Key:call_SKtPeEyjG69P1iEkDo8EK8WH
2026-02-08 12:30:03.0075 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:30:03.2335 | Agent | The guideline G6 is as follows:

- **Code**: G6
- **Text**: For the digital twin with ID 'infrared_sensor_3', ensure that the property 'var_detect_object' is set to 'false'.
- **Created On**: February 8, 2026
- **Last Updated On**: February 8, 2026
2026-02-08 12:30:03:2438 | User | 2026-02-08 12:30:04.1880 | Test | No user input received. Using prompt from the test file at index 3.
2026-02-08 12:30:04:1883 | Test | using plan agent, add a new state to plan p7 step 1 using digital twin id, state property and value in the text from guideline g6.
2026-02-08 12:30:04.1885 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:30:04.4042 | Agent | Creating thread run...
2026-02-08 12:30:04.8704 | Agent | Thread run created with Id: run_LCjQtCzpNlJnwmPGL1zYcWJC. Monitoring run status...
2026-02-08 12:30:06.0964 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:06.5187 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:06.9384 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:07.3533 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:07.7864 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:08.1975 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:08.6098 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:09.0227 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:09.4829 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:09.8855 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:10.3653 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:10.8336 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:11.2972 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:11.8362 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:11.8364 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:12.2983 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:12.2992 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:12.7535 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:12.7632 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:13.2058 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:13.2387 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:13.7402 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:13.7408 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:14.2319 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:14.2337 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:14.7227 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:14.7235 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:15.1684 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:15.1767 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:15.6275 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:15.6295 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:16.0893 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:16.0904 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:16.5593 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:16.5594 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:16.9954 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:16.9956 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:17.4302 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:17.4308 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:17.8910 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:17.8920 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:18.3873 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:18.3879 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:18.8341 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:18.8343 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:19.3122 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:19.3319 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:19.8073 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:05 +00:00
2026-02-08 12:30:19.8075 | Agent | Run Step Tool Call - Key:call_1UEEAbqUmfUlfkb7ljWubSBe
2026-02-08 12:30:19.8076 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:30:20.0289 | Agent | The state condition has been successfully added to step 1 of plan "P7". It uses the digital twin ID 'infrared_sensor_3', with the state property 'var_detect_object' set to 'false'. If you need further assistance or modifications, feel free to let me know!
2026-02-08 12:30:20:0292 | User | 2026-02-08 12:30:25.7254 | Test | No user input received. Using prompt from the test file at index 4.
2026-02-08 12:30:25:7257 | Test | using guideline agent, get guideline g14.
2026-02-08 12:30:25.7259 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:30:25.9552 | Agent | Creating thread run...
2026-02-08 12:30:26.4184 | Agent | Thread run created with Id: run_Cv0Y9OFCCHbeswraZuhtXfwZ. Monitoring run status...
2026-02-08 12:30:27.6930 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:28.1079 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:28.5378 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:29.0196 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:29.4479 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:29.8729 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:30.3126 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:30.7491 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:31.1763 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:31.6278 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:32.0506 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:32.4844 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:32.9171 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:33.3508 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:33.7753 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:34.9660 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:35.3615 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:35.7784 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:36.2012 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:36.6441 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:37.1394 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:37.5565 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:37.9814 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:38.4138 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:38.8579 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:38.8581 | Agent | Run Step Tool Call - Key:call_3HDKtNG29MuGpHj5yjImMYvA
2026-02-08 12:30:39.3087 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:27 +00:00
2026-02-08 12:30:39.3105 | Agent | Run Step Tool Call - Key:call_3HDKtNG29MuGpHj5yjImMYvA
2026-02-08 12:30:39.3108 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:30:39.5123 | Agent | The guideline G14 is as follows:

- **Code**: G14
- **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 'loading position 1 has no object'.
- **Created On**: February 8, 2026
- **Last Updated On**: February 8, 2026
2026-02-08 12:30:39:5183 | User | 2026-02-08 12:30:43.0174 | Test | No user input received. Using prompt from the test file at index 5.
2026-02-08 12:30:43:0176 | Test | using plan agent, add a new on-task true condition for plan p7 step 1 using digital twin id, command, and property and value in the text from guideline g14.
2026-02-08 12:30:43.0179 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:30:43.2664 | Agent | Creating thread run...
2026-02-08 12:30:43.7435 | Agent | Thread run created with Id: run_tAh3ob0atzwzBT3yek9zzs1F. Monitoring run status...
2026-02-08 12:30:44.6858 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:44 +00:00
2026-02-08 12:30:45.1259 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:44 +00:00
2026-02-08 12:30:45.7683 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:44 +00:00
2026-02-08 12:30:46.2857 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:44 +00:00
2026-02-08 12:30:46.7291 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:44 +00:00
2026-02-08 12:30:47.1551 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:44 +00:00
2026-02-08 12:30:47.5515 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:44 +00:00
2026-02-08 12:30:47.9871 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:44 +00:00
2026-02-08 12:30:48.4796 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:44 +00:00
2026-02-08 12:30:48.9168 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:44 +00:00
2026-02-08 12:30:49.3283 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:44 +00:00
2026-02-08 12:30:49.7764 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:44 +00:00
2026-02-08 12:30:50.2220 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:44 +00:00
2026-02-08 12:30:50.6678 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:44 +00:00
2026-02-08 12:30:51.1171 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:44 +00:00
2026-02-08 12:30:51.1175 | Agent | Run Step Tool Call - Key:call_jTIOLRPxAe3gepyMryb53Iqn
2026-02-08 12:30:51.5563 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:44 +00:00
2026-02-08 12:30:51.5566 | Agent | Run Step Tool Call - Key:call_jTIOLRPxAe3gepyMryb53Iqn
2026-02-08 12:30:51.5575 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:30:51.7561 | Agent | The on-true task has been successfully added to step 1 of plan "P7". When the condition is met, the digital twin 'ur_cobot' will execute the command 'control_open_popup' with the message 'loading position 1 has no object'. If you need any more adjustments or additional tasks, feel free to let me know!
2026-02-08 12:30:51:7574 | User | 2026-02-08 12:30:57.1333 | Test | No user input received. Using prompt from the test file at index 6.
2026-02-08 12:30:57:1335 | Test | using guideline agent, get guideline g13.
2026-02-08 12:30:57.1338 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:30:57.3310 | Agent | Creating thread run...
2026-02-08 12:30:57.7757 | Agent | Thread run created with Id: run_Oc8voUXBqXE3q6D3QXtYoFLc. Monitoring run status...
2026-02-08 12:30:58.5556 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:30:58.9598 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:30:59.3630 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:30:59.8338 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:00.4652 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:00.9131 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:01.3618 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:01.7888 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:02.1965 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:02.6587 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:03.1444 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:03.6296 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:04.0544 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:04.4783 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:04.9084 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:05.3797 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:05.7968 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:06.2171 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:06.6566 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:07.1077 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:07.5543 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:07.9875 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:08.4120 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:08.8288 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:09.2178 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:09.6358 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:10.0530 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:10.0541 | Agent | Run Step Tool Call - Key:call_KtzNzcsKJzOuWBfpu6ILjqZn
2026-02-08 12:31:10.4719 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:10.4725 | Agent | Run Step Tool Call - Key:call_KtzNzcsKJzOuWBfpu6ILjqZn
2026-02-08 12:31:10.9159 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:30:58 +00:00
2026-02-08 12:31:10.9162 | Agent | Run Step Tool Call - Key:call_KtzNzcsKJzOuWBfpu6ILjqZn
2026-02-08 12:31:10.9172 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:31:11.1245 | Agent | The guideline G13 is as follows:

- **Code**: G13
- **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 'loading position 1 has an object'.
- **Created On**: February 8, 2026
- **Last Updated On**: February 8, 2026
2026-02-08 12:31:11:1287 | User | 2026-02-08 12:31:13.7671 | Test | No user input received. Using prompt from the test file at index 7.
2026-02-08 12:31:13:7675 | Test | using plan agent, add new on-task false condition for plan p7 step 1 using digital twin id, command, and property and value in the text from guideline g13.
2026-02-08 12:31:13.7679 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:31:14.0016 | Agent | Creating thread run...
2026-02-08 12:31:14.4909 | Agent | Thread run created with Id: run_vEwIthpiJsAfd4ktCYb3xdHN. Monitoring run status...
2026-02-08 12:31:15.7281 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:16.1618 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:16.6811 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:17.0870 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:17.5064 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:17.9169 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:18.3154 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:18.7371 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:19.1606 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:19.5755 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:20.0184 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:20.4923 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:20.9489 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:21.4343 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:21.9104 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:21.9119 | Agent | Run Step Tool Call - Key:call_tUmTXIWI3hjtWjfznwz64KmK
2026-02-08 12:31:22.3709 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:22.3713 | Agent | Run Step Tool Call - Key:call_tUmTXIWI3hjtWjfznwz64KmK
2026-02-08 12:31:22.8339 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:31:15 +00:00
2026-02-08 12:31:22.8379 | Agent | Run Step Tool Call - Key:call_tUmTXIWI3hjtWjfznwz64KmK
2026-02-08 12:31:22.8379 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:31:23.0582 | Agent | The on-false task has been successfully added to step 1 of plan "P7". When the condition is false, the digital twin 'ur_cobot' will execute the command 'control_open_popup' with the message 'loading position 1 has an object'. If you need further assistance or additional modifications, feel free to let me know!
2026-02-08 12:31:23:0595 | User | 2026-02-08 12:31:29.6221 | Test | No user input received. Using prompt from the test file at index 8.
2026-02-08 12:31:29:6226 | Test | exit
2026-02-08 12:31:29.6228 | Agent | Exiting An orchestrator agent with digital twin agent, guideline agent and plan agent. chat...
2026-02-08 12:31:29.6232 | Agent | Deleting Sub Persistent Agent: DigitalTwinAgent...
2026-02-08 12:31:30.0114 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-08 12:31:30.0137 | Agent | Deleting Sub Persistent Agent: GuidelineAgent...
2026-02-08 12:31:30.2273 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-08 12:31:30.2276 | Agent | Deleting Sub Persistent Agent: PlanAgent...
2026-02-08 12:31:30.4766 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-08 12:31:30.6616 | Agent | Main Persistent agent deleted. Goodbye!
2026-02-08 12:31:31.0124 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-08 12:31:31.0162 | System | Choose an option:
2026-02-08 12:31:31.0172 | System | 1 - Evaluate Agents
2026-02-08 12:31:31.0178 | System | 2 - Evaluate Multi Agents
2026-02-08 12:31:31.0179 | System | 3 - Evaluate Workflows
2026-02-08 12:31:31.0183 | System | 4 - Exit
2026-02-08 12:31:31.0188 | System | Enter choice (1/2/3/4): 2026-02-08 12:31:32.4192 | System | Exiting...
2026-02-08 12:31:32.4195 | System | Preparing to save evaluation results...
2026-02-08 12:31:32.4197 | System | Creating result folder: Result
2026-02-08 12:31:32.4202 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-08 12:31:32.4205 | System | Serializing evaluation results to JSON...
2026-02-08 12:31:32.4525 | System | Writing results to file: Result\Result_20260208_123132_4197.json
2026-02-08 12:31:32.4547 | System | Result saved to Result\Result_20260208_123132_4197.json
2026-02-08 12:31:41.3064 | System | Result saved to Export_20260208_123132_6773.json
