2026-02-07 00:30:06.2009 | System | Loading configuration...
2026-02-07 00:30:06.4744 | System | Configuration loaded successfully.
2026-02-07 00:30:06.4748 | System | Retrieving configuration model...
2026-02-07 00:30:06.5481 | System | Configuration model retrieved successfully.
2026-02-07 00:30:06.5487 | System | Setting up DefaultAzureCredential...
2026-02-07 00:30:06.7450 | System | DefaultAzureCredential setup completed.
2026-02-07 00:30:06.7505 | System | Configuring SecretClient...
2026-02-07 00:30:06.7669 | System | Secret Client configured successfully.
2026-02-07 00:30:06.7681 | System | Initializing Persistent Agents Client...
2026-02-07 00:30:06.7845 | System | Persistent Agents Client initialized successfully.
2026-02-07 00:30:06.7853 | System | Choose an option:
2026-02-07 00:30:06.7897 | System | 1 - Evaluate Agents
2026-02-07 00:30:06.7932 | System | 2 - Evaluate Multi Agents
2026-02-07 00:30:06.7935 | System | 3 - Exit
2026-02-07 00:30:06.7937 | System | Enter choice (1/2/3): 2026-02-07 00:30:16.9733 | System | Evaluating Plan Multi Agent
2026-02-07 00:30:17.0008 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Multi-Agent\ma-ga-test-c-4.json.
2026-02-07 00:30:17.1090 | Test | Loaded 8 prompts from JSON file.
2026-02-07 00:30:17.1098 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-07 00:30:17.1100 | Test | Retrieving secret from Key Vault...
2026-02-07 00:30:19.0353 | Test | Creating ClientSecretCredential...
2026-02-07 00:30:19.0364 | Test | Validating scope...
2026-02-07 00:30:19.0367 | Test | Requesting access token...
2026-02-07 00:30:19.4973 | Test | Defining MCP Tool...
2026-02-07 00:30:19.4979 | Test | Creating Sub Persistent Agent...
2026-02-07 00:30:29.3581 | Test | Sub Persistent Agent Id: asst_jojEozS4DAOQd4EKsS0JwSYu Name: DigitalTwinAgent Model: gpt-4o
2026-02-07 00:30:29.3584 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-07 00:30:29.3587 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-07 00:30:29.3590 | Test | Configuring MCP Tool Resource...
2026-02-07 00:30:29.3598 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-07 00:30:29.3600 | Test | Retrieving secret from Key Vault...
2026-02-07 00:30:29.4236 | Test | Creating ClientSecretCredential...
2026-02-07 00:30:29.4238 | Test | Validating scope...
2026-02-07 00:30:29.4239 | Test | Requesting access token...
2026-02-07 00:30:29.5253 | Test | Defining MCP Tool...
2026-02-07 00:30:29.5256 | Test | Creating Sub Persistent Agent...
2026-02-07 00:30:29.7880 | Test | Sub Persistent Agent Id: asst_cZJTgI47fz1p9ZcvlM4OxCcx Name: GuidelineAgent Model: gpt-4o
2026-02-07 00:30:29.7892 | Test | Defining Provide guidelines and best practices.
2026-02-07 00:30:29.7893 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-07 00:30:29.7894 | Test | Configuring MCP Tool Resource...
2026-02-07 00:30:29.7894 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-07 00:30:29.7895 | Test | Retrieving secret from Key Vault...
2026-02-07 00:30:29.8463 | Test | Creating ClientSecretCredential...
2026-02-07 00:30:29.8465 | Test | Validating scope...
2026-02-07 00:30:29.8471 | Test | Requesting access token...
2026-02-07 00:30:29.9720 | Test | Defining MCP Tool...
2026-02-07 00:30:29.9728 | Test | Creating Sub Persistent Agent...
2026-02-07 00:30:30.2347 | Test | Sub Persistent Agent Id: asst_s3xZW5gpubQDMS9WSCRVQscz Name: PlanAgent Model: gpt-4o
2026-02-07 00:30:30.2349 | Test | Defining Create action plans based on the context provided.
2026-02-07 00:30:30.2355 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-07 00:30:30.2356 | Test | Configuring MCP Tool Resource...
2026-02-07 00:30:30.2359 | Test | Creating Main Persistent Agent...
2026-02-07 00:30:30.4412 | Test | Main Persistent Agent Id: asst_rSGRMn90iup6MvYIEeSLp3eh Name: MainAgent Model: gpt-4o
2026-02-07 00:30:30.4415 | Test | Creating Persistent Agent Thread...
2026-02-07 00:30:30.6628 | Test | Persistent Agent Thread Id: thread_t4Tdb1G75c8PK3dK9FMsHDKa
2026-02-07 00:30:30.6690 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-07 00:30:30:6691 | Test | show me all agents available to this agent
2026-02-07 00:30:30.6692 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:30:30.9010 | Agent | Creating thread run...
2026-02-07 00:30:31.4385 | Agent | Thread run created with Id: run_Rspd0Ic0i94UP6dYN2GSNjIX. Monitoring run status...
2026-02-07 00:30:32.5030 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 07/02/2026 00:30:32 +00:00
2026-02-07 00:30:33.1980 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 07/02/2026 00:30:32 +00:00
2026-02-07 00:30:33.4443 | Agent | No annotations
2026-02-07 00:30:33.8912 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 07/02/2026 00:30:32 +00:00
2026-02-07 00:30:34.0885 | Agent | No annotations
2026-02-07 00:30:34.0890 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:30:34.2919 | Agent | Here are the agents available to this orchestration agent:

1. **DigitalTwinAgent**: This agent handles tasks related to digital twins, allowing for queries and interactions with digital twin data.

2. **GuidelineAgent**: This agent provides guidelines and best practices, offering insights and recommendations based on specific queries.

3. **PlanAgent**: This agent creates action plans based on the context provided, helping to organize and strategize tasks effectively.
2026-02-07 00:30:34:2932 | Test | show me all mcp tools this agent can use
2026-02-07 00:30:34.2933 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:30:34.5147 | Agent | Creating thread run...
2026-02-07 00:30:34.9554 | Agent | Thread run created with Id: run_aJkFEznR90BHslfPVSvaQddX. Monitoring run status...
2026-02-07 00:30:35.8314 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 07/02/2026 00:30:35 +00:00
2026-02-07 00:30:36.4647 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 07/02/2026 00:30:35 +00:00
2026-02-07 00:30:36.6680 | Agent | No annotations
2026-02-07 00:30:37.0989 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 07/02/2026 00:30:35 +00:00
2026-02-07 00:30:37.3601 | Agent | No annotations
2026-02-07 00:30:37.3611 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:30:37.5536 | Agent | The tools available to this agent within the MCP (Multi-Channel Platform) are:

1. **DigitalTwinAgent**: Used for handling tasks related to digital twins, allowing for queries and interactions with digital twin data.

2. **GuidelineAgent**: Provides guidelines and best practices, offering insights and recommendations based on specific queries.

3. **PlanAgent**: Creates action plans based on the context provided, helping to organize and strategize tasks effectively.
2026-02-07 00:30:37:5539 | Test | show me the mcp tools available to the guideline agent
2026-02-07 00:30:37.5543 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:30:37.7814 | Agent | Creating thread run...
2026-02-07 00:30:38.2970 | Agent | Thread run created with Id: run_cEC44lvbhbFSCTuxMb18aaKL. Monitoring run status...
2026-02-07 00:30:39.4858 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 07/02/2026 00:30:39 +00:00
2026-02-07 00:30:40.1212 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 07/02/2026 00:30:39 +00:00
2026-02-07 00:30:40.3667 | Agent | No annotations
2026-02-07 00:30:40.8335 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 07/02/2026 00:30:39 +00:00
2026-02-07 00:30:41.0470 | Agent | No annotations
2026-02-07 00:30:41.0495 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:30:41.2330 | Agent | The GuidelineAgent has access to the following MCP tool:

- **GuidelineAgent**: This tool itself is responsible for providing guidelines and best practices, offering insights and recommendations based on specific queries. 

The GuidelineAgent is specialized in its function and does not utilize other MCP tools.
2026-02-07 00:30:41:2337 | Test | give me a list of all mcp tools available to this agent
2026-02-07 00:30:41.2350 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:30:41.4404 | Agent | Creating thread run...
2026-02-07 00:30:41.8744 | Agent | Thread run created with Id: run_MSBmh9mRVMJrUH0Ir7bNhgCc. Monitoring run status...
2026-02-07 00:30:43.0698 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 07/02/2026 00:30:42 +00:00
2026-02-07 00:30:43.7632 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 07/02/2026 00:30:42 +00:00
2026-02-07 00:30:43.9661 | Agent | No annotations
2026-02-07 00:30:43.9664 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:30:44.1581 | Agent | The MCP tools available to this orchestration agent are:

1. **DigitalTwinAgent**: Handles tasks related to digital twins, allowing for queries and interactions with digital twin data.

2. **GuidelineAgent**: Provides guidelines and best practices, offering insights and recommendations based on specific queries.

3. **PlanAgent**: Creates action plans based on the context provided, helping to organize and strategize tasks effectively.
2026-02-07 00:30:44:1586 | Test | create a new guideline g4. all hardware and software components shall be installed, configured, and commissioned according to manufacturer documentation and applicable safety standards.
2026-02-07 00:30:44.1591 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:30:44.3604 | Agent | Creating thread run...
2026-02-07 00:30:44.8138 | Agent | Thread run created with Id: run_G5KTfzZRcgOvL08Pxtw5urIY. Monitoring run status...
2026-02-07 00:30:45.7442 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:45 +00:00
2026-02-07 00:30:46.1561 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:45 +00:00
2026-02-07 00:30:46.5842 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:45 +00:00
2026-02-07 00:30:47.0402 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:45 +00:00
2026-02-07 00:30:47.4390 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:45 +00:00
2026-02-07 00:30:47.8953 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:45 +00:00
2026-02-07 00:30:48.3298 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:45 +00:00
2026-02-07 00:30:48.7889 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:45 +00:00
2026-02-07 00:30:49.2140 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:45 +00:00
2026-02-07 00:30:49.6625 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:45 +00:00
2026-02-07 00:30:50.0765 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:45 +00:00
2026-02-07 00:30:50.5036 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:45 +00:00
2026-02-07 00:30:50.9319 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:45 +00:00
2026-02-07 00:30:51.7715 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:30:45 +00:00
2026-02-07 00:30:51.7718 | Agent | Run Step Tool Call - Key:call_bRUbZzV1oONuunEAQ5eaQS6i
2026-02-07 00:30:52.2155 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:30:45 +00:00
2026-02-07 00:30:52.2165 | Agent | Run Step Tool Call - Key:call_bRUbZzV1oONuunEAQ5eaQS6i
2026-02-07 00:30:52.6778 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:30:45 +00:00
2026-02-07 00:30:52.6815 | Agent | Run Step Tool Call - Key:call_bRUbZzV1oONuunEAQ5eaQS6i
2026-02-07 00:30:52.6895 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:30:52.8795 | Agent | The new guideline "G4: All hardware and software components shall be installed, configured, and commissioned according to manufacturer documentation and applicable safety standards" has been successfully created.
2026-02-07 00:30:52:8808 | Test | search for the g4 guideline.
2026-02-07 00:30:52.8815 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:30:53.1006 | Agent | Creating thread run...
2026-02-07 00:30:53.6481 | Agent | Thread run created with Id: run_hV38LK9YZZhSnFQEYAOk1xT1. Monitoring run status...
2026-02-07 00:30:54.9049 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:30:55.3148 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:30:55.7754 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:30:56.2177 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:30:56.6655 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:30:57.0912 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:30:57.5300 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:30:57.9628 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:30:58.3470 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:30:58.7385 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:30:59.1706 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:30:59.5944 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:31:00.0053 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:31:00.4189 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:31:00.8435 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:31:00.8439 | Agent | Run Step Tool Call - Key:call_iL3LAN43feccpqCO20TFHnze
2026-02-07 00:31:01.2796 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:31:01.2798 | Agent | Run Step Tool Call - Key:call_iL3LAN43feccpqCO20TFHnze
2026-02-07 00:31:01.7084 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:31:01.7092 | Agent | Run Step Tool Call - Key:call_iL3LAN43feccpqCO20TFHnze
2026-02-07 00:31:02.1502 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:30:54 +00:00
2026-02-07 00:31:02.1506 | Agent | Run Step Tool Call - Key:call_iL3LAN43feccpqCO20TFHnze
2026-02-07 00:31:02.1508 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:31:02.3512 | Agent | The guideline "G4" has been found with the following details:

- **ID**: 8aedfbce-caa3-429d-ac2d-0434d91ed9c1
- **Code**: G4
- **Text**: All hardware and software components shall be installed, configured, and commissioned according to manufacturer documentation and applicable safety standards.
- **Created Time**: 2026-02-07T00:30:47.461906Z
- **Updated Time**: 2026-02-07T00:30:47.4619063Z
2026-02-07 00:31:02:3523 | Test | get the g4 guideline.
2026-02-07 00:31:02.3527 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:31:02.5607 | Agent | Creating thread run...
2026-02-07 00:31:03.0186 | Agent | Thread run created with Id: run_JvF5NrgCdpBSsykbKPYEaJ0a. Monitoring run status...
2026-02-07 00:31:03.8548 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:04.2715 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:04.6590 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:05.1197 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:05.5599 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:06.0294 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:06.4172 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:06.8620 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:07.3085 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:07.7918 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:08.1822 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:08.6151 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:09.0187 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:09.4209 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:09.8240 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:10.2232 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:10.6329 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:11.0564 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:11.4543 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:11.8718 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:12.2939 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:12.6928 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:13.1071 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:13.5230 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:13.9141 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:14.4064 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:14.8018 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:15.2356 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:15.2357 | Agent | Run Step Tool Call - Key:call_QMZ96bT48xCECRAN10ieKhgU
2026-02-07 00:31:15.6817 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:15.6824 | Agent | Run Step Tool Call - Key:call_QMZ96bT48xCECRAN10ieKhgU
2026-02-07 00:31:16.0915 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:16.0917 | Agent | Run Step Tool Call - Key:call_QMZ96bT48xCECRAN10ieKhgU
2026-02-07 00:31:16.5465 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:31:03 +00:00
2026-02-07 00:31:16.5567 | Agent | Run Step Tool Call - Key:call_QMZ96bT48xCECRAN10ieKhgU
2026-02-07 00:31:16.5580 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:31:16.7432 | Agent | Here are the details for the guideline "G4":

- **ID**: 8aedfbce-caa3-429d-ac2d-0434d91ed9c1
- **Code**: G4
- **Text**: All hardware and software components shall be installed, configured, and commissioned according to manufacturer documentation and applicable safety standards.
- **Created Time**: 2026-02-07T00:30:47.461906Z
- **Updated Time**: 2026-02-07T00:30:47.4619063Z
2026-02-07 00:31:16:7497 | Test | exit
2026-02-07 00:31:16.7500 | Agent | Exiting An orchestrator agent with digital twin agent, guideline agent and plan agent. chat...
2026-02-07 00:31:16.7501 | Agent | Deleting Sub Persistent Agent: DigitalTwinAgent...
2026-02-07 00:31:17.0406 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-07 00:31:17.0408 | Agent | Deleting Sub Persistent Agent: GuidelineAgent...
2026-02-07 00:31:17.2543 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-07 00:31:17.2545 | Agent | Deleting Sub Persistent Agent: PlanAgent...
2026-02-07 00:31:17.4452 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-07 00:31:17.6592 | Agent | Main Persistent agent deleted. Goodbye!
2026-02-07 00:31:17.8918 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-07 00:31:17.8927 | System | Preparing to save evaluation results...
2026-02-07 00:31:17.8931 | System | Creating result folder: Result
2026-02-07 00:31:17.8935 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-07 00:31:17.8937 | System | Serializing evaluation results to JSON...
2026-02-07 00:31:17.9603 | System | Writing results to file: Result\Result_20260207_003117_8931.json
2026-02-07 00:31:17.9641 | System | Result saved to Result\Result_20260207_003117_8931.json
2026-02-07 00:31:30.9230 | System | Result saved to Export_20260207_003118_4921.json
2026-02-07 00:31:31.0989 | System | Choose an option:
2026-02-07 00:31:31.0994 | System | 1 - Evaluate Agents
2026-02-07 00:31:31.0997 | System | 2 - Evaluate Multi Agents
2026-02-07 00:31:31.0999 | System | 3 - Exit
2026-02-07 00:31:31.1002 | System | Enter choice (1/2/3): 2026-02-07 00:31:46.8128 | System | Exiting...
