2026-02-07 00:42:26.7594 | System | Loading configuration...
2026-02-07 00:42:27.0186 | System | Configuration loaded successfully.
2026-02-07 00:42:27.0340 | System | Retrieving configuration model...
2026-02-07 00:42:27.1743 | System | Configuration model retrieved successfully.
2026-02-07 00:42:27.1761 | System | Setting up DefaultAzureCredential...
2026-02-07 00:42:27.3695 | System | DefaultAzureCredential setup completed.
2026-02-07 00:42:27.3699 | System | Configuring SecretClient...
2026-02-07 00:42:27.3790 | System | Secret Client configured successfully.
2026-02-07 00:42:27.3827 | System | Initializing Persistent Agents Client...
2026-02-07 00:42:27.3895 | System | Persistent Agents Client initialized successfully.
2026-02-07 00:42:27.3898 | System | Choose an option:
2026-02-07 00:42:27.3900 | System | 1 - Evaluate Agents
2026-02-07 00:42:27.3902 | System | 2 - Evaluate Multi Agents
2026-02-07 00:42:27.3904 | System | 3 - Exit
2026-02-07 00:42:27.3906 | System | Enter choice (1/2/3): 2026-02-07 00:42:28.9288 | System | Evaluating Plan Multi Agent
2026-02-07 00:42:28.9633 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Multi-Agent\ma-ga-test-c-9.json.
2026-02-07 00:42:29.1305 | Test | Loaded 13 prompts from JSON file.
2026-02-07 00:42:29.1317 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-07 00:42:29.1319 | Test | Retrieving secret from Key Vault...
2026-02-07 00:42:31.1037 | Test | Creating ClientSecretCredential...
2026-02-07 00:42:31.1070 | Test | Validating scope...
2026-02-07 00:42:31.1089 | Test | Requesting access token...
2026-02-07 00:42:31.5228 | Test | Defining MCP Tool...
2026-02-07 00:42:31.5233 | Test | Creating Sub Persistent Agent...
2026-02-07 00:42:40.1312 | Test | Sub Persistent Agent Id: asst_ha11sqiIWNDYRFyOOyKkLDjv Name: DigitalTwinAgent Model: gpt-4o
2026-02-07 00:42:40.1315 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-07 00:42:40.1317 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-07 00:42:40.1319 | Test | Configuring MCP Tool Resource...
2026-02-07 00:42:40.1325 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-07 00:42:40.1326 | Test | Retrieving secret from Key Vault...
2026-02-07 00:42:40.1903 | Test | Creating ClientSecretCredential...
2026-02-07 00:42:40.1905 | Test | Validating scope...
2026-02-07 00:42:40.1906 | Test | Requesting access token...
2026-02-07 00:42:40.2935 | Test | Defining MCP Tool...
2026-02-07 00:42:40.2948 | Test | Creating Sub Persistent Agent...
2026-02-07 00:42:40.5301 | Test | Sub Persistent Agent Id: asst_Tac1ujwAzPZqM9RAHUjHpL2C Name: GuidelineAgent Model: gpt-4o
2026-02-07 00:42:40.5303 | Test | Defining Provide guidelines and best practices.
2026-02-07 00:42:40.5307 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-07 00:42:40.5308 | Test | Configuring MCP Tool Resource...
2026-02-07 00:42:40.5310 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-07 00:42:40.5311 | Test | Retrieving secret from Key Vault...
2026-02-07 00:42:40.5874 | Test | Creating ClientSecretCredential...
2026-02-07 00:42:40.5877 | Test | Validating scope...
2026-02-07 00:42:40.5878 | Test | Requesting access token...
2026-02-07 00:42:40.7123 | Test | Defining MCP Tool...
2026-02-07 00:42:40.7126 | Test | Creating Sub Persistent Agent...
2026-02-07 00:42:40.9567 | Test | Sub Persistent Agent Id: asst_s3MeBit3XQqB2rHoFxD1lPQO Name: PlanAgent Model: gpt-4o
2026-02-07 00:42:40.9582 | Test | Defining Create action plans based on the context provided.
2026-02-07 00:42:40.9607 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-07 00:42:40.9619 | Test | Configuring MCP Tool Resource...
2026-02-07 00:42:40.9624 | Test | Creating Main Persistent Agent...
2026-02-07 00:42:41.1646 | Test | Main Persistent Agent Id: asst_NaRHJRAmGwE354kS85KgF67o Name: MainAgent Model: gpt-4o
2026-02-07 00:42:41.1666 | Test | Creating Persistent Agent Thread...
2026-02-07 00:42:41.3918 | Test | Persistent Agent Thread Id: thread_LIMMGEgSAlaKWODAm2GeUytQ
2026-02-07 00:42:41.3974 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-07 00:42:41:3984 | Test | list all agents this agent has access to
2026-02-07 00:42:41.3984 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:42:41.6643 | Agent | Creating thread run...
2026-02-07 00:42:42.4163 | Agent | Thread run created with Id: run_IkK2BSCmbXfr7Nf7uuJaBTc1. Monitoring run status...
2026-02-07 00:42:43.4966 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 07/02/2026 00:42:43 +00:00
2026-02-07 00:42:43.7059 | Agent | No annotations
2026-02-07 00:42:44.1258 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 07/02/2026 00:42:43 +00:00
2026-02-07 00:42:44.3173 | Agent | No annotations
2026-02-07 00:42:44.3177 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:42:44.5345 | Agent | Here are the agents that I have access to:

1. **DigitalTwinAgent**: Handles tasks related to Digital Twins using their digital twin ID.
2. **GuidelineAgent**: Provides guidelines and best practices.
3. **PlanAgent**: Creates action plans based on the context provided.
2026-02-07 00:42:44:5371 | Test | what mcp tools can this agent use
2026-02-07 00:42:44.5374 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:42:44.7515 | Agent | Creating thread run...
2026-02-07 00:42:45.2907 | Agent | Thread run created with Id: run_MhPdcjpS5bIsFBSd0lXDuzCn. Monitoring run status...
2026-02-07 00:42:46.2067 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 07/02/2026 00:42:45 +00:00
2026-02-07 00:42:46.4397 | Agent | No annotations
2026-02-07 00:42:46.9965 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 07/02/2026 00:42:45 +00:00
2026-02-07 00:42:47.1951 | Agent | No annotations
2026-02-07 00:42:47.1957 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:42:47.4023 | Agent | This agent can use the following MCP tools:

1. **DigitalTwinAgent**: For handling tasks related to Digital Twins.
2. **GuidelineAgent**: For providing guidelines and best practices.
3. **PlanAgent**: For creating action plans based on the context provided.
2026-02-07 00:42:47:4036 | Test | show which mcp tools the guideline agent can access
2026-02-07 00:42:47.4037 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:42:47.5980 | Agent | Creating thread run...
2026-02-07 00:42:48.1469 | Agent | Thread run created with Id: run_ScvtvE2apa0kdBZkpWS7y3Ex. Monitoring run status...
2026-02-07 00:42:49.0208 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 07/02/2026 00:42:48 +00:00
2026-02-07 00:42:49.6510 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 07/02/2026 00:42:48 +00:00
2026-02-07 00:42:49.8477 | Agent | No annotations
2026-02-07 00:42:49.8492 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:42:50.0625 | Agent | The GuidelineAgent can access the following MCP tools:

1. **GuidelineAgent** itself: It is designed to provide guidelines and best practices. It does not access other MCP tools directly.
2026-02-07 00:42:50:0626 | Test | give me every mcp tool available for this agent
2026-02-07 00:42:50.0637 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:42:50.2869 | Agent | Creating thread run...
2026-02-07 00:42:50.7178 | Agent | Thread run created with Id: run_xcvU6eDxwK0f7ElvcV781ieG. Monitoring run status...
2026-02-07 00:42:51.5680 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 07/02/2026 00:42:51 +00:00
2026-02-07 00:42:51.7657 | Agent | No annotations
2026-02-07 00:42:52.2552 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 07/02/2026 00:42:51 +00:00
2026-02-07 00:42:52.4686 | Agent | No annotations
2026-02-07 00:42:52.4698 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:42:52.6479 | Agent | The MCP tools available for this agent are:

1. **DigitalTwinAgent**: Handles tasks related to Digital Twins using their digital twin ID.
2. **GuidelineAgent**: Provides guidelines and best practices.
3. **PlanAgent**: Creates action plans based on the context provided.
2026-02-07 00:42:52:6505 | Test | look up the g1 guideline
2026-02-07 00:42:52.6506 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:42:52.8595 | Agent | Creating thread run...
2026-02-07 00:42:53.3208 | Agent | Thread run created with Id: run_5TLCnDUKZT5ap8ftxK6xZF3F. Monitoring run status...
2026-02-07 00:42:54.1748 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:42:53 +00:00
2026-02-07 00:42:54.6027 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:42:53 +00:00
2026-02-07 00:42:55.0354 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:42:53 +00:00
2026-02-07 00:42:55.4714 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:42:53 +00:00
2026-02-07 00:42:55.9046 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:42:53 +00:00
2026-02-07 00:42:56.3398 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:42:53 +00:00
2026-02-07 00:42:56.7767 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:42:53 +00:00
2026-02-07 00:42:57.2081 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:42:53 +00:00
2026-02-07 00:42:57.6568 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:42:53 +00:00
2026-02-07 00:42:58.0945 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:42:53 +00:00
2026-02-07 00:42:58.5419 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:42:53 +00:00
2026-02-07 00:42:59.0183 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:42:53 +00:00
2026-02-07 00:42:59.4467 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:42:53 +00:00
2026-02-07 00:43:00.0259 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:42:53 +00:00
2026-02-07 00:43:00.0328 | Agent | Run Step Tool Call - Key:call_BKeWT19KRsVkpqHC7k3j3OxU
2026-02-07 00:43:00.5148 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:42:53 +00:00
2026-02-07 00:43:00.5151 | Agent | Run Step Tool Call - Key:call_BKeWT19KRsVkpqHC7k3j3OxU
2026-02-07 00:43:00.9883 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:42:53 +00:00
2026-02-07 00:43:00.9907 | Agent | Run Step Tool Call - Key:call_BKeWT19KRsVkpqHC7k3j3OxU
2026-02-07 00:43:00.9909 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:43:01.2151 | Agent | The G1 guideline states:

- **Text**: This integrated system shall be treated as a single machine, and a system-level risk assessment shall be completed prior to operation. The Universal Robot cobot, Robotiq gripper, sensors, and GOM scanner which is Zeiss Inspect shall be used within manufacturer-specified limits.
2026-02-07 00:43:01:2157 | Test | find the g2 guideline
2026-02-07 00:43:01.2158 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:43:01.4382 | Agent | Creating thread run...
2026-02-07 00:43:01.8707 | Agent | Thread run created with Id: run_MMLRsL17dNQDaJWvQLJru94z. Monitoring run status...
2026-02-07 00:43:03.3185 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:02 +00:00
2026-02-07 00:43:03.7586 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:02 +00:00
2026-02-07 00:43:04.1846 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:02 +00:00
2026-02-07 00:43:04.5843 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:02 +00:00
2026-02-07 00:43:05.0373 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:02 +00:00
2026-02-07 00:43:05.4906 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:02 +00:00
2026-02-07 00:43:05.9621 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:02 +00:00
2026-02-07 00:43:06.4049 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:02 +00:00
2026-02-07 00:43:06.8417 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:02 +00:00
2026-02-07 00:43:07.2795 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:02 +00:00
2026-02-07 00:43:07.7221 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:02 +00:00
2026-02-07 00:43:08.1707 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:02 +00:00
2026-02-07 00:43:08.6351 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:02 +00:00
2026-02-07 00:43:09.0978 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:43:02 +00:00
2026-02-07 00:43:09.1088 | Agent | Run Step Tool Call - Key:call_yL3gMgqSmnd3RWxGBXj5i8i0
2026-02-07 00:43:09.5435 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:43:02 +00:00
2026-02-07 00:43:09.5468 | Agent | Run Step Tool Call - Key:call_yL3gMgqSmnd3RWxGBXj5i8i0
2026-02-07 00:43:10.0283 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:43:02 +00:00
2026-02-07 00:43:10.0290 | Agent | Run Step Tool Call - Key:call_yL3gMgqSmnd3RWxGBXj5i8i0
2026-02-07 00:43:10.0291 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:43:10.2365 | Agent | The G2 guideline states:

- **Text**: All personnel interacting with the system shall receive documented training specific to collaborative robot operation and associated tooling. Training records shall be retained and reviewed periodically to ensure continued competency of operators and maintenance staff.
2026-02-07 00:43:10:2377 | Test | pull up the g3 guideline
2026-02-07 00:43:10.2381 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:43:10.4765 | Agent | Creating thread run...
2026-02-07 00:43:10.8994 | Agent | Thread run created with Id: run_g62HyqdW1tBikDyJKWQLLnzg. Monitoring run status...
2026-02-07 00:43:11.7839 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:12.2130 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:12.6304 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:13.0709 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:13.4851 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:13.9296 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:14.3435 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:14.7697 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:15.2326 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:15.6632 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:16.1381 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:16.5568 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:17.0192 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:17.4287 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:17.8896 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:17.8910 | Agent | Run Step Tool Call - Key:call_IzwfLxW176oSX8vh1xW94N0A
2026-02-07 00:43:18.7454 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:18.7481 | Agent | Run Step Tool Call - Key:call_IzwfLxW176oSX8vh1xW94N0A
2026-02-07 00:43:19.2756 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:43:11 +00:00
2026-02-07 00:43:19.2757 | Agent | Run Step Tool Call - Key:call_IzwfLxW176oSX8vh1xW94N0A
2026-02-07 00:43:19.2762 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:43:19.5713 | Agent | The G3 guideline states:

- **Text**: The Universal Robot cobot, Robotiq gripper, external sensors, and GOM scanner using Zeiss Inspect software shall be operated strictly within manufacturer-specified limits and validated configurations.
2026-02-07 00:43:19:5716 | Test | check the g4 guideline
2026-02-07 00:43:19.5719 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:43:19.7919 | Agent | Creating thread run...
2026-02-07 00:43:20.2577 | Agent | Thread run created with Id: run_6J4NBzb1b00G22zdECdICcqo. Monitoring run status...
2026-02-07 00:43:21.0782 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:20 +00:00
2026-02-07 00:43:21.4871 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:20 +00:00
2026-02-07 00:43:21.8952 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:20 +00:00
2026-02-07 00:43:22.3136 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:20 +00:00
2026-02-07 00:43:22.7912 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:20 +00:00
2026-02-07 00:43:23.2048 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:20 +00:00
2026-02-07 00:43:23.6121 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:20 +00:00
2026-02-07 00:43:24.0555 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:20 +00:00
2026-02-07 00:43:24.4732 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:20 +00:00
2026-02-07 00:43:24.8972 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:20 +00:00
2026-02-07 00:43:25.3135 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:20 +00:00
2026-02-07 00:43:25.7329 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:20 +00:00
2026-02-07 00:43:26.1473 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:20 +00:00
2026-02-07 00:43:26.7774 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:20 +00:00
2026-02-07 00:43:27.2084 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:43:20 +00:00
2026-02-07 00:43:27.2106 | Agent | Run Step Tool Call - Key:call_grFfAQyU3aOhiSKle5sUvphB
2026-02-07 00:43:27.6936 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:43:20 +00:00
2026-02-07 00:43:27.6966 | Agent | Run Step Tool Call - Key:call_grFfAQyU3aOhiSKle5sUvphB
2026-02-07 00:43:27.6972 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:43:27.9074 | Agent | The G4 guideline states:

- **Text**: All hardware and software components shall be installed, configured, and commissioned according to manufacturer documentation and applicable safety standards.
2026-02-07 00:43:27:9076 | Test | retrieve the g5 guideline
2026-02-07 00:43:27.9085 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:43:28.1455 | Agent | Creating thread run...
2026-02-07 00:43:28.6101 | Agent | Thread run created with Id: run_I7zscJGxiYsitxccu4rB1bWD. Monitoring run status...
2026-02-07 00:43:29.4823 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:29.9898 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:30.4449 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:30.8947 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:31.3122 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:31.7672 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:32.1848 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:32.6074 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:33.0425 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:33.4473 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:33.8628 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:34.2944 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:34.7336 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:35.1654 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:35.6131 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:35.6157 | Agent | Run Step Tool Call - Key:call_mpz9cWBD0T49zzUWvwxw8s95
2026-02-07 00:43:36.0684 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:36.0685 | Agent | Run Step Tool Call - Key:call_mpz9cWBD0T49zzUWvwxw8s95
2026-02-07 00:43:36.8276 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:43:29 +00:00
2026-02-07 00:43:36.8293 | Agent | Run Step Tool Call - Key:call_mpz9cWBD0T49zzUWvwxw8s95
2026-02-07 00:43:36.8299 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:43:37.0351 | Agent | The G5 guideline states:

- **Text**: Establish a formal change-control process to ensure that all modifications to hardware, software, tooling, or safety settings are thoroughly reviewed and re-validated before implementation. This includes any changes to UR programs, safety configurations, Zeiss inspect settings, or end-effectors, covering sensor moves or changes to speed, acceleration, payload, and stop functions.
2026-02-07 00:43:37:0355 | Test | search for the g6 guideline
2026-02-07 00:43:37.0356 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:43:37.2388 | Agent | Creating thread run...
2026-02-07 00:43:37.6954 | Agent | Thread run created with Id: run_4NPhG0td9HnSKdUNiIn5l1Ik. Monitoring run status...
2026-02-07 00:43:38.8833 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:39.3100 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:39.7246 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:40.1918 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:40.6060 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:41.0453 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:41.4405 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:41.8710 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:42.3015 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:42.7091 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:43.1410 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:43.5825 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:43.9716 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:44.4083 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:44.8780 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:44.8781 | Agent | Run Step Tool Call - Key:call_waI6KobHocjmrvQeK1KNQ5gr
2026-02-07 00:43:45.3001 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:45.3004 | Agent | Run Step Tool Call - Key:call_waI6KobHocjmrvQeK1KNQ5gr
2026-02-07 00:43:45.7209 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:43:38 +00:00
2026-02-07 00:43:45.7210 | Agent | Run Step Tool Call - Key:call_waI6KobHocjmrvQeK1KNQ5gr
2026-02-07 00:43:45.7211 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:43:45.9263 | Agent | The G6 guideline states:

- **Text**: Ensure that all measurement and safety sensors, along with inspection gear, are calibrated or verified at set intervals. Maintain traceable records of all calibrations and verifications. Calibration status needs to be clearly visible on the equipment. If anything is out of tolerance, segregate those results. Re-verify everything after any maintenance that could affect accuracy.
2026-02-07 00:43:45:9286 | Test | get the g7 guideline details
2026-02-07 00:43:45.9301 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:43:46.1637 | Agent | Creating thread run...
2026-02-07 00:43:46.6720 | Agent | Thread run created with Id: run_5jRuGNOfAGa1N8pZI58oTC75. Monitoring run status...
2026-02-07 00:43:47.4876 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:47.8951 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:48.2890 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:48.7077 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:49.1330 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:49.5513 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:49.9994 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:50.4775 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:50.9118 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:51.3313 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:51.7327 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:52.1378 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:52.5833 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:53.0098 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:53.4636 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:53.8957 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:54.3218 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:54.7561 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:55.2168 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:55.6379 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:56.0431 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:56.4580 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:56.8806 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:57.3079 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:57.7313 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:58.2856 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:58.7392 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:58.7398 | Agent | Run Step Tool Call - Key:call_HNvT1sgHNwpYREgGm3JnMlTa
2026-02-07 00:43:59.1582 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:59.1601 | Agent | Run Step Tool Call - Key:call_HNvT1sgHNwpYREgGm3JnMlTa
2026-02-07 00:43:59.6206 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:43:47 +00:00
2026-02-07 00:43:59.6215 | Agent | Run Step Tool Call - Key:call_HNvT1sgHNwpYREgGm3JnMlTa
2026-02-07 00:43:59.6215 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:44:00.0620 | Agent | The G7 guideline states:

- **Text**: Lock down access to robot programs, safety settings, and inspection software configurations using role-based permissions and versioned backups. Only authorized staff can modify safety settings, validated robot programs, or Zeiss Inspect templates. Ensure backups are stored securely and tested for restores.
2026-02-07 00:44:00:0745 | Test | find information on the g8 guideline
2026-02-07 00:44:00.0801 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:44:00.3043 | Agent | Creating thread run...
2026-02-07 00:44:00.7599 | Agent | Thread run created with Id: run_jazyHpmPJt1NGfxdBm5XE8g8. Monitoring run status...
2026-02-07 00:44:02.2095 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:44:01 +00:00
2026-02-07 00:44:02.6127 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:44:01 +00:00
2026-02-07 00:44:03.0652 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:44:01 +00:00
2026-02-07 00:44:03.5202 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:44:01 +00:00
2026-02-07 00:44:03.9390 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:44:01 +00:00
2026-02-07 00:44:04.3820 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:44:01 +00:00
2026-02-07 00:44:04.8958 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:44:01 +00:00
2026-02-07 00:44:05.3155 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:44:01 +00:00
2026-02-07 00:44:05.7657 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:44:01 +00:00
2026-02-07 00:44:06.1830 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:44:01 +00:00
2026-02-07 00:44:06.6183 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:44:01 +00:00
2026-02-07 00:44:07.0295 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:44:01 +00:00
2026-02-07 00:44:07.4905 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 07/02/2026 00:44:01 +00:00
2026-02-07 00:44:07.9326 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:44:01 +00:00
2026-02-07 00:44:07.9347 | Agent | Run Step Tool Call - Key:call_a9hBJokgTBEhHkwcHhn781R8
2026-02-07 00:44:08.3683 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 07/02/2026 00:44:01 +00:00
2026-02-07 00:44:08.3684 | Agent | Run Step Tool Call - Key:call_a9hBJokgTBEhHkwcHhn781R8
2026-02-07 00:44:08.3685 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:44:08.8140 | Agent | The G8 guideline states:

- **Text**: Ensure every hazard identified in the system-level risk assessment has a documented fix, proof of verification, and a clear communication method for any remaining risks to users. Warning labels, manuals, and training need to cover specific residual risks, including pinch and crush zones, unexpected movement, sharp edges, and any laser or optical hazards.
2026-02-07 00:44:08:8159 | Test | quit
2026-02-07 00:44:08.8160 | Agent | Sending test message to Main Persistent Agent...
2026-02-07 00:44:09.0273 | Agent | Creating thread run...
2026-02-07 00:44:09.5133 | Agent | Thread run created with Id: run_CbMMBRe74Jef69bx5FdBS6fQ. Monitoring run status...
2026-02-07 00:44:10.3389 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 07/02/2026 00:44:09 +00:00
2026-02-07 00:44:10.5451 | Agent | No annotations
2026-02-07 00:44:10.9758 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 07/02/2026 00:44:09 +00:00
2026-02-07 00:44:11.1696 | Agent | No annotations
2026-02-07 00:44:11.1698 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-07 00:44:11.6041 | Agent | If you have any more questions in the future, feel free to ask. Have a great day!
2026-02-07 00:44:12.0027 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-07 00:44:12.0100 | System | Preparing to save evaluation results...
2026-02-07 00:44:12.0142 | System | Creating result folder: Result
2026-02-07 00:44:12.0221 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-07 00:44:12.0262 | System | Serializing evaluation results to JSON...
2026-02-07 00:44:12.0659 | System | Writing results to file: Result\Result_20260207_004412_0142.json
2026-02-07 00:44:12.0698 | System | Result saved to Result\Result_20260207_004412_0142.json
2026-02-07 00:44:22.8397 | System | Result saved to Export_20260207_004412_3417.json
2026-02-07 00:44:22.9217 | System | Choose an option:
2026-02-07 00:44:22.9219 | System | 1 - Evaluate Agents
2026-02-07 00:44:22.9220 | System | 2 - Evaluate Multi Agents
2026-02-07 00:44:22.9221 | System | 3 - Exit
2026-02-07 00:44:22.9222 | System | Enter choice (1/2/3): 2026-02-07 00:44:41.2652 | System | Exiting...
