# Run baseline
> How do I make the assistant use a local model instead of Gemini?
call   list_pages({})
result list_pages -> {'pages': ['cli.md', 'install.md', 'troubleshooting.md']}
call   read_page({'path': 'cli.md'})
result read_page -> cli.md (231 chars)
call   read_page({'path': 'install.md'})
result read_page -> install.md (158 chars)
answer Set the `OLLAMA_API_BASE` environment variable to use a local model instead of Gemini (install.md).

# Run outage
> How do I make the assistant use a local model instead of Gemini?
call   list_pages({})
result list_pages -> {'pages': ['cli.md', 'install.md', 'troubleshooting.md']}
call   read_page({'path': 'cli.md'})
result read_page -> {'error_code': 503, 'error_message': 'Docs service unavailable.'}
call   read_page({'path': 'cli.md'})
result read_page -> {'error_code': 503, 'error_message': 'Docs service unavailable.'}
call   read_page({'path': 'cli.md'})
result read_page -> {'error_code': 503, 'error_message': 'Docs service unavailable.'}
call   read_page({'path': 'install.md'})
result read_page -> {'error_code': 503, 'error_message': 'Docs service unavailable.'}
call   read_page({'path': 'troubleshooting.md'})
result read_page -> {'error_code': 503, 'error_message': 'Docs service unavailable.'}
call   read_page({'path': 'cli.md'})
result read_page -> {'error_code': 503, 'error_message': 'Docs service unavailable.'}
answer I am currently unable to answer your question because the documentation service is unavailable (cli.md).

# Run outage-with-error-rule
> How do I make the assistant use a local model instead of Gemini?
call   list_pages({})
result list_pages -> {'pages': ['cli.md', 'install.md', 'troubleshooting.md']}
call   read_page({'path': 'cli.md'})
result read_page -> {'error_code': 503, 'error_message': 'Docs service unavailable.'}
answer The docs service failed, so I cannot provide an answer.

# Run outage-with-retry-plugin
> How do I make the assistant use a local model instead of Gemini?
call   list_pages({})
result list_pages -> {'pages': ['cli.md', 'install.md', 'troubleshooting.md']}
call   read_page({'path': 'cli.md'})
result read_page -> {'response_type': 'ERROR_HANDLED_BY_REFLECT_AND_RETRY_PLUGIN', 'error_type': 'ToolError', 'error_details': "{'error_code': 503, 'error_message': 'Docs service unavailable.'}", 'retry_count': 1, 'reflection_guidance': 'The call to tool `read_page` failed.\n\n**Error Details:**\n```\n{\'error_code\': 503, \'error_message\': \'Docs service unavailable.\'}\n```\n\n**Tool Arguments Used:**\n```json\n{\n  "path": "cli.md"\n}\n```\n\n**Reflection Guidance:**\nThis is retry attempt **1 of 2**. Analyze the error and the arguments you provided. Do not repeat the exact same call. Consider the following before your next attempt:\n\n1.  **Invalid Parameters**: Does the error suggest that one or more arguments are incorrect, badly formatted, or missing? Review the tool\'s schema and your arguments.\n2.  **State or Preconditions**: Did a previous step fail or not produce the necessary state/resource for this tool to succeed?\n3.  **Alternative Approach**: Is this the right tool for the job? Could another tool or a different sequence of steps achieve the goal?\n4.  **Simplify the Task**: Can you break the problem down into smaller, simpler steps?\n5.  **Wrong Function Name**: Does the error indicates the tool is not found? Please check again and only use available tools.\n\nFormulate a new plan based on your analysis and try a corrected or different approach.'}
call   read_page({'path': 'install.md'})
result read_page -> {'response_type': 'ERROR_HANDLED_BY_REFLECT_AND_RETRY_PLUGIN', 'error_type': 'ToolError', 'error_details': "{'error_code': 503, 'error_message': 'Docs service unavailable.'}", 'retry_count': 2, 'reflection_guidance': 'The call to tool `read_page` failed.\n\n**Error Details:**\n```\n{\'error_code\': 503, \'error_message\': \'Docs service unavailable.\'}\n```\n\n**Tool Arguments Used:**\n```json\n{\n  "path": "install.md"\n}\n```\n\n**Reflection Guidance:**\nThis is retry attempt **2 of 2**. Analyze the error and the arguments you provided. Do not repeat the exact same call. Consider the following before your next attempt:\n\n1.  **Invalid Parameters**: Does the error suggest that one or more arguments are incorrect, badly formatted, or missing? Review the tool\'s schema and your arguments.\n2.  **State or Preconditions**: Did a previous step fail or not produce the necessary state/resource for this tool to succeed?\n3.  **Alternative Approach**: Is this the right tool for the job? Could another tool or a different sequence of steps achieve the goal?\n4.  **Simplify the Task**: Can you break the problem down into smaller, simpler steps?\n5.  **Wrong Function Name**: Does the error indicates the tool is not found? Please check again and only use available tools.\n\nFormulate a new plan based on your analysis and try a corrected or different approach.'}
call   read_page({'path': 'troubleshooting.md'})
raised RuntimeError: Error in plugin 'reflect_retry_tool_plugin' during 'after_tool_callback' callback: {'error_code': 503, 'error_message': 'Docs service unavailable.'}

# Run outage-with-retry-limit-answer
> How do I make the assistant use a local model instead of Gemini?
call   list_pages({})
result list_pages -> {'pages': ['cli.md', 'install.md', 'troubleshooting.md']}
call   read_page({'path': 'cli.md'})
result read_page -> {'response_type': 'ERROR_HANDLED_BY_REFLECT_AND_RETRY_PLUGIN', 'error_type': 'ToolError', 'error_details': "{'error_code': 503, 'error_message': 'Docs service unavailable.'}", 'retry_count': 1, 'reflection_guidance': 'The call to tool `read_page` failed.\n\n**Error Details:**\n```\n{\'error_code\': 503, \'error_message\': \'Docs service unavailable.\'}\n```\n\n**Tool Arguments Used:**\n```json\n{\n  "path": "cli.md"\n}\n```\n\n**Reflection Guidance:**\nThis is retry attempt **1 of 2**. Analyze the error and the arguments you provided. Do not repeat the exact same call. Consider the following before your next attempt:\n\n1.  **Invalid Parameters**: Does the error suggest that one or more arguments are incorrect, badly formatted, or missing? Review the tool\'s schema and your arguments.\n2.  **State or Preconditions**: Did a previous step fail or not produce the necessary state/resource for this tool to succeed?\n3.  **Alternative Approach**: Is this the right tool for the job? Could another tool or a different sequence of steps achieve the goal?\n4.  **Simplify the Task**: Can you break the problem down into smaller, simpler steps?\n5.  **Wrong Function Name**: Does the error indicates the tool is not found? Please check again and only use available tools.\n\nFormulate a new plan based on your analysis and try a corrected or different approach.'}
call   read_page({'path': 'install.md'})
result read_page -> {'response_type': 'ERROR_HANDLED_BY_REFLECT_AND_RETRY_PLUGIN', 'error_type': 'ToolError', 'error_details': "{'error_code': 503, 'error_message': 'Docs service unavailable.'}", 'retry_count': 2, 'reflection_guidance': 'The call to tool `read_page` failed.\n\n**Error Details:**\n```\n{\'error_code\': 503, \'error_message\': \'Docs service unavailable.\'}\n```\n\n**Tool Arguments Used:**\n```json\n{\n  "path": "install.md"\n}\n```\n\n**Reflection Guidance:**\nThis is retry attempt **2 of 2**. Analyze the error and the arguments you provided. Do not repeat the exact same call. Consider the following before your next attempt:\n\n1.  **Invalid Parameters**: Does the error suggest that one or more arguments are incorrect, badly formatted, or missing? Review the tool\'s schema and your arguments.\n2.  **State or Preconditions**: Did a previous step fail or not produce the necessary state/resource for this tool to succeed?\n3.  **Alternative Approach**: Is this the right tool for the job? Could another tool or a different sequence of steps achieve the goal?\n4.  **Simplify the Task**: Can you break the problem down into smaller, simpler steps?\n5.  **Wrong Function Name**: Does the error indicates the tool is not found? Please check again and only use available tools.\n\nFormulate a new plan based on your analysis and try a corrected or different approach.'}
answer I am unable to retrieve the documentation at the moment because the docs service is currently unavailable (cli.md).

# Run missing-page-with-error-rule
> How do I make the assistant use a local model instead of Gemini?
call   list_pages({})
result list_pages -> {'pages': ['cli.md', 'install.md', 'troubleshooting.md']}
call   read_page({'path': 'cli.md'})
result read_page -> cli.md (231 chars)
call   read_page({'path': 'install.md'})
result read_page -> {'error_code': 404, 'error_message': 'Page not found.'}
call   read_page({'path': 'troubleshooting.md'})
result read_page -> troubleshooting.md (256 chars)
answer Set `OLLAMA_API_BASE` to point to a running Ollama server (troubleshooting.md).

# Outage repeated 5 times: read_page failures, cites a page
18 failures, cites a page: True  | The documentation service is currently unavailable, so I cannot retrieve the instructions for using a local model instead of Gemini (cli.md).
4 failures, cites a page: False  | I am unable to access the documentation at the moment because the docs service is currently unavailable.
6 failures, cites a page: False  | I am unable to access the documentation at the moment because the docs service is currently unavailable.
5 failures, cites a page: True  | I am unable to retrieve the instructions right now because the docs service is currently unavailable (cli.md).
5 failures, cites a page: False  | I am unable to answer this question because the documentation service is currently unavailable.
