{
 "model": "gemini-3.8-flash",
 "toolbox": "0.21.0",
 "runs": {
  "feedback": {
   "question": "Which pages got the most unhelpful feedback this month, and what did readers say?",
   "transcript": "call   page-feedback {'limit': 10, 'since': '2026-10-01'}\nresult page-feedback {'result': '[{\"comments\":[\"Still shows shipctl release revert, which fails on 2.x\",\"Which flag picks the release?\"],\"helpful\":1,\"slug\":\"rollback\",\"unhelpful\":3},{\"comments\":[\"The canary section needs an example\"],\"helpful\":1,\"slug\":\"deploy\",\"unhelpful\":1},{\"comments\":[],\"helpful\":1,\"slug\":\"tokens\",\"unhelpful\":0}]'}\ncall   find-pages {'title_contains': 'rollback'}\nresult find-pages {'result': 'null'}\nanswer The pages with the most unhelpful feedback since the beginning of this month (October 1, 2026) are:\n\n### 1. `rollback`\n* **Unhelpful votes:** 3 (Helpful: 1)\n* **Reader comments:**\n  * \"Still shows shipctl release revert, which fails on 2.x\"\n  * \"Which flag picks the release?\"\n\n---\n\n### 2. `deploy`\n* **Unhelpful votes:** 1 (Helpful: 1)\n* **Reader comments:**\n  * \"The canary section needs an example\"",
   "model_turns": [
    {
     "parts": [
      {
       "function_call": {
        "id": "call_357011",
        "args": {
         "limit": 10,
         "since": "2026-10-01"
        },
        "name": "page-feedback"
       }
      }
     ],
     "role": "model"
    },
    {
     "parts": [
      {
       "function_call": {
        "id": "call_500787",
        "args": {
         "title_contains": "rollback"
        },
        "name": "find-pages"
       }
      }
     ],
     "role": "model"
    },
    {
     "parts": [
      {
       "text": "The pages with the most unhelpful feedback since the beginning of this month (October 1, 2026) are:\n\n### 1. `rollback`\n* **Unhelpful votes:** 3 (Helpful: 1)\n* **Reader comments:**\n  * \"Still shows shipctl release revert, which fails on 2.x\"\n  * \"Which flag picks the release?\"\n\n---\n\n### 2. `deploy`\n* **Unhelpful votes:** 1 (Helpful: 1)\n* **Reader comments:**\n  * \"The canary section needs an example\""
      }
     ],
     "role": "model"
    }
   ],
   "declarations": {
    "find-pages": {
     "description": "Find documentation pages of a team whose title contains the given text. Returns slug, title and last update date.\n\nArgs:\n    title_contains (str): Text to look for in the page title, such as \"rollback\".",
     "name": "find-pages",
     "parameters": {
      "properties": {
       "title_contains": {
        "description": "Text to look for in the page title, such as \"rollback\".",
        "type": "STRING"
       }
      },
      "required": [
       "title_contains"
      ],
      "type": "OBJECT"
     }
    },
    "page-feedback": {
     "description": "Count helpful and unhelpful votes per page of a team since a date, with the written comments, worst pages first.\n\nArgs:\n    limit (int): How many pages to return, at most 10.\n    since (str): The first day to count, as YYYY-MM-DD.",
     "name": "page-feedback",
     "parameters": {
      "properties": {
       "limit": {
        "description": "How many pages to return, at most 10.",
        "type": "INTEGER"
       },
       "since": {
        "description": "The first day to count, as YYYY-MM-DD.",
        "type": "STRING"
       }
      },
      "required": [
       "limit",
       "since"
      ],
      "type": "OBJECT"
     }
    }
   },
   "errors": []
  },
  "delete": {
   "question": "Delete the feedback on the rollback page.",
   "transcript": "answer I cannot delete feedback on the rollback page. My tools only allow me to search for documentation pages and view page feedback, not modify or delete any feedback data.",
   "model_turns": [
    {
     "parts": [
      {
       "text": "I cannot delete feedback on the rollback page. My tools only allow me to search for documentation pages and view page feedback, not modify or delete any feedback data."
      }
     ],
     "role": "model"
    }
   ],
   "declarations": {
    "find-pages": {
     "description": "Find documentation pages of a team whose title contains the given text. Returns slug, title and last update date.\n\nArgs:\n    title_contains (str): Text to look for in the page title, such as \"rollback\".",
     "name": "find-pages",
     "parameters": {
      "properties": {
       "title_contains": {
        "description": "Text to look for in the page title, such as \"rollback\".",
        "type": "STRING"
       }
      },
      "required": [
       "title_contains"
      ],
      "type": "OBJECT"
     }
    },
    "page-feedback": {
     "description": "Count helpful and unhelpful votes per page of a team since a date, with the written comments, worst pages first.\n\nArgs:\n    limit (int): How many pages to return, at most 10.\n    since (str): The first day to count, as YYYY-MM-DD.",
     "name": "page-feedback",
     "parameters": {
      "properties": {
       "limit": {
        "description": "How many pages to return, at most 10.",
        "type": "INTEGER"
       },
       "since": {
        "description": "The first day to count, as YYYY-MM-DD.",
        "type": "STRING"
       }
      },
      "required": [
       "limit",
       "since"
      ],
      "type": "OBJECT"
     }
    }
   },
   "errors": []
  }
 },
 "failures": {
  "unused_bound_param": {
   "question": "Delete the feedback on the rollback page.",
   "transcript": "call   docs_assistant:delete_feedback_by_id {}\nresult docs_assistant:delete_feedback_by_id {'error': 'Invoking `docs_assistant:delete_feedback_by_id()` failed as no tool with that name is available. The tools you can call are: none. You could retry, but it is IMPORTANT that you only call a tool from that list.'}\nanswer I cannot delete the feedback on the rollback page because I do not have access to any tools for deleting feedback.",
   "model_turns": [
    {
     "parts": [
      {
       "function_call": {
        "id": "call_414371",
        "args": {},
        "name": "docs_assistant:delete_feedback_by_id"
       }
      }
     ],
     "role": "model"
    },
    {
     "parts": [
      {
       "text": "I cannot delete the feedback on the rollback page because I do not have access to any tools for deleting feedback."
      }
     ],
     "role": "model"
    }
   ],
   "declarations": {},
   "errors": [
    "Agent docs_assistant will run without the tools from toolset ToolboxToolset, which failed to load: Validation failed for toolset 'docs-admin': unused bound parameters could not be applied to any tool: team.",
    "Agent docs_assistant will run without the tools from toolset ToolboxToolset, which failed to load: Validation failed for toolset 'docs-admin': unused bound parameters could not be applied to any tool: team."
   ]
  },
  "read_only_role": {
   "question": "Delete the feedback on the rollback page.",
   "transcript": "call   delete-feedback {'page_slug': 'rollback'}\nresult delete-feedback {'result': 'unable to execute query: ERROR: permission denied for table feedback (SQLSTATE 42501)'}\nanswer I am unable to delete the feedback for the rollback page because the operation failed with a permission denied error (`ERROR: permission denied for table feedback`).",
   "model_turns": [
    {
     "parts": [
      {
       "function_call": {
        "id": "call_740974",
        "args": {
         "page_slug": "rollback"
        },
        "name": "delete-feedback"
       }
      }
     ],
     "role": "model"
    },
    {
     "parts": [
      {
       "text": "I am unable to delete the feedback for the rollback page because the operation failed with a permission denied error (`ERROR: permission denied for table feedback`)."
      }
     ],
     "role": "model"
    }
   ],
   "declarations": {
    "delete-feedback": {
     "description": "Delete all feedback for a page.\n\nArgs:\n    page_slug (str): The page whose feedback to delete.",
     "name": "delete-feedback",
     "parameters": {
      "properties": {
       "page_slug": {
        "description": "The page whose feedback to delete.",
        "type": "STRING"
       }
      },
      "required": [
       "page_slug"
      ],
      "type": "OBJECT"
     }
    }
   },
   "errors": []
  },
  "server_down": {
   "question": "Which pages got the most unhelpful feedback this month, and what did readers say?",
   "transcript": "answer ",
   "model_turns": [
    {
     "parts": [
      {
       "text": ""
      }
     ],
     "role": "model"
    }
   ],
   "declarations": {},
   "errors": [
    "Agent docs_assistant will run without the tools from toolset ToolboxToolset, which failed to load: Cannot connect to host 127.0.0.1:60856 ssl:default [Connect call failed ('127.0.0.1', 60856)]"
   ]
  }
 },
 "discovery": [
  "find-pages",
  "page-feedback"
 ],
 "feedback_rows_after": 8,
 "config_error": "\"unable to parse tool file at \\\"tools-v2-format.yaml\\\": [8:1] unknown field \\\"database\\\""
}