[
  {
    "node_id": "09789a62",
    "tool": {
      "type": "function",
      "function": {
        "name": "create_analyst_insight_assignment",
        "description": "Creates a new AnalystInsightAssignment record, formally assigning the verified ServiceReview to the authorized Analyst for insight generation.",
        "parameters": {
          "type": "object",
          "properties": {
            "review_id": {
              "type": "string",
              "description": "The ID of the ServiceReview to assign for analysis."
            },
            "provider_id": {
              "type": "string",
              "description": "The ID of the ServiceProvider who received the review."
            }
          },
          "required": [
            "review_id",
            "provider_id"
          ]
        }
      }
    }
  },
  {
    "node_id": "148dd7d1",
    "tool": {
      "type": "function",
      "function": {
        "name": "get_latest_performance_snapshot_with_details",
        "description": "Retrieves the most recent Performance Snapshot generated for the authorized ServiceProvider, with an option to include Analyst contact details for follow-up.",
        "parameters": {
          "type": "object",
          "properties": {
            "include_analyst_details": {
              "type": "boolean",
              "description": "When true, includes the name and contact information of the Analyst who generated the performance snapshot.",
              "default": false
            }
          },
          "required": []
        }
      }
    }
  },
  {
    "node_id": "1cf2a85c",
    "tool": {
      "type": "function",
      "function": {
        "name": "retrieve_enhanced_performance_snapshot",
        "description": "Retrieves the most recent Performance Snapshot generated for the authorized ServiceProvider with Analyst contact details included.",
        "parameters": {
          "type": "object",
          "properties": {},
          "required": []
        }
      }
    }
  },
  {
    "node_id": "23236bd6",
    "tool": {
      "type": "function",
      "function": {
        "name": "get_review_analyst_insights",
        "description": "",
        "parameters": {
          "type": "object",
          "properties": {
            "review_id": {
              "type": "string",
              "description": "The ID of the ServiceReview to get insights for."
            }
          },
          "required": [
            "review_id"
          ]
        }
      }
    }
  },
  {
    "node_id": "45e79723",
    "tool": {
      "type": "function",
      "function": {
        "name": "analyst_assign_review_for_analysis",
        "description": "Allows an Analyst to assign themselves or be assigned a specific ServiceReview for insight generation.",
        "parameters": {
          "type": "object",
          "properties": {
            "review_id": {
              "type": "string",
              "description": "The ID of the ServiceReview to assign."
            },
            "provider_id": {
              "type": "string",
              "description": "The ID of the ServiceProvider who received the review."
            }
          },
          "required": [
            "review_id",
            "provider_id"
          ]
        }
      }
    }
  },
  {
    "node_id": "57cc5465",
    "tool": {
      "type": "function",
      "function": {
        "name": "analyst_find_providers_by_rating_threshold",
        "description": "Allows an Analyst to search for ServiceProviders meeting a minimum rating average threshold, optionally filtered by service category.",
        "parameters": {
          "type": "object",
          "properties": {
            "min_rating_average": {
              "type": "number",
              "description": "Minimum rating_average to filter providers (0.0 to 5.0)."
            },
            "service_category": {
              "type": "string",
              "description": "Optional service category to further filter providers."
            }
          },
          "required": [
            "min_rating_average"
          ]
        }
      }
    }
  },
  {
    "node_id": "70957e82",
    "tool": {
      "type": "function",
      "function": {
        "name": "retrieve_basic_performance_snapshot",
        "description": "Retrieves the most recent Performance Snapshot generated for the authorized ServiceProvider without analyst contact details.",
        "parameters": {
          "type": "object",
          "properties": {},
          "required": []
        }
      }
    }
  },
  {
    "node_id": "77d8cc71",
    "tool": {
      "type": "function",
      "function": {
        "name": "analyst_generate_performance_snapshot",
        "description": "Allows an Analyst to generate a new Performance Snapshot for a ServiceProvider based on recent reviews.",
        "parameters": {
          "type": "object",
          "properties": {
            "provider_id": {
              "type": "string",
              "description": "The ID of the ServiceProvider for the snapshot."
            },
            "snapshot_period_end": {
              "type": "string",
              "description": "The end date of the period covered by the snapshot."
            },
            "review_id_list": {
              "type": "array",
              "description": "List of Review IDs to include in the snapshot calculation."
            }
          },
          "required": [
            "provider_id",
            "snapshot_period_end",
            "review_id_list"
          ]
        }
      }
    }
  },
  {
    "node_id": "7cb60247",
    "tool": {
      "type": "function",
      "function": {
        "name": "list_scheduled_consultations",
        "description": "Lists all upcoming and past consultation sessions for the authorized ServiceProvider.",
        "parameters": {
          "type": "object",
          "properties": {
            "include_past": {
              "type": "boolean",
              "description": "Whether to include past consultations in the results."
            }
          },
          "required": [
            "include_past"
          ]
        }
      }
    }
  },
  {
    "node_id": "90e59908",
    "tool": {
      "type": "function",
      "function": {
        "name": "list_provider_reviews",
        "description": "Retrieves all ServiceReview records assigned to the authorized ServiceProvider.",
        "parameters": {
          "type": "object",
          "properties": {
            "timeframe_start": {
              "type": "string",
              "description": "Optional start date to filter reviews (ISO 8601)."
            },
            "timeframe_end": {
              "type": "string",
              "description": "Optional end date to filter reviews (ISO 8601)."
            }
          },
          "required": [
            "timeframe_start",
            "timeframe_end"
          ]
        }
      }
    }
  },
  {
    "node_id": "933cf998",
    "tool": {
      "type": "function",
      "function": {
        "name": "authorize_service_provider_with_context",
        "description": "Authorizes a ServiceProvider to access the insight generation system using their unique ID, with optional context about the authorization request.",
        "parameters": {
          "type": "object",
          "properties": {
            "provider_id": {
              "type": "string",
              "description": "The unique identifier of the ServiceProvider."
            },
            "request_context": {
              "type": "string",
              "description": "Optional context about the authorization request (e.g., 'dashboard_login', 'api_integration', 'scheduled_refresh').",
              "default": "dashboard_login"
            }
          },
          "required": [
            "provider_id"
          ]
        }
      }
    }
  },
  {
    "node_id": "9bdefdf8",
    "tool": {
      "type": "function",
      "function": {
        "name": "retrieve_audit_compliance_details",
        "description": "Retrieves the detailed compliance issue codes found during a quality audit for a specific ServiceReview. Requires that an audit exists for the review.",
        "parameters": {
          "type": "object",
          "properties": {
            "review_id": {
              "type": "string",
              "description": "The ID of the ServiceReview to get compliance details for."
            }
          },
          "required": [
            "review_id"
          ]
        }
      }
    }
  },
  {
    "node_id": "a61fd92e",
    "tool": {
      "type": "function",
      "function": {
        "name": "schedule_analyst_consultation_with_datetime",
        "description": "Schedules a new consultation session between the authorized ServiceProvider and an available Analyst for a specific topic. Updated to accept ISO 8601 datetime format for more precise scheduling.",
        "parameters": {
          "type": "object",
          "properties": {
            "preferred_analyst_domain": {
              "type": "string",
              "description": "Preferred Analyst specialization domain for the consultation."
            },
            "consultation_topic": {
              "type": "string",
              "description": "The primary topic for the consultation."
            },
            "preferred_date_window": {
              "type": "string",
              "description": "Preferred start date and time for the consultation (ISO 8601 datetime format)."
            }
          },
          "required": [
            "preferred_analyst_domain",
            "consultation_topic",
            "preferred_date_window"
          ]
        }
      }
    }
  },
  {
    "node_id": "acc4c2cf",
    "tool": {
      "type": "function",
      "function": {
        "name": "analyst_get_assigned_reviews",
        "description": "Retrieves all ServiceReview records currently assigned to the authorized Analyst for analysis.",
        "parameters": {
          "type": "object",
          "properties": {
            "status_filter": {
              "type": "string",
              "description": "Optional filter to get assignments with a specific status."
            }
          },
          "required": [
            "status_filter"
          ]
        }
      }
    }
  },
  {
    "node_id": "b2c436c0",
    "tool": {
      "type": "function",
      "function": {
        "name": "analyst_find_providers_by_trend_and_recency",
        "description": "Allows an Analyst to search for ServiceProviders with specific performance trend indicators, optionally filtered by service category and maximum age of performance snapshot data.",
        "parameters": {
          "type": "object",
          "properties": {
            "trend_indicator": {
              "type": "string",
              "description": "Trend indicator to filter providers (improving|stable|declining|volatile)."
            },
            "service_category": {
              "type": "string",
              "description": "Optional service category to further filter providers."
            },
            "max_snapshot_age_days": {
              "type": "integer",
              "description": "Optional maximum age in days for the most recent performance snapshot data (default: 90).",
              "default": 90
            }
          },
          "required": [
            "trend_indicator"
          ]
        }
      }
    }
  },
  {
    "node_id": "bd38c39a",
    "tool": {
      "type": "function",
      "function": {
        "name": "analyst_perform_review_audit",
        "description": "Allows an Analyst to perform a quality/compliance audit on a ServiceReview and record the verdict.",
        "parameters": {
          "type": "object",
          "properties": {
            "review_id": {
              "type": "string",
              "description": "The ID of the ServiceReview to audit."
            },
            "provider_id": {
              "type": "string",
              "description": "The ID of the ServiceProvider who received the review."
            },
            "audit_verdict": {
              "type": "string",
              "description": "The analyst's verdict on the review's authenticity and quality."
            },
            "compliance_issues": {
              "type": "array",
              "description": "Optional list of compliance issue codes found."
            }
          },
          "required": [
            "review_id",
            "provider_id",
            "audit_verdict",
            "compliance_issues"
          ]
        }
      }
    }
  },
  {
    "node_id": "ccc54795",
    "tool": {
      "type": "function",
      "function": {
        "name": "get_detailed_audit_status_for_review",
        "description": "",
        "parameters": {
          "type": "object",
          "properties": {
            "review_id": {
              "type": "string",
              "description": "The ID of the ServiceReview to check audit status for."
            },
            "include_compliance_details": {
              "type": "boolean",
              "description": "Whether to include the list of compliance issue codes found in the audit response.",
              "default": false
            }
          },
          "required": [
            "review_id"
          ]
        }
      }
    }
  },
  {
    "node_id": "d7a66f1e",
    "tool": {
      "type": "function",
      "function": {
        "name": "verify_review_for_analyst_assignment",
        "description": "Verifies that a ServiceReview exists and is associated with the specified ServiceProvider, making it eligible for analyst assignment.",
        "parameters": {
          "type": "object",
          "properties": {
            "review_id": {
              "type": "string",
              "description": "The ID of the ServiceReview to verify for assignment eligibility."
            },
            "provider_id": {
              "type": "string",
              "description": "The ID of the ServiceProvider who should have received the review."
            }
          },
          "required": [
            "review_id",
            "provider_id"
          ]
        }
      }
    }
  },
  {
    "node_id": "dfe35570",
    "tool": {
      "type": "function",
      "function": {
        "name": "calculate_provider_rating_trend_with_granularity",
        "description": "Calculates the rating trend (improving/stable/declining) for the authorized ServiceProvider over a specified period, with optional control over the time granularity of the analysis.",
        "parameters": {
          "type": "object",
          "properties": {
            "period_months": {
              "type": "integer",
              "description": "Number of months to look back for the trend analysis."
            },
            "analysis_granularity": {
              "type": "string",
              "description": "Optional time granularity for calculating the trend (e.g., monthly, quarterly). Defaults to 'monthly'.",
              "enum": [
                "monthly",
                "quarterly"
              ],
              "default": "monthly"
            }
          },
          "required": [
            "period_months"
          ]
        }
      }
    }
  },
  {
    "node_id": "e1f1c224",
    "tool": {
      "type": "function",
      "function": {
        "name": "retrieve_basic_audit_verdict",
        "description": "Retrieves the basic audit status and verdict for a specific ServiceReview belonging to the authorized ServiceProvider. Returns core audit metadata including verdict and audit date.",
        "parameters": {
          "type": "object",
          "properties": {
            "review_id": {
              "type": "string",
              "description": "The ID of the ServiceReview to check audit status for."
            }
          },
          "required": [
            "review_id"
          ]
        }
      }
    }
  },
  {
    "node_id": "ff1009dc",
    "tool": {
      "type": "function",
      "function": {
        "name": "analyst_update_insight_assignment",
        "description": "Adjust the state of an assigned task or analysis.",
        "parameters": {
          "type": "object",
          "properties": {
            "insight_assignment_id": {
              "type": "string",
              "description": "The ID of the insight assignment to update."
            },
            "new_status": {
              "type": "string",
              "description": "The new analysis completion status."
            },
            "insight_summary": {
              "type": "string",
              "description": "Optional text summary of the insights generated (required if status is 'completed')."
            }
          },
          "required": [
            "insight_assignment_id",
            "new_status",
            "insight_summary"
          ]
        }
      }
    }
  }
]